VU Duomenų mokslo ir skaitmeninių technologijų instituto / Matematikos ir informatikos instituto autoriaus (-ių) 'Gintautas Dzemyda' publikacijų sąrašas (pagal Lietuvos akademinių bibliotekų tinklo (LABT) publikacijų bazes VUB [nuo 2011 m. iki dabar] ir LMAVB [iki 2010 m. imtinai]):
Publications of 'Gintautas Dzemyda', VU Institute of Data Science and Digital Technologies / Institute of Mathematics and Informatics (based on 1. Lithuanian Academic Library Network (LABT) database of Vilnius University Library [since 2011 until now] and 2. LABT database of Wroblewski Library of the Lithuanian Academy of Sciences [until 2010]):
Eil. Nr. Publikacija
1Breskuvienė, Dalia; Dzemyda, Gintautas. Highly imbalanced data case: pattern-guided feature selection to detect financial fraud // DAMSS: 15th conference on data analysis methods for software systems, Druskininkai, Lithuania, November 28-30, 2024. Vilnius : Vilniaus universiteto leidykla, 2024. eISBN 9786090711125. p. 12-13. (Vilnius University Proceedings, eISSN 2669-0233 ; vol. 52). DOI: 10.15388/DAMSS.15.2024.
2Rocha, Álvaro (redaktorius); Adeli, Hojjat (redaktorius); Dzemyda, Gintautas (redaktorius); Moreira, Fernando (redaktorius); Poniszewska-Marańda, Aneta (redaktorius). Good practices and new perspectives in information systems and technologies: WorldCIST 2024, Volume 6 / editors: Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Aneta Poniszewska-Marańda. Cham : Springer, 2024. xxiii, 384 p. (Lecture notes in networks and systems, ISSN 2367-3370, eISSN 2367-3389 ; vol. 990). ISBN 9783031603273. eISBN 9783031603280. DOI: 10.1007/978-3-031-60328-0.
3Rocha, Álvaro (redaktorius); Adeli, Hojjat (redaktorius); Dzemyda, Gintautas (redaktorius); Moreira, Fernando (redaktorius); Poniszewska-Marańda, Aneta (redaktorius). Good practices and new perspectives in information systems and technologies: WorldCIST 2024, Volume 5 / editors: Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Aneta Poniszewska-Marańda. Cham : Springer, 2024. xxi, 310 p. (Lecture notes in networks and systems, ISSN 2367-3370, eISSN 2367-3389 ; vol. 989). ISBN 9783031602269. eISBN 9783031602276. DOI: 10.1007/978-3-031-60227-6.
4Rocha, Álvaro (redaktorius); Adeli, Hojjat (redaktorius); Dzemyda, Gintautas (redaktorius); Moreira, Fernando (redaktorius); Poniszewska-Marańda, Aneta (redaktorius). Good practices and new perspectives in information systems and technologies: WorldCIST 2024, Volume 4 / editors: Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Aneta Poniszewska-Marańda. Cham : Springer, 2024. xxi, 218 p. (Lecture notes in networks and systems, ISSN 2367-3370, eISSN 2367-3389 ; vol. 988). ISBN 9783031602238. eISBN 9783031602245. DOI: 10.1007/978-3-031-60224-5.
5Rocha, Álvaro (redaktorius); Adeli, Hojjat (redaktorius); Dzemyda, Gintautas (redaktorius); Moreira, Fernando (redaktorius); Poniszewska-Marańda, Aneta (redaktorius). Good practices and new perspectives in information systems and technologies: WorldCIST 2024, Volume 3 / Editors: Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Aneta Poniszewska-Marańda. Cham : Springer, 2024. xxiii, 485 p. (Lecture notes in networks and systems, ISSN 2367-3370, eISSN 2367-3389 ; vol. 987). ISBN 9783031602207. eISBN 9783031602214. DOI: 10.1007/978-3-031-60221-4.
6Rocha, Álvaro (redaktorius); Adeli, Hojjat (redaktorius); Dzemyda, Gintautas (redaktorius); Moreira, Fernando (redaktorius); Poniszewska-Marańda, Aneta (redaktorius). Good practices and new perspectives in information systems and technologies: WorldCIST 2024, Volume 2 / Editors: Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Aneta Poniszewska-Marańda. Cham : Springer, 2024. xxi, 274 p. (Lecture notes in networks and systems, ISSN 2367-3370, eISSN 2367-3389 ; vol. 986). ISBN 9783031602177. eISBN 9783031602184. DOI: 10.1007/978-3-031-60218-4.
7Rocha, Álvaro (redaktorius); Adeli, Hojjat (redaktorius); Dzemyda, Gintautas (redaktorius); Moreira, Fernando (redaktorius); Poniszewska-Marańda, Aneta (redaktorius). Good practices and new perspectives in information systems and technologies: WorldCIST 2024, Volume 1 / Editors: Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Aneta Poniszewska-Marańda. Cham : Springer, 2024. xxi, 228 p. (Lecture notes in networks and systems, ISSN 2367-3370, eISSN 2367-3389 ; vol. 985). ISBN 9783031602146. eISBN 9783031602153. DOI: 10.1007/978-3-031-60215-3.
8Rocha, Alvaro (redaktorius); Adeli, Hojjat (redaktorius); Dzemyda, Gintautas (redaktorius); Moreira, Fernando (redaktorius); Colla, Valentina (redaktorius). Information systems and technologies: WorldCIST 2023, Volume 4 / editors: Alvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Valentina Colla. Cham : Springer, 2024. XXI, 454 p. (Lecture notes in networks and systems, ISSN 2367-3370, eISSN 2367-3389 ; vol. 802). ISBN 9783031456503. eISBN 9783031456510. DOI: 10.1007/978-3-031-45651-0.
9Rocha, Alvaro (redaktorius); Adeli, Hojjat (redaktorius); Dzemyda, Gintautas (redaktorius); Moreira, Fernando (redaktorius); Colla, Valentina (redaktorius). Information systems and technologies: WorldCIST 2023, Volume 3 / editors: Alvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Valentina Colla. Cham : Springer, 2024. XXI, 467 p. (Lecture notes in networks and systems, ISSN 2367-3370, eISSN 2367-3389 ; vol. 801). ISBN 9783031456473. eISBN 9783031456480. DOI: 10.1007/978-3-031-45648-0.
10Rocha, Alvaro (redaktorius); Adeli, Hojjat (redaktorius); Dzemyda, Gintautas (redaktorius); Moreira, Fernando (redaktorius); Colla, Valentina (redaktorius). Information systems and technologies: WorldCIST 2023, Volume 2 / editors: Alvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Valentina Colla. Cham : Springer, 2024. XXIII, 681 p. (Lecture notes in networks and systems, ISSN 2367-3370, eISSN 2367-3389 ; vol. 800). ISBN 9783031456442. eISBN 9783031456459. DOI: 10.1007/978-3-031-45645-9.
11Rocha, Alvaro (redaktorius); Adeli, Hojjat (redaktorius); Dzemyda, Gintautas (redaktorius); Moreira, Fernando (redaktorius); Colla, Valentina (redaktorius). Information systems and technologies: WorldCIST 2023, Volume 1 / editors: Alvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Valentina Colla. Cham : Springer, 2024. XXII, 601 p. (Lecture Notes in Networks and Systems, ISSN 2367-3370, eISSN 2367-3389 ; vol. 799). ISBN 9783031456411. eISBN 9783031456428. DOI: 10.1007/978-3-031-45642-8.
12Balas, Valentina Emilia (redaktorius); Dzemyda, Gintautas (redaktorius); Belciug, Smaranda (redaktorius); Kacprzyk, Janusz (redaktorius). Decision making and decision support in the information era. Dedicated to academician Florin Filip / editors: Valentina Emilia Balas, Gintautas Dzemyda, Smaranda Belciug, Janusz Kacprzyk. Cham : Springer, 2024. 394 p. (Studies in systems, decision and control, ISSN 2198-4182, eISSN 2198-4190 ; vol. 534). ISBN 9783031621574. eISBN 9783031621581. DOI: 10.1007/978-3-031-62158-1.
13Balas, Valentina Emilia; Dzemyda, Gintautas; Belciug, Smaranda; Kacprzyk, Janusz. Preface // Decision making and decision support in the information era. Dedicated to academician Florin Filip / Balas, V. E., Dzemyda, G., Belciug, S., Kacprzyk, J. (eds.). Cham : Springer, 2024. ISBN 9783031621574. eISBN 9783031621581. p. v-xi. (Studies in systems, decision and control, ISSN 2198-4182, eISSN 2198-4190 ; vol. 534). DOI: 10.1007/978-3-031-62158-1.
14Gulla, Aistė; Jakiūnaitė, Ieva; Strupas, Kęstutis; Juchnevičiūtė, Ivona; Dzemyda, Gintautas. Surgical decision making in a successful liver allograft survival: problem state // Decision making and decision support in the information era. Dedicated to academician Florin Filip / Balas, V.E., Dzemyda, G., Belciug, S., Kacprzyk, J. (eds.). Cham : Springer, 2024. ISBN 9783031621574. eISBN 9783031621581. p. 185-202. (Studies in systems, decision and control, ISSN 2198-4182, eISSN 2198-4190 ; vol. 534). DOI: 10.1007/978-3-031-62158-1_11.
15Gulla, Aistė; Jakiūnaitė, Ieva; Juchnevičiūtė, Ivona; Dzemyda, Gintautas. A narrative review: predicting liver transplant graft survival using artificial intelligence modeling // Frontiers in transplantation. Lausanne : Frontiers Media S.A. ISSN 2813-2440. 2024, vol. 3, art. no. 1378378, p. [1-9]. DOI: 10.3389/frtra.2024.1378378.
16Cristea, Irina; Siarry, Patrick; Dzemyda, Gintautas; Rogovchenko, Yuriy. Preface to the special issue “State-of-the-Art Mathematical Applications in Europe” : [editorial] // Mathematics. Basel : MDPI. eISSN 2227-7390. 2024, vol. 12, iss. 14, art. no. 2161, p. [1-3]. DOI: 10.3390/math12142161.
17Lupeikienė, Audronė (redaktorius); Ralyté, Jolita (redaktorius); Dzemyda, Gintautas (redaktorius). Digital business and intelligent systems: 16th International Baltic conference, Baltic DB&IS 2024, Vilnius, Lithuania, June 30 – July 3, 2024 : proceedings. Cham : Springer, 2024. XXII, 247 p. (Communications in Computer and Information Science, ISSN 1865-0929, eISSN 1865-0937 ; vol. 2157). ISBN 9783031635427. eISBN 9783031635434. DOI: 10.1007/978-3-031-63543-4.
18Motiejauskas, Modestas; Dzemyda, Gintautas. EfficientNet convolutional neural network with Gram matrices modules for predicting sadness emotion // International journal of computers, communications and control. Oradea : Agora University. ISSN 1841-9836. eISSN 1841-9844. 2024, vol. 19, iss. 5, art. no. 6697, p. [1-19]. DOI: 10.15837/ijccc.2024.5.6697.
19Lupeikienė, Audronė (redaktorius); Ralytė, Jolita (redaktorius); Kalibatienė, Diana (redaktorius); Robal, Tarmo (redaktorius); Dzemyda, Gintautas (redaktorius). Joint Proceedings of Baltic DB&IS Conference Forum and Doctoral Consortium 2024 co-located with 16th International Baltic Conference on Digital Business and Intelligent Systems (Baltic DB&IS 2024), 30 June – 03 July, Vilnius, Lithuania. Aachen : CEUR-WS, 2024. 136 p. (CEUR-WS Proceedings, ISSN 1613-0073). Prieiga per internetą: <https://ceur-ws.org/Vol-3698/>.
20Klimašauskas, Oskaras; Dzemyda, Gintautas. Vairavimo maršruto skaičiavimo, grindžiamo skatinamuoju mokymusi, vizualios aplinkos kūrimas // Lietuvos magistrantų informatikos ir IT tyrimai: konferencijos darbai, 2024 m. gegužės 10 d. Vilnius : Vilniaus universiteto leidykla. eISSN 2783-784X. 2024, p. 48-56. (Vilnius University Open Series, eISSN 2669-0535). DOI: 10.15388/LMITT.2024.7.
21Dzemyda, Gintautas; Kurasova, Olga; Medvedev, Viktor; Šubonienė, Aušra; Gulla, Aistė; Samuilis, Artūras; Jagminas, Džiugas; Strupas, Kęstutis. Deep learning‐based aggregate analysis to identify cut‐off points for decision‐making in pancreatic cancer detection // Expert systems. Hoboken : John Wiley & Sons Ltd. ISSN 0266-4720. eISSN 1468-0394. 2024, first published online, art. no. e13614, p. [1-20]. DOI: 10.1111/exsy.13614.
22Klimašauskas, Oskaras (tyrėjas); Dzemyda, Gintautas (tyrimo ats. vykdytojas). Vairavimo maršruto skaičiavimo, grindžiamo skatinamuoju mokymusi, vizualios aplinkos kūrimas = Developing a visual environment for driving route computing based on reinforcement learning. Vilnius, 2024. 1 failas. Prieiga per internetą: <https://midas.lt/public-app.html#/research/overview?resourceId=250217&uuid=37836c01-860b-43a8-a960-391ba2542cd3>.
