Publication list of Vagan Terziyan

Terziyan, V., & Katasonov, A. (2009). Global Understanding Environment: Applying Semantic and Agent Technologies to Industrial Automation. In: M. D. Lytras, & P. O. De Pablos (Eds.), Emerging Topics and Technologies in Information Systems (pp. 55-87). IGI Global. https://doi.org/10.4018/978-1-60566-222-0.ch003

Ermolayev, V., Keberle, N., Kononenko, O., & Terziyan, V. (2007). Proactively Composing Web Services as Tasks by Semantic Web Agents. In: L. J. Zang (Ed.), Modern Technologies in Web Services Research (pp. 217-246). IGI Global. https://doi.org/10.4018/978-1-59904-280-0.ch011

Terziyan, V. (2007). Challenges of the “Global Understanding Environment” based on Agent Mobility. In: V. Sugumaran (Ed.), Application of Agents and Intelligent Information Technologies (pp. 121-152). IGI Global. https://doi.org/10.4018/978-1-59904-265-7.ch007

Kaykova, O., Khriyenko, O., Kovtun, D., Naumenko, A., Terziyan, V., & Zharko, A. (2007). General Adaptation Framework: Enabling Interoperability for Industrial Web Resources. In: A. Sheth, & M. Lytras (Eds.), Semantic Web-Based Information Systems: State-of-the-Art Applications (pp. 61-97). IGI Global. https://doi.org/10.4018/978-1-59904-426-2.ch003

Ermolayev, V., Terziyan, V., & Kaykova, H. (2006). SW @ Ukraine. In: M. Lytras (Ed.), Semantic Web Fact Book 2005 (pp. 13-17). AIS SIGSEMIS.

Bramer, M. A., & Terziyan, V. (Eds.). (2005). Industrial Applications of Semantic Web: Proceedings of the 1st International IFIP/WG12.5 Working Conference on Industrial Applications of Semantic Web, August 25-27, 2005 Jyvaskyla, Finland (322 pp.). ISBN 978-0-387-28568-9. Springer, Boston, MA. https://doi.org/10.1007/0-387-29248-9

(JUFO_ID = 5598; JUFO_LEVEL = 2).

Terziyan, V., & Puuronen, S. (2000). Reasoning with Multilevel Contexts in Semantic Metanetworks. In: P. Bonzon, M. Cavalcanti, & R. Nossun (Eds.), Formal Aspects in Context (Applied Logic Series, Vol. 20, pp. 107-126). Kluwer Academic Publishers. https://doi.org/10.1007/978-94-015-9397-7_7

(Brief presentation of the Semantic Metanetwork concept is here).

Articles in Scientific Journals

Terziyan, V., & Kaikova, O. (2025, to appear). Guardians of Reliability, Robustness, and Resilience: Adversarial Maintenance in the Era of Industry 4.0 and 5.0. Procedia Computer Science. Elsevier.

Terziyan, V., & Vitko, O. (2025, to appear). Context-Aware Machine Learning for Smart Manufacturing. Procedia Computer Science. Elsevier.

Terziyan, V., & Tiihonen, T. (2025, to appear). Digital Cloning as a Self-Adaptive Multicriteria Optimization Process. Procedia Computer Science. Elsevier.

Terziyan, V., & Vitko, O. (2025, to appear). Adaptive Generalized Mean and Social Distance Metric for Smart Manufacturing Tasks. Procedia Computer Science. Elsevier.

Streltsov, O., Terziyan, V., & Vitko, O. (2025, to appear). Discover and Explore Weak Causality and Causal Disposition in Images for Smart Manufacturing Tasks. Procedia Computer Science. Elsevier.

(JUFO_ID = 84134; JUFO_LEVEL = 1).

(Code is here).

Shukla, A.K., Terziyan, V., & Tiihonen, T. (2024). AI as a User of AI: Towards Responsible Autonomy. Heliyon, 10(11), e31397. Cell Press. https://doi.org/10.1016/j.heliyon.2024.e31397

Terziyan, V., & Vitko, O. (2024). Collaborative Resilience: Taxonomy-Informed Neural Networks for Smart Assets’ Maintenance in Hostile Industry 4.0 Environments. International Journal of Mechatronics and Manufacturing Systems, 17(2), 16 pp. Inderscience Publishers. https://doi.org/10.1504/IJMMS.2024.10064064

(JUFO_ID = 75240; JUFO_LEVEL = 1).

Terziyan, V., & Tiihonen, T. (2024). Using Cloning-GAN Architecture to Unlock the Secrets of Smart Manufacturing: Replication of Cognitive Models. Procedia Computer Science, 232, 890-902. Elsevier. https://doi.org/10.1016/j.procs.2024.01.089

Terziyan, V., Terziian, A., & Vitko, O. (2024). Creative and Adversarial Cellular Automata for Simulating Resilience in Industry 5.0. Procedia Computer Science, 232, 1491-1502. Elsevier. https://doi.org/10.1016/j.procs.2024.01.147

Kaikova, O., & Terziyan, V. (2024). Deep Neural Networks, Cellular Automata and Petri Nets: Useful Hybrids for Smart Manufacturing. Procedia Computer Science, 232, 2334-2346. Elsevier. https://doi.org/10.1016/j.procs.2024.02.052

Terziyan, V., Bilokon, B., & Gavriushenko, M. (2024). Deep Homeomorphic Data Encryption for Privacy Preserving Machine Learning. Procedia Computer Science, 232, 2201-2212. Elsevier. https://doi.org/10.1016/j.procs.2024.02.039

Terziyan, V., & Vitko, O. (2024). Taxonomy-Informed Neural Networks for Smart Manufacturing. Procedia Computer Science, 232, 1388-1399. Elsevier. https://doi.org/10.1016/j.procs.2024.01.137

Terziyan, V., Kaikova, O., Golovianko, M., & Vitko, O. (2024). Can ChatGPT Challenge the Scientific Impact of Published Research, Particularly in the Context of Industry 4.0 and Smart Manufacturing?. Procedia Computer Science, 232, 2540-2550. Elsevier. https://doi.org/10.1016/j.procs.2024.02.072

Terziyan, V., Malyk, D., Golovianko, M., & Branytskyi, V. (2023). Encryption and Generation of Images for Privacy-Preserving Machine Learning in Smart Manufacturing. Procedia Computer Science, 217, 91-101. Elsevier. https://doi.org/10.1016/j.procs.2022.12.205.

