Gintautas Dzemyda

96 papers B 1C 1Misc 9Journal 50Unranked 16
YearRankTypeTitle / Venue / Authors
2025 J jnl
Deep learning-based aggregate analysis to identify cut-off points for decision-making in pancreatic cancer detection.
Expert Syst. J. Knowl. Eng.
Gintautas Dzemyda, Olga Kurasova, Viktor Medvedev, Ausra Suboniene, Aiste Kielaite-Gulla, Arturas Samuilis, Dziugas Jagminas, Kestutis Strupas
2025 J jnl
The Effective Evaluation of Emotions in the Visual Emotion Images Using Convolutional Neural Networks.
IEEE Access
Modestas Motiejauskas, Gintautas Dzemyda
2024 Misc ed.
Digital Business and Intelligent Systems - 16th International Baltic Conference, Baltic DB&IS 2024, Vilnius, Lithuania, June 30 - July 3, 2024, Proceedings
DB&IS
Audrone Lupeikiene, Jolita Ralyté, Gintautas Dzemyda
2024 J jnl
EfficientNet Convolutional Neural Network with Gram Matrices Modules for Predicting Sadness Emotion.
Int. J. Comput. Commun. Control
Modestas Motiejauskas, Gintautas Dzemyda
2024 J jnl
Enhancing credit card fraud detection: highly imbalanced data case.
J. Big Data
Dalia Breskuviene, Gintautas Dzemyda
2024 J jnl
Geometric multidimensional scaling: efficient approach for data dimensionality reduction.
J. Glob. Optim.
Gintautas Dzemyda, Martynas Sabaliauskas
2024 — ed.
Good Practices and New Perspectives in Information Systems and Technologies - WorldCIST 2024, Volume 1, Lodz, Poland, 26-28 March 2024.
WorldCIST (1)
Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Aneta Poniszewska-Maranda
2024 — ed.
Good Practices and New Perspectives in Information Systems and Technologies - WorldCIST 2024, Volume 2, Lodz, Poland, 26-28 March 2024.
WorldCIST (2)
Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Aneta Poniszewska-Maranda
2024 — ed.
Good Practices and New Perspectives in Information Systems and Technologies - WorldCIST 2024, Volume 3, Lodz, Poland, 26-28 March 2024.
WorldCIST (3)
Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Aneta Poniszewska-Maranda
2024 — ed.
Good Practices and New Perspectives in Information Systems and Technologies - WorldCIST 2024, Volume 4, Lodz, Poland, 26-28 March 2024.
WorldCIST (4)
Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Aneta Poniszewska-Maranda
2024 — ed.
Information Systems and Technologies - WorldCIST 2023, Volume 2, Pisa, Italy, April 4-6, 2023.
WorldCIST (2)
Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Valentina Colla
2024 — ed.
Information Systems and Technologies - WorldCIST 2023, Volume 3, Pisa, Italy, April 4-6, 2023.
WorldCIST (3)
Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Valentina Colla
2024 — ed.
Information Systems and Technologies - WorldCIST 2023, Volume 4, Pisa, Italy, April 4-6, 2023.
WorldCIST (4)
Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Valentina Colla
2024 — ed.
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), Vilnius, Lithuania, June 30-July 3, 2024.
Doctoral Consortium/Forum@DB&IS
Audrone Lupeikiene, Jolita Ralyté, Diana Kalibatiene, Tarmo Robal, Gintautas Dzemyda
2023 J jnl
Categorical Feature Encoding Techniques for Improved Classifier Performance when Dealing with Imbalanced Data of Fraudulent Transactions.
Int. J. Comput. Commun. Control
Dalia Breskuviene, Gintautas Dzemyda
2023 J jnl
Reinforcement learning strategies for vessel navigation.
Integr. Comput. Aided Eng.
Andrius Daranda, Gintautas Dzemyda
2022 J jnl
Geometric MDS Performance for Large Data Dimensionality Reduction and Visualization.
Informatica
Gintautas Dzemyda, Martynas Sabaliauskas, Viktor Medvedev
2022 — ed.
Information Systems and Technologies - WorldCIST 2022, Volume 1, Budva, Montenegro, 12-14 April, 2022.
WorldCIST (1)
Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira
2022 — ed.
Information Systems and Technologies - WorldCIST 2022, Volume 2, Budva, Montenegro, 12-14 April, 2022.