23Dzemyda, Gintautas; Kurasova, Olga; Medvedev, Viktor; Šubonienė, Aušra; Kielaitė-Gulla, Aistė; Samuilis, Artūras; Jagminas, Džiugas; Strupas, Kęstutis. Optimal cut-off points for pancreatic cancer detection using deep learning techniques // Information systems and technologies : proceedings of the 11th World conference on information systems and technologies (WorldCIST 2023). Vol. 1 / editors: Alvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Valentina Colla. Cham : Springer, 2024. ISBN 9783031456411. eISBN 9783031456428. p. 559-569. (Lecture notes in networks and systems, ISSN 2367-3370, eISSN 2367-3389 ; vol. 799). DOI: 10.1007/978-3-031-45642-8_54.
24Melnik-Leroy, Gerda Ana; Aidokas, Linas; Dzemyda, Gintautas; Dzemydaitė, Giedrė; Marcinkevičius, Virginijus; Melnikienė, Danguolė; Tiešis, Vytautas; Usovaitė, Ana. When exponential growth bias gets worse: an experiment with an educational intervention // DAMSS 2023: 14th conference on data analysis methods for software systems, Druskininkai, Lithuania, November 30 - December 2, 2023. Vilnius : Vilniaus universiteto leidykla, 2023. eISBN 9786090709856. p. 61-62. (Vilnius University proceedings, eISSN 2669-0233 ; vol. 39). DOI: 10.15388/DAMSS.14.2023.
25Šubonienė, Aušra; Kurasova, Olga; Dzemyda, Gintautas; Medvedev, Viktor; Kielaitė-Gulla, Aistė; Samuilis, Artūras; Jagminas, Džiugas; Strupas, Kęstutis. Detection of pancreatic cancer on CT images using pseudo-labelling methods // DAMSS: 14th conference on data analysis methods for software systems, Druskininkai, Lithuania, November 30 - December 2, 2023. Vilnius : Vilniaus universiteto leidykla, 2023. eISBN 9786090709856. p. 90. (Vilnius University Proceedings, eISSN 2669-0233 ; vol. 39). DOI: 10.15388/DAMSS.14.2023.
26Breskuvienė, Dalia; Dzemyda, Gintautas. What is a concept drift, and does it affect machine learning performance? // DAMSS: 14th conference on data analysis methods for software systems, Druskininkai, Lithuania, November 30 - December 2, 2023. Vilnius : Vilniaus universiteto leidykla, 2023. eISBN 9786090709856. p. 14. (Vilnius University Proceedings, eISSN 2669-0233 ; vol. 39). DOI: 10.15388/DAMSS.14.2023.
27Dzemyda, Gintautas (tyrėjas); Sabaliauskas, Martynas (tyrėjas). Visual analysis of multidimensional scaling using GeoGebra. Vilnius, 2020. 1 failas. DOI: 10.18279/MIDAS.gmds-gg.159420.
28Medvedev, Viktor (tyrėjas); Dzemyda, Gintautas (tyrėjas); Dzemydaitė, Giedrė (tyrėjas); Kurasova, Olga (tyrėjas). Ekonomikos regioninio vystymo duomenys vizualiai analizei = Data for visual analysis of regional economic development. Vilnius, 2017. 1 failas. DOI: 10.18279/MIDAS.DVARED.30016.
29Gulla, Aistė; Jakiūnaitė, Ieva; Besselt, C.; Strupas, Kęstutis; Dzemyda, Gintautas. Using machine learning to determine preoperative feasibility and postoperative outcomes in liver transplantation // HPB: Abstracts of the 15th Biennial Congress of the European-African Hepato-Pancreato-Biliary Association (E-AHPBA), 6-9 June 2023, Lyon, France. Oxford : Elsevier Ltd. ISSN 1365-182X. 2023, vol. 25, suppl. 2, art. no. PBT-007, p. S562. DOI: 10.1016/j.hpb.2023.07.760.
30Melnik-Leroy, Gerda Ana; Aidokas, Linas; Dzemyda, Gintautas; Dzemydaitė, Giedrė; Marcinkevičius, Virginijus; Tiešis, Vytautas; Usovaitė, Ana. Is my visualization better than yours? Analyzing factors modulating exponential growth bias in graphs // Frontiers in psychology. Lausanne : Frontiers Media SA. eISSN 1664-1078. 2023, vol. 14, art. no. 1125810, p. [1-11]. DOI: 10.3389/fpsyg.2023.1125810.s001.
31Breskuvienė, Dalia; Dzemyda, Gintautas. Categorical feature encoding techniques for improved classifier performance when dealing with imbalanced data of fraudulent transactions // International journal of computers communications & control. Oradea : Agora University. ISSN 1841-9836. eISSN 1841-9844. 2023, vol. 18, iss. 3, art. no. 5433, p. [1-17]. DOI: 10.15837/ijccc.2023.3.5433.
32Kurasova, Olga; Medvedev, Viktor; Šubonienė, Aušra; Dzemyda, Gintautas; Kielaitė-Gulla, Aistė; Samuilis, Artūras; Jagminas, Džiugas; Strupas, Kęstutis. Semi-supervised learning with pseudo-labeling for pancreatic cancer detection on CT scans // 2023 18th Iberian Conference on Information Systems and Technologies (CISTI), 20–23 June 2023, Aveiro, Portugal. New York : IEEE, 2023. ISBN 9798350305272. eISBN 9789893347928. ISSN 2166-0727. eISSN 2166-0727. p. [1-6]. DOI: 10.23919/CISTI58278.2023.10211356.
33Dzemyda, Gintautas; Sabaliauskas, Martynas. On the computational efficiency of geometric multidimensional scaling // ESSE 2021: the 2nd European Symposium on Software Engineering, November 6-8, 2021, Larissa, Greece. New York : Association for Computing Machinery, 2021. eISBN 9781450385060. p. 136-141. DOI: 10.1145/3501774.3501794.
34Dzemyda, Gintautas; Bernatavičienė, Jolita; Kacprzyk, Janusz. Preface [Data science in applications] // Data science in applications / editors: Gintautas Dzemyda, Jolita Bernatavičienė, Janusz Kacprzyk. Cham : Springer International Publishing, 2023. ISBN 9783031244520. eISBN 9783031244537. p. v-ix. (Studies in Computational Intelligence, ISSN 1860-949X, eISSN 1860-9503 ; vol. 1084). Prieiga per internetą: <https://link.springer.com/content/pdf/bfm:978-3-031-24453-7/1?pdf=chapter%20toc>.
35Dzemyda, Gintautas (sudarytojas); Bernatavičienė, Jolita (sudarytojas); Kacprzyk, Janusz (sudarytojas). Data Science in Applications / editors: Dzemyda, Gintautas, Bernatavičienė, Jolita, Kacprzyk, Janusz. Cham : Springer, 2023. XII, 252 p. (Studies in Computational Intelligence, ISSN 1860-949X, eISSN 1860-9503 ; vol. 1084). ISBN 9783031244520. eISBN 9783031244537. DOI: 10.1007/978-3-031-24453-7.
36Breskuvienė, Dalia; Dzemyda, Gintautas. Imbalanced data classification approach based on clustered training set // Data science in applications /editors: Dzemyda, G., Bernatavičienė, J., Kacprzyk, J. Cham : Springer, 2023. ISBN 9783031244520. eISBN 9783031244537. p. 43-62. (Studies in Computational Intelligence, ISSN 1860-949X, eISSN 1860-9503 ; vol. 1084). DOI: 10.1007/978-3-031-24453-7_3.
37Breskuvienė, Dalia; Dzemyda, Gintautas. Autoencoder for fraudulent transactions data feature engineering // DAMSS: 13th conference on data analysis methods for software systems, Druskininkai, Lithuania, December 1–3, 2022. Vilnius : Vilniaus universiteto leidykla, 2022. ISBN 9786090707944. eISBN 9786090707951. p. 11. (Vilnius University Proceedings, eISSN 2669-0233 ; vol. 31). DOI: 10.15388/DAMSS.13.2022.
38Breskuvienė, Dalia; Dzemyda, Gintautas. Clustering-based optimization in fraud detection classifier training // EURO 2022: [32nd European Conference on Operational Research (EURO XXXII)], Espoo, Finland, July 3-6, 2022 : abstract book. Espoo : Aalto university, 2022. ISBN 9789519525419. p. 152. Prieiga per internetą: <https://www.euro-online.org/conf/admin/tmp/program-euro32.pdf>.
39Daranda, Andrius; Dzemyda, Gintautas. Reinforcement learning strategies for vessel navigation // Integrated computer-aided engineering. Amsterdam : IOS Press. ISSN 1069-2509. eISSN 1875-8835. 2023, vol. 30, no. 1, p. 53-66. DOI: 10.3233/ICA-220688.
40Kurasova, Olga; Dzemyda, Gintautas; Medvedev, Viktor; Šubonienė, Aušra; Gipiškis, Rokas; Strupas, Kęstutis; Kielaitė-Gulla, Aistė; Samuilis, Artūras; Jagminas, Džiugas. Deep learning models for pancreatic cancer detection in CT images // EURO 2022: [32nd European Conference on Operational Research (EURO XXXII)], Espoo, Finland, July 3-6, 2022 : abstract book. Espoo : Aalto university, 2022. ISBN 9789519525419. p. 242-243. Prieiga per internetą: <https://www.euro-online.org/conf/admin/tmp/program-euro32.pdf>.
41Medvedev, Viktor; Sabaliauskas, Martynas; Dzemyda, Gintautas. Exploring the possibilities of geometric multidimensional scaling for large-scale data // EURO 2022: [32nd European Conference on Operational Research (EURO XXXII)], Espoo, Finland, July 3-6, 2022 : abstract book. Espoo : Aalto university, 2022. ISBN 9789519525419. p. 44. Prieiga per internetą: <https://www.euro-online.org/conf/admin/tmp/program-euro32.pdf>.
42Kielaitė-Gulla, Aistė; Kurasova, Olga; Samuilis, Artūras; Jagminas, Džiugas; Medvedev, Viktor; Šubonienė, Aušra; Gipiškis, Rokas; Strupas, Kęstutis; Dzemyda, Gintautas. Utilizing deep learning for early diagnosis of pancreatic ductal adenocarcinoma // Joint congress of the 26th meeting of International Association of Pancreatology and the 53rd annual meeting of Japan Pancreas Society, 7-9 July, 2022 : abstract book. Kyoto : International Association of Pancreatology; Japan Pancreas Society. 2022, p. 165-166. Prieiga per internetą: <https://convention.app.box.com/s/r7txfzrb8gio4tu9ph1w7az1vso0oz4r>.
43Dzemyda, Gintautas; Sabaliauskas, Martynas. Geometric multidimensional scaling: efficient approach for data dimensionality reduction // Journal of global optimization. Dordrecht : Springer Nature. ISSN 0925-5001. eISSN 1573-2916. 2024, vol. 88, p. 53-77. DOI: 10.1007/s10898-022-01190-8.
44Dzemyda, Gintautas; Sabaliauskas, Martynas; Medvedev, Viktor. Geometric MDS performance for large data dimensionality reduction and visualization // Informatica. Vilnius : Vilniaus universiteto leidykla. ISSN 0868-4952. eISSN 1822-8844. 2022, vol. 33, no. 2, p. 299-320. DOI: 10.15388/22-INFOR491.
45Dzemyda, Gintautas; Medvedev, Viktor; Sabaliauskas, Martynas. Multi-core implementation of geometric multidimensional scaling for large-scale data // Information systems and technologies : proceedings of the 10th World conference on information systems and technologies (WorldCIST 2022). Vol. 2 / editors: Alvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira. Cham : Springer International Publishing, 2022. ISBN 9783031048180. eISBN 9783031048197. p. 74-82. (Lecture notes in networks and systems, ISSN 2367-3370, eISSN 2367-3389 ; vol. 469). DOI: 10.1007/978-3-031-04819-7_8.
46Dzemyda, Gintautas; Medvedev, Viktor; Sabaliauskas, Martynas. On the parallelization of the geometric multidimensional scaling // DAMSS: 12th conference on data analysis methods for software systems, Druskininkai, Lithuania, December 2–4, 2021. Vilnius : Vilnius University Press, 2021. ISBN 9786090706732. eISBN 9786090706749. p. 15-16. (Vilnius university proceedings, ISSN 2669-0233). DOI: 10.15388/DAMSS.12.2021.
47Šubonienė, Aušra; Kurasova, Olga; Medvedev, Viktor; Kielaitė-Gulla, Aistė; Samuilis, Artūras; Jagminas, Džiugas; Strupas, Kęstutis; Dzemyda, Gintautas. On the computed tomography image data to diagnose pancreatic cancer using machine learning // DAMSS: 12th conference on data analysis methods for software systems, Druskininkai, Lithuania, December 2–4, 2021. Vilnius : Vilnius University Press, 2021. ISBN 9786090706732. eISBN 9786090706749. p. 71-72. (Vilnius university proceedings, ISSN 2669-0233). DOI: 10.15388/DAMSS.12.2021.
48Daranda, Andrius; Dzemyda, Gintautas. Artificial intelligence based strategy for vessel decision support system // Trends and applications in information systems and technologies / editors: Rocha, A., Adeli, H., Dzemyda, G., Moreira, F., Ramalho Correia, A.M. Cham : Springer, 2021. ISBN 9783030726560. eISBN 9783030726577. p. 49-58. (Advances in Iintelligent systems and computing, ISSN 2194-5357, eISSN 2194-5365 ; vol. 1365). DOI: 10.1007/978-3-030-72657-7_5.
