Research

The projects and and scientific research that are carried out at the Faculty of Informatics are devoted to the possibilities of applying information technology in various activities and sectors. The Faculty is the only in Lithuania belonging to the Informatics Europe association, which unites the strongest informatics scientists, researchers and academic staff. The Association now has 115 members from all over Europe.

 

Research areas

Internet of Things and services is a global infrastructure of the information society that combines physical and virtual things using currently existing and being developed information and telecommunication technologies and provides advanced services. The application of Internet of Things includes environmental protection, transport, logistics, farming, trade, health protection, public safety, smart and digital cities, smart houses.

Human-computer interface is a science about the relationship between two complicated systems – computer system and its user. As computer systems become more and more advanced, new types of interface (neural, brain, sight, gestures, etc.) emerge, that can be combined when trying to simplify the usage of digital systems and the information transfer.

Semantic web sees the future Internet network as a global database. Semantic network infrastructure would allow for people and machines to make decisions as to how the information should be categorised and used.

Program system development analyses the questions of solving real-world problems. System testing is relevant when creating sustainable programs that would work properly, for a long time and without major problems.

The creation and analysis of multidisciplinary models examines the aspects of how objects and processes that exist in real world are modelled and simulated in computer systems.

 

Research groups

Research Group Department Principal Investigator
Artificial Intelligence and Image Processing Methods in Multimedia Department of Multimedia Engineering assoc. prof. dr. Armantas Ostreika
Cyber Security Department of Computer Sciences prof. dr. Algimantas Venčkauskas
Internet-of-Things and Services Department of Computer Sciences prof. dr. Egidijus Kazanavičius
Multidisciplinary Models Department of Applied Informatics prof. dr. Rimantas Barauskas
Multimodal Human-Computer Interactions Department of Software Engineering prof. dr. Tomas Blažauskas
Semantics and Knowledge-Based Engineering of Information Systems Department of Information Systems prof. dr. Rimantas Butleris
Smart Educational Technologies and Their Application Department of Multimedia Engineering dr. Daina Gudonienė
Systems Design and Testing Department of Software Engineering prof. dr. Eduardas Bareiša
Other Researchers in Informatics

Research at Divisions

 

Scientific achievements and impact

Impact of scientific research

Scientific research and projects that are carried out by the Faculty correspond to the strategic priorities of the University, the priority fields of research development of the Faculty and priorities of smart specialisation in Lithuania: smart environments, information technologies, semantic technologies, cybersecurity, ICT infrastructure.

Defended dissertations

Dissertations defended at the Faculty solve the problems of technology creation and application, and analyse the recommendations for their installation in the areas of cutting-edge information science, such as: business information systems (A. Šukys, 2017; A. Kriščiūnas, 2017), e-health systems (R. Girčys), advanced human-computer interface (I. Martišius, 2016) and Internet of things (N. Jusas, 2017). These areas are crucial for development of contemporary society, and smart environments that make people’s lives more comfortable and easier.


NAME, SURNAME
TITLE OF THE THESIS SUPERVISOR YEAR
Sam Gilvine Samuvel Research and Implementation of the Methods to Recognize Vacius Jusas 2021
Gintarė Žekienė Hybrid Recognition Technology for Lithuanian Voice Commands Kastytis Ratkevičius 2021
Eglė Butkevičiūtė ECG Signal Analysis for the Modelling of Training Process and Fatigue Evaluation Liepa Bikulčienė 2021
Donatas Mažeika Model-Based Systems Engineering Method for Creating Secure Systems Lina Nemuraitė, Rimantas Butleris 2021
Darius Dirvanauskas Algorithm for Live Cell Classification and Monitoring Based on Deep Neural Networks Rytis Maskeliūnas 2021
Tadas Telksnys Construction of Solitary Solutions to Differential Equations via Operator Techniques Minvydas Kazys Ragulskis 2020
Šarūnas Grigaliūnas Development of Cybercrime Forensic Investigation Method Jevgenijus Toldinas 2020
Justas Šalkevičius Virtual Reality for Anxiety Recognition Using Physiological Signals – Framework, Methods and Evaluation Robertas Damaševičius 2020
Giedrius Oberauskas Hybrid Models of Ammonia Production Technological Process and Their Application in Process Control Vytautas Galvanauskas 2020
Andrius Lauraitis Hybrid Classification Model for Neural Impairment Detection Rytis Maskeliūnas 2020
Tomas Uktveris Multi-Class EEG Signal Classification and Acquisition System for Brain-Computer Interface Vacius Jusas 2019
Sandra Aleksienė Hiding Visual Information in Deformable and Two-Dimensional Moiré Gratings Minvydas Kazys Ragulskis, Eligijus Sakalauskas 2019
Mindaugas Vasiljevas Human-Assistive Interface Model of Physiological Computing Systems Robertas Damaševičius 2019
Mindaugas Bražėnas Investigation of Phase-Type Distribution of Fourth Order Structures for Fitting and Markov Arrival Process Fitting by Expectation Maximization Algorithm Parallelization Eimutis Valakevičius 2019
Julius Gelšvartas Multifunctional User Interface for Quadriplegics: Development and Investigation Rimvydas Simutis 2019
Jonas Muleravičius The E-Wallet in an E-Commerce System Eligijus Sakalauskas 2019
Evelina Stanavičienė The Application of Hybrid Genetic Algorithms for the Grey Pattern Problem Alfonsas Misevičius 2019
Martynas Vaidelys Self-Organizing Patterns in Information Hiding Applications Minvydas Kazys Ragulskis 2018
Jonas Minelga Computational Intelligence Methods for Non-Invasive Larynx Pathology Screening Antanas Verikas 2018
Eglė Mickevičiūtė Business Process Representation Based on Business Vocabulary and Business Rules Semantics Rimantas Butleris 2018
Audrius Nečiūnas Algorithms of Numerical Simulation of Elastic Waves Propagating in Dissipative Environments Rimantas Barauskas 2018

