Gintautas Dzemyda

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 32

Top Topics

Decision Support

Multidimensional Data

Multidimensional Scaling

Top Venues

Int. J. Comput. Commun. Control

Eng. Appl. Artif. Intell.

Publications

Gintautas Dzemyda, Martynas Sabaliauskas
Geometric multidimensional scaling: efficient approach for data dimensionality reduction. J. Glob. Optim. 88 (1) (2024)
Dalia Breskuviene, Gintautas Dzemyda
Categorical Feature Encoding Techniques for Improved Classifier Performance when Dealing with Imbalanced Data of Fraudulent Transactions. Int. J. Comput. Commun. Control 18 (3) (2023)
Andrius Daranda, Gintautas Dzemyda
Reinforcement learning strategies for vessel navigation. Integr. Comput. Aided Eng. 30 (1) (2023)
Gintautas Dzemyda, Martynas Sabaliauskas, Viktor Medvedev
Geometric MDS Performance for Large Data Dimensionality Reduction and Visualization. Informatica 33 (2) (2022)
Gintautas Dzemyda, Viktor Medvedev, Martynas Sabaliauskas
Multi-Core Implementation of Geometric Multidimensional Scaling for Large-Scale Data. WorldCIST (2) (2022)
Aiste Kielaite-Gulla, Arturas Samuilis, Renaldas Raisutis, Gintautas Dzemyda, Kestutis Strupas
The Concept of AI-Based Algorithm: Analysis of CEUS Images and HSPs for Identification of Early Parenchymal Changes in Severe Acute Pancreatitis. Informatica 32 (2) (2021)
Gintautas Dzemyda, Martynas Sabaliauskas
Geometric multidimensional scaling: A new approach for data dimensionality reduction. Appl. Math. Comput. 409 (2021)
Ingrida Poce, Jaroslava Arsenjeva, Aiste Kielaite-Gulla, Arturas Samuilis, Kestutis Strupas, Gintautas Dzemyda
Pancreas Segmentation in CT Images: State of the Art in Clinical Practice. Balt. J. Mod. Comput. 9 (1) (2021)
Andrius Daranda, Gintautas Dzemyda
Artificial Intelligence Based Strategy for Vessel Decision Support System. WorldCIST (1) (2021)
Gintautas Dzemyda, Martynas Sabaliauskas
New Capabilities of the Geometric Multidimensional Scaling. WorldCIST (2) (2021)
Gintautas Dzemyda, Martynas Sabaliauskas
On the Computational Efficiency of Geometric Multidimensional Scaling. ESSE (2021)
Andrius Daranda, Gintautas Dzemyda
Novel Machine learning approach for Self-Aware prediction based on the Contextual reasoning. Int. J. Comput. Commun. Control 16 (4) (2021)
Arturas Kaklauskas, Ajith Abraham, Gintautas Dzemyda, Saulius Raslanas, Mark Seniut, Ieva Ubarte, Olga Kurasova, Arune Binkyte-Veliene, Justas Cerkauskas
Emotional, affective and biometrical states analytics of a built environment. Eng. Appl. Artif. Intell. 91 (2020)
Rasa Karbauskaite, Leonidas Sakalauskas, Gintautas Dzemyda
Kriging Predictor for Facial Emotion Recognition Using Numerical Proximities of Human Emotions. Informatica 31 (2) (2020)
Andrius Daranda, Gintautas Dzemyda
Navigation Decision Support: Discover of Vessel Traffic Anomaly According to the Historic Marine Data. Int. J. Comput. Commun. Control 15 (3) (2020)
Arturas Kaklauskas, D. Jokubauskas, Justas Cerkauskas, Gintautas Dzemyda, Ieva Ubarte, D. Skirmantas, A. Podviezko, I. Simkute
Affective analytics of demonstration sites. Eng. Appl. Artif. Intell. 81 (2019)
Arturas Kaklauskas, D. Jokubauskas, Justas Cerkauskas, Gintautas Dzemyda, Ieva Ubarte, D. Skirmantas, A. Podviezko, I. Simkute
Corrigendum to 'Affective analytics of demonstration sites' [Eng. Appl. Artif. Intell. 81 (2019) 346-372]. Eng. Appl. Artif. Intell. 81 (2019)
Gintautas Dzemyda, Martynas Sabaliauskas
A Novel Geometric Approach to the Problem of Multidimensional Scaling. NUMTA (2) (2019)
Mykolas J. Bilinskas, Gintautas Dzemyda, Mantas Trakymas
Approximation of the Ribs-Bounded Contour in a Tomography Scan Slice. Int. J. Inf. Technol. Decis. Mak. 17 (1) (2018)
Giedrius Stabingis, Jolita Bernataviciene, Gintautas Dzemyda, Alvydas Paunksnis, Lijana Stabingiene, Povilas Treigys, Ramute Vaicaitiene
Adaptive Eye Fundus Vessel Classification for Automatic Artery and Vein Diameter Ratio Evaluation. Informatica 29 (4) (2018)
Gintautas Dzemyda