49Daranda, Andrius; Dzemyda, Gintautas. Novel machine learning approach for self-aware prediction based on the contextual reasoning // International journal of computers, communications and control. Oradea : CCC Agora University publisching. ISSN 1841-9836. eISSN 1841-9844. 2021, vol. 16, no. 4, art. no. 4345, p. [1-15]. DOI: 10.15837/ijccc.2021.4.4345.
50Kielaitė-Gulla, Aistė; Strupas, Kęstutis; Samuilis, Artūras; Kurasova, Olga; Medvedev, Viktor; Arsenjeva, Jaroslava; Zaronskis, Simonas; Dzemyda, Gintautas. Convolutional Neural Network (CNN) model for recognition of pancreatic cancer // BAS2021: 10th Congress of the Baltic association of surgeons, 3-4 June, 2021, virtual event : abstract book. Rīga : Baltic association of surgeons. 2021, p. 71-72. Prieiga per internetą: <https://site-926903.mozfiles.com/files/926903/BAS_abstracts.pdf>.
51Dzemyda, Gintautas; Sabaliauskas, Martynas. New capabilities of the geometric multidimensional scaling // Trends and applications in information systems and technologies / editors: Rocha, A., Adeli, H., Dzemyda, G., Moreira, F., Ramalho Correia, A.M.: Vol. 2: World conference on information systems and technologies. Cham : Springer, 2021. ISBN 9783030726508. eISBN 9783030726515. p. 264-273. (Advances in Intelligent Systems and Computing, ISSN 2194-5357, eISSN 2194-5365 ; vol. 1366). DOI: 10.1007/978-3-030-72651-5_26.
52Kielaitė-Gulla, Aistė; Samuilis, Artūras; Raisutis, Renaldas; Dzemyda, Gintautas; Strupas, Kęstutis. The concept of AI-based algorithm: analysis of CEUS images and HSPs for identification of early parenchymal changes in severe acute pancreatitis // Informatica. Vilnius : Vilniaus universiteto leidykla. ISSN 0868-4952. eISSN 1822-8844. 2021, vol. 32, no. 2, p. 305-319. DOI: 10.15388/21-INFOR453.
53Pocė, Ingrida; Arsenjeva, Jaroslava; Kielaitė-Gulla, Aistė; Samuilis, Artūras; Strupas, Kęstutis; Dzemyda, Gintautas. Pancreas segmentation in CT images: state of the art in clinical practice // Baltic journal of modern computing. Riga : University of Latvia. ISSN 2255-8942. eISSN 2255-8950. 2021, vol. 9, no. 1, p. 25-34. DOI: 10.22364/bjmc.2021.9.1.02.
54Melnik-Leroy, Gerda Ana; Dzemyda, Gintautas. How to influence the results of MCDM? - Evidence of the impact of cognitive biases // Mathematics. Basel : MDPI. eISSN 2227-7390. 2021, vol. 9, iss. 2, art. no. 121, p. [1-25]. DOI: 10.3390/math9020121.
55Sabaliauskas, Martynas; Dzemyda, Gintautas. Visual analysis of multidimensional scaling using GeoGebra // Intelligent methods in computing, communications and control : proceedings of the 8th international conference on computers communications and control (ICCCC) 2020 / editors Ioan Dzitac, Simona Dzitac, Florin Gheorghe Filip, Janusz Kacprzyk, Misu-Jan Manolescu, Horea Oros. Cham : Springer, 2021. ISBN 9783030536503. eISBN 9783030536510. p. 179-187. (Advances in intelligent systems and computing, ISSN 2194-5357, eISSN 2194-5365 ; vol. 1243). DOI: 10.1007/978-3-030-53651-0_15.
56Dzemyda, Gintautas; Sabaliauskas, Martynas. A novel geometric approach to the problem of multidimensional scaling // Numerical computations: theory and algorithms : third international conference, NUMTA 2019, Crotone, Italy, June 15–21, 2019, revised selected papers, Part II. Cham : Springer, 2020. ISBN 9783030406158. eISBN 9783030406165. p. 354-361. (Lecture notes in computer science, ISSN 0302-9743, eISSN 1611-3349 ; vol. 11974). DOI: 10.1007/978-3-030-40616-5_30.
57Karbauskaitė, Rasa; Sakalauskas, Leonidas; Dzemyda, Gintautas. Kriging predictor for facial emotion recognition using numerical proximities of human emotions // Informatica. Vilnius : Vilnius University Institute of Data Science and Digital Technologies. ISSN 0868-4952. eISSN 1822-8844. 2020, vol. 31, iss. 2, p. 249-275. DOI: 10.15388/20-INFOR419.
58Dzemyda, Gintautas; Sabaliauskas, Martynas. Geometric multidimensional scaling: A new approach for data dimensionality reduction // Applied mathematics and computation. New York : Elsevier Science. ISSN 0096-3003. eISSN 1873-5649. 2021, vol. 409, art. no.125561, p. [1-14]. DOI: 10.1016/j.amc.2020.125561.
59Daranda, Andrius; Dzemyda, Gintautas. Navigation decision support: discover of vessel traffic anomaly according to the historic marine data // International journal of computers, communications and control. Oradea : Agora University. ISSN 1841-9836. eISSN 1841-9844. 2020, vol. 15, iss. 3, art. no. 3864, p. [1-9]. DOI: 10.15837/ijccc.2020.3.3864.
60Dzemyda, Gintautas; Bernatavičienė, Jolita; Kacprzyk, Janusz. Preface // Data science: new issues, challenges and applications / Dzemyda, Gintautas, Bernatavičienė, Jolita, Kacprzyk, Janusz (Eds.) : Springer, 2020. ISBN 9783030392499. eISBN 9783030392505. p. V-XII. (Studies in Computational Intelligence, ISSN 1860-949X, eISSN 1860-9503 ; vol. 869). Prieiga per internetą: <https://link.springer.com/content/pdf/bfm%3A978-3-030-39250-5%2F1.pdf>.
61Dzemyda, Gintautas (redaktorius); Bernatavičienė, Jolita (redaktorius); Kacprzyk, Janusz (redaktorius). Data science: New issues, Challenges and applications / Editors: Dzemyda, Gintautas, Bernatavičienė, Jolita, Kacprzyk, Janusz. Cham : Springer, 2020. 331 p. (Studies in computational intelligence, ISSN 1860-949X, eISSN 1860-9503 ; vol. 869). ISBN 9783030392499. eISBN 9783030392505. DOI: 10.1007/978-3-030-39250-5.
62Kaklauskas, Artūras; Abraham, Ajith; Dzemyda, Gintautas; Raslanas, Saulius; Seniut, Mark; Ubartė, Ieva; Kurasova, Olga; Binkytė-Vėlienė, Arūnė; Čerkauskas, Justas. Emotional, affective and biometrical states analytics of a built environment // Engineering applications of artificial intelligence. Oxford : Elsevier. ISSN 0952-1976. eISSN 1873-6769. 2020, vol. 91, art. no. 103621, p. 1-25. DOI: 10.1016/j.engappai.2020.103621.
63Kaklauskas, Artūras; Zavadskas, Edmundas Kazimieras; Schuller, Bjoern; Lepkova, Natalija; Dzemyda, Gintautas; Šliogerienė, Jūratė; Kurasova, Olga. Customized ViNeRS method for video neuro-advertising of green housing // International journal of environmental research and public health: Special issue "Trends in sustainable buildings and infrastructure". Basel : MDPI. ISSN 1661-7827. eISSN 1660-4601. 2020, vol. 17, iss. 7, art. no. 2244, p. 1-28. DOI: 10.3390/ijerph17072244.
64Arsenjeva, Jaroslava; Medvedev, Viktor; Dzemyda, Gintautas. Multisensor data fusion for data analysis // 11th international workshop on data analysis methods for software systems (DAMSS 2019), Druskininkai, Lithuania, November 28-30, 2019 / Lithuanian Computer Society, Vilnius University Institute of Data Science and Digital Technologies, Lithuanian Academy of Sciences. Vilnius : Vilnius University Press, 2019. ISBN 9786090703243. eISBN 9786090703250. p. 7. DOI: 10.15388/Proceedings.2019.8.
65Dzemyda, Gintautas; Sabaliauskas, Martynas. New ideas for multidimensional scaling // 11th international workshop on data analysis methods for software systems, Druskininkai, Lithuania, November 28-30, 2019 / Lithuanian Computer Society, Vilnius University Institute of Data Science and Digital Technologies, Lithuanian Academy of Sciences. Vilnius : Vilnius University Press, 2019. ISBN 9786090703243. eISBN 9786090703250. p. 26. Prieiga per internetą: <https://www.mii.lt/datamss/files/DAMSS_2019.pdf>.
66Tamulevičius, Gintautas; Karbauskaitė, Rasa; Dzemyda, Gintautas. Speech emotion classification using fractal dimension-based features // Nonlinear analysis : modelling and control. Vilnius : Vilniaus universiteto leidykla. ISSN 1392-5113. eISSN 2335-8963. 2019, vol. 24, no. 5, p. 679-695. DOI: 10.15388/NA.2019.5.1.
67Dzemyda, Gintautas; Sabaliauskas, Martynas. New method to minimize the stress in multidimensional scaling // Computer data analysis and modeling: stochastics and data science : proceedings of the XII international conference, Minsk, September 18-22, 2019. Minsk : Belarusian State University, 2019. ISBN 9789855668115. p. 29-31. Prieiga per internetą: <http://elib.bsu.by/handle/123456789/233315>.
68Kaklauskas, Artūras; Zavadskas, Edmundas Kazimieras; Bardauskienė, Dalia; Čerkauskas, Justas; Ubartė, Ieva; Seniut, Mark; Dzemyda, Gintautas; Kaklauskaitė, Marija; Vinogradova, Irina; Velykorusova, Anastasiia. An affect-based built environment video analytics // Automation in construction. Amsterdam : Elsevier. ISSN 0926-5805. eISSN 1872-7891. 2019, vol. 106, art. no. 102888, p. 1-22. DOI: 10.1016/j.autcon.2019.102888.
69Kaklauskas, Artūras; Jokubauskas, Darius; Čerkauskas, Justas; Dzemyda, Gintautas; Ubartė, Ieva; Skirmantas, Darius; Podviezko, Askoldas; Šimkutė, Ieva. Affective analytics of demonstration sites // Engineering applications of artificial intelligence. Oxford : Elsevier. ISSN 0952-1976. eISSN 1873-6769. 2019, vol. 81, p. 346-372. DOI: 10.1016/j.engappai.2019.03.001.
70Dzemyda, Gintautas; Kurasova, Olga; Medvedev, Viktor; Dzemydaitė, Giedrė. Visualization of data: methods, software, and applications // Advances in mathematical methods and high performance computing / editors : Vinai K. Singh, David Gao, Andreas Fischer. Cham : Springer, 2019. ISBN 9783030024864. eISBN 9783030024871. p. 295-307. (Advances in Mechanics and Mathematics ; vol. 41). DOI: 10.1007/978-3-030-02487-1_18.
71Sabaliauskas, Martynas; Dzemyda, Gintautas. On the visual approach to global optimization for multidimensional scaling // DAMSS 2018 : 10th international workshop on "Data analysis methods for software systems" : Druskininkai, Lithuania, November 29 - December 1, 2018 : [abstract book]. Vilnius : Vilniaus universitetas, 2018. ISBN 9786090700433. p. 72. Prieiga per internetą: <https://www.mii.lt/datamss/files/DAMSS_2018_1.pdf>.
72Stabingis, Giedrius; Bernatavičienė, Jolita; Dzemyda, Gintautas; Paunksnis, Alvydas; Stabingienė, Lijana; Treigys, Povilas; Vaičaitienė, Ramutė. Adaptive eye fundus vessel classification for automatic artery and vein diameter ratio evaluation // Informatica. Vilnius : Vilniaus universitetas Matematikos ir informatikos institutas. ISSN 0868-4952. eISSN 1822-8844. 2018, vol. 29, no 4, p. 757-771. DOI: 10.15388/Informatica.2018.191.
73Dzemyda, Gintautas. Data science and advanced digital technologies // Databases and information systems : 13th international Baltic conference, DB&IS 2018, Trakai, Lithuania, July 1–4, 2018 : proceedings / edited by Audrone Lupeikiene, Olegas Vasilecas, Gintautas Dzemyda. Cham : Springer, 2018. ISBN 9783319975702. eISBN 9783319975719. p. 3-7. (Communications in computer and information science, ISSN 1865-0929, eISSN 1865-0937 ; vol. 838). DOI: 10.1007/978-3-319-97571-9_1.
74Lupeikienė, Audronė; Vasilecas, Olegas; Dzemyda, Gintautas. Preface : editorial // Communications in computer and information science. 13th International Baltic Conference on Databases and Information Systems, DB and IS 2018; Trakai; Lithuania; 1-4 July 2018. Cham : Springer, 2018. ISBN 9783319975702. ISSN 1865-0929. eISSN 1865-0937. 2018, vol. 838, p. 5-6. (Communications in computer and information science, ISSN 1865-0929, eISSN 1865-0937 ; vol. 838).
75Gėgžna, Vilmantas; Kurasova, Olga; Dzemyda, Gintautas; Kurtinaitienė, Rūta; Čiplys, Ignas; Vaitkus, Juozas Vidmantis; Vaitkuvienė, Aurelija. The ROC-based analysis of spectroscopic signals from medical specimens // Nonlinear analysis : modelling and control. Vilnius : Vilnius University Institute of Mathematics and Informatics. ISSN 1392-5113. 2018, vol. 23, iss. 3, p. 285-302. DOI: 10.15388/NA.2018.3.1.