WorldCIST (2)
Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira
2022 — ed.
Information Systems and Technologies - WorldCIST 2022, Volume 3, Budva, Montenegro, 12-14 April, 2022.
WorldCIST (3)
Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira
2022 — conf
Multi-Core Implementation of Geometric Multidimensional Scaling for Large-Scale Data.
WorldCIST (2)
Gintautas Dzemyda, Viktor Medvedev, Martynas Sabaliauskas
2021 — conf
Artificial Intelligence Based Strategy for Vessel Decision Support System.
WorldCIST (1)
Andrius Daranda, Gintautas Dzemyda
2021 J jnl
Geometric multidimensional scaling: A new approach for data dimensionality reduction.
Appl. Math. Comput.
Gintautas Dzemyda, Martynas Sabaliauskas
2021 — conf
New Capabilities of the Geometric Multidimensional Scaling.
WorldCIST (2)
Gintautas Dzemyda, Martynas Sabaliauskas
2021 J jnl
Novel Machine learning approach for Self-Aware prediction based on the Contextual reasoning.
Int. J. Comput. Commun. Control
Andrius Daranda, Gintautas Dzemyda
2021 — conf
On the Computational Efficiency of Geometric Multidimensional Scaling.
ESSE
Gintautas Dzemyda, Martynas Sabaliauskas
2021 J jnl
Pancreas Segmentation in CT Images: State of the Art in Clinical Practice.
Balt. J. Mod. Comput.
Ingrida Poce, Jaroslava Arsenjeva, Aiste Kielaite-Gulla, Arturas Samuilis, Kestutis Strupas, Gintautas Dzemyda
2021 J jnl
The Concept of AI-Based Algorithm: Analysis of CEUS Images and HSPs for Identification of Early Parenchymal Changes in Severe Acute Pancreatitis.
Informatica
Aiste Kielaite-Gulla, Arturas Samuilis, Renaldas Raisutis, Gintautas Dzemyda, Kestutis Strupas
2021 — ed.
Trends and Applications in Information Systems and Technologies - Volume 1, WorldCIST 2021, Terceira Island, Azores, Portugal, 30 March - 2 April, 2021.
WorldCIST (1)
Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Ana Maria Ramalho Correia
2021 — ed.
Trends and Applications in Information Systems and Technologies - Volume 2, WorldCIST 2021, Terceira Island, Azores, Portugal, 30 March - 2 April, 2021.
WorldCIST (2)
Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Ana Maria Ramalho Correia
2021 — ed.
Trends and Applications in Information Systems and Technologies - Volume 3, WorldCIST 2021, Terceira Island, Azores, Portugal, 30 March - 2 April, 2021.
WorldCIST (3)
Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Ana Maria Ramalho Correia
2021 — ed.
Trends and Applications in Information Systems and Technologies - Volume 4, WorldCIST 2021, Terceira Island, Azores, Portugal, 30 March - 2 April, 2021.
WorldCIST (4)
Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Ana Maria Ramalho Correia
2020 J jnl
Emotional, affective and biometrical states analytics of a built environment.
Eng. Appl. Artif. Intell.
Arturas Kaklauskas, Ajith Abraham, Gintautas Dzemyda, Saulius Raslanas, Mark Seniut, Ieva Ubarte, Olga Kurasova, Arune Binkyte-Veliene, Justas Cerkauskas
2020 J jnl
Kriging Predictor for Facial Emotion Recognition Using Numerical Proximities of Human Emotions.
Informatica
Rasa Karbauskaite, Leonidas Sakalauskas, Gintautas Dzemyda
2020 J jnl
Navigation Decision Support: Discover of Vessel Traffic Anomaly According to the Historic Marine Data.
Int. J. Comput. Commun. Control
Andrius Daranda, Gintautas Dzemyda
2019 — conf
A Novel Geometric Approach to the Problem of Multidimensional Scaling.
NUMTA (2)
Gintautas Dzemyda, Martynas Sabaliauskas
2019 J jnl
Affective analytics of demonstration sites.
Eng. Appl. Artif. Intell.
Arturas Kaklauskas, D. Jokubauskas, Justas Cerkauskas, Gintautas Dzemyda, Ieva Ubarte, D. Skirmantas, A. Podviezko, I. Simkute
2019 J jnl
Corrigendum to 'Affective analytics of demonstration sites' [Eng. Appl. Artif. Intell. 81 (2019) 346-372].