Nerijus Jusas

 

Creation of Systems of Internet of Things, Based on Feature-Based Models

 

Algimantas Venčkauskas 2017

Algirdas Šukys

 

Ontology Queries Based on the Semantics of the Vocabulary and Activity Rules

 

Lina Nemuraitė 2017

Andrius Kriščiūnas

 

Creation of Fast Convergent Numerical Algorithms for Short Wave Research

 

Rimantas Barauskas 2017

Dalia Čalnerytė

 

Creation of Multidisciplinary Numerical Models for the Analysis of Dynamics of Flexible Unidirectional Composites

 

Rimantas Barauskas 2017

Rolandas Girčys

 

Creation and Research of a Wearable, Real-Time Blood Flow Monitoring System

 

Egidijus Kazanavičius 2016

Ignas Martišius

 

Data Capture and Signal Processing Algorithms for Brain-to-Computer Interface

 

Robertas Damaševičius 2016

Jaroslav Karpovič

 

Representation of Semantics of Operational Dictionaries and Activity Rules in Language of Semantic Network Ontologies

 

Lina Nemuraitė 2015

Kristina Bespalova

 

Automated Creation of Meta-Softwares and Specialisation Using Transformations of Feature-Based Models

 

Vytautas Štuikys 2015

Impact of technological solutions

As it is important that the activity of the Faculty’s scientists and researchers would be more visible and appreciated by society and would make science and technologies more popular, the research-based technological solutions and inventions are presented at national (TECHNORAMA) and international science exhibitions. Startups created on the basis of the Faculty alumni inventions are among the most ambitious and successful in Lithuania.

Publications and their impact

The researchers and scientists of the Faculty publish research results in the top-ranking international journals with impact factor including Nature Scientific Reports (IF=4.259), Biophysical Journal (IF=3.668); Composite Structures (IF=3.858), Information Sciences (IF=3.893), Technological and Economic Development of Economy (IF=3,224), Computers & Operations Research (IF=2.600), Computers & Industrial Engineering (IF=2.623), Journal of Systems and Software (IF=2.444), Sensors (2.677), Expert Systems with Applications (IF=2.981), BioMed Research International (IF=2.134), PeerJ (2.177) and others. The outcomes scientific research conducted at KTU are being presented at the best international scientific conferences of the field.

Scientific events and their impact

The annual International Conference on Information and Software Technologies (ICIST), previously known as Information Technologies, has long been the largest and most important international science conference in the field of information technology in Lithuania. It was organised for the first time in 1995, and since 2008 the conference became international. The program committee is mainly composed of scientists and researchers from the institutions abroad. Since 2008, conference publications are published on Thomson Reuters WoS Proceedings database. The event is important for science and studies in Lithuania in several aspects as it encompasses the wide range of topics in the fields of informatics engineering and informatics, focusing especially on system simulation and software development. Scientists from Lithuania and other countries annually submit more than 120 articles to the International Program Committee of the conference. Since 2012, the main conference proceeding is published in the Springer‐Verlag CCIS series (publications belonging to this series are referred to in Thomson Reuters Web of Science and Scopus databases).

International conference ALTA: Intelligent Learning Technology involves scientists, study experts, representatives of State and educational institutions who introduce new methodological and technological solutions for the education system. The purpose of the conference is to promote international co-operation, the development of science in Lithuania and scientific relations

Science laureates, awards and achievements

LMA (Lithuanian Academy of Sciences) Young Scientist scholarships for the achievements in the fields of physical, biomedical, agricultural and technological sciences (2010-2011):

  1. Dr. Robertas Damaševičius, Kaunas University of Technology
  2. Dr. Rytis Maskeliūnas, Kaunas University of Technology
 

Research infrastructure and achievements

Two centres provide research services at the Faculty:

Centre of Information Systems Design Technology

The Centre focuses on scientific research and technological development of informatics engineering and informatics fields, on creation of new scientific knowledge and its application in study process and promotion to the society. There are five active research laboratories at the Centre:

  • Laboratory of Semantic Technologies
  • Laboratory of Data Analysis
  • Laboratory of Requirements Engineering
  • Laboratory of Business Process Management
  • Laboratory of Information Systems Development

Centre of Information Systems Design Technology

The Centre was established by reorganising a science laboratory of Information Systems and Databases Programming at the Faculty of Informatics, Department of Information Systems. An official abbreviation for this centre is ISPTC.

The Centre provides services for applied research, experimental development and technical feasibility studies.

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Centre of Real Time Computer Systems

The Centre of Real Time Computer Systems carries out applied and fundamental research in the areas of smart environments and the Internet of things and services. Scientists and researchers of the Centre take part in international and national projects, actively collaborate with companies around the world. Together with TEO LT AB projects such as GALA and TV MOZAIKA were completed. AXMEDIS content distribution system was created in collaboration with foreign partners. The Centre collaborates with Aalborg, London City, Danish Technical, Darmstadt universities and their research centres. The Centre is also in contact with Siemens, Philips, Advantech, Analog Devices, Texas Instruments, Microsoft, Intermedix and other global companies.

Centre of Real Time Computer Systems

The staff of the Centre is actively involved in the tudy process. They are in charge and supervise various modules belonging to Informatics Engineering study programme, and the new Health Informatics programme, the aim of which is to train specialists that have public health and informatics skills, are able to design, create and install software for solving health problems.

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KTU Open Access Centre

Using technological solutions created by our scientists and researchers we help our clients solve technological problems. Partnership with business encompasses all stages of cooperation: from simple orders and first tests to joint R&D projects and other services.
Reserve equipment or order a service through KTU Open Access Centre.