76Kaklauskas, Artūras; Dzemyda, Gintautas; Tupėnaitė, Laura; Voitau, Ihar; Kurasova, Olga; Naimavičienė, Jurga; Rassokha, Yauheni; Kanapeckienė, Loreta. Artificial neural network-based decision support system for development of an energy-efficient built environment // Energies. Basel : MDPI. eISSN 1996-1073. 2018, vol. 11, iss. 8, p. 1-20. DOI: 10.3390/en11081994.
77Stabingis, Giedrius; Bernatavičienė, Jolita; Dzemyda, Gintautas; Paunksnis, A.; Vaičaitienė, R.; Stabingienė, Lijana. Automatic artery vein ratio measurements in eye fundus images // 9th International workshop on Data Analysis Methods for Software Systems (DAMSS) : Druskininkai, Lithuania, November 30 - December 2, 2017. Vilnius : VIlniaus universitetas, 2017. ISBN 9789986680642. p. 45-46. DOI: 10.15388/DAMSS.2017.
78Sabaliauskas, Martynas; Dzemyda, Gintautas. On the local geometric approach to global optimization for multidimensional scaling // 9th International workshop on Data Analysis Methods for Software Systems (DAMSS), Druskininkai, Lithuania, November 30 - December 2, 2017. Vilnius : VIlniaus universitetas, 2017. ISBN 9789986680642. p. 42. DOI: 10.15388/DAMSS.2017.
79Rapečka, Aurimas; Jedzinskas, Julius Lukas; Dzemyda, Gintautas. Extended analysis of the Sapnai.net dataset // 9th International workshop on Data Analysis Methods for Software Systems (DAMSS), Druskininkai, Lithuania, November 30 - December 2, 2017. Vilnius : VIlniaus universitetas, 2017. ISBN 9789986680642. p. 39-40. DOI: 10.15388/DAMSS.2017.
80Daranda, Andrius; Dzemyda, Gintautas. A Marine Traffic Prediction using Recurrent Neural Networks // 9th International workshop on Data Analysis Methods for Software Systems (DAMSS), Druskininkai, Lithuania, November 30 - December 2, 2017. Vilnius : Vilniaus universitetas, 2017. ISBN 9789986680642. p. 14-15. Prieiga per internetą: <https://www.mii.lt/datamss/files/liks_mii_drusk_2017.pdf>.
81Bulavas, Viktoras; Dzemyda, Gintautas; Marcinkevičius, Virginijus. An investigation of early cyber threat detection using ensembles of machine learning methods // 9th International workshop on Data Analysis Methods for Software Systems (DAMSS), Druskininkai, Lithuania, November 30 - December 2, 2017. Vilnius : Vilniaus universitetas, 2017. ISBN 9789986680642. p. 9-10. Prieiga per internetą: <https://www.mii.lt/datamss/files/liks_mii_drusk_2017.pdf>.
82Bilinskas, Mykolas Jurgis; Dzemyda, Gintautas; Sabaliauskas, Martynas. Speeding-up the fitting of the model defining the ribs-bounded contour // Applied computer systems / Ryga Technical University. Warsaw : De Gruyter open. ISSN 2255-8683. eISSN 2255-8691. 2017, Vol. 21, no 1, p. 66-70. DOI: 10.1515/acss-2017-0009.
83Bilinskas, Mykolas Jurgis; Dzemyda, Gintautas; Trakymas, Mantas. Feature-based registration of thorax CT scan slices // Informatica. Vilnius : Institute of Mathematics and Informatics. ISSN 0868-4952. eISSN 1822-8844. 2017, Vol. 28, no 3, p. 439-452. DOI: 10.15388/Informatica.2017.137.
84Bilinskas, Mykolas Jurgis; Dzemyda, Gintautas; Trakymas, Mantas. Approximation of the ribs-bounded contour in a tomography scan slice // International journal of information technology & decision making. Singapure : World Scientific Publishing Company. ISSN 0219-6220. eISSN 1793-6845. 2018, Vol. 17, no 1, p. 83-102. DOI: 10.1142/S0219622017500298.
85Stabingis, Giedrius; Bernatavičienė, Jolita; Dzemyda, Gintautas; Paunksnis, Alvydas; Treigys, Povilas; Ramutė, Vaičaitienė; Stabingienė, Lijana. Automatization of eye fundus vessel width measurements // VipIMAGE 2017 : proceedings of the VI ECCOMAS thematic conference on computational vision and medical image processing : Porto, Portugal, October 18-20, 2017 / eds.: João Manuel R.S. Tavares, R.M. Natal Jorge. Cham : Springer Nature, 2018. ISBN 9783319681948. eISBN 9783319681955. p. 787-796. (Lecture notes in computational vision and biomechanics, ISSN 2212-9391, eISSN 2212-9413 ; vol. 27). DOI: 10.1007/978-3-319-68195-5_85.
86Tamulevičius, Gintautas; Karbauskaitė, Rasa; Dzemyda, Gintautas. Selection of fractal dimension features for speech emotion classification // 2017 Open conference of Electrical, Electronic and Information Sciences (eStream) : proceedings of the conference, April 27, 2017, Vilnius, Lithuania / organized by: Vilnius Gediminas Technical university. New York : IEEE, 2017. ISBN 9781538639993. eISBN 9781538639986. p. 1-4. DOI: 10.1109/eStream.2017.7950316.
87Bilinskas, Mykolas Jurgis; Dzemyda, Gintautas; Trakymas, Mantas. Registration of computed tomography scan slices using mathematical model for ribs-bounded contour approximation // Data analysis methods for software systems : 7th international workshop, Druskininkai, December 3-5, 2015 : [abstracts book]. Vilnius : Vilniaus universiteto Matematikos ir informatikos institutas, 2015. ISBN 9789986680581. p. 14. Prieiga per internetą: <https://www.mii.lt/datamss/files/liks_mii_drusk_2015_abstract_last_1.pdf>.
88Medvedev, Viktor; Kurasova, Olga; Bernatavičienė, Jolita; Treigys, Povilas; Marcinkevičius, Virginijus; Dzemyda, Gintautas. A new web-based solution for modelling data mining processes // Simulation modelling practice and theory. Amsterdam : Elsevier Science. ISSN 1569-190X. eISSN 1878-1462. 2017, Vol. 76, p. 34-46. DOI: 10.1016/j.simpat.2017.03.001.
89Lupeikienė, Audronė; Dzemyda, Gintautas; Kiss, Ferenc; Čaplinskas, Albertas. Advanced planning and scheduling systems: modeling and implementation challenges = Moderniosios planavimo ir tvarkaraščių sudarymo sistemos: modeliavimo ir realizavimo problemos // Informatica. Vilnius : Vilniaus universiteto Matematikos ir informatikos institutas. ISSN 0868-4952. eISSN 1822-8844. 2014, Vol. 25, No. 4, p. 581-616. DOI: 10.15388/Informatica.2014.31.
90Jucevičius, Justinas; Treigys, Povilas; Bernatavičienė, Jolita; Briedienė, Rūta; Naruševičiūtė, Ieva; Dzemyda, Gintautas; Medvedev, Viktor. Automated 2D segmentation of prostate in T2-weighted MRI scans // International journal of computers communications & control. Oradea : Universitatea Agora. ISSN 1841-9836. eISSN 1841-9844. 2017, Vol. 12, No. 1, p. 53-60. Prieiga per internetą: <http://univagora.ro/jour/index.php/ijccc/article/view/2783/1059>.
91Dzemyda, Gintautas; Bilinskas, Mykolas Jurgis. Modelling the ribs-bounded contour in computer tomography images = Моделирование ribs-ограниченного контура на компьютерных томограммах // Международный конгресс по информатике: Информационные системы и технологии : Материалы международного научного конгресса Республика Беларусь, Минск, 24–27 октября 2016 г. Минск : БГУ, 2016. ISBN 9789855663691. p. 198-203. Prieiga per internetą: <http://elib.bsu.by/bitstream/123456789/159801/1/Dzemyda_Bilinskas.pdf>.
92Bilinskas, Mykolas Jurgis; Dzemyda, Gintautas. The registration of computed tomography scan slices using the model of the ribs-bounded contour // Data analysis methods for software systems : 8th international workshop on data analysis methods for software systems, Druskininkai, December 1-3, 2016. Vilnius : Vilniaus universiteto leidykla, 2016. ISBN 9789986680611. p. 13. Prieiga per internetą: <http://www.mii.lt/datamss/files/liks_mii_drusk_2016_abstract_el_v_.pdf>.
93Bilinskas, Mykolas Jurgis; Dzemyda, Gintautas. Optimization in modeling the ribs-bounded contour from computer tomography scan // Numerical computations: theory and algorithms (NUMTA-2016): proceedings of the 2nd international conference, 19–25 June 2016, Pizzo Calabro, Italy. Ser.: AIP conference proceedings. Vol. 1776. ISSN 0094-243X. Melville : AIP Publishing, 2016. ISBN 9780735414389. art. no 090041 [p. 1-4]. DOI: 10.1063/1.4965405.
94Rapečka, Aurimas; Jedzinskas, Julius Lukas; Dzemyda, Gintautas. Detailed analysis of dreams meanings dataset // Data analysis methods for software systems : 8th international workshop on data analysis methods for software systems, Druskininkai, December 1-3, 2016. Vilnius : Vilniaus universiteto leidykla, 2016. ISBN 9789986680611. p. 51. Prieiga per internetą: <http://www.mii.lt/datamss/files/liks_mii_drusk_2016_abstract_el_v_.pdf>.
95Rapečka, Aurimas; Dzemyda, Gintautas. The challenges for recommendation systems of a new dreams meanings dataset // Data analysis methods for software systems : 7th international workshop, Druskininkai, Lithuania, December 3-5, 2015 / Lithuanian Computer Society, Vilnius University Institute of Mathematics and Informatics, Lithuanian Academy of Sciences. Vilnius : Vilniaus universiteto Matematikos ir informatikos institutas, 2015. ISBN 9789986680581. p. 45. Prieiga per internetą: <http://www.mii.lt/datamss/files/liks_mii_drusk_2015_abstract_last_1.pdf>.
96Bernatavičienė, Jolita; Dzemyda, Gintautas; Kurasova, Olga; Marcinkevičius, Virginijus; Medvedev, Viktor; Treigys, Povilas. Cloud computing approach for intelligent visualization of multidimensional data // Advances in stochastic and deterministic global optimization / Editors: Panos M. Pardalos, Anatoly Zhigljavsky, Julius Žilinskas. - Ser.: Springer optimization and its applications. ISSN 1931-6828. Vol. 107. Cham : Springer International Publishing Switzerland, 2016. ISBN 9783319299730. p. 73-85. DOI: 10.1007/978-3-319-29975-4_5.
97Medvedev, Viktor; Kurasova, Olga; Dzemyda, Gintautas. Artificial neural networks for massive data visualization // EURO 2016: 28th European conference on operational research, Poznań 3-6.07.2016 : conference handbook. Poznań : Poznań University of Technology. 2016, p. 101-102. Prieiga per internetą: <https://www.euro-online.org/conf/admin/tmp/program-euro28.pdf>.
98Dzemyda, Gintautas; Medvedev, Viktor; Lupeikienė, Audronė; Kurasova, Olga; Čaplinskas, Albertas. Big multidimensional datasets visualization using neural networks - efficient decision support // Complex systems informatics and modeling quarterly. Riga : RTU Press. ISSN 2255-9922. 2016, Iss. 6, p. 1-11. DOI: 10.7250/csimq.2016-6.01.
99Karbauskaitė, Rasa; Dzemyda, Gintautas. Fractal-based methods as a technique for estimating the intrinsic dimensionality of high-dimensional data: a survey = Fraktalais grindžiamų metodų, skirtų daugiamačių duomenų vidinei dimensijai vertinti, apžvalga // Informatica. Vilnius : Vilniaus universiteto Matematikos ir informatikos institutas; Lietuvos Mokslų akademija. ISSN 0868-4952. 2016, Vol. 27, no 2, p. 257-281. DOI: 10.15388/Informatica.2016.84.
100Bernatavičienė, Jolita; Dzemyda, Gintautas; Paunksnis, Alvydas; Stabingis, Giedrius; Treigys, Povilas. Automated blood vessel detection and pathological changes identification in eye fundus images // EURO 2016: 28th European conference on operational research, Poznań 3-6.07.2016 : conference handbook. Poznań : Poznań University of Technology. 2016, p. 155. Prieiga per internetą: <https://www.euro-online.org/conf/admin/tmp/program-euro28.pdf>.
101Stabingis, Giedrius; Bernatavičienė, Jolita; Dzemyda, Gintautas; Imbrasienė, Daiva; Paunksnis, Alvydas. Automated classification of arteries and veins in the retinal blood vasculature // Computer data analysis and modeling: theoretical and applied stochastics : proceedings of the XI International conference, Minsk, September 6-10, 2016. Minsk : Publishing center of BSU, 2016. ISBN 9789855533666. p. 64-67. Prieiga per internetą: <http://www.elib.bsu.by/bitstream/123456789/158360/1/Stabingis_Bernataviciene_Dzemyda.pdf>.
