Cognitive Computing Group

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Cognitive Computing GroupCognitive Computing Group

 

Address

Akademijos st. 4, room 615
Vilnius, Lithuania

Head of the Group
prof. habil. dr. Gintautas Dzemyda

Tel: +370 5 210 9321
E-mail:

 

 

 

Research fields

  • Artificial neural networks;
  • Big data;
  • Bioinformatics;
  • Data mining;
  • Deep learning;
  • Global optimization methods;
  • Multi-objective optimization;
  • Image analysis, feature detection, image reconstruction, medical image processing;
  • Internet data mining;
  • Fractal dimensionality;
  • Local optimization methods;
  • Machine learning;
  • Medical data analysis and decision support;
  • Multiple criteria decision support;
  • Operations research;
  • Optimal control applications;
  • Parallel computing;
  • Simulation models in epidemiology, education, economics, and energy with uncertainty;
  • Statistical simulation;
  • Stochastic programming;
  • Swarm intelligence;
  • Visualization of multidimensional data;
  • Web service development. 

Science and Education

2017-2019 Optimal decisions in the problems of data mining, visualization, and image processing

Head: Prof. Habil. Dr. Gintautas Dzemyda, Prof. Dr. Olga Kurasova

Description: The aim of the project is to develop the integrated data mining, visualization, and image processing methods and tools and to apply them to solve the problems in economics, health care, medicine and chemical engineering.

Main results:

  1. A new web-based solution for defining and modelling data mining processes has been proposed.
  2. An algorithm for automated 2D segmentation of prostate in magnetic resonance imaging has been developed.
  3. A preference-based multi-objective evolutionary algorithm with stochastic local search has been developed.
  4. In the analysis of transversal plane images, obtained by computer tomography scans, a method of the feature-based registration has been developed, where the model of the rib-bounded contour serves as the basis of the similarity criterion of image slices.
  5. Methods of multiobjective optimization have been applied to optimal design of tecgnological processes in chemical engineering.

 

Phd Students

Name, Surname Supervisor Field of
study		 Theme Time of study
Mohammed Alfatih Osman Abdalsalam Prof. Habil. Dr. Gintautas Dzemyda N 009 Visualising Multidimensional Data for Explanatory
Artificial Intelligence		 2024-2028
Dalia Breskuvienė Prof. Habil. Dr. Gintautas Dzemyda T 007 Optimization of the Training Set of Classifier for Better
Classification Accuracy		 2021-2025
Viktoras Bulavas Prof. Habil. Dr. Gintautas Dzemyda,
Consultant Prof. Dr. Virginijus Marcinkevičius		 N 009 Applying Machine Learning Methods for Early Detection
of Cyber Security Incidents		 2017-2025
Modestas Motiejauskas Prof. Habil. Dr. Gintautas Dzemyda N 009 The Problems of Human Emotion Recognition in
Facial Pictures Using CNN 		 2021-2025
Algimantas Skuodis Prof. Dr. Olga Kurasova N 009 Real-Time Multi-Person Body Pose Tracking Using Machine
Learning Methods		 2022-2026
Aušra Šubonienė Prof. Dr. Olga Kurasova N 009 Pancreatic cancer segmentation using semi-supervised machine
learning methods		 2023-2027
Žydrūnas Vaišnoras Prof. Dr. Olga Kurasova N 009 Developing Machine Learning Methods to Detect
Intrusions in Computer Networks		 2019-2026

