Vagan Y. Terziyan

According to our database, Vagan Y. Terziyan authored at least 85 papers between 1996 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Responsible cognitive digital clones as decision-makers: a design science research study.

Mariia Golovianko, Svitlana Gryshko, Vagan Y. Terziyan, Tuure Tuunanen

Eur. J. Inf. Syst., September, 2023

Causality-Aware Convolutional Neural Networks for Advanced Image Classification and Generation.

Vagan Y. Terziyan, Oleksandra Vitko

Proceedings of the 4th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), 2023

Encryption and Generation of Images for Privacy-Preserving Machine Learning in Smart Manufacturing.

Vagan Y. Terziyan, Diana Malyk, Mariia Golovianko, Vladyslav Branytskyi

Proceedings of the 4th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), 2023

The Truth is Out There: Focusing on Smaller to Guess Bigger in Image Classification.

Vagan Y. Terziyan, Olena Kaikova, Diana Malyk, Vladyslav Branytskyi

Proceedings of the 4th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), 2023

Industry 4.0 vs. Industry 5.0: Co-existence, Transition, or a Hybrid.

Mariia Golovianko, Vagan Y. Terziyan, Vladyslav Branytskyi, Diana Malyk

Proceedings of the 4th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), 2023

2022

Hyper-flexible Convolutional Neural Networks based on Generalized Lehmer and Power Means.

Vagan Y. Terziyan, Diana Malyk, Mariia Golovianko, Vladyslav Branytskyi

Neural Networks, 2022

Neural Networks With Disabilities: An Introduction to Complementary Artificial Intelligence.

Vagan Y. Terziyan, Olena Kaikova

Neural Comput., 2022

Digital clones and digital immunity: adversarial training handles both.

Vladyslav Branytskyi, Mariia Golovianko, Svitlana Gryshko, Diana Malyk, Vagan Y. Terziyan, Tuure Tuunanen

Int. J. Simul. Process. Model., 2022

2021

Semantics of Voids within Data: Ignorance-Aware Machine Learning.

Vagan Y. Terziyan, Anton Nikulin

ISPRS Int. J. Geo Inf., 2021

How the University Portal Inspired Changes in the Academic Assessment Culture.

Valerii Semenets, Svitlana Gryshko, Mariia Golovianko, Oleksandr O. Shevchenko, Liudmyla Titova, Olena Kaikova, Vagan Y. Terziyan, Timo Tiihonen

CoRR, 2021

Assessment and Decision-Making in Universities: Analytics of the Administration-Staff Compromises.

Valerii Semenets, Vagan Y. Terziyan, Svitlana Gryshko, Mariia Golovianko

CoRR, 2021

Explainable AI for Industry 4.0: Semantic Representation of Deep Learning Models.

Vagan Y. Terziyan, Oleksandra Vitko

Proceedings of the 3rd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2022), Virtual Event / Upper Austria University of Applied Sciences - Hagenberg Campus, 2021

Artificial General Intelligence vs. Industry 4.0: Do They Need Each Other?

Samu Kumpulainen, Vagan Y. Terziyan

Proceedings of the 3rd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2022), Virtual Event / Upper Austria University of Applied Sciences - Hagenberg Campus, 2021

Generative adversarial networks with bio-inspired primary visual cortex for Industry 4.0.

Vladyslav Branytskyi, Mariia Golovianko, Diana Malyk, Vagan Y. Terziyan

Proceedings of the 3rd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2022), Virtual Event / Upper Austria University of Applied Sciences - Hagenberg Campus, 2021

2020

Taxonomy of generative adversarial networks for digital immunity of Industry 4.0 systems.

Vagan Y. Terziyan, Svitlana Gryshko, Mariia Golovianko

Proceedings of the 2nd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2020), 2020

Towards digital cognitive clones for the decision-makers: adversarial training experiments.