Eng. Appl. Artif. Intell.
Arturas Kaklauskas, D. Jokubauskas, Justas Cerkauskas, Gintautas Dzemyda, Ieva Ubarte, D. Skirmantas, A. Podviezko, I. Simkute
2019 — ed.
Databases and Information Systems X - Selected Papers from the Thirteenth International Baltic Conference, DB&IS 2018, Trakai, Lithuania, July 1-4, 2018.
DB&IS (Selected Papers)
Audrone Lupeikiene, Olegas Vasilecas, Gintautas Dzemyda
2018 J jnl
Adaptive Eye Fundus Vessel Classification for Automatic Artery and Vein Diameter Ratio Evaluation.
Informatica
Giedrius Stabingis, Jolita Bernataviciene, Gintautas Dzemyda, Alvydas Paunksnis, Lijana Stabingiene, Povilas Treigys, Ramute Vaicaitiene
2018 J jnl
Approximation of the Ribs-Bounded Contour in a Tomography Scan Slice.
Int. J. Inf. Technol. Decis. Mak.
Mykolas J. Bilinskas, Gintautas Dzemyda, Mantas Trakymas
2018 Misc conf
Data Science and Advanced Digital Technologies.
DB&IS
Gintautas Dzemyda
2018 Misc ed.
Databases and Information Systems - 13th International Baltic Conference, DB&IS 2018, Trakai, Lithuania, July 1-4, 2018, Proceedings
DB&IS
Audrone Lupeikiene, Olegas Vasilecas, Gintautas Dzemyda
2017 J jnl
A new web-based solution for modelling data mining processes.
Simul. Model. Pract. Theory
Viktor Medvedev, Olga Kurasova, Jolita Bernataviciene, Povilas Treigys, Virginijus Marcinkevicius, Gintautas Dzemyda
2017 J jnl
Automated 2D Segmentation of Prostate in T2-weighted MRI Scans.
Int. J. Comput. Commun. Control
Justinas Jucevicius, Povilas Treigys, Jolita Bernataviciene, Ruta Briediene, Ieva Naruseviciute, Gintautas Dzemyda, Viktor Medvedev
2017 J jnl
Feature-Based Registration of Thorax CT Scan Slices.
Informatica
Mykolas J. Bilinskas, Gintautas Dzemyda, Mantas Trakymas
2017 J jnl
Speeding-up the Fitting of the Model Defining the Ribs-bounded Contour.
Appl. Comput. Syst.
Mykolas J. Bilinskas, Gintautas Dzemyda, Martynas Sabaliauskas
2016 J jnl
Big Multidimensional Datasets Visualization Using Neural Networks - Efficient Decision Support.
Complex Syst. Informatics Model. Q.
Gintautas Dzemyda, Viktor Medvedev, Audrone Lupeikiene, Olga Kurasova, Albertas Caplinskas
2016 — ch.
Cloud Computing Approach for Intelligent Visualization of Multidimensional Data.
Advances in Stochastic and Deterministic Global Optimization
Jolita Bernataviciene, Gintautas Dzemyda, Olga Kurasova, Virginijus Marcinkevicius, Viktor Medvedev, Povilas Treigys
2016 J jnl
Fractal-Based Methods as a Technique for Estimating the Intrinsic Dimensionality of High-Dimensional Data: A Survey.
Informatica
Rasa Karbauskaite, Gintautas Dzemyda
2015 J jnl
A new Recommendation Model for the User Clustering-Based Recommendation System.
Inf. Technol. Control.
Aurimas Rapecka, Gintautas Dzemyda
2015 — conf
Decision Support via Big Multidimensional Data Visualization.
BIR Workshops
Audrone Lupeikiene, Viktor Medvedev, Olga Kurasova, Albertas Caplinskas, Gintautas Dzemyda
2015 J jnl
Method for Visual Detection of Similarities in Medical Streaming Data.
Int. J. Comput. Commun. Control
Jolita Bernataviciene, Gintautas Dzemyda, Gediminas Bazilevicius, Viktor Medvedev, Virginijus Marcinkevicius, Povilas Treigys
2015 J jnl
Optimization Of The Maximum Likelihood Estimator For Determining The Intrinsic Dimensionality Of High-Dimensional Data.
Int. J. Appl. Math. Comput. Sci.