Terziyan, V., & Vitko, O. (2023). Causality-Aware Convolutional Neural Networks for Advanced Image Classification and Generation. Procedia Computer Science, 217, 495-506. Elsevier. https://doi.org/10.1016/j.procs.2022.12.245.

Terziyan, V., Kaikova, O., Malyk, D., & Branytskyi, V. (2023). The Truth is Out There: Focusing on Smaller to Guess Bigger in Image Classification. Procedia Computer Science, 217, 1323-1334. Elsevier. https://doi.org/10.1016/j.procs.2022.12.330.

Golovianko, M., Terziyan, V., Branytskyi, V., & Malyk, D., (2023). Industry 4.0 vs. Industry 5.0: Co-existence, Transition, or a Hybrid. Procedia Computer Science, 217, 102-113. Elsevier. https://doi.org/10.1016/j.procs.2022.12.206.

(JUFO_ID = 63865; JUFO_LEVEL = 2).

Terziyan, V., Malyk, D., Golovianko, M., & Branytskyi, V. (2022). Hyper-Flexible Convolutional Neural Networks Based on Generalized Lehmer and Power Means. Neural Networks, 155, 177-203. Elsevier. https://doi.org/10.1016/j.neunet.2022.08.017

Golovianko, M., Gryshko, S., Terziyan, V., & Tuunanen, T. (2022). Responsible Cognitive Digital Clones as Decision Makers: A Design Science Research Study. European Journal of Information Systems. 32(5), 879–901. https://doi.org/10.1080/0960085X.2022.2073278

(JUFO_ID = 55737; JUFO_LEVEL = 3).

Kaikova, O., Terziyan, V., Tiihonen, T., Golovianko, M., Gryshko, S., & Titova, L. (2022). Hybrid Threats against Industry 4.0: Adversarial Training of Resilience. E3S Web of Conferences, 353, 03004. https://doi.org/10.1051/e3sconf/202235303004

(JUFO_ID = 86108; JUFO_LEVEL = 1).

Kumpulainen, S., & Terziyan, V. (2022). Artificial General Intelligence vs. Industry 4.0: Do They Need Each Other? Procedia Computer Science, 200, 140-150. Elsevier. https://doi.org/10.1016/j.procs.2022.01.213

Terziyan, V., & Vitko, O. (2022). Explainable AI for Industry 4.0: Semantic Representation of Deep Learning Models. Procedia Computer Science, 200, 216-226. Elsevier. https://doi.org/10.1016/j.procs.2022.01.220

Branytskyi, V., Golovianko, M., Malyk, D., & Terziyan, V. (2022). Generative Adversarial Networks with Bio-Inspired Primary Visual Cortex for Industry 4.0. Procedia Computer Science, 200, 418-427. Elsevier. https://doi.org/10.1016/j.procs.2022.01.240

(JUFO_ID = 58809; JUFO_LEVEL = 1).

Branytskyi, V., Golovianko, M., Gryshko, S., Malyk, D., Terziyan, V., & Tuunanen, T. (2022). Digital Clones and Digital Immunity: Adversarial Training Handles Both. International Journal of Simulation and Process Modelling, 18(2), 124-139. Inderscience Publishers. https://doi.org/10.1504/IJSPM.2022.10048910 . https://dx.doi.org/10.1504/IJSPM.2022.126106

Terziyan, V., & Kaikova, O. (2021). Neural Networks with Disabilities: An Introduction to Complementary Artificial Intelligence. Neural Computation, 34(1), 255-290. MIT Press Direct. https://doi.org/10.1162/neco_a_01449

(JUFO_ID = 63861; JUFO_LEVEL = 3).

Terziyan, V., & Nikulin, A. (2021). Semantics of Voids within Data: Ignorance-Aware Machine Learning. ISPRS International Journal of Geo-Information, 10(4), 246. https://doi.org/10.3390/ijgi10040246

(JUFO_ID = 76096; JUFO_LEVEL = 1).

Girka, A., Terziyan, V., Gavriushenko, M., & Gontarenko, A. (2021). Anonymization as Homeomorphic Data Space Transformation for Privacy-Preserving Deep Learning. Procedia Computer Science, 180, 867-876. Elsevier. https://doi.org/10.1016/j.procs.2021.01.337

Terziyan, V., Gryshko, S., & Golovianko, M. (2021). Taxonomy of Generative Adversarial Networks for Digital Immunity of Industry 4.0 Systems. Procedia Computer Science, 180, 676-685. Elsevier. https://doi.org/10.1016/j.procs.2021.01.290

Golovianko, M., Gryshko, S., Terziyan, V., & Tuunanen, T. (2021). Towards Digital Cognitive Clones for the Decision-Makers: Adversarial Training Experiments. Procedia Computer Science, 180, 180-189. Elsevier. https://doi.org/10.1016/j.procs.2021.01.155

(JUFO_ID = 89082; JUFO_LEVEL = 1).

Terziyan, V., Gavriushenko, M., Girka, A., Gontarenko, A., & Kaikova, O. (2021). Cloning and Training Collective Intelligence with Generative Adversarial Networks. IET Collaborative Intelligent Manufacturing, 3(1), 64-74. John Wiley and Sons Ltd. https://doi.org/10.1049/cim2.12008

Gavriushenko, M., Kaikova, O., & Terziyan, V. (2020). Bridging Human and Machine Learning for the Needs of Collective Intelligence Development. Procedia Manufacturing, 42, 302-306. Elsevier. https://doi.org/10.1016/j.promfg.2020.02.092

(JUFO_ID = 82223; JUFO_LEVEL = 1).

(JUFO_ID = 60916; JUFO_LEVEL = 1).