Data Science and Advanced Digital Technologies. DB&IS (2018)
Mykolas J. Bilinskas, Gintautas Dzemyda, Mantas Trakymas
Feature-Based Registration of Thorax CT Scan Slices. Informatica 28 (3) (2017)
Viktor Medvedev, Olga Kurasova, Jolita Bernataviciene, Povilas Treigys, Virginijus Marcinkevicius, Gintautas Dzemyda
A new web-based solution for modelling data mining processes. Simul. Model. Pract. Theory 76 (2017)
Justinas Jucevicius, Povilas Treigys, Jolita Bernataviciene, Ruta Briediene, Ieva Naruseviciute, Gintautas Dzemyda, Viktor Medvedev
Automated 2D Segmentation of Prostate in T2-weighted MRI Scans. Int. J. Comput. Commun. Control 12 (1) (2017)
Mykolas J. Bilinskas, Gintautas Dzemyda, Martynas Sabaliauskas
Speeding-up the Fitting of the Model Defining the Ribs-bounded Contour. Appl. Comput. Syst. 21 (1) (2017)
Rasa Karbauskaite, Gintautas Dzemyda
Fractal-Based Methods as a Technique for Estimating the Intrinsic Dimensionality of High-Dimensional Data: A Survey. Informatica 27 (2) (2016)
Gintautas Dzemyda, Viktor Medvedev, Audrone Lupeikiene, Olga Kurasova, Albertas Caplinskas
Big Multidimensional Datasets Visualization Using Neural Networks - Efficient Decision Support. Complex Syst. Informatics Model. Q. 6 (2016)
Rasa Karbauskaite, Gintautas Dzemyda
Optimization Of The Maximum Likelihood Estimator For Determining The Intrinsic Dimensionality Of High-Dimensional Data. Int. J. Appl. Math. Comput. Sci. 25 (4) (2015)
Jose Evora, Jose Juan Hernandez, Mario Hernandez, Gintautas Dzemyda, Olga Kurasova, Enrique Kremers
Swarm Intelligence for Frequency Management in Smart Grids. Informatica 26 (3) (2015)
Audrone Lupeikiene, Viktor Medvedev, Olga Kurasova, Albertas Caplinskas, Gintautas Dzemyda
Decision Support via Big Multidimensional Data Visualization. BIR Workshops (2015)
Aurimas Rapecka, Gintautas Dzemyda
A new Recommendation Model for the User Clustering-Based Recommendation System. Inf. Technol. Control. 44 (1) (2015)
Jolita Bernataviciene, Gintautas Dzemyda, Gediminas Bazilevicius, Viktor Medvedev, Virginijus Marcinkevicius, Povilas Treigys
Method for Visual Detection of Similarities in Medical Streaming Data. Int. J. Comput. Commun. Control 10 (1) (2015)
Audrone Lupeikiene, Gintautas Dzemyda, Ferenc Kiss, Albertas Caplinskas
Advanced Planning and Scheduling Systems: Modeling and Implementation Challenges. Informatica 25 (4) (2014)
Julija Pragarauskaite, Gintautas Dzemyda
Markov Models in the Analysis of Frequent Patterns in Financial Data. Informatica 24 (1) (2013)
Albertas Caplinskas, Gintautas Dzemyda, Ferenc Kiss, Audrone Lupeikiene
Processing of Undesirable Business Events in Advanced Production Planning Systems. Informatica 23 (4) (2012)
Arturas Kaklauskas, Edmundas Kazimieras Zavadskas, Andrejus Pruskus, Andrejus Vlasenko, Lina Bartkiene, Rasa Paliskiene, Lina Zemeckyte, V. Gerstein, Gintautas Dzemyda, Gintautas Tamulevicius
Recommended Biometric Stress Management System. Expert Syst. Appl. 38 (11) (2011)
Gintautas Dzemyda, Virginijus Marcinkevicius, Viktor Medvedev
Large-Scale Multidimensional Data Visualization: A Web Service for Data Mining. ServiceWave (2011)
Gintautas Dzemyda, Leonidas Sakalauskas
Large-Scale Data Analysis Using Heuristic Methods. Informatica 22 (1) (2011)
Viktor Medvedev, Gintautas Dzemyda, Olga Kurasova, Virginijus Marcinkevicius
Efficient Data Projection for Visual Analysis of Large Data Sets Using Neural Networks. Informatica 22 (4) (2011)
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
Web-based Biometric Computer Mouse Advisory System to Analyze a User's Emotions and Work Productivity. Eng. Appl. Artif. Intell. 24 (6) (2011)
Vincentas Veikutis, Gintautas Dzemyda, Povilas Treigys, Kristina Morkunaite, Algidas Basevicius, Saulius Lukosevicius, Gintare Sakalyte, Antanas Sederevicius
Analysis of Thermovisual Data of the Radio-Frequency Impact on the Myocardium Damage. Informatica 21 (3) (2010)
Gintautas Dzemyda, Leonidas Sakalauskas