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Science Projects

Faculty of Informatics

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Significant publications

Pavadinimas
[S1; CH; OA] Buškus, Kazimieras; Vaičiukynas, Evaldas; Verikas, Antanas; Medelytė, Saulė; Šiaulys, Andrius; Šaškov, Aleksej. Automated quantification of brittle stars in seabed imagery using computer vision techniques // Sensors. Basel : MDPI. ISSN 1424-8220. 2021, vol. 21, iss. 22, art. no. 7598, p. 1-15. DOI: 10.3390/s21227598. [Science Citation Index Expanded (Web of Science); Scopus; DOAJ] [IF: 3,576; AIF: 3,906; IF/AIF: 0,915; Q1 (2020, InCites JCR SCIE)] [M.kr.: T 007] [Indėlis: 0,166]. Open publication
[S1; CH; OA] Drungilas, Vaidotas; Vaičiukynas, Evaldas; Jurgelaitis, Mantas; Butkienė, Rita; Čeponienė, Lina. Towards blockchain-based federated machine learning: Smart contract for model inference // Applied sciences. Basel : MDPI. ISSN 2076-3417. 2021, vol. 11, iss. 3, art. no. 1010, p. 1-21. DOI: 10.3390/app11031010. [Science Citation Index Expanded (Web of Science); Scopus; DOAJ] [IF: 2,679; AIF: 5,354; IF/AIF: 0,500; Q2 (2020, InCites JCR SCIE)] [M.kr.: T 007] [Indėlis: 1,000]. Open publication
[S1; NL] Saunoriene, Loreta; Ragulskis, Minvydas; Cao, Jinde; Sanjuán, Miguel A.F. Wada index based on the weighted and truncated Shannon entropy // Nonlinear dynamics. Dordrecht : Springer. ISSN 0924-090X. eISSN 1573-269X. 2021, vol. 104, iss. 1, p. 739-751. DOI: 10.1007/s11071-021-06261-1. [Science Citation Index Expanded (Web of Science); Scopus] [IF: 5,022; AIF: 3,707; IF/AIF: 1,354; Q1 (2020, InCites JCR SCIE)] [M.kr.: N 001] [Indėlis: 0,125]. Open publication
[S1; CH; OA] Petrauskas, Vytautas; Jasinevicius, Raimundas; Damuleviciene, Gyte; Liutkevicius, Agnius; Janaviciute, Audrone; Lesauskaite, Vita; Knasiene, Jurgita; Meskauskas, Zygimantas; Dovydaitis, Juozas; Kazanavicius, Vygintas; Bitinaite-Paskeviciene, Raminta. Explainable artificial intelligence-based decision support system for assessing the nutrition-related geriatric syndromes // Applied sciences. Basel : MDPI. ISSN 2076-3417. 2021, vol. 11, iss. 24, art. no. 11763, p. 1-19. DOI: 10.3390/app112411763. [Science Citation Index Expanded (Web of Science); Scopus; DOAJ] [IF: 2,679; AIF: 5,354; IF/AIF: 0,500; Q2 (2020, InCites JCR SCIE)] [M.kr.: M 005, T 007] [Indėlis: 0,640]. Open publication
[S1; CH; OA] Kasperė, Ramunė; Horbačauskienė, Jolita; Motiejūnienė, Jurgita; Liubinienė, Vilmantė; Patašienė, Irena; Patašius, Martynas. Towards sustainable use of machine translation: usability and perceived quality from the end-user perspective // Sustainability. Basel : MDPI. ISSN 2071-1050. 2021, vol. 13, iss. 23, art. no. 13430, p. 1-17. DOI: 10.3390/ su132313430. [Social Sciences Citation Index (Web of Science); Scopus; DOAJ] [IF: 3,251; AIF: 5,860; IF/AIF: 0,554; Q2 (2020, InCites JCR SCIE)] [M.kr.: H 004, N 009] [Indėlis: 0,249]. Open publication
[S1; CH; OA] Misnevs, Boriss; Puptsau, Aliaksandr; Jusas, Vacius. Methodology for constructing and using a mathematical model for assessing labor costs for the development of distance learning courses // Mathematics. Basel : MDPI. ISSN 2227-7390. 2021, vol. 9, iss. 23, art. no. 3049, p. 1-12. DOI: 10.3390/math9233049. [Science Citation Index Expanded (Web of Science); Scopus; DOAJ] [IF: 2,258; AIF: 1,221; IF/AIF: 1,849; Q1 (2020, InCites JCR SCIE)] [M.kr.: N 009] [Indėlis: 0,333]. Open publication
[S1; CH; OA] Arnastauskaitė, Jurgita; Ruzgas, Tomas; Bražėnas, Mindaugas. A new goodness of fit test for multivariate normality and comparative simulation study // Mathematics. Basel : MDPI. ISSN 2227-7390. 2021, vol. 9, iss. 23, art. no. 3003, p. 1-20. DOI: 10.3390/math9233003. [Science Citation Index Expanded (Web of Science); Scopus; DOAJ] [IF: 2,258; AIF: 1,221; IF/AIF: 1,849; Q1 (2020, InCites JCR SCIE)] [M.kr.: N 009, N 001] [Indėlis: 0,167]. Open publication
[S1; CH; OA] Khan, Muhammad Attique; Alhaisoni, Majed; Tariq, Usman; Hussain, Nazar; Majid, Abdul; Damaševičius, Robertas; Maskeliūnas, Rytis. Covid-19 case recognition from chest ct images by deep learning, entropy-controlled firefly optimization, and parallel feature fusion // Sensors. Basel : MDPI. ISSN 1424-8220. 2021, vol. 21, iss. 21, art. no. 7286, p. 1-19. DOI: 10.3390/s21217286. [Science Citation Index Expanded (Web of Science); Scopus; DOAJ] [IF: 3,576; AIF: 3,906; IF/AIF: 0,915; Q1 (2020, InCites JCR SCIE)] [M.kr.: T 007] [Indėlis: 0,142]. Open publication