102Karbauskaitė, Rasa; Dzemyda, Gintautas. Relation between the number of latent variables and degrees of freedom of the object motion in the image // Data analysis methods for software systems : 7th international workshop, Druskininkai, December 3-5, 2015 : [abstracts book]. Vilnius : Vilniaus universiteto Matematikos ir informatikos institutas, 2015. ISBN 9789986680581. p. 29-30. Prieiga per internetą: <http://www.mii.lt/datamss/files/liks_mii_drusk_2015_abstract_last_1.pdf>.
103Karbauskaitė, Rasa; Dzemyda, Gintautas. Optimization of the maximum likelihood estimator for determining the intrinsic dimensionality of high-dimensional data // International Journal of Applied Mathematics and Computer Science. Zielona Gora : University of Zielona Góra. ISSN 1641-876X. eISSN 2083-8492. 2015, Vol. 25, No. 4, p. 895-913. DOI: 10.1515/amcs-2015-0064.
104Stabingis, Giedrius; Bernatavičienė, Jolita; Dzemyda, Gintautas; Imbrasienė, Daiva; Paunksnis, Alvydas; Slavinskytė, Viktorija; Treigys, Povilas. Automated blood vessel detection and characteristic evaluation in eye fundus images // 7th International Workshop "Data analysis methods for software systems" – DAMSS : Druskininkai, Lithuania, December 3-5, 2015 / Lithuanian Computer Society. Vilnius University Institute of Mathematics and Informatics. Lithuanian Academy of Sciences. Druskininkai : Vilnius University, 2015. ISBN 9789986680581. p. 48-48. Prieiga per internetą: <http://www.mii.lt/datamss/files/liks_mii_drusk_2015_abstract_last_1.pdf>.
105Kaklauskas, Artūras; Zavadskas, Edmundas Kazimieras; Seniut, Mark; Dzemyda, Gintautas; Stankevič, Voitech; Šimkevičius, Česlovas; Stankevič, Tomas; Pališkienė, Rasa; Matuliauskaitė, Agnė; Kildienė, Simona; Bartkienė, Lina; Ivanikovas, Sergėjus; Gribniak, Viktor. Mouse based highly sensitive micromachined flow sensors // International Journal of Embedded & VLSI System. Hyderabad : IJEVS. ISSN 2349-8129. 2015, Vol. 4, iss. 9, p. 1-5.
106Bilinskas, Mykolas Jurgis; Dzemyda, Gintautas; Trakymas, Mantas. Computed tomography image analysis: the model of ribs-bounded contour // WSCG 2015 : 23rd international conference in Central Europe on computer graphics, visualization and computer vision : posters proceedings / edited by Vaclav Skala. Plzen : Vaclav Skala – Union Agency, 2015. ISBN 9788086943671. p. 81-84. Prieiga per internetą: <http://wscg.zcu.cz/WSCG2015/!_2015_WSCG_Posters-Proceedings.pdf>.
107Evora, Jose; Hernandez, Jose Juan; Hernandez, Mario; Dzemyda, Gintautas; Kurasova, Olga; Kremers, Enrique. Swarm intelligence for frequency management in samart grids = Spiečiaus intelektas dažniui valdyti išmaniuosiuose elektros tinkluose // Informatica. Vilnius : Vilniaus universiteto Matematikos ir informatikos institutas, IOS Press. ISSN 0868-4952. 2015, Vol. 26, no 3, p. 419-434. DOI: 10.15388/Informatica.2015.56.
108Medvedev, Viktor; Kurasova, Olga; Dzemyda, Gintautas; Lupeikienė, Audronė; Čaplinskas, Albertas. Neural networks-based big multidimensional data visualization // ASMDA 2015 : 16th Applied Stochastic Models and Data Analysis International Conference with 4th Demographics 2015 Workshop, 30 June - 4 July 2015 : book of abstracts / eds.: Yiannis Dimotikalis, Sotiris Bersimis. e-ISBN 97861851800401. Piraeus : Piraeus, International Society for the Advancement of Science and Technology, 2015. ISBN 9786185180034. p. 109.
109Lupeikienė, Audronė; Medvedev, Viktor; Kurasova, Olga; Čaplinskas, Albertas; Dzemyda, Gintautas. Decision support via big multidimensional data visualization // BIR-WS 2015. Joint Proceedings of the BIR 2015 Workshops and Doctoral Consortium co-located with 14th International Conference on Perspectives in Business Informatics Research (BIR 2015), Tartu, Estonia, August 26-28, 2015. Tartu : University of Tartu. 2015, p. [1-8]. (CEUR Workshop Proceedings, ISSN 1613-0073 ; vol. 1420). Prieiga per internetą: <http://ceur-ws.org/Vol-1420/ws-keynote.pdf>.
110Rapečka, Aurimas; Dzemyda, Gintautas. A new recommendation method for the user clustering-based recommendation system // EMC2015 : Engineering management and competitiveness : 5th International Symposium, June 19-20, 2015, Zrenjanin, Serbia : [Proceedings]. Novi Sad : University of Novi Sad, Technical faculty "Mihajlo Pupin", 2015. ISBN 9788676722563. p. 328-332.
111Rapečka, Aurimas; Marcinkevičius, Virginijus; Dzemyda, Gintautas. Trumpalaikės naujai išleidžiamų knygų paklausos elektroniniame knygyne prognozavimo galimybės // Operacijų tyrimas versle ir inžinerijoje : Lietuvos jaunųjų mokslininkų konferencija, 2014 m. rugsėjo 22 d. : programa ir tezės. Vilnius : Vilniaus universiteto Matematikos ir informatikos institutas. 2014, p. 13.
112Rapečka, Aurimas; Dzemyda, Gintautas. A new recommendation model for the user clustering-based recommendation system // Information technology and control / Kauno technologijos universitetas. Kaunas : Technologija. ISSN 1392-124X. eISSN 2335-884X. 2015, Vol. 44, no. 1, p. 54-63. DOI: 10.5755/j01.itc.44.1.5931.
113Bernatavičienė, Jolita; Dzemyda, Gintautas; Bazilevičius, Gediminas; Medvedev, Viktor; Marcinkevičius, Virginijus; Treigys, Povilas. Method for visual detection of similarities in medical streaming data // International journal of computers communications & control. Oradea : Universitatea Agora. ISSN 1841-9836. 2015, Vol. 10, no. 1, p. 8-21. DOI: 10.15837/ijccc.2015.1.1310.
114Bilinskas, Mykolas Jurgis; Dzemyda, Gintautas; Trakymas, Mantas. An approach to tumor location and treatment results evaluation by CT images // Data analysis methods for software systems : 6th International Workshop : [abstracts book], Druskininkai, Lithuania, December 4-6, 2014. [Vilnius], 2014. ISBN 9789986680505. p. 16.
115Karbauskaitė, Rasa; Dzemyda, Gintautas. Techniques for estimating the intrinsic dimensionality of high-dimensional data // Data analysis methods for software systems : 6th International Workshop : [abstracts book], Druskininkai, Lithuania, December 4-6, 2014. [Vilnius], 2014. ISBN 9789986680505. p. 28-29.
116Rapečka, Aurimas; Dzemyda, Gintautas. The effect of most popular recommendation methods in specific data sets // Data analysis methods for software systems : 6th International Workshop : [abstracts book], Druskininkai, Lithuania, December 4-6, 2014. [Vilnius], 2014. ISBN 9789986680505. p. 43.
117Tiešis, Vytautas; Dzemyda, Gintautas; Kizil, Taskin. Heuristic algorithms for rescheduling of production processes with advanced precedence constraints // Data analysis methods for software systems : 6th International Workshop : [abstracts book], Druskininkai, Lithuania, December 4-6, 2014. [Vilnius], 2014. ISBN 9789986680505. p. 48-49.
118Bernatavičienė, Jolita; Dzemyda, Gintautas; Bazilevičius, Gediminas; Medvedev, Viktor; Marcinkevičius, Virginijus; Treigys, Povilas. Visual method of streaming data similarity estimation // Data analysis methods for software systems : 6th International Workshop : [abstracts book], Druskininkai, Lithuania, December 4-6, 2014. [Vilnius], 2014. ISBN 9789986680505. p. 15.
119Tiešis, Vytautas; Dzemyda, Gintautas; Kizil, Taskin. Heuristic reactive rescheduling algorithms in the advanced scheduling Add-on for ERP // Baltic journal of modern computing. Riga : University of Latvia. ISSN 2255-8942. 2014, Vol. 2, no. 4, p. 272-284. Prieiga per internetą: <http://www.bjmc.lu.lv/fileadmin/user_upload/lu_portal/projekti/bjmc/Contents/2_4_6_Tiesis2.pdf>.
120Karbauskaitė, Rasa; Dzemyda, Gintautas. Geodesic distances in the intrinsic dimensionality estimation using packing numbers // Nonlinear analysis : modelling and control. Vilnius : Institute of Mathematics and Informatics. ISSN 1392-5113. 2014, vol. 19, no. 4, p. 578-591. DOI: 10.15388/NA.2014.4.4.
121Pragarauskaitė, Julija; Dzemyda, Gintautas. Markov models in the analysis of frequent patterns in financial data // Informatica / Matematikos ir informatikos institutas. Vilnius : Lietuvos mokslų akademijos leidykla. ISSN 0868-4952. 2013, vol. 24, no. 1, p. 87-102. Prieiga per internetą: <http://www.mii.lt/informatica/pdf/INFO906.pdf>.
122Rapečka, Aurimas; Marcinkevičius, Virginijus; Dzemyda, Gintautas. Rekomendacinės sistemos algoritmų veikimo elektroninio knygyno duomenų bazėje analizė // Informacijos mokslai. Vilnius : Vilniaus universiteto leidykla. ISSN 1392-0561. eISSN 1392-1487. 2013, t. 65, p. 45-55. DOI: 10.15388/Im.2013.0.205.
123Bernatavičienė, Jolita; Bazilevičius, Gediminas; Dzemyda, Gintautas; Medvedev, Viktor. Comparative analysis of similarity measures for medical streaming data // Computer data analysis and modeling: theoretical and applied stochatics : proceedings of the 10th international conference, Minsk, September 10-14. Vol. 1. Minsk : Publishing center of BSU, 2013. ISBN 9789855531372. p. 17-20. Prieiga per internetą: <http://elib.bsu.by/bitstream/123456789/51926/1/17-20.pdf>.
124Karbauskaitė, Rasa; Dzemyda, Gintautas. Investigation of the maximum likelihood estimator of intrinsic dimensionality // Computer data analysis and modeling: theoretical and applied stochatics : proceedings of the 10th international conference, Minsk, September 10-14. Vol. 2. Minsk : Publishing center of BSU, 2013. ISBN 9789855531389. p. 110-113. Prieiga per internetą: <http://elib.bsu.by/bitstream/123456789/52060/1/110-113.pdf>.
125Ringienė, Laura; Dzemyda, Gintautas. Multidimensional data visualization based on the exponential correlation function // Baltic journal of modern computing. Riga : University of Latvia. ISSN 2255-8942. 2013, Vol. 1, no. 1, p. 9-28. Prieiga per internetą: <http://www.lu.lv/fileadmin/user_upload/lu_portal/projekti/bjmc/Contents/1_1-2_2_Ringiene.pdf>.
126Ringienė, Laura; Dzemyda, Gintautas. Daugiamačių duomenų požymių mažinimas naudojantis eksponentine koreliacine funkcija // Jaunųjų mokslininkų darbai. Šiauliai : Šiaulių universitetas. ISSN 1648-8776. 2013, nr. 1, p. 152-158. Prieiga per internetą: <http://www.su.lt/bylos/mokslo_leidiniai/jmd/2013_1_39/ringiene_dzemyda.pdf>.
127Čaplinskas, Albertas; Dzemyda, Gintautas; Kiss, Ferenc; Lupeikienė, Audronė. Processing of undesirable business events in advanced production planning systems // Informatica / Matematikos ir informatikos institutas. Vilnius : Lietuvos mokslų akademijos leidykla. ISSN 0868-4952. 2012, vol. 23, no. 4, p. 563-579.
128Čaplinskas, Albertas (redaktorius); Dzemyda, Gintautas (redaktorius); Lupeikienė, Audronė (redaktorius); Vasilecas, Olegas (redaktorius). Databases and information systems : 10th international Baltic conference on databases and information systems : local proceedings, materials of doctoral consorcium / edited by : A. Čaplinskas, G. Dzemyda, A. Lupeikienė, O. Vasilecas. Vilnius : Žara, 2012. 264 p. ISBN 9789986342748.
129Pragarauskaitė, Julija; Dzemyda, Gintautas. Visual decisions in the analysis of customers online shopping behavior // Nonlinear analysis : modelling and control. Vilnius : Institute of Mathematics and Informatics. ISSN 1392-5113. 2012, vol. 17, no. 3, p. 355-368. DOI: 10.15388/NA.17.3.14061.
130Dzemyda, Gintautas; Kurasova, Olga; Žilinskas, Julius. Multidimensional data visualization: methods and applications. New York : Springer, 2013. XII, 250 p. ISBN 9781441902351. DOI: 10.1007/978-1-4419-0236-8.
131Balkys, Gediminas; Dzemyda, Gintautas. Segmenting the eye fundus images for identification of blood vessels // Mathematical modelling and analysis = Matematinis modeliavimas ir analizė / Vilnius Gediminas Technical University, Institute of Mathematics and Informatics. Vilnius : Technika. ISSN 1392-6292. 2012, vol. 17, no. 1, p. 21-30. DOI: 10.3846/13926292.2012.644046.