Terziyan, V., Gryshko, S., & Golovianko, M. (2018). Patented Intelligence: Cloning Human Decision Models for Industry 4.0. Journal of Manufacturing Systems, 48 (Part C), 204-217. Elsevier. https://doi.org/10.1016/j.jmsy.2018.04.019

Terziyan, V. (2017). Social Distance Metric: From Coordinates to Neighborhoods, International Journal of Geographical Information Science, 31(12), 2401-2426. Taylor & Francis. https://doi.org/10.1080/13658816.2017.1367796

(JUFO_ID = 58467; JUFO_LEVEL = 2).

Cochez, M., Terziyan, V., & Ermolayev, V. (2017). Large Scale Knowledge Matching with Balanced Efficiency-Effectiveness Using LSH Forest. In: N. T. Nguyen, R. Kowalczyk, A. M. Pinto, & J. Cardoso (Eds.), Transactions on Computational Collective Intelligence XXVI (Lecture Notes in Computer Science, Vol. 10190, pp. 46-66). Springer, Cham. https://doi.org/10.1007/978-3-319-59268-8_3

(JUFO_ID = 82348; JUFO_LEVEL = 1).

Terziyan, V., & Kaikova, O. (2016). Ontology for Temporal Reasoning based on Extended Allen’s Interval Algebra, International Journal of Metadata, Semantics and Ontologies, 11(2), 93-109. Inderscience Publishers. https://doi.org/10.1504/IJMSO.2016.080348

(JUFO_ID = 58633; JUFO_LEVEL = 1).

Terziyan, V., & Kaikova, O. (2015). The "Magic Square": A Roadmap towards Emotional Business Intelligence. Journal of Decision Systems, 24(3), 255-272. Taylor & Francis. https://doi.org/10.1080/12460125.2015.969592

(JUFO_ID = 60106; JUFO_LEVEL = 1).

Terziyan, V., Golovianko, M., & Shevchenko, O. (2015). Semantic Portal as a Tool for Structural Reform of the Ukrainian Educational System. Information Technology for Development, 21(3), 381-402. Taylor & Francis. https://doi.org/10.1080/02681102.2014.899955

(JUFO_ID = 57864; JUFO_LEVEL = 1).

Terziyan, V., Shevchenko, O., & Golovianko, M. (2014). An Introduction to Knowledge Computing. Eastern-European Journal of Enterprise Technologies, 67(1/2), 2014, 27-40. https://doi.org/10.15587/1729-4061.2014.21830

(JUFO_ID = 75269; JUFO_LEVEL = 0).

Khriyenko, O., Terziyan, V., Kaikova, O. (2013). End User-Facilitated Interoperability in Internet of Things: Visually-Enriched User-Assisted Ontology Alignment. International Journal on Advances in Internet Technology, 6(1&2), 90-100. IARIA XPS Press.

Terziyan, V., & Kaykova, O. (2012). From Linked Data and Business Intelligence to Executable Reality. International Journal on Advances in Intelligent Systems, 5(1&2), 194-208. IARIA XPS Press.

(JUFO_ID = 70821; JUFO_LEVEL = 0).

Terziyan, V., Katasonov, A., Cardoso, J., Hauswirth, M., & Majumdar, A. (2011). PRIME: Proactive Inter-Middleware for Global Enterprise Resource Integration. Eastern-European Journal of Enterprise Technologies, 51(3/12), 2011, 3-16.

(JUFO_ID = 70821; JUFO_LEVEL = 0).

Terziyan, V., Kaykova, O., & Zhovtobryukh, D. (2010). UbiRoad: Semantic Middleware for Cooperative Traffic Systems and Services. International Journal on Advances in Intelligent Systems, 3(3&4), 286-302. IARIA XPS Press. (Brief presentation of the concept is here).

(JUFO_ID = 58812; JUFO_LEVEL = 0).

Terziyan, V. (2008). SmartResource – Proactive Self-Maintained Resources in Semantic Web: Lessons learned. International Journal of Smart Home, 2(2), 33-57. Global Vision Press. http://dx.doi.org/10.14257/ijsh.2008.2.2.03

https://kodu.ut.ee/~srirama/publications/Semantic_Authorizations_of_Mobile_Web_Services.pdf

Naumenko, A., Srirama, S., Terziyan, V., & Jarke, M. (2006). Semantic Authorization of Mobile Web Services. Journal of Theoretical and Applied Electronic Commerce Research, 1(1), 1-15.

(JUFO_ID = 62007; JUFO_LEVEL = 1).

Khriyenko, O., Terziyan, V. (2006). A Framework for Context-Sensitive Metadata Description. International Journal of Metadata, Semantics and Ontologies, 1(2), 154-164. Inderscience Publishers. https://doi.org/10.1504/IJMSO.2006.011011

(JUFO_ID = 58633; JUFO_LEVEL = 1).

Veijalainen, J., Terziyan, V., Tirri, H. (2006). Transaction Management for M-Commerce at a Mobile Terminal. Electronic Commerce Research and Applications, 5(3), 229-245. Elsevier. https://doi.org/10.1016/j.elerap.2005.10.010

(JUFO_ID = 55136; JUFO_LEVEL = 1).

(JUFO_ID = 51492; JUFO_LEVEL = 1).

Naumenko, A., Nikitin, S., & Terziyan, V. (2006). Service Matching in Agent Systems. International Journal of Applied Intelligence, 25(2), 223-237. Kluwer Academic Publishers. https://doi.org/10.1007/s10489-006-9655-4

Naumenko, A., Nikitin, S., Terziyan, V., & Zharko, A. (2005). Strategic Industrial Alliances in Paper Industry: XML- vs. Ontology-Based Integration Platforms. The Learning Organization, 12(5), 492-514. Emerald. https://doi.org/10.1108/09696470510611438

(JUFO_ID = 62552; JUFO_LEVEL = 1).

(JUFO_ID = 58926; JUFO_LEVEL = 1).