Mariia Golovianko, Svitlana Gryshko, Vagan Y. Terziyan, Tuure Tuunanen

Proceedings of the 2nd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2020), 2020

Anonymization as homeomorphic data space transformation for privacy-preserving deep learning.

Anastasiia Girka, Vagan Y. Terziyan, Mariia Gavriushenko, Andrii Gontarenko

Proceedings of the 2nd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2020), 2020

2019

Ignorance-Aware Approaches and Algorithms for Prototype Selection in Machine Learning.

Vagan Y. Terziyan, Anton Nikulin

CoRR, 2019

2017

Large Scale Knowledge Matching with Balanced Efficiency-Effectiveness Using LSH Forest.

Michael Cochez, Vagan Y. Terziyan, Vadim Ermolayev

Trans. Comput. Collect. Intell., 2017

Social Distance metric: from coordinates to neighborhoods.

Vagan Y. Terziyan

Int. J. Geogr. Inf. Sci., 2017

From Deep Learning to Deep University: Cognitive Development of Intelligent Systems.

Mariia Golovianko, Svitlana Gryshko, Vagan Y. Terziyan

Proceedings of the Semantic Keyword-Based Search on Structured Data Sources, 2017

2016

Ontology for temporal reasoning based on extended Allen's interval algebra.

Vagan Y. Terziyan, Olena Kaikova

Int. J. Metadata Semant. Ontologies, 2016

TB-Structure: Collective Intelligence for Exploratory Keyword Search.

Vagan Y. Terziyan, Mariia Golovianko, Michael Cochez

Proceedings of the Semantic Keyword-Based Search on Structured Data Sources, 2016

2015

The 'magic square': A roadmap towards emotional business intelligence.

Vagan Y. Terziyan, Olena Kaikova

J. Decis. Syst., 2015

Semantic Portal as a Tool for Structural Reform of the Ukrainian Educational System.

Vagan Y. Terziyan, Mariia Golovianko, Oleksandr O. Shevchenko

Inf. Technol. Dev., 2015

Balanced Large Scale Knowledge Matching Using LSH Forest.

Michael Cochez, Vagan Y. Terziyan, Vadim Ermolayev

Proceedings of the Semantic Keyword-Based Search on Structured Data Sources, 2015

2014

Emotional Business Intelligence.

Sacha Helfenstein, Olena Kaikova, Oleksiy Khriyenko, Vagan Y. Terziyan

Proceedings of the 7th International Conference on Human System Interactions, 2014

2012

Quality of an Ontology as a Dynamic Optimisation Problem.

Michael Cochez, Vagan Y. Terziyan

Proceedings of the 8th International Conference on ICT in Education, 2012

2011

Global Understanding Environment: Towards Self-managed Web of Everything.

Vagan Y. Terziyan

Proceedings of the Grid and Pervasive Computing Workshops, 2011

2010

Mastering Intelligent Clouds - Engineering Intelligent Data Processing Services in the Cloud.

Sergiy Nikitin, Vagan Y. Terziyan, Michal Nagy

Proceedings of the ICINCO 2010, 2010

SOFIA: Agent Scenario for Forest Industry - Tailoring UBIWARE Platform Towards Industrial Agent-driven Solutions.

Sergiy Nikitin, Vagan Y. Terziyan, Minna Lappalainen

Proceedings of the ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems, Volume 1, DISI, Funchal, Madeira, Portugal, June 8, 2010

Context-Policy-Configuration - Paradigm of Intelligent Autonomous System Creation.

Oleksiy Khriyenko, Sergiy Nikitin, Vagan Y. Terziyan

Proceedings of the ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems, Volume 2, AIDSS, Funchal, Madeira, Portugal, June 8, 2010

2009

Proactive Future Internet: Smart Semantic Middleware for Overlay Architecture.

Vagan Y. Terziyan, Dmytro Zhovtobryukh, Artem Katasonov

Proceedings of the Fifth International Conference on Networking and Services, 2009

Ontonuts: Reusable Semantic Components for Multi-agent Systems.