132Karbauskaitė, Rasa; Dzemyda, Gintautas; Mazėtis, Edmundas. Geodesic distances in the maximum likelihood estimator of intrinsic dimensionality // Nonlinear analysis : modelling and control. Vilnius : Vilnius University Institute of Mathematics and Informatics. ISSN 1392-5113. 2011, Vol. 16, no. 4, p. 387-402. DOI: 10.15388/NA.16.4.14084.
133Medvedev, Viktor; Dzemyda, Gintautas; Kurasova, Olga; Marcinkevičius, Virginijus. Efficient data projection for visual analysis of large data sets using neural networks = Efektyvi duomenų projekcija didelės apimties duomenims vizualizuoti naudojant neuroninius tinklus // Informatica. Vilnius : Institute of Mathematics and Informatics. ISSN 0868-4952. eISSN 1822-8844. 2011, vol. 22, no. 4, p. 507-520. Prieiga per internetą: <http://www.mii.lt/informatica/pdf/INFO855.pdf>.
134Rapečka, Aurimas; Dzemyda, Gintautas. Rekomendacinėse sistemose naudojamų duomenų tyrimas // Operacijų tyrimai versle, inžinerijoje ir informacinėse technologijose : 4-oji Lietuvos jaunųjų mokslininkų konferencija, 2011 m. rugsėjo 30 d. : programa ir tezės. Kaunas : Technologija. 2011, p. 12-13.
135Dzemyda, Gintautas; Sakalauskas, Leonidas. Large-scale data analysis using heuristic methods = Didelės apimties duomenų analizė euristiniais metodais // Informatica / Matematikos ir informatikos institutas. Vilnius : Lietuvos mokslų akademijos leidykla. ISSN 0868-4952. 2011, vol. 22, no. 1, p. 1-10. Prieiga per internetą: <http://www.mii.lt/informatica/pdf/INFO827.pdf>.
136Rapečka, Aurimas; Dzemyda, Gintautas. Rekomendacinių sistemų ir jose naudojamų rekomendavimo algoritmų apžvalga // XV kompiuterininkų konferencijos mokslo darbai. Vilnius : Žara, 2011. ISBN 9789986342618. p. 150-160.
137Dzemyda, Gintautas; Marcinkevičius, Virginijus; Medvedev, Viktor. Web application for large-scale multidimensional data visualization // Mathematical modelling and analysis = Matematinis modeliavimas ir analizė / Vilnius Gediminas Technical University, Institute of Mathematics and Informatics. Vilnius : Technika. ISSN 1392-6292. 2011, vol. 16, no. 2, p. 273-285. DOI: 10.3846/13926292.2011.580381.
138Dzemyda, Gintautas; Marcinkevičius, Virginijus; Medvedev, Viktor. Large-scale multidimensional data visualization: a Web service for data mining // Towards a service-based internet : 4th European Conference, ServiceWave 2011, Poznan, Poland, October 26-28, 2011: proceedings. - Book Series : Lecture Notes in Computer Science. Vol. 6994. Berlin : Springer, 2011. ISBN 9783642247545. p. 14-25.
139Kaklauskas, Artūras; Zavadskas, Edmundas Kazimieras; Seniut, Mark; Dzemyda, Gintautas; Stankevič, Voitech; Šimkevičius, Česlovas; Stankevič, Tomaš; Pališkienė, Rasa; Matuliauskaitė, Agnė; Kildienė, Simona; Bartkienė, Lina; Ivanikovas, Sergejus; Gribniak, Viktor. Web-based biometric computer mouse advisory system to analyze a user's emotions and work productivity // Engineering applications of artificial intelligence. London : Elsevier. ISSN 0952-1976. 2011, Vol. 24, iss. 6, p. 928-945. DOI: 10.1016/j.engappai.2011.04.006.
140Kaklauskas, Artūras; Zavadskas, Edmundas Kazimieras; Pruskus, Valdas; Vlasenko, Andrej; Bartkienė, Lina; Pališkienė, Rasa; Žemeckytė, Lina; Gerstein, V.; Dzemyda, Gintautas; Tamulevičius, Gintautas. Recommended biometric stress management system // Expert systems with applications. Oxford : Elsevier. ISSN 0957-4174. 2011, Vol. 38, iss. 5, p. 14011-14025. DOI: 10.1016/j.eswa.2011.04.209.
141Karbauskaitė, Rasa; Dzemyda, Gintautas; Marcinkevičius, Virginijus. Dependence of locally linear embedding on the regularization parameter // TOP : an official journal of the Spanish society of statistics and operations research. ISSN 1134-5764. 2010, Vol. 18, iss. 2, p. 354-376. DOI: 10.1007/s11750-010-0151-y.
142Pragarauskaitė, Julija; Dzemyda, Gintautas. Tikimybinis dažnų posekių paieškos algoritmas // Lietuvos matematikos rinkinys. Lietuvos matematikų draugijos darbai. ISSN 0132-2818. 2010, T. 51, p. 313-318. DOI: 10.15388/LMR.2010.57.
143Veikutis, Vincentas; Dzemyda, Gintautas; Treigys, Povilas; Morkūnaitė, Kristina; Basevičius, Algidas; Lukoševičius, Saulius; Šakalytė, Gintarė; Sederevičius, Antanas. Analysis of thermovisual data of the radio-frequency impact on the myocardium damage // Informatica. Vilnius : Institute of Mathematics and Informatics. ISSN 0868-4952. eISSN 1822-8844. 2010, vol. 21, no. 3.
144Pečkauskas, Aurimas; Račkauskas, Andrius; Marcinkevičius, Virginijus; Treigys, Povilas; Veikutis, Vincentas (temos vadovas); Dzemyda, Gintautas (temos vadovas). Radiodažninės ir krio- energijų destrukcinio poveikio ir miokardo pažaidos ypatumų palyginamoji analizė // Lietuvos sveikatos mokslų studentų ir jaunųjų tyrėjų konferencija 2009 : darbų tezės. Kaunas : Kauno medicinos universitetas. 2009, p. 82.
145Lupeikienė, Audronė; Čaplinskas, Albertas; Dzemyda, Gintautas. Problems of portal users behaviour specification // Lietuvos matematikos rinkinys. Lietuvos matematikų draugijos darbai. ISSN 0132-2818. 2009, T. 50, p. 380-385. Prieiga per internetą: <ftp://ftp.science.mii.lt/pub/Publications/50_TOMAS(2009)/TEOR_INFORMATIKA/Lup_ca_d.pdf>.
146Pragarauskaitė, Julija; Dzemyda, Gintautas. Tikimybinis dažnų posekių paieškos algoritmas // Informacijos mokslai. ISSN 1392-0561. 2009, T. 50, p. 352-357.
147Ringienė, Laura; Dzemyda, Gintautas. Specialios struktūros daugiasluoksnis perceptronas daugiamačiams duomenims vizualizuoti // Informacijos mokslai. ISSN 1392-0561. 2009, T. 50, p. 358-364.
148Medvedev, Viktor; Dzemyda, Gintautas. Neural network-based large datasets visualization using a reduced training subset // Computer graphics, vision and mathematics : in co-operation with Eurographics : GraVisMa 2009 : abstract proceedings : University of West Bohemia, Plzen, Czech Republic : September 2-5, 2009. Plzen : University of West Bohemia, 2009. ISBN 9788086943923. p. 28. Prieiga per internetą: <http://geometryalgebra.zcu.cz/GraVisMa/!_2009_GraVisMa_Abstract_proceedings.pdf>.
149Treigys, Povilas; Dzemyda, Gintautas; Veikutis, Vincentas. Investigation of thermal anisotropy from thermovisual video data // Computer graphics, vision and mathematics : in co-operation with Eurographics : GraVisMa 2009 : abstract proceedings : University of West Bohemia, Plzen, Czech Republic, September 2-5, 2009. Plzen : University of West Bohemia, 2009. ISBN 9788086943923. p. 45. Prieiga per internetą: <http://geometryalgebra.zcu.cz/GraVisMa/!_2009_GraVisMa_Abstract_proceedings.pdf>.
150Dzemyda, Gintautas; Sakalauskas, Leonidas. Optimization and knowledge-based technologies // Informatica. ISSN 0868-4952. 2009, Vol. 20, no. 2, p. 165-172. Prieiga per internetą: <http://www.mii.lt/informatica/pdf/INFO763.pdf>.
151Karbauskaitė, Rasa; Dzemyda, Gintautas. Topology preservation measures in the visualization of manifold-type multidimensional data // Informatica. ISSN 0868-4952. 2009, Vol. 20, no. 2, p. 235-254. Prieiga per internetą: <http://www.mii.lt/informatica/htm/INFO758.htm>.
152Karbauskaitė, Rasa; Dzemyda, Gintautas. Dependence of the Laplacian eigenmaps method and its modification on the parameters // The XIIIth international conference "Applied stochastic models and data analysis" ASMDA-2009 : selected papers. Vilnius : Technika, 2009. ISBN 9789955284635. P. 263-268. Prieiga per internetą: <http://www.vgtu.lt/leidiniai/leidykla/ASMDA_2009/12/12-103.htm>.
153Ivanikovas, Sergėjus; Dzemyda, Gintautas; Medvedev, Viktor. Influence of the neuron activation function on the multidimensional data visualization quality // The XIIIth international conference "Applied stochastic models and data analysis" ASMDA-2009 : selected papers. Vilnius : Technika, 2009. ISBN 9789955284635. P. 299-303. Prieiga per internetą: <http://www.vgtu.lt/leidiniai/leidykla/ASMDA_2009/14/14-101.htm>.
154Dzemyda, Gintautas; Šaltenis, Vydūnas; Tiešis, Vytautas. Optimizavimo metodai : vadovėlis informatikos krypties doktorantams ir magistrantams / Gintautas Dzemyda, Vydūnas Šaltenis, Vytautas Tiešis ; Matematikos ir informatikos institutas. Vilnius : Mokslo aidai, 2007. 166 p. ISBN 9789986680413.
155Ivanikovas, Sergėjus; Dzemyda, Gintautas; Medvedev, Viktor. Large datasets visualization with neural network using clustered training data // Lecture notes in computer science. ISSN 0302-9743. 2008, Vol. 5207, p. 143-152. DOI: 10.1007/978-3-540-85713-6.
156Treigys, Povilas; Šaltenis, Vydūnas; Dzemyda, Gintautas; Barzdžiukas, Valerijus; Paunksnis, Alvydas. Automated optic nerve disc parameterization // Informatica. ISSN 0868-4952. 2008, Vol. 19, no. 3, p. 403-420. Prieiga per internetą: <http://iospress.metapress.com/content/9270107j7p2gr347/?p=82b6ba420a01489a9460175d96bfc22a&pi=5>.
157Veikutis, Vincentas; Kazakevičius, Tomas; Dzemyda, Gintautas; Mickevičius, Tomas; Morkūnaitė, Kristina; Pečkauskas, Aurimas; Pečkauskaitė, Alina; Puodžiukynas, Aras; Šileikis, Vytautas; Zabiela, Vytautas; Treigys, Povilas; Marcinkevičius, Virginijus. Radiodažninės energijos destrukcinio poveikio ir miokardo pažaidos ypatumai naudojant standartinius intrakardinius elektrodus = Peculiarities of myocardial damage after radiofrequency ablation procedures using standard intracardial electrodes // Biomedicininė inžinerija : Tarptautinės konferencijos pranešimų medžiaga = Biomedical engineering : Proceedings of International Conference : 2008 m. spalio 23, 24 d. / Kauno technologijos universitetas. Kaunas : Technologija, 2008. ISBN 9789955255765. p. 55-58.
158Bernatavičienė, Jolita; Dzemyda, Gintautas; Kurasova, Olga; Barzdžiukas, Valerijus; Buteikienė, Dovilė; Paunksnis, Alvydas. Rule induction for ophthalmological data classification // The 20th international conference EURO mini conference "Continuous optimization and knowledge-based technologies" EurOPT'2008 : May 20-23, 2008, Neringa, Lithuania : selected papers. Vilnius : Technika, 2008. ISBN 9789955282839. P. 328-334.
159Ivanikovas, Sergėjus; Dzemyda, Gintautas; Medvedev, Viktor. Neural network-based visualization using clustered data // The 20th international conference EURO mini conference "Continuous optimization and knowledge-based technologies" EurOPT'2008 : May 20-23, 2008, Neringa, Lithuania : selected papers. Vilnius : Technika, 2008. ISBN 9789955282839. P. 335-341.
160Dzemyda, Gintautas; Kurasova, Olga; Žilinskas, Julius. Daugiamačių duomenų vizualizavimo metodai : vadovėlis informatikos krypties doktorantams ir magistrantams / Gintautas Dzemyda, Olga Kurasova, Julius Žilinskas ; Matematikos ir informatikos institutas. Vilnius : Mokslo aidai [i.e. Matematikos ir informatikos institutas], 2008. 204 p. ISBN 9789986680420.
161Karbauskaitė, Rasa; Dzemyda, Gintautas; Marcinkevičius, Virginijus. Selecting a regularisation parameter in the locally linear embedding algorithm // The 20th international conference EURO mini conference "Continuous optimization and knowledge-based technologies" EurOPT'2008 : May 20-23, 2008, Neringa, Lithuania : selected papers. Vilnius : Technika, 2008. ISBN 9789955282839. P. 59-64.