[S1; GB; OA] Nieto, Alexandre R.; Seoane, Jesus M.; Sanjuan, Miguel A.F. Final state sensitivity in noisy chaotic scattering // Chaos solitons & fractals. Oxford : Elsevier. ISSN 0960-0779. eISSN 1873-2887. 2021, vol. 150, art. no. 111181, p. 1-9. DOI: 10.1016/j.chaos.2021.111181. [Science Citation Index Expanded (Web of Science); Scopus] [IF: 5,944; AIF: 3,059; IF/AIF: 1,943; Q1 (2020, InCites JCR SCIE)] [M.kr.: T 007] [Indėlis: 0,166]. Open publication
[S1; SG] Sanjuán, Miguel A.F. Artificial intelligence, chaos, prediction and understanding in science // International journal of bifurcation and chaos. Singapore : World scientific. ISSN 0218-1274. eISSN 1793-6551. 2021, vol. 31, iss. 11, art. no. 2150173, p. 1-13. DOI: 10.1142/S021812742150173X. [Science Citation Index Expanded (Web of Science); Scopus; Academic Search Complete] [IF: 2,836; AIF: 4,699; IF/AIF: 0,603; Q2 (2020, InCites JCR SCIE)] [M.kr.: N 009] [Indėlis: 0,500]. Open publication
[S1; CH; OA] Navickienė, Vida; Dagienė, Valentina; Jasutė, Eglė; Butkienė, Rita; Gudonienė, Daina. Pandemic-induced qualitative changes in the process of university studies from the perspective of university authorities // Sustainability. Basel : MDPI. ISSN 2071-1050. 2021, vol. 13, iss. 17, art. no. 9887, p. 1-16. DOI: 10.3390/su13179887. [Social Sciences Citation Index (Web of Science); Science Citation Index Expanded (Web of Science); Scopus] [IF: 3,251; AIF: 5,860; IF/AIF: 0,554; Q2 (2020, InCites JCR SCIE)] [M.kr.: T 007, S 008, S 007] [Indėlis: 0,400]. Open publication
[S1; CH; OA] Ramanauskaitė, Simona; Urbonaitė, Neringa; Grigaliūnas, Šarūnas; Preidys, Saulius; Trinkūnas, Vaidotas; Venčkauskas, Algimantas. Educational organization’s security level estimation model // Applied sciences. Basel : MDPI. ISSN 2076-3417. 2021, vol. 11, iss. 17, art. no. 8061, p. 1-19. DOI: 10.3390/app11178061. [Science Citation Index Expanded (Web of Science); Scopus; DOAJ] [IF: 2,679; AIF: 5,354; IF/AIF: 0,500; Q2 (2020, InCites JCR SCIE)] [M.kr.: N 009, T 007] [Indėlis: 0,332]. Open publication
[S1; CH; OA] Misevičius, Alfonsas; Andrejevas, Aleksandras; Ostreika, Armantas; Blažauskas, Tomas; Motiejūnas, Liudas. The color mix problem // Applied sciences. Basel : MDPI. ISSN 2076-3417. 2021, vol. 11, iss. 16, art. no. 7263, p. 1-20. DOI: 10.3390/app11167263. [Science Citation Index Expanded (Web of Science); Scopus; DOAJ] [IF: 2,679; AIF: 5,354; IF/AIF: 0,500; Q2 (2020, InCites JCR SCIE)] [M.kr.: N 009] [Indėlis: 1,000]. Open publication
[S1; GB] Cantisán, Julia; Seoane, Jesús M.; Sanjuán, Miguel A.F. Stochastic resetting in the Kramers problem: a Monte Carlo approach // Chaos, solitons & fractals. Oxford : Elsevier. ISSN 0960-0779. eISSN 1873-2887. 2021, vol. 152, art. no. 111342, p. 1-8. DOI: 10.1016/j.chaos.2021.111342. [Science Citation Index Expanded (Web of Science); Scopus] [IF: 5,944; AIF: 3,059; IF/AIF: 1,943; Q1 (2020, InCites JCR SCIE)] [M.kr.: N 009] [Indėlis: 0,166]. Open publication
[S1; US; OA] Bankauskaite, J.; Morkevicius, Aurelijus; Butleris, R. Model-based evaluation of the system of systems architectures used to perform trade studies and sensitivity analyses // IEEE access. Piscataway, NJ : IEEE. ISSN 2169-3536. 2021, vol. 9, p. 114609-114621. DOI: 10.1109/ACCESS.2021.3105589. [Science Citation Index Expanded (Web of Science); Scopus] [IF: 3,367; AIF: 3,666; IF/AIF: 0,918; Q2 (2020, InCites JCR SCIE)] [M.kr.: T 007] [Indėlis: 0,833]. Open publication
[S1; CH; OA] Gudonienė, Daina; Paulauskaitė-Tarasevičienė, Agnė; Daunorienė, Asta; Sukackė, Vilma. A case study on emerging learning pathways in SDG-focused engineering studies through applying CBL // Sustainability. Basel : MDPI. ISSN 2071-1050. 2021, vol. 13, iss. 15, art. no. 8495, p. 1-19. DOI: 10.3390/su13158495. [Social Sciences Citation Index (Web of Science); Science Citation Index Expanded (Web of Science); Scopus] [IF: 3,251; AIF: 5,860; IF/AIF: 0,554; Q2 (2020, InCites JCR SCIE)] [M.kr.: S 003, T 007, S 007, N 009] [Indėlis: 0,500]. Open publication
[S1; CH; OA] Skersys, Tomas; Danenas, Paulius; Butleris, Rimantas; Ostreika, Armantas; Ceponis, Jonas. Extracting SBVR business vocabularies from UML use case models using M2M transformations based on drag-and-drop actions // Applied sciences. Basel : MDPI. ISSN 2076-3417. 2021, vol. 11, iss. 14, art. no. 6464, p. 1-23. DOI: 10.3390/app11146464. [Science Citation Index Expanded (Web of Science); Scopus; DOAJ] [IF: 2,679; AIF: 5,354; IF/AIF: 0,500; Q2 (2020, InCites JCR SCIE)] [M.kr.: T 007] [Indėlis: 1,000]. Open publication