Sergiy Nikitin, Artem Katasonov, Vagan Y. Terziyan

Proceedings of the Fifth International Conference on Autonomic and Autonomous Systems, 2009

An Observation Framework for Multi-agent Systems.

Joonas Kesäniemi, Artem Katasonov, Vagan Y. Terziyan

Proceedings of the Fifth International Conference on Autonomic and Autonomous Systems, 2009

Semantic Approach to Dynamic Coordination in Autonomous Systems.

Artem Katasonov, Vagan Y. Terziyan

Proceedings of the Fifth International Conference on Autonomic and Autonomous Systems, 2009

2008

Semantic Agent Programming Language (S-APL): A Middleware Platform for the Semantic Web.

Artem Katasonov, Vagan Y. Terziyan

Proceedings of the 2th IEEE International Conference on Semantic Computing (ICSC 2008), 2008

Smart Semantic Middleware for the Internet of Things.

Artem Katasonov, Olena Kaykova, Oleksiy Khriyenko, Sergiy Nikitin, Vagan Y. Terziyan

Proceedings of the ICINCO 2008, 2008

2007

SmartResource Platform and Semantic Agent Programming Language (S-APL).

Artem Katasonov, Vagan Y. Terziyan

Proceedings of the Multiagent System Technologies, 5th German Conference, 2007

Predictive and Contextual Feature Separation for Bayesian Metanetworks.

Vagan Y. Terziyan

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

A Security Framework for Smart Ubiquitous Industrial Resources.

Anton Naumenko, Artem Katasonov, Vagan Y. Terziyan

Proceedings of the Enterprise Interoperability II, 2007

Data integration solution for paper industry - a semantic storing browsing and annotation mechanism for online fault data.

Sergiy Nikitin, Vagan Y. Terziyan, Jouni Pyötsiä

Proceedings of the ICINCO 2007, 2007

Agent-Based Approach for Electricity Distribution Systems.

Kimmo Salmenjoki, Yaroslav Tsaruk, Vagan Y. Terziyan, Marko Viitala

Proceedings of the ICEIS 2007, 2007

2006

A framework for context-sensitive metadata description.

Oleksiy Khriyenko, Vagan Y. Terziyan

Int. J. Metadata Semant. Ontologies, 2006

Transaction management for m-commerce at a mobile terminal.

Jari Veijalainen, Vagan Y. Terziyan, Henry Tirri

Electron. Commer. Res. Appl., 2006

Service matching in agent systems.

Anton Naumenko, Sergiy Nikitin, Vagan Y. Terziyan

Appl. Intell., 2006

Bayesian Metanetwork for Context-Sensitive Feature Relevance.

Vagan Y. Terziyan

Proceedings of the Advances in Artificial Intelligence, 4th Helenic Conference on AI, 2006

2005

General Adaption Framework.

Olena Kaykova, Oleksiy Khriyenko, D. Kovtun, Anton Naumenko, Vagan Y. Terziyan, Andriy Zharko

Int. J. Semantic Web Inf. Syst., 2005

Semantic Web Services for Smart Devices Based on Mobile Agents.

Vagan Y. Terziyan

Int. J. Intell. Inf. Technol., 2005

A Bayesian Metanetwork.

Vagan Y. Terziyan

Int. J. Artif. Intell. Tools, 2005

Using UDDI for Publishing Metadata of the Semantic Web.

Anton Naumenko, Sergiy Nikitin, Vagan Y. Terziyan, Jari Veijalainen

Proceedings of the Industrial Applications of Semantic Web, 2005

RgbDF: Resource Goal and Behaviour Description Framework.

Olena Kaykova, Oleksiy Khriyenko, Vagan Y. Terziyan, Andriy Zharko

Proceedings of the Industrial Applications of Semantic Web, 2005

Querying Dynamic and Context-Sensitive Metadata in Semantic Web.