Projects

  • Lithuanian education system status and its influencing factors modeling (No. MIP-024/2015,Research Council of Lithuania) Dr. A. Jakaitienė. 2015-2017.
  • Creation of Production Planning Algorithm (No. 20161005-01/APS- 580000-1991, 2016-2017, UAB Netcode)
  • COST action Big Data Era in Sky and Earth Observation TD1403 Member of Managing Committee Prof. Dr. Olga Kurasova. 2014-2018, http://www.cost.eu/COST_Actions/TDP/Actions/TD1403
  • COST action High-Performance Modelling and Simulation for Big Data Applications (cHiPSet) IC1406 Member of Managing Committee Dr. Viktor Medvedev 2014-2018, http://www.cost.eu/COST_Actions/ict/IC1406
  • COST action A new Network of European BioImage Analysts to advance life science imaging (NEUBIAS) CA15124 Member of Managing Committee Dr. Povilas Treigys 2016-2020, http://www.cost.eu/COST_Actions/ca/CA15124
  • COST action Open Multiscale Systems Medicine CA15120 Member of Managing Committee dr. Jolita Bernatavičienė 2016-2020, http://www.cost.eu/COST_Actions/ca/CA15120

History

The group was founded in 2017 by reorganizing the structure of the Institute of Mathematics and Informatics of Vilnius University.

Staff and PhD students

Employees

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Prof. Habil. Dr. Gintautas Dzemyda

Department: Cognitive Computing Group
Position: Principal Researcher, Professor, Head of Group

Address: Akademijos st. 4, room 615, Vilnius
Tel: +370 5 210 9321
E-mail:  

 

Rokas Gipiškis

Department: Cognitive Computing Group
Position: Junior Researcher

Address: Akademijos st. 4, Vilnius
E-mail:
Social profiles: ResearchGate profilis   Akademia profilis 

 

Ivona Juchnevičiūtė

Department: Cognitive Computing Group
Position: Specialist

Address: Akademijos st. 4, room 221, Vilnius
E-mail:  

Karbauskaitė

Dr. Rasa Karbauskaitė

Department: Cognitive Computing Group
Position: Researcher

Address: Akademijos st. 4, room 604B, Vilnius
Tel: +370 5 210 9338
E-mail:   

 

Oskaras Klimašauskas

Department: Cognitive Computing Group
Position: Technician, Senior Project Specialist

Address: Akademijos st. 4, Vilnius
E-mail:  

olga kurasova

Prof. dr. Olga Kurasova

Department: Cognitive Computing Group
Position: Principal Researcher, Professor

Address: Akademijos st. 4, room 620, Vilnius
Tel: +370 5 210 9322
E-mail:

Social profiles:

 

Dr. Gerda Ana Melnik-Leroy

Department: Cognitive Computing Group
Position: Senior Researcher

Address: Akademijos st. 4, room 221, Vilnius
Tel: +370 5 210 9730
E-mail:

 

Assoc. Prof. Dr. Martynas Sabaliauskas

Department: Cognitive Computing Group
Position: Associate Professor, Research

Address: Akademijos st. 4, room 604C, Vilnius
Tel: +370 5 210 9305
E-mail:  

 

Phd students

 

Dalia Breskuvienė

Department: Cognitive Computing Group
Position: PhD student, Junior Researcher
Field: Informatics Engineering

Address: Akademijos st. 4, Vilnius
E-mail:


 

Viktoras Bulavas

Department: Cognitive Computing Group 
Position: PhD student
Field: Informatics

Address: Saulėtekio al. 9, ITTC (JK2), room 207, Vilnius
Phone: +370 5 236 6202
E-mail:  

 

Viktoras Bulavas on ResearchGate

 

Modestas Motiejauskas

Department: Cognitive Computing Group
Position: PhD student
Field: Informatic

Address: Akademijos st. 4, room 608A, Vilnius
E-mail:  

 

Algimantas Skuodis

Department: Cognitive Computing Group
Position: PhD student
Field: Informatics

Address: Akademijos st. 4, Vilnius
E-mail:  

 

Aušra Šubonienė

Department: Cognitive Computing Group
Position: PhD student, Junior Researcher
Field: Informatic

Address: Akademijos st. 4, room 221, Vilnius
Phone: +370 5 210 9730
E-mail:

 

Žydrūnas Vaišnoras

Department: Cognitive Computing Group
Position: PhD student, Junior Assistant Professor, Project Junior Researcher
Field: Informatics

Address: Akademijos st. 4, Vilnius
E-mail: