Browsing Moksliniai ir apžvalginiai straipsniai / Research and Review Articles by VGTU prioritized fields "IK0303 - Dirbtinio intelekto ir sprendimų priėmimo sistemos / Artificial intelligence and decision support systems"
Now showing items 1-20 of 155
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A character-based part-of-speech tagger with feedforward neural networks
(Romanian journal of information science and technology, 2018)This article presents a simple method to perform part-of-speech (POS) tagging with feedforward neural networks applied to learnable character embeddings. The motivation of the research is based on the fact that for some ... -
A combined approach for multi-label text data classification
(Computational intelligence and neuroscience, 2022)Automated data analysis solutions are very dependent on data and its quality. The possibility of assigning more than one class to the same data item is one of the specificities that need to be taken into account. There are ... -
A consensus model with bipolar fuzzy archimedean-dombi operators for group decision-making
(Soft computing, 2023)This paper presents a new approach for consensus-based group decision making using bipolar fuzzy sets (BFSs). BFSs are effective tools for handling bipolarity and fuzziness, and they have been applied in various fields ... -
A decision analysis model for material selection using simple ranking process
(Scientific reports, 2023)A large number of materials and various criteria fashion material selection problems as complex multi-criteria decision-making (MCDM) problems. This paper proposes a new decision-making method called the simple ranking ... -
A decision framework under a linguistic hesitant fuzzy set for solving multi-criteria group decision making problems
(Sustainability, 2018)With fast-growing interest in sustainable healthcare management, proper selection and evaluation of hospitals become highly essential. Generally, experts/decision-makers (DMs) prefer qualitative information for rating ... -
A dynamic fuzzification approach for interval type-2 membership function development: case study for QoS planning
(Soft computing, 2021)Nowadays, there is a great interest in expressing uncertain concepts by means of fuzzy set theory proposed by L.A. Zadeh. The application of the fuzzy sets theory includes a fuzzification process that expresses an uncertain ... -
A framework for assessing trust in e-government services under uncertain environment
(Information technology & people, 2022)In this study, a novel framework was proposed to assess the trust in e-government (e-Gov) services under an uncertain environment. The proposed framework was applied in Iranian municipality websites of e-Gov services to ... -
A general methodology for reducing computing times of road network design algorithms
(International journal of supply and operations management (IJSOM), 2019)In this paper, a general methodology for reducing computing times in procedures for solving road network design problems is proposed. Such problems which are studied extensively in the related literature concern the design ... -
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 method of transparent graceful failover in low latency stateful microservices
(Electronics: Cloud Computing and Applications, Volume II, 2022)Microservice architecture is a preferred way to build applications. Being flexible and loosely coupled, it allows to deploy code at a high pace. State, or, in other words, data is not only a commodity but crucial to any ... -
A new analytical methodology to handle time-cost trade-off problem with considering quality loss cost under interval-valued fuzzy uncertainty
(Technological and economic development of economy, 2019)This paper proposes a new framework in addressing time-cost trade-off problem (TCTP) under uncertainty. First critical path analysis is carried out based on developing a new intervalvalued fuzzy (IVF)-program evaluation ... -
A new joint strategy for multi-criteria decision-making: A case study for prioritizing solid-state drive
(International journal of computers communications & control, 2022)Solid-state data storage is becoming a widely accepted technology and is looking for new ways to provide cost-effective solutions across various information systems. Solid-state drives (SSDs), existing in different types ... -
A novel advertising media selection framework for online games in an intuitionistic fuzzy environment
(Oeconomia copernicana, 2022)Research background: The critical role of online games in e-commerce and the great competition among providers to enhance market share has significantly increased the need to use effective advertising patterns, techniques, ... -
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 novel integrated fuzzy-rough MCDM model for assessment of barriers related to smart logistics applications and demand forecasting method in the COVID-19 period
(International journal of information technology & decision making, 2022)During the pandemic period, smart logistics applications have rapidly changed the way organizations do business in order to provide competitive products and services while still remaining flexible. Smart logistics applications ... -
A review of aI cloud and edge sensors, methods, and applications for the recognition of emotional, affective and physiological states
(Sensors: Special issue: Emotion intelligence based on smart sensing, 2022)Affective, emotional, and physiological states (AFFECT) detection and recognition by capturing human signals is a fast-growing area, which has been applied across numerous domains. The research aim is to review publications ... -
A survey on modeling dynamic business processes
(Peerj computer science, 2021)Dynamic and flexible systems offer huge advantages for businesses in addressing dynamic uncertain factors and implementing dynamic business processes (DBP). However, DBP remains a challenge from the perspectives of modeling, ... -
A system for a real-time electronic component detection and classification on a conveyor belt
(Applied sciences: Special issue: Innovations in intelligent machinery and industry 4.0, 2022)The presented research addresses the real-time object detection problem with small and moving objects, specifically the surface-mount component on a conveyor. Detecting and counting small moving objects on the assembly ... -
A systematic literature review on image captioning
(Applied sciences, 2019)Natural language problems have already been investigated for around five years. Recent progress in artificial intelligence (AI) has greatly improved the performance of models. However, the results are still not sufficiently ... -
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 ...