Optimization and Knowledge-Based Technologies. Informatica 20 (2) (2009)
Rasa Karbauskaite, Gintautas Dzemyda
Topology Preservation Measures in the Visualization of Manifold-Type Multidimensional Data. Informatica 20 (2) (2009)
Povilas Treigys, Gintautas Dzemyda, Valerijus Barzdziukas
Automated Positioning of Overlapping Eye Fundus Images. ICCS (1) (2008)
Sergejus Ivanikovas, Gintautas Dzemyda, Viktor Medvedev
Large Datasets Visualization with Neural Network Using Clustered Training Data. ADBIS (2008)
Povilas Treigys, Vydunas Saltenis, Gintautas Dzemyda, Valerijus Barzdziukas, Alvydas Paunksnis
Automated Optic Nerve Disc Parameterization. Informatica 19 (3) (2008)
Jolita Bernataviciene, Gintautas Dzemyda, Virginijus Marcinkevicius
Conditions for Optimal Efficiency of Relative MDS. Informatica 18 (2) (2007)
Olga Kurasova, Gintautas Dzemyda, Alfonsas Vainoras
Parameter System for Human Physiological Data Representation and Analysis. IbPRIA (1) (2007)
Gintautas Dzemyda, Olga Kurasova
Dimensionality Problem in the Visualization of Correlation-Based Data. ICANNGA (2) (2007)
Sergejus Ivanikovas, Viktor Medvedev, Gintautas Dzemyda
Parallel Realizations of the SAMANN Algorithm. ICANNGA (2) (2007)
Viktor Medvedev, Gintautas Dzemyda
Retraining the Neural Network for Data Visualization. AIAI (2006)
Valentina Dagiene, Gintautas Dzemyda, Mifodijus Sapagovas
Evolution of the Cultural-Based Paradigm for Informatics Education in Secondary Schools - Two Decades of Lithuanian Experience. ISSEP (2006)
Gintautas Dzemyda, Olga Kurasova
Heuristic approach for minimizing the projection error in the integrated mapping. Eur. J. Oper. Res. 171 (3) (2006)
Viktor Medvedev, Gintautas Dzemyda
Optimization of the Local Search in the Training for SAMANN Neural Network. J. Glob. Optim. 35 (4) (2006)
Viktor Medvedev, Gintautas Dzemyda
Speed Up of the SAMANN Neural Network Retraining. ICAISC (2006)
Jolita Bernataviciene, Gintautas Dzemyda, Olga Kurasova, Virginijus Marcinkevicius
Optimal decisions in combining the SOM with nonlinear projection methods. Eur. J. Oper. Res. 173 (3) (2006)
Gintautas Dzemyda, Jolita Bernataviciene, Olga Kurasova, Virginijus Marcinkevicius
Minimization of the Mapping Error using Coordinate Descent. WSCG (Short Papers) (2005)
Romanas Tumasonis, Gintautas Dzemyda
Analysis of the Statistical Characteristics in Mining of Frequent Sequences. Intelligent Information Systems (2005)
Gintautas Dzemyda
Multidimensional data visualization in the statistical analysis of curricula. Comput. Stat. Data Anal. 49 (1) (2005)
Gintautas Dzemyda
Visual Analysis of the Multidimensional Meteorological Data. International Conference on Computational Science (2004)
Romanas Tumasonis, Gintautas Dzemyda
The Probabilistic Algorithm for Mining Frequent Sequences. ADBIS (Local Proceedings) (2004)
Gintautas Dzemyda, Olga Kurasova
Parallelization of the SOM-Based Integrated Mapping. ICAISC (2004)
Gintautas Dzemyda, Vydunas Saltenis, Vytautas Tiesis
Forecasting Models in the State Education System. Informatics Educ. 2 (1) (2003)
Gintautas Dzemyda, Olga Kurasova
Visualization of Multidimensional Data Taking into Account the Learning Flow of the Self-Organizing Neural Network. WSCG (2003)
Vydunas Saltenis, Gintautas Dzemyda, Vytautas Tiesis
Quantitative Forecasting and Assessment Models in the State Education System. Informatica 13 (4) (2002)
Gintautas Dzemyda
Method of Visual Data Mining for the Analysis of Curricula. BalticDB&IS (2002)
Gintautas Dzemyda, Olga Kurasova
Comparative Analysis of the Graphical Result Presentation in the SOM Software. Informatica 13 (3) (2002)
Gintautas Dzemyda, Vytautas Tiesis
Visualisation of Multidimensional Objects and the Socio-Economical Impact to Activity in EC RTD Databases. Informatica 12 (2) (2001)
Gintautas Dzemyda, Tomas Petkus
Application of Computer Network to Solve the Complex Applied Multiple Criteria Optimization Problems. Informatica 12 (1) (2001)
Gintautas Dzemyda
Visual analysis of a set of function values. ICPR (1996)