Kaykova, O., Khriyenko, O., Kovtun, D., Naumenko, A., Terziyan, V., & Zharko, A. (2005). General Adaption Framework: Enabling Interoperability for Industrial Web Resources. International Journal on Semantic Web and Information Systems, 1(3), 31-63. IGI Global. https://doi.org/10.4018/jswis.2005070102

Terziyan, V. (2005). Semantic Web Services for Smart Devices Based on Mobile Agents. International Journal of Intelligent Information Technologies, 1(2), 43-55. IGI Global. https://doi.org/10.4018/jiit.2005040104

(JUFO_ID = 58548; JUFO_LEVEL = 1).

(JUFO_ID = 58921; JUFO_LEVEL = 1).

Terziyan, V. (2005). A Bayesian Metanetwork. International Journal on Artificial Intelligence Tools, 14(3), 371-384. World Scientific. https://doi.org/10.1142/S0218213005002156

Kaykova, O., Khriyenko, O., Naumenko, A., Terziyan, V., & Zharko, A. (2005). RSCDF: A Dynamic and Context-Sensitive Metadata Description Framework for Industrial Resources. Eastern-European Journal of Enterprise Technologies, 15(3), 55-78.

Terziyan, V., & Khriyenko, O. (2004). Mobile Agent-Based Web Service Components in Semantic Web. Eastern-European Journal of Enterprise Technologies, 8(2), 4-15.

Levykin, V., Terziyan V., & Shevchenko, O. (2004). Менеджмент знаний в системе организации и технологии подготовки специалистов на профилирующей кафедре. (Organization and Technology for Educating Specialists at a Profiling Department based on Knowledge Management). Eastern-European Journal of Enterprise Technologies, 8(2), 15-19.

Kaikova, H., Khriyenko, O., Kononenko, O., Terziyan, V., & Zharko, A. (2004). Proactive Self-Maintained Resources in Semantic Web. Eastern-European Journal of Enterprise Technologies, 7(1), 4-16.

(JUFO_ID = 58911; JUFO_LEVEL = 1).

Ermolayev, V., Keberle, N., Plaksin, S., Kononenko, O., & Terziyan, V. (2004). Towards a Framework for Agent-Enabled Semantic Web Service Composition. International Journal of Web Services Research, 1(3), 63-87. IGI Global. https://doi.org/10.4018/jwsr.2004070

Terziyan, V., & Zharko, A. (2003). Semantic Web and Peer-to-Peer: Integration and Interoperability in Industry. International Journal of Computers, Systems and Signals, 4(2), 33-46. IAAMSAD.

Terziyan, V. (2003). Intelligent “Mirror Web Browsing” vs. Pull/Push Technology. Eastern-European Journal of Enterprise Technologies, 1(1), 4-14.

(JUFO_ID = 63465; JUFO_LEVEL = 1).

Tang, J., Terziyan, V., & Veijalainen, J. (2003). Distributed PIN Verification Scheme for Improving Security of Mobile Devices. Mobile Networks and Applications, 8(2), 159-175. Kluwer Academic Publishers. https://doi.org/10.1023/A:1022289231864

Terziyan, V. (2002). Ontological Modelling of E-Services to Ensure Appropriate Mobile Transactions. Intelligent Systems in Accounting, Finance and Management, 11(3), 159-172. John Wiley & Sons. https://doi.org/10.1002/isaf.221

(JUFO_ID = 70602; JUFO_LEVEL = 1).

Terziyan, V., & Vitko, O. (2002). Вероятностные метасети для решения задач интеллектуального анализа данных. (Probabilistic Metanetworks for Intelligent Data Analysis). Artificial Intelligence: Scientific and Theoretical Journal, 3, 188-197. Donetsk Institute of Artificial Intelligence Problems.

Terziyan, V., & Vitko, O. (2001). Интеллектуальное управление информацией в мобильной электронной коммерции. (Intelligent Information Management in Mobile Electronic Commerce). News of Artificial Intelligence: Journal of Russian Association of Artificial Intelligence, 5-6, 26-33.

Terziyan, V., Puuronen, S., & Kaikova, H. (1999). Interval-Based Parameter Recognition with the Trends in Multiple Estimations, Pattern Recognition and Image Analysis, 9(4), 719-731. PLEIADES Publishing.

(JUFO_ID = 71262; JUFO_LEVEL = 0).

Savolainen, V., & Terziyan, V. (1999). Metapetrinets for Controlling Complex and Dynamic Processes. International Journal of Information and Management Sciences, 10(1), 13-32.

(JUFO_ID = 85426; JUFO_LEVEL = 0).

(JUFO_ID = 58623; JUFO_LEVEL = 3).

Terziyan, V., Tsymbal, A., & Puuronen, S. (1998). The Decision Support System for Telemedicine Based on Multiple Expertise. International Journal of Medical Informatics, 49(2), 217-229. Elsevier. https://doi.org/10.1016/S1386-5056(98)00041-0

Puuronen, S., Terziyan, V., & Omelayenko, B. (1998). Приобретение знаний множества экспертов: экспериментальное исследование двух стратегий перерасчета рангов. (Experimental Investigation of Two Rank Refinement Strategies for Voting with Multiple Experts). Artificial Intelligence: Scientific and Theoretical Journal, 2, 25-41. Donetsk Institute of Artificial Intelligence Problems.

Huebenthal, F., Puuronen, S., & Terziyan, V. (1997). Подход к интеллектуальной навигации, контроль и распределение в системе управления флотом. (Approach to Intelligent Navigation, Control and Dispatching in Fleet Management System). Интеллектуальные системы (Intelligent Systems), 2(1-4), 12 pp. Moscow State University.

Puuronen, S., & Terziyan, V. (1997). Представление знаний с помощью семантических метасетей. (Presenting Knowledge Using Semantic Metanetwork). Интеллектуальные системы (Intelligent Systems), 2(1-4), 12 pp. Moscow State University.

Terziyan, V., Tkachuk, A., Tsymbal, A., & Puuronen, S. (1996). Intelligent Medical Diagnostics System Based on Integration of Statistical Methods. Informatica Medica Slovenica, 3(1-3), 109-114. SIMIA.

Bondarenko, M., Grebenyuk, V., & Terziyan, V. (1993). Reasoning Based on the Algebra of Semantic Relations. Pattern Recognition and Image Analysis, 3(4), 488-499. PLEIADES Publishing.