162Treigys, Povilas; Dzemyda, Gintautas; Barzdžiukas, Valerijus. Automated positioning of overlapping eye fundus images // Lecture notes in computer science. ISSN 0302-9743. 2008, Vol. 5101, p. 770-779. DOI: 10.1007/978-3-540-69384-0_82.
163Zavadskas, Edmundas Kazimieras; Kaklauskas, Artūras; Seniut, Mark; Dzemyda, Gintautas; Ivanikovas, Sergėjus; Stankevič, Voitech; Šimkevičius, Česlovas; Jaruševičius, Aurimas. Web-based biometric mouse intelligent system for analysis of emotional state and labour productivity // The 25th International Symposium on Automation and Robotics in Construction (ISARC 2008): selected papers, June 26-29, 2008 Vilnius, Lithuania. Vilnius : Technika, 2008. ISBN 9789955283041. p. 429-434.
164Kaklauskas, Artūras; Zavadskas, Edmundas Kazimieras; Seniut, Mark; Krutinis, Mindaugas; Dzemyda, Gintautas; Ivanikovas, Sergėjus; Stankevič, Voitech; Šimkevičius, Česlovas; Jaruševičius, Aurimas. Web-based biometric mouse decision support system for user’s emotional and labour productivity analysis // The 25th International Symposium on Automation and Robotics in Construction (ISARC 2008): selected papers, June 26-29, 2008 Vilnius, Lithuania. Vilnius : Technika, 2008. ISBN 9789955283041. ISSN 2413-5844. p. 69-75. DOI: 10.22260/ISARC2008/0013.
165Lekas, Raimundas; Jakuška, Povilas; Kriščiukaitis, Algimantas; Veikutis, Vincentas; Dzemyda, Gintautas; Mickevičius, Tomas; Morkūnaitė, Kristina; Vilkė, Alina; Treigys, Povilas; Civinskienė, Genuvaitė; Andriuškevičius, Jonas; Vanagas, Tomas; Skauminas, Kęstutis; Bernatonienė, Jurga. Monitoring changes in heart tissue temperature and evaluation of graft function after coronary artery bypass grafting surgery // Medicina. Kaunas : Kauno medicinos universitetas. ISSN 1010-660X. 2009, t. 45, Nr. 3, p. 221-225. Prieiga per internetą: <https://www.ncbi.nlm.nih.gov/pubmed/19357452>.
166Ivanikovas, Sergėjus; Dzemyda, Gintautas. Evaluation of the Hyper-Threading technology for heat conduction-type problems // Mathematical modelling and analysis. ISSN 1392-6292. 2007, Vol. 12, no. 4, p. 459-468. Prieiga per internetą: <http://inga.vgtu.lt/~art/k_m12_fileslist.php?key_m=985>.
167Karbauskaitė, Rasa; Kurasova, Olga; Dzemyda, Gintautas. Selection of the number of neighbours of each data point for the locally linear embedding algorithm // Information technology and control. ISSN 1392-124X. 2007, Vol. 36, no. 4, p. 359-364. Prieiga per internetą: <http://itc.ktu.lt/itc364/Karbausk364.pdf>.
168Bernatavičienė, Jolita; Dzemyda, Gintautas; Marcinkevičius, Virginijus. Diagonal majorization algorithm: properties and efficiency // Information technology and control. ISSN 1392-124X. 2007, Vol. 36, no. 4, p. 353-358. Prieiga per internetą: <http://itc.ktu.lt/itc364/Bernat364.pdf>.
169Dzemyda, Gintautas; Kurasova, Olga; Medvedev, Viktor. Dimension reduction and data visualization using neural networks // Frontiers in artificial intelligence and applications. Vol. 160, Emerging artificial intelligence applications in computer engineering : Real word AI systems with applications in eHealth, HCI, Information retrieval and pervasive technologies. Amsterdam ... [etc.] : IOS Press, 2007. ISBN 9781586037802. ISSN 0922-6389. p. 25-49. Prieiga per internetą: <http://www.booksonline.iospress.nl/Content/View.aspx?piid=6951>.
170Ivanikovas, Sergėjus; Medvedev, Viktor; Dzemyda, Gintautas. Parallel realizations of the SAMANN algorithm // Lecture notes in computer science. ISSN 0302-9743. 2007, Vol. 4432, p. 179-188. DOI: 10.1007/978-3-540-71629-7.
171Dzemyda, Gintautas; Kurasova, Olga. Dimensionality problem in the visualization of correlation-based data // Lecture notes in computer science. ISSN 0302-9743. 2007, Vol. 4432, p. 544-553. DOI: 10.1007/978-3-540-71629-7_61.
172Kurasova, Olga; Dzemyda, Gintautas; Vainoras, Alfonsas. Parameter system for human physiological data representation and analysis // Lecture notes in computer science. ISSN 0302-9743. 2007, Vol. 4477, p. 209-216. DOI: 10.1007/978-3-540-72847-4_28.
173Bernatavičienė, Jolita; Dzemyda, Gintautas; Marcinkevičius, Virginijus. Conditions for optimal efficiency of relative MDS = Reliatyvaus daugiamačių skalių algoritmo efektyvaus veikimo sąlygos // Informatica. ISSN 0868-4952. 2007, Vol. 18, no. 2, p. 187-202. Prieiga per internetą: <http://iospress.metapress.com/link.asp?id=455395463065k057>.
174Paunksnis, Alvydas; Kurapkienė, Skaidra; Barzdžiukas, Valerijus; Lukoševičius, Arūnas; Dzemyda, Gintautas. Applications of information technologies for research in clinical Ophthalmology : [internetinis išteklius] // Med-e-Tel 2007 [internetinis išteklius] : Electronic proceedings of the international educational and networking forum for eHealt, telemedicine and health ICT: April 18-20. 2007, Luxembourg. Luxembourg. ISSN 1818-9334. 2007, p. 325-327. Prieiga per internetą: <http://www.medetel.lu/download/2007/parallel_sessions/presentation/0420/Appications_of_Information.pdf?PHPSESSID=b22133e6077bd9ea9f59aefc8adc0ca6>.
175Bernatavičienė, Jolita; Dzemyda, Gintautas; Kurasova, Olga; Vainoras, Alfonsas. Integration of classification and visualization for diagnosis decisions // International journal of information technology and intelligent computing. ISSN 1895-8648. 2006, Vol. 1, no. 1, p. 57-68.
176Bernatavičienė, Jolita; Dzemyda, Gintautas; Kurasova, Olga; Marcinkevičius, Virginijus. Strategies of selecting the basic vector set in the relative MDS = Bazinių vektorių parinkimo strategijų analizė, taikant santykinį daugiamačių skalių metodą // Ūkio technologinis ir ekonominis vystymas. ISSN 1392-8619. 2006, Vol. 12, no. 4, p. 283-288. Prieiga per internetą: <http://www.tede.vgtu.lt/upload/ukis_zurn/04_2006_nr4.pdf>.
177Karbauskaitė, Rasa; Marcinkevičius, Virginijus; Dzemyda, Gintautas. Testing the relational perspective map for visualization of multidimensional data = Santykinės perspektyvos metodo, skirto daugiamačiams duomenims vizualizuoti, tyrimas // Ūkio technologinis ir ekonominis vystymas. ISSN 1392-8619. 2006, Vol. 12, no. 4, p. 289-294. Prieiga per internetą: <http://www.tede.vgtu.lt/upload/ukis_zurn/05_2006_nr4.pdf>.
178Bernatavičienė, Jolita; Dzemyda, Gintautas; Kurasova, Olga; Marcinkevičius, Virginijus. Decision support for preliminary medical diagnosis integrating the data mining methods // Simulation and optimisation in business and industry: international conference on operational research, May 17-20, 2006 Tallinn, Estonia. Kaunas : Technologija, 2006. ISBN 9955250615. p. 155-160.
179Dzemyda, Gintautas; Kurasova, Olga. Heuristic approach for minimizing the projection error in the integrated mapping // European journal of operational research. ISSN 0377-2217. 2006, Vol. 171, iss. 3, p. 859-878. DOI: 10.1016/j.ejor.2004.09.011.
180Dagienė, Valentina; Dzemyda, Gintautas; Sapagovas, Mifodijus. Evalution of the cultural-based paradigm for informatics education in secondary schools - two decades of Lithuanian experience // Lecture notes in computer science. ISSN 0302-9743. 2006, Vol. 4226, p. 1-12. DOI: 10.1007/11915355_1.
181Medvedev, Viktor; Dzemyda, Gintautas. Optimization of the local search in the training for SAMANN neural network // Journal of global optimization. ISSN 0925-5001. 2006, Vol. 35, Iss. 4, p. 607-623. DOI: 10.1007/s10898-005-5368-1.
182Bernatavičienė, Jolita; Dzemyda, Gintautas; Kurasova, Olga; Marcinkevičius, Virginijus. Optimal decisions in combining the SOM with nonlinear projection methods // European journal of operational research. ISSN 0377-2217. 2006, Vol. 173, iss. 3, p. 729-745. DOI: 10.1016/j.ejor.2005.05.030.
183Bernatavičienė, Jolita; Dzemyda, Gintautas; Kurasova, Olga; Marcinkevičius, Virginijus; Šaltenis, Vydūnas; Tiešis, Vytautas. Visualization and analysis of the eye fundus parameters // Proceedings of the 6th Nordic conference on eHealth and telemedicine NCeHT2006 : 31 August - 1 September 2006, Finlandia Hall, Helsinki, Finland. Helsinki. 2006, p. 267-268. Prieiga per internetą: <http://www.nceht2006.org/NCeHT2006_Proceedings_.pdf>.
184Treigys, Povilas; Šaltenis, Vydūnas; Dzemyda, Gintautas; Barzdžiukas, Valerijus. Automated optic nerve disk parameterization // Proceedings of the 6th Nordic conference on eHealth and telemedicine NCeHT2006 : 31 August - 1 September 2006, Finlandia Hall, Helsinki, Finland. Helsinki. 2006, p. 67-68. Prieiga per internetą: <http://www.nceht2006.org/NCeHT2006_Proceedings_.pdf>.
185Paunksnis, Alvydas; Lukoševičius, Arūnas; Dzemyda, Gintautas; Kriščiukaitis, Aliukas; Vainoras, Alfonsas. Information technologies for human health - clinical decision support project // Proceedings of the 6th Nordic conference on eHealth and telemedicine NCeHT2006 : 31 August - 1 September 2006, Finlandia Hall, Helsinki, Finland. Helsinki. 2006, p. 63-64. Prieiga per internetą: <http://www.nceht2006.org/NCeHT2006_Proceedings_.pdf>.
186Medvedev, Viktor; Dzemyda, Gintautas. Speed up of the SAMANN neural network retraining // Lecture notes in artificial intelligence. ISSN 0302-9743. 2006, Vol. 4029, p. 94-103. DOI: 10.1007/11785231_11.
187Bernatavičienė, Jolita; Dzemyda, Gintautas; Kurasova, Olga; Marcinkevičius, Virginijus; Medvedev, Viktor. The problem of visual analysis of multidimensional medical data // Springer optimization and its applications. Vol. 4, Models and algorithms for global optimization. New York : Springer, 2007. ISBN 0387367209. p. 277-298. DOI: 10.1007/978-0-387-36721-7_17.
188Medvedev, Viktor; Dzemyda, Gintautas. Retraining of the SAMANN network // SOFSEM 2006: theory and practice of computer science : 32nd conference on current trends in theory and practice of computer science : Mĕřín, Czech Republic, January 2006 : Proceedings. Vol. 2. Prague : Institute of computer science AS CR, 2006. ISBN 8090329845. p. 137-144.
189Karbauskaitė, Rasa; Dzemyda, Gintautas. Multidimensionad data projection algorithms saving calculations of distances // Information technology and control. ISSN 1392-124X. 2006, Vol. 35, no. 1, p. 57-64. Prieiga per internetą: <http://itc.ktu.lt/itc351/Karbaus351.pdf>.
190Medvedev, Viktor; Dzemyda, Gintautas. Retraining the neural network for data visualization // IFIP International Federation for Information Processing. 204, Artificial Intelligence Applications and Innovations : 3rd IFIP Conference on Artificial Intelligence Applications and Innovations (AIAI) 2006 : June 7-9, 2006, Athens, Greece. Boston : Springer, 2006. ISBN 9780387342238. p. 27-34. DOI: 10.1007/0-387-34224-9.
191Paunksnis, Alvydas; Barzdžiukas, Valerijus; Jegelevičius, Darius; Kurapkienė, Skaidra; Dzemyda, Gintautas. The use of information technologies for diagnosis in ophthalmology // Journal of telemedicine and telecare : TeleMed and Health'05 : Meeting healthcare challenges. ISSN 1357-633X. 2006, vol. 12 Suppl. 1, p. 37-40.
192Medvedev, Viktor; Dzemyda, Gintautas. Vizualizavimui skirto neuroninio tinklo mokymosi greičio optimizavimas = Optimization of the learning rate in the algorithm for data visualization // Lietuvos matematikos rinkinys. ISSN 0132-2818. 2005, T. 45, spec, Nr, p. 426-431. DOI: 10.15388/LMR.2005.29205.
193Dzemyda, Gintautas. Multidimensional data visualization in the statistical analysis of curricula // Computational statistics & data analysis. ISSN 0167-9473. 2005, Vol. 49, Iss. 1, p. 265-281. DOI: 10.1016/j.csda.2004.05.001.