[S1; CH; OA] Timofejeva, Inga; Navickas, Zenonas; Telksnys, Tadas; Marcinkevicius, Romas; Ragulskis, Minvydas. An operator-based scheme for the numerical integration of FDEs // Mathematics. Basel : MDPI. ISSN 2227-7390. 2021, vol. 9, iss. 12, art. no. 1372, p. 1-17. DOI: 10.3390/math9121372. [Science Citation Index Expanded (Web of Science); Scopus; DOAJ] [IF: 2,258; AIF: 1,221; IF/AIF: 1,849; Q1 (2020, InCites JCR SCIE)] [M.kr.: N 001, N 009] [Indėlis: 0,200]. Open publication
[S1; DE] Shen, Mengen; Yang, Jianhua; Sanjuán, Miguel A.F.; Zheng, Yuqiao; Liu, Houguang. Adaptive denoising for strong noisy images by using positive effects of noise // European physical journal plus. Heidelberg : Springer. ISSN 2190-5444. 2021, vol. 136, art. no. 698, p. 1-19. DOI: 10.1140/epjp/s13360-021-01693-5. [Science Citation Index Expanded (Web of Science); Scopus] [IF: 3,911; AIF: 3,837; IF/AIF: 1,019; Q1 (2020, InCites JCR SCIE)] [M.kr.: N 009] [Indėlis: 0,100]. Open publication
[S1; CH; OA] Mahmood, Zeba; Jusas, Vacius. Implementation framework for a blockchain-based federated learning model for classification problems // Symetry. Basel : MDPI. ISSN 2073-8994. 2021, vol. 13, iss. 7, art. no. 1116, p. 1-15. DOI: 10.3390/sym13071116. [Science Citation Index Expanded (Web of Science); Scopus; DOAJ] [IF: 2,713; AIF: 6,440; IF/AIF: 0,421; Q2 (2020, InCites JCR SCIE)] [M.kr.: N 009] [Indėlis: 1,000]. Open publication
[S1; US] Abayomi-Alli, Olusola Oluwakemi; Damaševičius, Robertas; Misra, Sanjay; Maskeliūnas, Rytis. Cassava disease recognition from low-quality images using enhanced data augmentation model and deep learning // Expert systems. Hoboken, NJ : John Wiley & Sons. ISSN 0266-4720. eISSN 1468-0394. 2021, vol. 38, iss. 7, e12746, p. 1-21. DOI: 10.1111/exsy.12746. [Science Citation Index Expanded (Web of Science); Scopus] [IF: 2,587; AIF: 4,175; IF/AIF: 0,619; Q2 (2020, InCites JCR SCIE)] [M.kr.: T 007] [Indėlis: 0,500]. Open publication
[S1; CH; OA] Odusami, Modupe; Maskeliūnas, Rytis; Damaševičius, Robertas; Krilavičius, Tomas. Analysis of features of Alzheimer’s disease: detection of early stage from functional brain changes in magnetic resonance images using a finetuned ResNet18 network // Diagnostics. Basel : MDPI. ISSN 2075-4418. 2021, vol. 11, iss. 6, art. no. 1071, p. 1-16. DOI: 10.3390/diagnostics11061071. [Science Citation Index Expanded (Web of Science); Scopus; DOAJ] [IF: 3,706; AIF: 5,182; IF/AIF: 0,715; Q2 (2020, InCites JCR SCIE)] [M.kr.: T 007] [Indėlis: 0,500]. Open publication
[S1; CH; OA] Kulikajevas, Audrius; Maskeliunas, Rytis; Damasevicius, Robertas; Scherer, Rafal. HUMANNET—a two-tiered deep neural network architecture for self-occluding humanoid pose reconstruction // Sensors. Basel : MDPI. ISSN 1424-8220. 2021, vol. 21, iss. 12, art. no. 3945, p. 1-16. DOI: 10.3390/s21123945. [Science Citation Index Expanded (Web of Science); Scopus; DOAJ] [IF: 3,576; AIF: 3,906; IF/AIF: 0,915; Q1 (2020, InCites JCR SCIE)] [M.kr.: T 007] [Indėlis: 0,500]. Open publication
[S1; CH; OA] Maqsood, Sarmad; Damaševičius, Robertas; Maskeliūnas, Rytis. Hemorrhage detection based on 3D CNN deep learning framework and feature fusion for evaluating retinal abnormality in diabetic patients // Sensors. Basel : MDPI. ISSN 1424-8220. 2021, vol. 21, iss. 11, art. no. 3865, p. 1-21. DOI: 10.3390/s21113865. [Science Citation Index Expanded (Web of Science); Scopus; DOAJ] [IF: 3,576; AIF: 3,906; IF/AIF: 0,915; Q1 (2020, InCites JCR SCIE)] [M.kr.: T 007] [Indėlis: 0,667]. Open publication
[S1; NL] Nieto, Alexandre R.; Seoane, Jesús M.; Sanjuán, Miguel A.F. Trapping enhanced by noise in nonhyperbolic and hyperbolic chaotic scattering // Communications in nonlinear science and numerical simulation. Amsterdam : Elsevier. ISSN 1007-5704. eISSN 1878-7274. 2021, vol. 102, art. no. 105905, p. 1-12. DOI: 10.1016/j.cnsns.2021.105905. [Science Citation Index Expanded (Web of Science); Scopus] [IF: 4,260; AIF: 2,772; IF/AIF: 1,536; Q1 (2020, InCites JCR SCIE)] [M.kr.: N 009] [Indėlis: 0,166]. Open publication