(JUFO_ID = 71262; JUFO_LEVEL = 0).

Terziyan, V. (1993). Понятие интеллектуальности естественно-языковых систем. (The Concept of Intellectuality of Natural Language Systems). АСУ и приборы автоматики (ASU i Pribory Avtomatiki), 101, 47-54. Kharkiv: OSNOVA. ISSN 0135-1710

Bondarenko, M., Terziyan, V., & Popkov, I. (1992). Метод частичного устранения многозначности синтаксического представления предложения без привлечения семантики. (Syntactical Homonyms Removal Method without Use of Semantics). АСУ и приборы автоматики (ASU i Pribory Avtomatiki), 98, 26-31; 99, 36-42; 100, 8-19. Kharkiv: OSNOVA. ISSN 0135-1710

Terziyan, V., & Popkov, I. (1991). Формализация процесса устранения многозначности синтаксического разбора естественно-языкового высказывания. (A Formalism for Syntactical Homonyms Removal in Natural Language Expressions). Проблемы бионики (Problemy Bioniki), 47, 23-36. Kharkiv: State University Publishing. ISSN 0555-2656

Terziyan, V. (1991). Приобретение знаний в интеллектуальных естественно-языковых системах. (Knowledge Acquisition in Natural Language Systems). Upravlyayushchie Sistemy i Mashiny (Control Systems and Computers), 7, 143-149. Kiev: Naukova Dumka. ISSN 0130-5395

Gerasin, S., Kaikova, H., & Terziyan, V. (1990). Интервальный подход к обработке экспертных мнений: Метод последовательных отсечений. (An Interval-Based Approach to Multiple Experts’ Opinions Processing: Successive Severance Method). Проблемы бионики (Problemy Bioniki), 44, 41-46. Kharkiv: State University Publishing. ISSN 0555-2656

Dzundzjuk, B., Terziyan, V., & Severina, L. (1989). Разработка медицинской экспертной системы на основе дискретной математики. (Development of Expert Health-Protection Systems Based on Discrete Mathematics). Проблемы бионики (Problemy Bioniki), 42, 104-109. Kharkiv: State University Publishing. ISSN 0555-2656

Dzundzjuk, B., & Terziyan, V. (1988). Принципы построения интеллектуального обучаемого естественно-языкового интерфейса для решения задач борьбы с профессиональными заболеваниями. (Principles of Constructing an Intelligent Learning Natural Language Interface for Solving Problems of Combating Occupational Diseases). Проблемы бионики (Problemy Bioniki), 40, 81-88. Kharkiv: State University Publishing. ISSN 0555-2656

Kaikova, H., & Terziyan, V. (1987). Механизм исследования временных последовательностей в естественно-языковых текстах. (A Mechanism of Temporal Sequences Investigation in Texts). Проблемы бионики (Problemy Bioniki), 39, 25-34. Kharkiv: State University Publishing. ISSN 0555-2656

Terziyan, V. (1985). Принципы организации анализа естественно-языковых высказываний в системах общения пользователей с ЭВМ. (Principles of Natural Language Analysis Organization in Interface Systems). Проблемы бионики (Problemy Bioniki), 34, 66-74; 35, 17-24. Kharkiv: State University Publishing. ISSN 0555-2656

Komarkova, I., & Terziyan, V. (1984). Алгоритм разрешения местоимений в системах машинного анализа текстов. (Pronouns Resolution Algorithms in Text Processing Systems). Проблемы бионики (Problemy Bioniki), 33, 42-48. Kharkiv: State University Publishing. ISSN 0555-2656

Golovina, E., Kolmychek, K., & Terziyan, V. (1984). Принципы проверки семантической правильности естественно-языковых высказываний. (Principles of Semantic Verification of Natural Language Statements). Проблемы бионики (Problemy Bioniki), 32, 64-72. Kharkiv: State University Publishing. ISSN 0555-2656

Lovitskii, V., & Terziyan, V. (1981). Кодирование слов в ТВ-структуре. (Words’ Coding in TB-Structure). Проблемы бионики (Problemy Bioniki), 26, 60-68. Kharkiv: State University Publishing. ISSN 0555-2656

Papers in Conference Proceedings and Key Presentations

Terziyan, V. & Kaikova, O. (2024). Hybrid Additive Manufacturing: A Convergence of Physical, Digital, and Social Realms Driven by Generative AI. In: H. Fujita et al. (Eds.), Advances and Trends in Artificial Intelligence. Theory and Applications. (Lecture Notes in Computer Science, Vol. 14748, pp. 427–441). Springer. https://doi.org/10.1007/978-981-97-4677-4_35 .

(JUFO_ID = 82183; JUFO_LEVEL = 1).

Terziyan, V. (2024). Adversarial Learning, Adversarial Games, and Adversarial Collective Intelligence: Exploring the Potential of AI for Strategic Superiority. In: O. Kaikova & T. Tiihonen (Eds.), Presentations of the WARN Project Workshop. Cergy, France, May 15, 2024. https://ai.it.jyu.fi/Adversarial_Games.pptx

Terziyan, V. (2024). Adversarial Analytics – Adversarial Maintenance – Adversarial AI: A New Bermuda Triangle? In: F. Sobieczky (ed.), Presentations of the Hagenberg Prescriptive Analytics Days 2024. Hagenberg, Austria, April 4, 2024. https://ai.it.jyu.fi/Adversarial_Analytics.pptx

Terziyan, V. (2023). Digital Cloning: Towards Responsible Use of AI. In: P. Hartikainen (Ed.), Presentations of the KONE Cybersecurity Week. Espoo, Finland, October 23-28, 2023. https://ai.it.jyu.fi/KONE_AI_and_Cybersecurity .pptx

Golovianko, M., Gryshko, S. & Terziyan, V. (2018). From Deep Learning to Deep University: Cognitive Development of Intelligent Systems. In: J. Szymański & Y. Velegrakis (Eds.), Semantic Keyword-Based Search on Structured Data Sources (Lecture Notes in Computer Science, Vol. 10546, pp. 80-85). Springer, Cham. https://doi.org/10.1007/978-3-319-74497-1_8

(JUFO_ID = 82183; JUFO_LEVEL = 1).