Rasa Karbauskaite, Gintautas Dzemyda
2015 J jnl
Swarm Intelligence for Frequency Management in Smart Grids.
Informatica
Jose Evora, Jose Juan Hernandez, Mario Hernández, Gintautas Dzemyda, Olga Kurasova, Enrique Kremers
2014 J jnl
Advanced Planning and Scheduling Systems: Modeling and Implementation Challenges.
Informatica
Audrone Lupeikiene, Gintautas Dzemyda, Ferenc Kiss, Albertas Caplinskas
2013 Misc ed.
Databases and Information Systems VII - Selected Papers from the Tenth International Baltic Conference, DB&IS 2012, Vilnius, Lithuania, July 8-11, 2012
DB&IS
Albertas Caplinskas, Gintautas Dzemyda, Audrone Lupeikiene, Olegas Vasilecas
2013 J jnl
Markov Models in the Analysis of Frequent Patterns in Financial Data.
Informatica
Julija Pragarauskaite, Gintautas Dzemyda
2012 — ed.
Local Proceedings and Materials of Doctoral Consortium of the Tenth International Baltic Conference on Databases and Information Systems, Vilnius, Lithuania, July 8-11, 2012
DB&IS (Local Proceedings)
Albertas Caplinskas, Gintautas Dzemyda, Audrone Lupeikiene, Olegas Vasilecas
2012 J jnl
Processing of Undesirable Business Events in Advanced Production Planning Systems.
Informatica
Albertas Caplinskas, Gintautas Dzemyda, Ferenc Kiss, Audrone Lupeikiene
2011 J jnl
Efficient Data Projection for Visual Analysis of Large Data Sets Using Neural Networks.
Informatica
Viktor Medvedev, Gintautas Dzemyda, Olga Kurasova, Virginijus Marcinkevicius
2011 J jnl
Large-Scale Data Analysis Using Heuristic Methods.
Informatica
Gintautas Dzemyda, Leonidas Sakalauskas
2011 — conf
Large-Scale Multidimensional Data Visualization: A Web Service for Data Mining.
ServiceWave
Gintautas Dzemyda, Virginijus Marcinkevicius, Viktor Medvedev
2011 J jnl
Recommended Biometric Stress Management System.
Expert Syst. Appl.
Arturas Kaklauskas, Edmundas Kazimieras Zavadskas, Andrejus Pruskus, Andrejus Vlasenko, Lina Bartkiene, Rasa Paliskiene, Lina Zemeckyte, V. Gerstein, Gintautas Dzemyda, Gintautas Tamulevicius
2011 J jnl
Web-based Biometric Computer Mouse Advisory System to Analyze a User's Emotions and Work Productivity.
Eng. Appl. Artif. Intell.
Arturas Kaklauskas, Edmundas Kazimieras Zavadskas, Mark Seniut, Gintautas Dzemyda, V. Stankevic, C. Simkevicius, T. Stankevic, Rasa Paliskiene, A. Matuliauskaite, Simona Kildiene, Lina Bartkiene, Sergejus Ivanikovas, Viktor Gribniak
2010 J jnl
Analysis of Thermovisual Data of the Radio-Frequency Impact on the Myocardium Damage.
Informatica
Vincentas Veikutis, Gintautas Dzemyda, Povilas Treigys, Kristina Morkunaite, Algidas Basevicius, Saulius Lukosevicius, Gintare Sakalyte, Antanas Sederevicius
2009 J jnl
Optimization and Knowledge-Based Technologies.
Informatica
Gintautas Dzemyda, Leonidas Sakalauskas
2009 J jnl
Topology Preservation Measures in the Visualization of Manifold-Type Multidimensional Data.
Informatica
Rasa Karbauskaite, Gintautas Dzemyda
2008 J jnl
Automated Optic Nerve Disc Parameterization.
Informatica
Povilas Treigys, Vydunas Saltenis, Gintautas Dzemyda, Valerijus Barzdziukas, Alvydas Paunksnis
2008 — conf
Automated Positioning of Overlapping Eye Fundus Images.
ICCS (1)
Povilas Treigys, Gintautas Dzemyda, Valerijus Barzdziukas
2008 C conf
Large Datasets Visualization with Neural Network Using Clustered Training Data.
ADBIS
Sergejus Ivanikovas, Gintautas Dzemyda, Viktor Medvedev
2007 J jnl
Conditions for Optimal Efficiency of Relative MDS.