[S1; CH; OA] Kulikajevas, Audrius; Maskeliūnas, Rytis; Damaševičius, Robertas; Wlodarczyk-Sielicka, Marta. Auto-refining reconstruction algorithm for recreation of limited angle humanoid depth data // Sensors. Basel : MDPI. ISSN 1424-8220. 2021, vol. 21, iss. 11, art. no. 3702, p. 1-17. DOI: 10.3390/s21113702. [Science Citation Index Expanded (Web of Science); Scopus; DOAJ] [IF: 3,576; AIF: 3,906; IF/AIF: 0,915; Q1 (2020, InCites JCR SCIE)] [M.kr.: T 007] [Indėlis: 0,500]. Open publication
[S1; DE] Liu, Huayu; Yang, Jianhua; Sanjuán, Miguel A.F. Improvement in the stochastic resonance in the Duffing oscillator subjected to a Poisson white noise excitation // European physical journal plus. Heidelberg : Springer. ISSN 2190-5444. 2021, vol. 136, iss. 5, art. no. 528, p. 1-16. DOI: 10.1140/epjp/s13360-021-01537-2. [Science Citation Index Expanded (Web of Science); Scopus] [IF: 3,911; AIF: 3,837; IF/AIF: 1,019; Q1 (2020, InCites JCR SCIE)] [M.kr.: N 009] [Indėlis: 0,166]. Open publication
[S1; CH; OA] Ostasevicius, Vytautas; Karpavicius, Paulius; Paulauskaite-Taraseviciene, Agne; Jurenas, Vytautas; Mystkowski, Arkadiusz; Cesnavicius, Ramunas; Kizauskiene, Laura. A machine learning approach for wear monitoring of end mill by self-powering wireless sensor nodes // Sensors. Basel : MDPI. ISSN 1424-8220. 2021, vol. 21, iss. 9, art. no. 3137, p. 1-26. DOI: 10.3390/s21093137. [Science Citation Index Expanded (Web of Science); Scopus; DOAJ] [IF: 3,576; AIF: 3,906; IF/AIF: 0,915; Q1 (2020, InCites JCR SCIE)] [M.kr.: T 007, N 009, T 009] [Indėlis: 0,284]. Open publication
[S1; CH; OA] Jusas, Vacius; Butkiene, Rita; Venčkauskas, Algimantas; Burbaite, Renata; Gudoniene, Daina; Grigaliūnas, Šarūnas; Andone, Diana. Models for administration to ensure the successful transition to distance learning during the pandemic // Sustainability. Basel : MDPI. ISSN 2071-1050. 2021, vol. 13, iss. 9, art. no. 4751, p. 1-24. DOI: 10.3390/su13094751. [Science Citation Index Expanded (Web of Science); Scopus; DOAJ] [IF: 3,251; AIF: 5,860; IF/AIF: 0,554; Q2 (2020, InCites JCR SCIE)] [M.kr.: T 007] [Indėlis: 0,858]. Open publication
[S1; US; OA] Vaiciukynas, Evaldas; Danenas, Paulius; Kontrimas, Vilius; Butleris, Rimantas. Two-step meta-learning for time-series forecasting ensemble // IEEE Access. Piscataway, NJ : IEEE. ISSN 2169-3536. 2021, vol. 9, p. 62687-62696. DOI: 10.1109/ACCESS.2021.3074891. [Science Citation Index Expanded (Web of Science); Scopus; DOAJ] [IF: 3,367; AIF: 3,666; IF/AIF: 0,918; Q2 (2020, InCites JCR SCIE)] [M.kr.: T 007] [Indėlis: 0,750]. Open publication
[S1; CH; OA] Navickas, Zenonas; Telksnys, Tadas; Marcinkevicius, Romas; Cao, Maosen; Ragulskis, Minvydas. F-operators for the construction of closed form solutions to linear homogenous PDEs with variable coefficients // Mathematics. Basel : MDPI. ISSN 2227-7390. 2021, vol. 9, iss. 9, art. no. 918, p. 1-13. DOI: 10.3390/math9090918. [Science Citation Index Expanded (Web of Science); Scopus; DOAJ] [IF: 2,258; AIF: 1,221; IF/AIF: 1,849; Q1 (2020, InCites JCR SCIE)] [M.kr.: N 001, N 009] [Indėlis: 0,200]. Open publication
[S1; CH; OA] Swacha, Jakub; Maskeliūnas, Rytis; Damaševičius, Robertas; Kulikajevas, Audrius; Blažauskas, Tomas; Muszyńska, Karolina; Miluniec, Agnieszka; Kowalska, Magdalena. Introducing sustainable development topics into computer science education: design and evaluation of the Eco JSity game // Sustainability. Basel : MDPI. ISSN 2071-1050. 2021, vol. 13, iss. 8, art. no. 4244, p. 1-17. DOI: 10.3390/su13084244. [Science Citation Index Expanded (Web of Science); Scopus; DOAJ] [IF: 3,251; AIF: 5,860; IF/AIF: 0,554; Q2 (2020, InCites JCR SCIE)] [M.kr.: T 007] [Indėlis: 0,500]. Open publication
[S1; GB; OA] Pranevicius, Mindaugas; Pranevicius, Henrikas; Pranevicius, Osvaldas. Cerebral venous steal equation for intracranial segmental perfusion pressure predicts and quantifies reversible intracranial to extracranial flow diversion // Scientific reports. London : Nature. ISSN 2045-2322. 2021, vol. 11, iss. 1, art. no. 7711, p. 1-10. DOI: 10.1038/s41598-021-85931-x. [Science Citation Index Expanded (Web of Science); Scopus; DOAJ] [IF: 4,380; AIF: 6,440; IF/AIF: 0,680; Q1 (2020, InCites JCR SCIE)] [M.kr.: T 001] [Indėlis: 0,333]. Open publication
[S1; CH; OA] Arnastauskaitė, Jurgita; Ruzgas, Tomas; Bražėnas, Mindaugas. An exhaustive power comparison of normality tests // Mathematics. Basel : MDPI. ISSN 2227-7390. 2021, vol. 9, iss. 7, art. no. 788, p. 1-20. DOI: 10.3390/math9070788. [Science Citation Index Expanded (Web of Science); Scopus; DOAJ] [IF: 2,258; AIF: 1,221; IF/AIF: 1,849; Q1 (2020, InCites JCR SCIE)] [M.kr.: N 009, N 001] [Indėlis: 0,167]. Open publication