Terziyan, V. (2018). Wearable Artificial Intelligence: Cognitive vs. Physical Capability Enhancement. In: Presentations of the COST CA16116 MC/WG Meeting (WearableRobots: Wearable Robots for Augmentation, Assistance or Substitution of Human Motor Functions). Darmstadt, Germany, March 5-6, 2018.

Terziyan, V., Golovianko, M., & Cochez, M. (2017). TB-Structure: Collective Intelligence for Exploratory Keyword Search. In: A. Calì, D. Gorgan & M. Ugarte (Eds.). Semantic Keyword-Based Search on Structured Data Sources (Lecture Notes in Computer Science, Vol. 10151, pp. 171-178). Springer, Cham. https://doi.org/10.1007/978-3-319-53640-8_15

(JUFO_ID = 82183; JUFO_LEVEL = 1).

Cochez, M., Terziyan, V., & Ermolayev, V. (2015). Balanced Large Scale Knowledge Matching Using LSH Forest. In: J. Cardoso, F. Guerra, G.-J. Houben, A. M. Pinto & Y. Velegrakis (Eds.). Semantic Keyword-based Search on Structured Data Sources (Lecture Notes in Computer Science, Vol. 9398, pp. 36-50). https://doi.org/10.1007/978-3-319-27932-9_4

Helfenstein, S., Kaikova, O., Khriyenko, O., & Terziyan, V. (2014). Emotional Business Intelligence. In: L. Gomes, J. Wtorek, A. Costa, H. Sawada, M. Manic & P. Strumillo (Eds.), Proceedings of the 7th International Conference on Human System Interaction (HSI-2014) (pp. 14-21). IEEE. https://doi.org/10.1109/HSI .2014.6860441

(See relevant presentation material here).

Khriyenko, O., Terziyan, V., & Kaikova, O. (2012). User-Assisted Semantic Interoperability in Internet of Things. Visually-Facilitated Ontology Alignment through Visually-Enriched Ontology and Thing Descriptions. In: Proceedings of the Sixth International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies (pp. 104-110). IARIA XPS Press.

(JUFO_ID = 7961; JUFO_LEVEL = 0).

(JUFO_ID = 53269; JUFO_LEVEL = 1).

Cochez, M., & Terziyan, V. (2012). Quality of an Ontology as a Dynamic Optimisation Problem. In: V. Ermolayev, et al. (Eds.), Proceedings of the 8th International Conference on ICT in Education, Research and Industrial Applications: Integration, Harmonization and Knowledge Transfer (ICTERI-2012) (CEUR-WS.org/Vol-848, pp. 249-256). ISSN 1613-0073

Terziyan, V. (2012). Global Understanding Environment: Towards Self-Managed Web of Everything. In: M. Rautiainen et al. (Eds.), Grid and Pervasive Computing Workshops, GPC-2011 (Lecture Notes in Computer Science, Vol. 7096, pp. 1-2). Springer, Berlin: Heidelberg. https://doi.org/10.1007/978-3-642-27916-4_1

(Slides of the Keynote Speech is here).

(Photo from the Keynote Speech).

Terziyan, V., & Kaykova, O. (2011). Towards "Executable Reality”: Business Intelligence on Top of Linked Data. In: Proceedings of the First International Conference on Business Intelligence and Technology (BUSTECH-2011) (pp. 26-33). IARIA XPS Press, ISBN: 978-1-61208-160-1

(JUFO_ID = 7961; JUFO_LEVEL = 0).

(See also presentation at panel discussion titled: Bridging Webs for Future Business: "Everything-as-a-User").

Nikitin, S., Terziyan, V., Nagy, M. (2010). Mastering Intelligent Clouds: Engineering Intelligent Data Processing Services in the Cloud. In: J. Gilipe, J. Andrade & J.-L. Ferrier (Eds.), Proceedings of the 7th International Conference on Informatics in Control, Automation and Robotics (ICINCO-2010) (Vol.1, pp. 174-181). SciTePress. https://doi.org/10.5220/0002950401740181

Khriyenko, O., Nikitin, S., & Terziyan, V. (2010). Context-Policy-Configuration: Paradigm of Intelligent Autonomous System Creation. In: J. Filipe & J. Cordeiro (Eds.), Proceedings of the 12th International Conference on Enterprise Information Systems (ICEIS-2010) (Vol. 2, pp. 198-205). SciTePress. https://doi.org/10.5220/0002887401980205

Nikitin, S., Terziyan, V., & Lappalainen, M. (2010). SOFIA: Agent Scenario for Forest Industry - Tailoring UBIWARE Platform Towards Industrial Agent-driven Solutions. In: J. Filipe & J. Cordeiro (Eds.), Proceedings of the 12th International Conference on Enterprise Information Systems (ICEIS-2010) (Vol. 1, pp. 15-22). SciTePress. https://doi.org/10.5220/0002890800150022

Terziyan, V., Kaykova, O., & Zhovtobryukh, D. (2010). UbiRoad: Semantic Middleware for Context-Aware Smart Road Environments. In: G.O. Bellot, H. Sasaki, M. Ehmann & C. Dini (Eds.), Proceedings of the Fifth International Conference on Internet and Web Applications and Services (ICIW-2010) (pp. 295-302). IEEE. https://doi.org/10.1109/ICIW.2010.50

Terziyan, V. (2009). Semantic and Agent Technologies for Distributed e-Health. In: Sosiaali- ja Terveydenhuollon Tietojen-käsittelyn Tutkimuspäivät (Social and Health Care Data-Processing Days). Keynote Speech, 28.05.2009. University of Jyvaskyla.