Informatica
Jolita Bernataviciene, Gintautas Dzemyda, Virginijus Marcinkevicius
2007 — ch.
Dimension Reduction and Data Visualization Using Neural Networks.
Emerging Artificial Intelligence Applications in Computer Engineering
Gintautas Dzemyda, Olga Kurasova, Viktor Medvedev
2007 — conf
Dimensionality Problem in the Visualization of Correlation-Based Data.
ICANNGA (2)
Gintautas Dzemyda, Olga Kurasova
2007 — conf
Parallel Realizations of the SAMANN Algorithm.
ICANNGA (2)
Sergejus Ivanikovas, Viktor Medvedev, Gintautas Dzemyda
2007 — conf
Parameter System for Human Physiological Data Representation and Analysis.
IbPRIA (1)
Olga Kurasova, Gintautas Dzemyda, Alfonsas Vainoras
2006 — conf
Evolution of the Cultural-Based Paradigm for Informatics Education in Secondary Schools - Two Decades of Lithuanian Experience.
ISSEP
Valentina Dagiene, Gintautas Dzemyda, Mifodijus Sapagovas
2006 J jnl
Heuristic approach for minimizing the projection error in the integrated mapping.
Eur. J. Oper. Res.
Gintautas Dzemyda, Olga Kurasova
2006 J jnl
Optimal decisions in combining the SOM with nonlinear projection methods.
Eur. J. Oper. Res.
Jolita Bernataviciene, Gintautas Dzemyda, Olga Kurasova, Virginijus Marcinkevicius
2006 J jnl
Optimization of the Local Search in the Training for SAMANN Neural Network.
J. Glob. Optim.
Viktor Medvedev, Gintautas Dzemyda
2006 Misc conf
Retraining the Neural Network for Data Visualization.
AIAI
Viktor Medvedev, Gintautas Dzemyda
2006 Misc conf
Speed Up of the SAMANN Neural Network Retraining.
ICAISC
Viktor Medvedev, Gintautas Dzemyda
2005 — conf
Analysis of the Statistical Characteristics in Mining of Frequent Sequences.
Intelligent Information Systems
Romanas Tumasonis, Gintautas Dzemyda
2005 — conf
Minimization of the Mapping Error using Coordinate Descent.
WSCG (Short Papers)
Gintautas Dzemyda, Jolita Bernataviciene, Olga Kurasova, Virginijus Marcinkevicius
2005 J jnl
Multidimensional data visualization in the statistical analysis of curricula.
Comput. Stat. Data Anal.
Gintautas Dzemyda
2004 Misc conf
Parallelization of the SOM-Based Integrated Mapping.
ICAISC
Gintautas Dzemyda, Olga Kurasova
2004 — conf
The Probabilistic Algorithm for Mining Frequent Sequences.
ADBIS (Local Proceedings)
Romanas Tumasonis, Gintautas Dzemyda
2004 Misc conf
Visual Analysis of the Multidimensional Meteorological Data.
International Conference on Computational Science
Gintautas Dzemyda
2003 J jnl
Forecasting Models in the State Education System.
Informatics Educ.
Gintautas Dzemyda, Vydunas Saltenis, Vytautas Tiesis
2003 Misc conf
Visualization of Multidimensional Data Taking into Account the Learning Flow of the Self-Organizing Neural Network.
WSCG
Gintautas Dzemyda, Olga Kurasova
2002 J jnl
Comparative Analysis of the Graphical Result Presentation in the SOM Software.
Informatica
Gintautas Dzemyda, Olga Kurasova
2002 — conf
Method of Visual Data Mining for the Analysis of Curricula.
BalticDB&IS
Gintautas Dzemyda
2002 J jnl
Quantitative Forecasting and Assessment Models in the State Education System.
Informatica
Vydunas Saltenis, Gintautas Dzemyda, Vytautas Tiesis
2001 J jnl
Application of Computer Network to Solve the Complex Applied Multiple Criteria Optimization Problems.
Informatica
Gintautas Dzemyda, Tomas Petkus
2001 J jnl
Visualisation of Multidimensional Objects and the Socio-Economical Impact to Activity in EC RTD Databases.
Informatica
Gintautas Dzemyda, Vytautas Tiesis
1996 B conf
Visual analysis of a set of function values.
ICPR
Gintautas Dzemyda