[S1; SG] Cantisan, Julia; Seoane, Jesus M.; Sanjuán, Miguel A.F. Transient dynamics of the Lorenz system with a parameter drift // International journal of bifurcation and chaos. Singapore : World Scientific. ISSN 0218-1274. eISSN 1793-6551. 2021, vol. 31, iss. 2, art. no. 2150029, p. 1-13. DOI: 10.1142/S0218127421500292. [Science Citation Index Expanded (Web of Science); Scopus; Academic Search Complete] [IF: 2,836; AIF: 4,699; IF/AIF: 0,603; Q2 (2020, InCites JCR SCIE)] [M.kr.: N 009] [Indėlis: 0,166]. Open publication
[S1; GB; OA] Timofejeva, Inga; Telksnys, Tadas; Navickas, Zenonas; Marcinkevicius, Romas; Ragulskis, Minvydas. Higher order solitary solutions to the meta-model of diffusively coupled Lotka-Volterra systems // Advances in difference equations. London : Springer Open. ISSN 1687-1847. 2021, vol. 2021, iss. 1, art. no. 133, p. 1-19. DOI: 10.1186/s13662-021-03300-4. [Science Citation Index Expanded (Web of Science); Scopus; Academic Search Complete] [IF: 2,803; AIF: 1,582; IF/AIF: 1,771; Q1 (2020, InCites JCR SCIE)] [M.kr.: N 001, N 009] [Indėlis: 0,200]. Open publication
[S1; CH; OA] Luneckas, Mindaugas; Luneckas, Tomas; Kriaučiūnas, Jonas; Udris, Dainius; Plonis, Darius; Damaševičius, Robertas; Maskeliūnas, Rytis. Hexapod robot gait switching for energy consumption and cost of transport management using heuristic algorithms // Applied sciences. Basel : MDPI. ISSN 2076-3417. 2021, vol. 11, iss. 3, art. no. 1339, p. 1-13. DOI: 10.3390/app11031339. [Science Citation Index Expanded (Web of Science); Scopus; DOAJ] [IF: 2,679; AIF: 5,354; IF/AIF: 0,500; Q2 (2020, InCites JCR SCIE)] [M.kr.: T 001] [Indėlis: 0,142]. Open publication
[S1; CH; OA] Raudonis, Vidas; Paulauskaite-Taraseviciene, Agne; Sutiene, Kristina. Fast multi-focus fusion based on deep learning for early-stage embryo image enhancement // Sensors. Basel : MDPI. ISSN 1424-8220. 2021, vol. 21, iss. 3, art. no. 863, p. 1-15. DOI: 10.3390/s21030863. [Science Citation Index Expanded (Web of Science); Scopus; DOAJ] [IF: 3,576; AIF: 3,906; IF/AIF: 0,915; Q1 (2020, InCites JCR SCIE)] [M.kr.: T 007, N 001, N 009] [Indėlis: 0,333]. Open publication
[S1; CH; OA] Ostreika, Armantas; Pivoras, Marius; Misevičius, Alfonsas; Skersys, Tomas; Paulauskas, Linas. Classification of objects by shape applied to amber gemstone classification // Applied sciences. Basel : MDPI. ISSN 2076-3417. 2021, vol. 11, iss. 3, art. no. 1024, p. 1-14. DOI: 10.3390/app11031024. [Science Citation Index Expanded (Web of Science); Scopus; DOAJ] [IF: 2,679; AIF: 5,354; IF/AIF: 0,500; Q2 (2020, InCites JCR SCIE)] [M.kr.: T 007, N 009] [Indėlis: 0,800]. Open publication
[S1; US; OA] Timofejeva, Inga; Navickas, Zenonas; Telksnys, Tadas; Marcinkevičius, Romas; Yang, Xiao-Jun; Ragulskis, Minvydas. The extension of analytic solutions to FDEs to the negative half-line // AIMS Mathematics. Springfield, MO : AIMS press. ISSN 2473-6988. 2021, vol. 6, iss. 4, p. 3257-3271. DOI: 10.3934/math.2021195. [Science Citation Index Expanded (Web of Science); Scopus; DOAJ] [IF: 1,427; AIF: 1,582; IF/AIF: 0,902; Q2 (2020, InCites JCR SCIE)] [M.kr.: N 009, N 001] [Indėlis: 0,166]. Open publication
[S1; CH; OA] Misevičius, Alfonsas; Verenė, Dovilė. A hybrid genetic-hierarchical algorithm for the quadratic assignment problem // Entropy. Basel : MDPI. ISSN 1099-4300. 2021, vol. 23, iss. 1, art. no. 108, p. 1-31. DOI: 10.3390/e23010108. [Science Citation Index Expanded (Web of Science); Scopus; DOAJ] [IF: 2,524; AIF: 3,837; IF/AIF: 0,657; Q2 (2020, InCites JCR SCIE)] [M.kr.: N 009] [Indėlis: 1,000]. Open publication
[S1; NL] Bashkirtseva, Irina; Ryashko, Lev; López, Álvaro G.; Seoane, Jesús M.; Sanjuán, Miguel A.F. The effect of time ordering and concurrency in a mathematical model of chemoradiotherapy // Communications in nonlinear science and numerical simulation. Amsterdam : Elsevier. ISSN 1007-5704. eISSN 1878-7274. 2021, vol. 96, art. no. 105693, p. 1-10. DOI: 10.1016/j.cnsns.2021.105693. [Science Citation Index Expanded (Web of Science); Scopus] [IF: 4,260; AIF: 2,772; IF/AIF: 1,536; Q1 (2020, InCites JCR SCIE)] [M.kr.: N 009] [Indėlis: 0,100]. Open publication