194Tumasonis, Romanas; Dzemyda, Gintautas. Analitiniai duomenų gavimo būdai šiuolaikinėse informacinėse sistemose = Analytical data mining in modern information systems // Informacinės technologijos 2005: aktualijos ir perspektyvos : IV mokslinės konferencijos pranešimų medžiaga. Alytus : Alytaus kolegija, 2005. ISBN 9955977906. p. 180-186.
195Dzemyda, Gintautas; Kurasova, Olga. Oftalmologinių duomenų vizuali analizė = Visual analysis of ophthalmologic data // Informacijos mokslai. ISSN 1392-0561. 2005, T. 34, p. 237-242.
196Dzemyda, Gintautas; Medvedev, Viktor. Daugiamačius duomenis vizualizuojančio neuroninio tinklo permokymo strategijos = Retraining strategies for the neural network visualizing the multidimensional data // Informacijos mokslai. ISSN 1392-0561. 2005, T. 34, p. 263-267.
197Dzemyda, Gintautas; Bernatavičienė, Jolita; Kurasova, Olga; Marcinkevičius, Virginijus. Minimization of the mapping error using coordinate descent // WSCG'2005 : the 13-th International conference in Central Europe on computer graphics, visualization and computer vision 2005 in co-operation with Eurographics. Plzen : University of West Bohemia, 2005. ISBN 8090310095. p. 169-172. Prieiga per internetą: <http://wscg.zcu.cz/wscg2005/Papers_2005/Short/B43-full.pdf>.
198Tumasonis, Romanas; Dzemyda, Gintautas. Analysis of the statistical characteristics in mining of frequent sequences // Intelligent information processing and web mining : proceedings of the International IIS: IIPWM’05 conference held in Gdansk, Poland, June 13-16, 2005. Berlin : Springer-Verlag, 2005. ISBN 3540250565. p. 377-387.
199Medvedev, Viktor; Dzemyda, Gintautas. SAMANN neuroninio tinklo mokymo problemos = Problems of training the SAMANN neural network // Informacinės technologijos 2005 : konferencijos pranešimų medžiaga, [2005 m. sausio 26-27 d., Kaunas, Lietuva]. T. 2. Kaunas : Technologija, 2005. ISBN 9955097884. p. 394-399. Prieiga per internetą: <http://internet.ktu.lt/lt/mokslas/konf05/konf_02/IT2005/Sekc10.pdf>.
200Tumasonis, Romanas; Dzemyda, Gintautas. Statistinių charakteristikų analizė dažnų sekų paieškoje = Analysis of the statistical characteristics in mining of frequent sequences // Informacinės technologijos 2005 : konferencijos pranešimų medžiaga, [2005 m. sausio 26-27 d., Kaunas, Lietuva]. T. 1. Kaunas : Technologija, 2005. ISBN 9955097884. p. 108-113. Prieiga per internetą: <http://internet.ktu.lt/lt/mokslas/konf05/konf_02/IT2005/Sekc03.pdf>.
201Tumasonis, Romanas; Dzemyda, Gintautas. The statistical characteristics in probabilistic algorithm for mining frequent sequences // Rigas tehniskas universitates zinatniskie raksti. 5. ser., Datorzinatne. ISSN 1407-7493. 2005, Sēj. 22, p. 85-93.
202Bernatavičienė, Jolita; Berškienė, Kristina; Ašeriškytė, Dovilė; Dzemyda, Gintautas; Vainoras, Alfonsas; Navickas, Zenonas. Fraktalinių dimensijų biomedicininio informatyvumo analizė = Fraktalinių dimensijų biomedicininio informatyvumo analizė // Biomedicininė inžinerija : tarptautinės konferencijos pranešimų medžiaga = proceedings of international conference, Kauno technologijos universitetas, 2005 m. spalio 27-28. Kaunas : Technologija, 2005. ISBN 995509950X. p. 27-31.
203Dzemyda, Gintautas (sudarytojas); Šaltenis, Vydūnas (sudarytojas); Žilinskas, Antanas (sudarytojas). Stochastic and global optimization / edited by Gintautas Dzemyda, Vydūnas Šaltenis, Antanas Žilinskas ; Institute of mathematics and informatics. Dordrecht : Kluwer Academic Publishers, 2002. 233, [4] p. ISBN 1402004842.
204Ališauskienė, Aurelija (sudarytojas); Dzemyda, Gintautas (redaktorius); Marcinkevičius, Juozas (redaktorius); Sapagovas, Mifodijus (redaktorius); Steponaitienė, Audronė (redaktorius). Akademikas Jonas Mockus : bibliografinė rodyklė / sudarė Aurelija Ališauskienė ; redakcinė kolegija: Gintautas Dzemyda, Juozas Marcinkevičius (pirm.), Mifodijus Sapagovas, Audronė Steponaitienė (ats. red.) ; recenzavo Nijolė Šaduikienė. Vilnius : Matematikos ir informatikos institutas, 2001. 66 p.
205Dzemyda, Gintautas; Kurasova, Olga; Šaltenis, Vydūnas; Tiešis, Vytautas. Lietuvos pedagogų duomenų bazių analizė matematikos mokymo požiūriu = The analysis of the Lithuanian teacher's databases in the scope of mathematics' teaching // Lietuvos matematikos rinkinys. Vilnius. ISSN 0132-2818. eISSN 2335-898X. 2001, t. 41, spec. nr. p. 272-277. DOI: 10.15388/LMR.2001.34504.
206Dzemyda, Gintautas; Kurasova, Olga. Daugiamačių duomenų vizualizavimas įvertinant savireguliuojančių neuroninių tinklų mokymo eigą = Visualization of multidimensional data taking into account the learning flow of the self organizing neural network // Lietuvos matematikos rinkinys. Vilnius. ISSN 0132-2818. eISSN 2335-898X. 2002, t. 42, spec. nr. p. 235-240. DOI: 10.15388/LMR.2002.32894.
207Dzemyda, Gintautas; Kurasova, Olga. Comparative analysis of the graphical result presentation in the SOM software = Savireguliuojančių žemėlapių programų rezultatų grafinio pateikimo lyginamoji analizė // Informatica. ISSN 0868-4952. 2002, Vol. 13, no. 3, p. 275-286.
208Šaltenis, Vydūnas; Dzemyda, Gintautas; Tiešis, Vytautas. Quantitative forecasting and assessment models in the state education system = Kiekybiniai prognozavimo ir vertinimo modeliai švietimo sistemoje // Informatica. ISSN 0868-4952. 2002, Vol. 13, no. 4, p. 485-500.
209Dzemyda, Gintautas; Kurasova, Olga. Dirbtinių neuroninių tinklų taikymas bendrojo lavinimo mokykloms palyginti = Application of the artificial neural networks to compare the Lithuanian secondary schools // Informacijos mokslai. ISSN 1392-0561. 2002, T. 22, p. 42-50.
210Dzemyda, Gintautas; Petkus, Tomas. Application of computer network to solve the complex applied multiple criteria optimization problems = Kompiuterių tinklo taikymas sudėtingiems optimizavimo uždaviniams spręsti // Informatica. ISSN 0868-4952. 2001, Vol. 12, no. 1, p. 45-60.
211Dzemyda, Gintautas; Tiešis, Vytautas. Visualisation of multidimensional objects and the socio-economical impact to activity in EC RTD databases = Daugiamačių objektų vizualizacija ir socio-ekonominių faktorių įtaka aktyvumui Europos komisijos mokslo ir technologijų duomenų bazėse // Informatica. ISSN 0868-4952. 2001, Vol. 12, no. 2, p. 239-262.
212Dzemyda, Gintautas; Petkus, Tomas. Computer networks in multiple criteria optimization = Kompiuterių tinklų naudojimas daugelio kriterijų optimizavimo uždaviniams spręsti // Informacinės technologijos ir valdymas. ISSN 1392-124X. 2001, Nr. 3(20), p. 23-36, 63.
213Dzemyda, Gintautas; Kurasova, Olga; Šaltenis, Vydūnas; Tiešis, Vytautas. Informatikos mokytojų poreikis bei kokybiniai rodikliai = Demand and indicators of informatics teachers // Informacijos mokslai. ISSN 1392-0561. 2001, T. 18, p. 31-34.
214Dzemyda, Gintautas; Gudynas, Pranas; Šaltenis, Vydūnas; Tiešis, Vytautas; Sutkienė, Vaida (redaktorius); Stapčinskienė, Giedrė (iliustratorius). Lietuvos pedagogai ir moksleiviai : analizė ir prognozė / Gintautas Dzemyda, Pranas Gudynas, Vydūnas Šaltenis, Vytautas Tiešis ; [recenzavo Petras Gailutis Adomėnas, Irena Zaleskienė ; kalbos redaktorė Vaida Sutkienė ; viršelio dailininkė Giedrė Stapčinskienė]. Vilnius : Mokslo aidai, 2001. 165, [1] p. ISBN 9986479819.
215Dzemyda, Gintautas; Kurasova, Olga. Procesų, vykstančių bendrojo lavinimo mokyklose, analizė naudojantis dirbtiniais neuroniniais tinklais = Analysis of the processes in the Lithuanian secondary school by using artificial neural networks // Švietimo reforma ir mokytojų rengimas. Ugdymas ir informacinės visuomenės kūrimas : VIII tarptautinė mokslinė konferencija, Vilnius, 2001 lapkričio 14-16 d. : Pranešimai. Vilnius. 2001, p. 14-22.
216Dzemyda, Gintautas; Kurasova, Olga; Šaltenis, Vydūnas; Tiešis, Vytautas. Lietuvos pedagogų duomenų bazių analizė // Informacinės technologijos 2001 : Konferencijos pranešimų medžiaga. Kaunas, 2001. ISBN 9955090987. p. 79-86.
217Dzemyda, Gintautas; Leonavičius, Gražvydas. Dirbtinių neuroninių tinklų taikymas studijų procesui analizuoti // Informacinės technologijos kariuomenėje : 2001 m. mokslinių seminarų medžiaga. Vilnius, 2002. ISBN 9955423145. p. 38-45.
218Dzemyda, Gintautas. Visualization of a set of parameters characterized by their // Computational statistics & data analysis. ISSN 0167-9473. 2001, Vol.36, Iss.1, p. 15.
219Dzemyda, Gintautas; Šaltenis, Vydūnas; Tiešis, Vytautas. Forecasting Models in the State Education System = Prognozavimo modeliai švietimo sistemoje // Informatics in education. ISSN 1648-5831. 2003, Vol. 2, no. 1, p. 3-14.
220Dzemyda, Gintautas. Informatikų rengimo problemos Lietuvoje = : Problems of training informatics specialist in Lithuania // XII pasaulio lietuvių mokslo ir kūrybos simpoziumas : Čikaga, 2003 m. gegužės 21-25 d. : tezių rinkinys. Vilnius. 2003, p. 177. Prieiga per internetą: <http://www.lms.lt/mks/sekcijos/informatika/Dzemyda_gintautas.doc>.
221Dzemyda, Gintautas; Kurasova, Olga; Marcinkevičius, Virginijus. Lygiagretūs skaičiavimai savireguliuojančio neuroninio tinklo junginyje su Sammono algoritmu = Parallelization in combining the SOM and Sammon's mapping // Lietuvos matematikos rinkinys. ISSN 0132-2818. 2003, T. 43, spec, nr, p. 218-222. DOI: 10.15388/LMR.2003.32403.
222Dzemyda, Gintautas; Bernatavičienė, Jolita; Kurasova, Olga; Marcinkevičius, Virginijus. Sammono projekcijos paklaidos minimizavimo strategijos = Strategies of minimization of Sammon's mapping error // Lietuvos matematikos rinkinys. ISSN 0132-2818. 2004, T. 44, spec, Nr, p. 628-633. DOI: 10.15388/LMR.2004.32210.
223Medvedev, Viktor; Dzemyda, Gintautas. Vizualizavimo paklaidos lygiagrečiose SAMANN algoritmo realizacijose = Mapping error in the parallel realizations of SAMANN algorithm // Lietuvos matematikos rinkinys. ISSN 0132-2818. 2004, T. 44, spec, Nr, p. 649-654. DOI: 10.15388/LMR.2004.32221.
224Dzemyda, Gintautas; Kurasova, Olga. Parallelization of the SOM-based integrated mapping // Lecture notes in computer science. ISSN 0302-9743. 2004, Vol. 3070, p. 178-183. DOI: 10.1007/b98109.
225Dzemyda, Gintautas. Visual analysis of the multidimensional meteorological data // Lecture notes in computer science. ISSN 0302-9743. 2004, Vol. 3036, p. 652-656. DOI: 10.1007/b97987.
226Dzemyda, Gintautas. Matematikos ir informatikos vienovė // Mokslas ir technika. ISSN 0134-3165. 2005, Nr. 5, p. 30-31. Prieiga per internetą: <http://neris.mii.lt/mt/straipsniai/20055/mat.doc>.
227Dzemyda, Gintautas; Šaltenis, Vydūnas; Tiešis, Vytautas. Knowledge based decision support in the state education policy // Modelling and simulation of business systems : international conference, May 13-14, 2003 Vilnius. Kaunas : Technologija, 2003. ISBN 9955094206. p. 10-14.
228Dzemyda, Gintautas. Animated visual analysis of extremal problems // Stochastic and global optimization. Dordrecht, Boston, London, 2002. ISBN 1402004842. p. 65-91.