Khriyenko, O., & Terziyan, V. (2009). Similarity/Closeness-Based Resource Browser. In: J.J. Zhang (Ed.), Visualization, Imaging and Image Processing (VIIP-2009) (pp. 184-191). ACTA Press, ISBN: 978-0-88986-800-7

Kesäniemi, J., Katasonov, A., & Terziyan, V. (2009). An Observation Framework for Multi-Agent Systems. In: R. Calinescu et al. (Eds.), Proceedings of the Fifth International Conference on Autonomic and Autonomous Systems (ICAS 2009) (pp. 336-341). IEEE. https://doi.org/10.1109/ICAS.2009.55

Katasonov, A., & Terziyan, V. (2009). Semantic Approach to Dynamic Coordination in Autonomous Systems. In: R. Calinescu et al. (Eds.), Proceedings of the Fifth International Conference on Autonomic and Autonomous Systems (ICAS 2009) (pp. 321-329). IEEE. https://doi.org/10.1109/ICAS.2009.32

Nikitin, S., Katasonov, A., & Terziyan, V. (2009). Ontonuts: Reusable Semantic Components for Multi-Agent Systems. In: R. Calinescu et al. (Eds.), Proceedings of the Fifth International Conference on Autonomic and Autonomous Systems (ICAS 2009) (pp. 200-207). IEEE. https://doi.org/10.1109/ICAS.2009.34

Terziyan, V., Zhovtobryukh, D., & Katasonov, A. (2009). Proactive Future Internet: Smart Semantic Middleware for Overlay Architecture. In: J. L. Mauri et al. (Eds.), Proceedings of the Fifth International Conference on Networking and Services (ICNS-2009) (pp. 149-154). IEEE. https://doi.org/10.1109/ICNS.2009.8

Katasonov, A., & Terziyan, V. (2008). Semantic Agent Programming Language (S-APL): A Middleware Platform for the Semantic Web. In: Proceedings of the Second IEEE International Conference on Semantic Computing (ICSC-2008) (pp. 504-511). IEEE. https://doi.org/10.1109/ICSC.2008.82

Katasonov, A., Kaykova, O., Khriyenko, O., Nikitin, S., & Terziyan, V. (2008). Smart Semantic Middleware for the Internet of Things. In: J. Filipe, J. A. Cetto & J.-L. Ferrier (Eds.), Proceedings of the 5-th International Conference on Informatics in Control, Automation and Robotics (Vol. 1, pp. 169-178). SciTePress. https://doi.org/10.5220/0001489001690178

(JUFO_ID = 5689; JUFO_LEVEL = 1).

Terziyan, V., Vitko, O., & Koreyko, N. (2007). The Ontological Scientific-Educational Portal. In: A. Hopkinson & T. Zargaryan (Eds.), Proceedings of the International Conference “Information Technologies in Education in the 21st Century" (pp. 42-45). Middlesex University Press. https://eprints.mdx.ac.uk/3848/1/Information_tech.pdf#page=42

Katasonov, A., & Terziyan, V. (2007). SmartResource Platform and Semantic Agent Programming Language (S-APL). In: P. Petta et al. (Eds.), Proceedings of the 5-th German Conference on Multi-Agent System Technologies (MATES’07) (Lecture Notes in Computer Science, Vol. 4687, pp. 25-36). Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-74949-3_3

Terziyan, V. (2007). Predictive and Contextual Feature Separation for Bayesian Metanetworks. In: B. Apolloni, R. J. Howlett & L. Jain (Eds.), Knowledge-Based Intelligent Information and Engineering Systems (KES 2007 – WIRN 2007) (Lecture Notes in Computer Science, Vol. 4694, pp. 634-644). Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-74829-8_78

Salmenjoki, K., Tsaruk, Y., Terziyan, V., & Viitala, M. (2007). Agent-Based Approach for Electricity Distribution Systems. In: J. Cardoso & J. Filipe (Eds.), Proceedings of the 9-th International Conference on Enterprise Information Systems (ICEIS-2007) (Vol. 1, pp. 382-389). SciTePress. https://doi.org/10.5220/0002350003820389

Nikitin, S., Terziyan, V., & Pyotsia, J. (2007). Data Integration Solution for Paper Industry - A Semantic Storing Browsing and Annotation Mechanism for Online Fault Data. In: J. Zaytoon, J.-L. Ferrier, J. A. Cetto & J. Filipe (Eds.), Proceedings of the 4th International Conference on Informatics in Control, Automation and Robotics (ICINCO-2007) (Vol. 2, pp. 191-194). SciTePress. https://doi.org/10.5220/0001621801910194

(Poster is here).

Naumenko, A., Katasonov, A., & Terziyan, V. (2007). A Security Framework for Smart Ubiquitous Industrial Resources. In: R. Goncalves, J. P. Müller, K. Mertins & M. Zelm (Eds.), Enterprise Interoperability II: New Challenges and Approaches (pp. 183-194). Springer, London. https://doi.org/10.1007/978-1-84628-858-6_19

Terziyan, V. (2006). Bayesian Metanetwork for Context-Sensitive Feature Relevance. In: G. Antoniou, G. Potamias, C. Spyropoulos & D. Plexousakis (Eds.), Advances in Artificial Intelligence: Proceedings of the 4-th Hellenic Conference on Artificial Intelligence (SETN 2006) (Lecture Notes in Computer Science, Vol. 3955, pp. 356-366). Springer, Berlin: Heidelberg. https://doi.org/10.1007/11752912_36

Naumenko, A., Nikitin, S., Terziyan, V., & Veijalainen, J. (2005). Using UDDI for Publishing Metadata of the Semantic Web. In: M. Bramer & V. Terziyan (Eds.), Industrial Applications of Semantic Web: Proceedings of the 1-st International IFIP/WG12.5 Working Conference (IASW-2005) (pp. 141-159). Springer, Boston, MA. https://doi.org/10.1007/0-387-29248-9_8

Kaykova, O., Khriyenko, O., Terziyan, V., & Zharko, A. (2005). RgbDF: Resource Goal and Behaviour Description Framework. In: M. Bramer & V. Terziyan (Eds.), Industrial Applications of Semantic Web: Proceedings of the 1-st International IFIP/WG12.5 Working Conference (IASW-2005) (pp. 83-99). Springer, Boston, MA. https://doi.org/10.1007/0-387-29248-9_5

Nikitin, S., Terziyan, V., Tsaruk, Y., & Zharko, A. (2005). Querying Dynamic and Context-Sensitive Metadata in Semantic Web. In: V. Gorodetsky, J. Liu & V. A. Skormin (Eds.), Autonomous Intelligent Systems: Agents and Data Mining (AIS-ADM-2005) (Lecture Notes in Computer Science, Vol. 3505, pp. 200-214). Springer, Berlin: Heidelberg. https://doi.org/10.1007/11492870_17

(JUFO_ID = 75698; JUFO_LEVEL = 1).

