Mokslinė produkcija

Publikacijos

Pranešimai konferencijose ir seminaruose

2022

Olga Kurasova, Gintautas Dzemyda, Viktor Medvedev, Aušra Šubonienė, Rokas Gipiškis, Kęstutis Strupas, Aistė Gulla, Artūras Samuilis, Džiugas Jagminas Deep Learning Models for Pancreatic Cancer Detection in CT Images 32nd European Conference on Operational Research, EURO 2022, July 3-6, 2022, Espoo, Finland.

Viktor Medvedev, Martynas Sabaliauskas, Gintautas Dzemyda Exploring the possibilities of geometric multidimensional scaling for large-scale data https://euro2022espoo.com/

Aistė Kielaitė-Gulla, Olga Kurasova, Artūras Samuilis, Džiugas Jagminas, Viktor Medvedev, Aušra Šubonienė, Rokas Gipiškis, Kęstutis Strupas, Gintautas Dzemyda 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

Aistė Kielaitė-Gulla, Kęstutis Strupas, Artūras Samuilis, Olga Kurasova, Viktor Medvedev, Jaroslava Arsenjeva, Simonas Zaronskis, Gintautas Dzemyda 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

Gintautas Dzemyda Geometric Multidimensional Scaling: A New Approach for Data Dimensionality Reduction 9th International Conference on Computers Communications and Control (ICCCC), Agora University of Oradea, Oradea, Romania, May 16-20, 2022. Keynote speaker

Gintautas Dzemyda, Viktor Medvedev, Martynas Sabaliauskas Multi-Core Implementation of Geometric Multidimensional Scaling for Large-Scale Data WorldCIST 2022 - 10th World Conference on Information Systems and Technologies, Budva, Montenegro, April 12-14, 2022, Online

Dalia Breskuvienė, Gintautas Dzemyda Clustering-based optimization in fraud detection classifier training 32nd European Conference on Operational Research, EURO 2022, July 3-6, 2022, Espoo, Finland.

2021

Gintautas Dzemyda, Martynas Sabaliauskas On the Computational Efficiency of Geometric Multidimensional Scaling 2021 2nd European Symposium on Software Engineering (ESSE 2021), November 19-21, 2021

Gintautas Dzemyda, Martynas Sabaliauskas Data visualization using geometric multidimensional scaling The 22nd Conference of the International Federation of Operational Research Societies (IFORS 2021), Seoul, Korea, August 23-27, 2021

2020

Martynas Sabaliauskas, Gintautas Dzemyda Visual analysis of multidimensional scaling using GeoGebra 8th International Conference on Computers Communications and Control (ICCCC), Agora University of Oradea, Oradea, Romania, May 11-15, 2020. Virtuali

Gintautas Dzemyda Recent advances in data dimensionality reduction using multidimensional scaling 8th International Conference on Computers Communications and Control (ICCCC), Agora University of Oradea, Oradea, Romania, May 11-15, 2020. Virtuali

2019

Gintautas Dzemyda, Martynas Sabaliauskas A Novel Geometric Approach to the Problem of Multidimensional Scaling Numta 2019, Numerical Computations: Theory And Algorithms, The 3rd International Conference And Summer School, June 15 – 21, 2019 – Le Castella Village, Italy

Gintautas Dzemyda, Martynas Sabaliauskas New Method to Minimize the Stress in MultidimensionalScaling CDAM-2019, XII International Conference COMPUTER DATA ANALYSIS & MODELING 2019. Stochastics & Data Science September, September 18-22, 2019, Minsk, Belarus

2018

Gintautas Dzemyda, Olga Kurasova, Viktor Medvedev, Giedrė Dzemydaitė Visualization of data: Methods, software and applications International Conference on Modern Mathematical Methods and High Performance Computing in Science and Technology (M3HPCST 2018), January 4-6, 2018, Ghaziabad, India

Apdovanojimai

2021 m. Gintautas Dzemyda, Olga Kurasova Lietuvos mokslo premija už darbų ciklą „Nuo duomenų mokslo link dirbtinio intelekto technologijų (2006–2020)“

2019 m. Gintautas Dzemyda VU Rektoriaus mokslo premija labiausiai nusipelniusiems universiteto bendruomenės nariams

2019 m. Gintautas Dzemyda Latvijos universiteto garbės daktaro vardas (Doctor honoris causa)

MTEP projektai ir užsakymai

2020–2022 m. Mokslininkų grupių projektai. Geometrinis metodas daugiamačių skalių uždaviniui spręsti

Dalyvavimas darbo grupėse, komisijose ir komitetuose

Member of Scientific Council. Lithuanian National M. Mažvydas Library

Expert. Lithuanian Agency for Science, Innovation and Technology

Member of the Lithuanian Science Prize Committee, Scientific Secretary. Lithuanian Ministry of Science and Sport

Full member, Chairman of the Division of Technical Sciences. Lithuanian Academy of Sciences

Valdybos narys. UAB Orthobaltic

Visuomenei ir ūkio subjektams suteiktos konsultacijos

2021 m. Consultancy and expert assessment. Projects and proposals submitted to the Agency for Science, Innovation and Technology

2020 m. Consultancy and expert assessment. Projects and proposals submitted to the Agency for Science, Innovation and Technology

2019 m. Consultancy and expert assessment. Projects and proposals submitted to the Agency for Science, Innovation and Technology

Organizuotos mokslinės konferencijos ir renginiai

13th conference Data Analysis Methods for Software Systems December 1–3, 2022, Druskininkai, Lithuania

WorldCIST 2022 - 10th World Conference on Information Systems and Technologies April 12-14, 2022, Budva, Montenegro

12th conference Data Analysis Methods for Software Systems December 2–4, 2021, Druskininkai, Lithuania

WorldCIST 2021 - 9th World Conference on Information Systems and Technologies April 12-14, 2021, Terceira Island, Portugal

11th international workshop Data Analysis Methods for Software Systems December 28–30, 2019, Druskininkai, Lithuania

13th biennial international Baltic conference on Databases and Information Systems Baltic DB&IS 2018 July 1-4, 2018, Trakai, Lithuania

10th international workshop Data Analysis Methods for Software Systems November 29 – December 1, 2018, Druskininkai, Lithuania

Jungtinis sistemų analizės seminaras Kiekvieną pirmadienį, VU Duomenų mokslo ir skaitmeninių technologijų institutas

Narystės mokslinių žurnalų redakcinėse kolegijose

Baltic Journal of Modern Computing. Editor-in-Chief

Informatica (IOSPress/VU). Editor-in-Chief

Financial Innovation; International Journal of Computers. Editorial board member

Communications and Control. Editorial board member

Applied Computer Systems. Editorial board member

Informatics in Education. Editorial board member

Journal of Civil Engineering and Management. Editorial board member

Nonlinear Analysis: Modelling and Control. Editorial board member

Mathematics and Informatics. Journal of the Belarusian State University. Editorial board member

Narystės darbo grupėse

2007–Present IFIP TC12 “Artificial Intelligence” a Technical Committees of the International Federation for Information Processing (IFIP). Representative of Lithuania

Mokslo populiarinimas

Gintautas Dzemyda, Jolita Bernatavičienė, Janusz Kacprzyk . 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