[S1; DE] Misevičius, Alfonsas; Palubeckis, Gintaras; Drezner, Zvi. Hierarchicity‑based (self‑similar) hybrid genetic algorithm for the grey pattern quadratic assignment problem // Memetic computing. Heidelberg : Springer. ISSN 1865-9284. eISSN 1865-9292. 2021, vol. 13, iss. 1, p. 69-90. DOI: 10.1007/s12293-020-00321-6. [Science Citation Index Expanded (Web of Science); Scopus] [IF: 5,900; AIF: 4,698; IF/AIF: 1,255; Q1 (2020, InCites JCR SCIE)] [M.kr.: N 009] [Indėlis: 0,667]. Open publication
[S1; NL] Afza, Farhat; Khan, Muhammad Attique; Sharif, Muhammad; Kadry, Seifedine; Manogaran, Gunasekaran; Saba, Tanzila; Ashraf, Imran; Damaševičius, Robertas. A framework of human action recognition using length control features fusion and weighted entropy-variances based feature selection // Image and vision computing. Amsterdam : Elsevier. ISSN 0262-8856. eISSN 1872-8138. 2021, vol. 106, art. no. 104090, p. 1-11. DOI: 10.1016/j.imavis.2020.104090. [Science Citation Index Expanded (Web of Science); Scopus] [IF: 2,818; AIF: 3,596; IF/AIF: 0,783; Q2 (2020, InCites JCR SCIE)] [M.kr.: T 007] [Indėlis: 0,125]. Open publication
[S1; CH; OA] Palubeckis, Gintaras. An approach integrating simulated annealing and variable neighborhood search for the bidirectional loop layout problem // Mathematics. Basel : MDPI. ISSN 2227-7390. 2021, vol. 9, iss. 1, art. no. 5, p. 1-30. DOI: 10.3390/math9010005. [Science Citation Index Expanded (Web of Science); Scopus; DOAJ] [IF: 2,258; AIF: 1,221; IF/AIF: 1,849; Q1 (2020, InCites JCR SCIE)] [M.kr.: N 009] [Indėlis: 1,000]. Open publication
[S1; NL] Puy, Andreu; Daza, Alvar; Wagemakers, Alexandre; Sanjuán, Miguel A.F. A test for fractal boundaries based on the basin entropy // Communications in nonlinear science and numerical simulation. Amsterdam : Elsevier. ISSN 1007-5704. eISSN 1878-7274. 2021, vol. 95, art. no. 105588, p. 1-8. DOI: 10.1016/j.cnsns.2020.105588. [Science Citation Index Expanded (Web of Science); Scopus] [IF: 4,260; AIF: 2,772; IF/AIF: 1,536; Q1 (2020, InCites JCR SCIE)] [M.kr.: N 009] [Indėlis: 0,125]. Open publication
[S1; CH; OA] Valiuškaitė, Viktorija; Raudonis, Vidas; Maskeliūnas, Rytis; Damaševičius, Robertas; Krilavičius, Tomas. Deep learning based evaluation of spermatozoid motility for artificial insemination // Sensors. Basel : MDPI. ISSN 1424-8220. 2021, vol. 21, iss. 1, art. no. 72, p. 1-14. DOI: 10.3390/s21010072. [Science Citation Index Expanded (Web of Science); Scopus; DOAJ] [IF: 3,576; AIF: 3,906; IF/AIF: 0,915; Q1 (2020, InCites JCR SCIE)] [M.kr.: T 007] [Indėlis: 0,200]. Open publication
[S1; US] Grigaliunas, Sarunas; Toldinas, Jevgenijus; Venckauskas, Algimantas; Morkevicius, Nerijus; Damasevicius, Robertas. Digital evidence object model for situation awareness and decision making in digital forensics investigation // IEEE intelligent systems. Piscataway, NJ : IEEE. ISSN 1541-1672. eISSN 1941-1294. 2021, vol. 36, iss. 5, p. 39-48. DOI: 10.1109/MIS.2020.3020008. [Science Citation Index Expanded (Web of Science); Scopus] [IF: 3,405; AIF: 4,332; IF/AIF: 0,786; Q2 (2020, InCites JCR SCIE)] [M.kr.: T 007] [Indėlis: 1,000]. Open publication
[S1; GB] Maciulevicius, Martynas; Tiwari, Kumar Anubhav; Navickaite, Diana; Chopra, Sonam; Satkauskas, Saulius; Raisutis, Renaldas. Optimization of microbubble side-scattering signal analysis for efficient cavitation dosimetry // Biomedical signal processing and control. Oxford : Elsevier. ISSN 1746-8094. eISSN 1746-8108. 2021, vol. 63, art. no. 102235, p. 1-10. DOI: 10.1016/j.bspc.2020.102235. [Science Citation Index Expanded (Web of Science); Scopus] [IF: 3,880; AIF: 4,677; IF/AIF: 0,829; Q2 (2020, InCites JCR SCIE)] [M.kr.: N 011, T 010, T 001] [Indėlis: 0,083]. Open publication

KTU Faculty of Informatics publishes journal Information Technologies and Control . Since 2007, the journal is included into the ISI Master Journal List database.

Since 1994 the Faculty organises international conference “Information and Software Technologies” (ICIST).

Since 1995 the Faculty organises international university conference of Master and Doctoral Students “Information Society and University Studies” (IVUS).

The Faculty organises international conference ALTA: Intelligent Learning Technology

Contacts

Vice-Dean for Research
Dr. Daina Gudonienė
Studentų st. 50-409A

e-mail daina.gudoniene@ktu.lt

Administrator for Science Production
Edgaras Dambrauskas
Studentų st. 50-409A

e-mail edgaras.dambrauskas@ktu.lt