Sergiy Nikitin, Vagan Y. Terziyan, Yaroslav Tsaruk, Andriy Zharko

Proceedings of the Autonomous Intelligent Systems: Agents and Data Mining, 2005

2004

Towards a Framework for Agent-Enabled Semantic Web Service Composition.

Vadim Ermolayev, Natalya Keberle, Sergey Plaksin, Oleksandr Kononenko, Vagan Y. Terziyan

Int. J. Web Serv. Res., 2004

Ontoenvironment: An integration infrastructure for distributed heterogeneous resources.

Oleksiy Khriyenko, Oleksandr Kononenko, Vagan Y. Terziyan

Proceedings of the IASTED International Conference on Parallel and Distributed Computing and Networks, 2004

Learning Bayesian Metanetworks from Data with Multilevel Uncertainty.

Vagan Y. Terziyan, Oleksandra Vitko

Proceedings of the Artificial Intelligence Applications and Innovations, 2004

Personalized Distance Learning Based on Multiagent Ontological System.

Igor N. Keleberda, Natalya S. Lesna, Sergiy D. Makovetskiy, Vagan Y. Terziyan

Proceedings of the IEEE International Conference on Advanced Learning Technologies, 2004

Community Formation Scenarios in Peer-to-Peer Web Service Environments.

Olena Kaykova, Oleksandr Kononenko, Vagan Y. Terziyan, Andriy Zharko

Proceedings of the IASTED International Conference on Databases and Applications, 2004

2003

Distributed PIN Verification Scheme for Improving Security of Mobile Devices.

Jian Tang, Vagan Y. Terziyan, Jari Veijalainen

Mob. Networks Appl., 2003

Semantic Web And Peer-To-Peer: Integration And Interoperability In Industry.

Vagan Y. Terziyan, Andriy Zharko

Int. J. Comput. Syst. Signals, 2003

Semantic Web Services for Smart Devices in a "Global Understanding Environment".

Vagan Y. Terziyan

Proceedings of the On The Move to Meaningful Internet Systems 2003: OTM 2003 Workshops, 2003

Bayesian Metanetworks for Modelling User Preferences in Mobile Environment.

Vagan Y. Terziyan, Oleksandra Vitko

Proceedings of the KI 2003: Advances in Artificial Intelligence, 2003

Semantic Web Enabled Web Services: State-of-Art and Industrial Challenges.

Vagan Y. Terziyan, Oleksandr Kononenko

Proceedings of the Web Services, 2003

Temporal and Spatial Analysis to Personalise an Agent's Dynamic Belief, Desire, and Intention Profiles.

Catholijn M. Jonker, Vagan Y. Terziyan, Jan Treur

Proceedings of the Cooperative Information Agents VII, 7th International Workshop, 2003

Industrial Diagnostics using Algebra of Uncertain Temporal Relations.

Vladimir Ryabov, Vagan Y. Terziyan

Proceedings of the 21st IASTED International Multi-Conference on Applied Informatics (AI 2003), 2003

2002

Ontological modelling of e-services to ensure appropriate mobile transactions.

Vagan Y. Terziyan

Intell. Syst. Account. Finance Manag., 2002

2001

Developing GIS-Supported Location-Based Services.

Kirsi Virrantaus, Jouni Markkula, Artem Garmash, Vagan Y. Terziyan, Jari Veijalainen, Artem Katasonov, Henry Tirri

Proceedings of the 2nd International Conference on Web Information Systems Engineering, 2001

2000

Recognizing bounds of context change in on-line learning.

Helen Kaikova, Vagan Y. Terziyan, Borys Omelayenko

Proceedings of the Challenges of Information Technology Management in the 21st Century, 2000

Distance functions in dynamic integration of data mining techniques.

Seppo Puuronen, Alexey Tsymbal, Vagan Y. Terziyan

Proceedings of the Data Mining and Knowledge Discovery: Theory, 2000

1999

A Dynamic Integration Algorithm for an Ensemble of Classifiers.

