Browsing by Study direction "B04 - Informatikos inžinerija / Informatics engineering"
Now showing items 1-20 of 164
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A deep-learning-based approach to keystroke-injection payload generation
(Electronics: Special issue: Data driven security, 2023)Investigation and detection of cybercrimes has been in the spotlight of cybersecurity research for as long as the topic has existed. Modern methods are required to keep up with the pace of the technology and toolset used ... -
A hybrid fuzzy-stochastic multi-criteria ABC inventory classification using possibilistic chance-constrained programming
(Soft computing, 2021)Inventory classification is a fundamental issue in the development of inventory policy that assigns each inventory item to several classes with different levels of importance. This classification is the main determinant ... -
A hybrid systematic review approach on complexity issues in data-driven fuzzy inference systems development
(Informatica, 2021)The data-driven approach is popular to automate learning of fuzzy rules and tuning membership function parameters in fuzzy inference systems (FIS) development. However, researchers highlight different challenges and issues ... -
A model for the creation of scripted sequences for serious game applications
(Mokslas – Lietuvos ateitis. Informacinės technologijos ir multimedija = Science – Future of Lithuania. Information technologies and multimedia, 2023)This article presents a method for presenting information in an interactive application, using a method that video games use to create narrative – scripted sequences – while following the principles of instructional design. ... -
A novel dynamic credit risk evaluation method using data envelopment analysis with common weights and combination of multi-attribute decision-making methods
(Computers and operations research, 2021)Credit risk evaluation is always the most important factor in determining Customers’ credit status in financial institutions. Multi-Attribute Decision-Making (MADM) methods have been widely used in this field. But most of ... -
A novel environment exploration strategy by m-generalised q-neutrosophic WASPAS
(Studies in informatics and control, 2021)Unknown environment exploration by an autonomous robot is a complex problem that requires robustness and reliability of the applied exploration strategy. Currently, a common approach to autonomous exploration is to ... -
A review of fingerprinting techniques for smart cities
(2022 IEEE Open Conference of Electrical, Electronic and Information Sciences (eStream), 21 April 2022, Vilnius, Lithuania / organized by: Vilnius Gediminas Technical University, 2022)This paper introduces a review on most common fingerprinting techniques for indoor localization systems, and is aimed at the researchers who want to understand all the aspects and start working in the area of fingerprinting ... -
A soft computing approach based on critical chain for project planning and control in real-world applications with interval data
(Applied Soft Computing, 2021)Resource-constrained project scheduling problem (RCPSP) has been one of the most important topics in project scheduling in recent decades. RCPSP, due to the strategic importance of the projects and internal and external ... -
A survey on machine learning and fuzzy approaches for renewable energy in marine systems
(1 st International conference on new approaches in engineering (ICNAE'22), October 6-7, 2022, Konya, Turkey : proceedings, 2022)Nowadays, growing environmental pollution and human intervention in nature have increased the need to study and monitor these adverse effects in marine waters. Therefore, intelligent marine monitoring approaches with ... -
A systematic mapping with bibliometric analysis on information systems using ontology and fuzzy logic
(Applied sciences: Special Issue Ontology-Based Information Systems Establishment and Recent Development, 2021)The ontology-based information systems (IS) development is beneficial for analyzing, conceptual modeling, designing, and re-engineering complex IS to be semantically enriched and suitable for sophisticated reasoning on the ... -
Adaptation of parallel SaaS to heterogeneous co-located cloud resources
(Applied sciences, 2023)Cloud computing has received increasing attention due to its promise of delivering on-demand, scalable, and virtually unlimited resources. However, heterogeneity or co-location of virtual cloud resources can cause severe ... -
Adaptive autonomous robot navigation by neutrosophic WASPAS extensions
(Symmetry: Special Issue Multi-Criteria Decision-Making Techniques for Improvement Sustainability Engineering Processes II, 2022)In this research, a novel adaptive frontier-assessment-based environment exploration strategy for search and rescue (SAR) robots is presented. Two neutrosophic WASPAS multi-criteria decision-making (MCDM) method extensions ... -
An ANFIS-based model to predict the oil spill consequences on the ground
(2021 IEEE Open Conference of Electrical, Electronic and Information Sciences (eStream), 22 April 2021, Vilnius, Lithuania / organized by: Vilnius Gediminas Technical University, 2021)Considering the randomness and complexity of oil spill accidents on the ground, the oil spill volume, the spilled oil density, the spreading coefficient of oil product on the surface layer and ground thickness, were taken ... -
An approach of ensuring interoperability of multi-dimensional data warehouses for monitoring of water resources
(Journal of environmental engineering and landscape management, 2021)The realization of really working, on-line system for evaluation of pollution of water processes requires to represent the complexity of such phenomenon. The multi-layered structure of distributed information systems under ... -
An Early Warning and Alert System for Software Vulnerability Assessment
In the final master's thesis, an early warning and alert system (EWAS) for software vulnerability assessment was proposed and prototype of the system was created. In particular, a theoretical study was carried out: relevant ... -
An integrated personalized decision approach with probabilistic linguistic context for grading restaurants in India
(Applied soft computing, 2023)Online reviews from the web are rich data sources that promote tourism analytics. Restaurants make a significant contribution to the growth of tourism in India. The literature studies on restaurant selection show that most ... -
Analysis of Perspective Methods of Electronic Signature Forming in a Mobile Phone
In the final master thesis, two solutions for electronic signature on a mobile phone without a SIM card are proposed. After analyzing and comparing current solutions of electronic signature on mobile phones was made a ... -
Application of a task stalling buffer in distributed hybrid cloud computing
(Elektronika ir elektrotechnika = Electronics and electrical engineering, 2021)The purpose of the research is to create a hybrid cloud platform that performs distributed computing tasks using high-performance servers and volunteer computing resources. The proposed platform uses a new task scheduling ... -
Application of Bayesian approach to reduce the uncertainty in expert judgments by using a posteriori mean function
(Mathematics: Special issue: Decision making and its applications, 2021)Much applied research uses expert judgment as a primary or additional data source, thus the problem solved in this publication is relevant. Despite the expert’s experience and competence, the evaluation is subjective and ...