Seppo Puuronen, Vagan Y. Terziyan, Alexey Tsymbal

Proceedings of the Foundations of Intelligent Systems, 11th International Symposium, 1999

Knowledge Acquisition Based on Semantic Balance of Internal and External Knowledge.

Vagan Y. Terziyan, Seppo Puuronen

Proceedings of the Multiple Approaches to Intelligent Systems, 1999

Representation and Reasoning with Uncertain Temporal Relations.

Vladimir Ryabov, Seppo Puuronen, Vagan Y. Terziyan

Proceedings of the Twelfth International Florida Artificial Intelligence Research Society Conference, 1999

Knowledge Acquisition from Multiple Experts Based on Semantics of Concepts.

Seppo Puuronen, Vagan Y. Terziyan

Proceedings of the Knowledge Acquisition, Modeling and Management, 11th European Workshop, 1999

Dynamic integration of multiple data mining techniques in a knowledge discovery management system.

Seppo Puuronen, Vagan Y. Terziyan, Artyom Katasonov, Alexey Tsymbal

Proceedings of the Data Mining and Knowledge Discovery: Theory, 1999

A Similarity Evaluation Technique for Data Mining with an Ensemble of Classifiers.

Seppo Puuronen, Vagan Y. Terziyan

Proceedings of the 10th International Workshop on Database & Expert Systems Applications, 1999

Mining Several Data Bases With an Ensemble of Classifiers

Seppo Puuronen, Vagan Y. Terziyan, Alexander Logvinovsky

Proceedings of the Database and Expert Systems Applications, 10th International Conference, 1999

A Similarity Evaluation Technique for Cooperative Problem Solving with a Group of Agents.

Seppo Puuronen, Vagan Y. Terziyan

Proceedings of the Cooperative Information Agents III, Third International Workshop, 1999

Learning Feature Selection for Medical Databases.

Irina Skrypnik, Vagan Y. Terziyan, Seppo Puuronen, Alexey Tsymbal

Proceedings of the 12th IEEE Symposium on Computer-Based Medical Systems (CBMS '99). 18-20 June 1999, 1999

Arbiter Meta-Learning with Dynamic Selection of Classifiers and Its Experimental Investigation.

Alexey Tsymbal, Seppo Puuronen, Vagan Y. Terziyan

Proceedings of the Advances in Databases and Information Systems, 1999

1998

The decision support system for telemedicine based on multiple expertise.

Vagan Y. Terziyan, Alexey Tsymbal, Seppo Puuronen

Int. J. Medical Informatics, 1998

Advanced Dynamic Selection of Diagnostic Methods.

Alexey Tsymbal, Seppo Puuronen, Vagan Y. Terziyan

Proceedings of the 11th IEEE Symposium on Computer-Based Medical Systems (CBMS '98), 1998

1997

Temporal Knowledge Acquisition from Multiple Experters.

Helen Kaikova, Vagan Y. Terziyan

Proceedings of the Next Generation Information Technologies and Systems (NGITS '97), Third International Workshop, Neve Ilan, Israel, June 30, 1997

The Voting-Type Technique in the Refinement of Multiple Expert Knowledge.

Seppo Puuronen, Vagan Y. Terziyan

Proceedings of the 30th Annual Hawaii International Conference on System Sciences (HICSS-30), 1997

Decision support system for telemedicine based on multiple expertise.

Vagan Y. Terziyan, Seppo Puuronen, Mikko Kovalainen

Proceedings of the 10th IEEE Symposium on Computer-Based Medical Systems (CBMS '97), 1997

1996

Modeling Consensus Knowledge from Multiple Sources Based on Semantics of Concepts.

Seppo Puuronen, Vagan Y. Terziyan

Proceedings of the Proccedings of the Workshop Challenges of Application and Challenges of Design, 1996