Terziyan, V., Kaykova, O., Vitko, O., & Titova, L. (2005). Ontology-Based International Degree Recognition. Bulletin of the Technical Committee on Learning Technology, 7(4), 38-40. ISSN 1438-0625. IEEE.

Terziyan, V. (2005). SmartResource: Utilizing Semantic Web Services to Monitor Industrial Devices. In: A. Heimburger, T. Kauppinen, H. Lehtinen, J. Multisilta, M. Paajanen & K. Rytkonen (Eds.), XML - the Enabling Technology for Integrating Business Processes (pp. 89-103). Tampere University of Technology. ISBN 952-15-1312-8, ISSN 1795-2166

Salmenjoki, K., & Terziyan, V. (2005). Approaching Web-Based Expertise with Semantic Web. In: G. Papadourakis & I. Lazaridis (Eds.), New Horizons in Industry, Business and Education. Proceedings of the 4-th International Conference NHIBE-2005 (pp. 310-315).

Keleberda, I., Lesna, N., Makovetskiy, S., & Terziyan, V. (2004). Personalized Distance Learning based on Multiagent Ontological System. In: E. Kinshuk et al (Eds.), Proceedings of the 4-th IEEE International Conference on Advanced Learning Technologies (777-779). IEEE. https://doi.org/10.1109/ICALT.2004.1357654

Terziyan, V., & Vitko, O. (2004). Learning Bayesian Metanetworks from Data with Multilevel Uncertainty. In: M. Bramer & V. Devedzic (Eds.), Proceedings of the First International Conference on Artificial Intelligence Applications and Innovations (AIAI-2014) (pp. 187-196). Springer, Boston, MA. https://doi.org/10.1007/1-4020-8151-0_17

Khriyenko, O., & Terziyan, V. (2004). OntoSmartResource: An Industrial Resource Generation in Semantic Web. In: R. Schoop, A. Colombo, R. Bernhardt & G. Schreck (Eds.), Proceedings of the 2^nd IEEE International Conference on Industrial Informatics (INDIN’04) (pp. 175-179). IEEE. https://doi.org/10.1109/INDIN.2004.1417325

Kaykova, O., Kononenko, O., Terziyan, V., & Zharko, A. (2004). Community Formation Scenarios in Peer-to-Peer Web Service Environments. In: M. H. Hamza (Ed.), Databases and Applications (DBA 2004) (pp. 62-67). ACTA Press.

Khriyenko, O., Kononenko, O., & Terziyan, V. (2004). OntoEnvironment: An Integration Infrastructure for Distributed Heterogeneous Resources. In: M. H. Hamza (Ed.), Parallel and Distributed Computing and Networks (PDCN 2004) (pp. 319-324). ACTA Press.

Terziyan, V. (2004). Semantic Web Services for Smart Devices Based on Mobile Agents. In: J. M. Gomez (Ed.), Proceedings of the First Workshop on Intelligent Mobile Agents in Peer-To-Peer Networks: Forth International Symposium on Engineering of Intelligent Systems (EIS’2004) (pp. 10-16). ICSC Academic Press, Canada.

Terziyan, V. (2003). Semantic Web Services for Smart Devices in a “Global Understanding Environment”. In: R. Meersman & Z. Tari (Eds.), On the Move to Meaningful Internet Systems 2003: OTM 2003 Workshops (Lecture Notes in Computer Science, Vol. 2889, pp. 279-291). Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-39962-9_37

Terziyan, V., & Vitko, O. (2003). Bayesian Metanetwork for Modelling User Preferences in Mobile Environment. In: A. Gunter, R. Kruse & B. Neumann (Eds.), KI 2003: Advances in Artificial Intelligence (Lecture Notes in Computer Science, Vol. 2821, pp. 370-384). Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-39451-8_27

(Presentation poster is here).

Terziyan, V., & Kononenko, O. (2003). Semantic Web Enabled Web Services: State-of-Art and Industrial Challenges. In: M. Jeckle & L.-J. Zhang (Eds.), Web Services - ICWS-Europe 2003 (Lecture Notes in Computer Science, Vol. 2853, pp. 183-197). Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-39872-1_15

Jonker, C., Terziyan, V., & Treur, J. (2003). Temporal and Spatial Analysis to Personalize an Agent’s Dynamic Belief, Desire and Intention Profiles. In: M. Klush, A. Omicini, S. Ossowski & H. Laamanen (Eds.), Cooperative Information Agents VII: Proceedings of the 7-th International Workshop on Cooperative Information Agents (CIA-2003) (Lecture Notes in Computer Science, Vol. 2782, pp. 298-315). Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-45217-1_22

Terziyan, V., & Ryabov, V. (2003). Abstract Diagnostics Based on Uncertain Temporal Scenarios. In: M. Mohammadian (Ed.), Proceedings of the International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA-2003) (pp. 327-337). ISBN 1740880684. University of Canberra, Australia.

Ryabov, V., & Terziyan, V. (2003). Industrial Diagnostics Using Algebra of Uncertain Temporal Relations. In: M. H. Hamza (Ed.), Applied Informatics (AI-2003) (pp.351-356). ACTA Press.

(JUFO_ID = 56894; JUFO_LEVEL = 1).

Veijalainen, J., Terziyan, V., & Tirri, H. (2003). Transaction Management for M-Commerce at a Mobile Terminal. In: Proceedings of the 36-th Annual Hawaii International Conference on System Sciences (HICSS’03) (10 pp.). IEEE. https://doi.org/10.1109/HICSS.2003.1174215

Terziyan, V. (2002). Ontological Modelling of E-Services to Ensure Appropriate Mobile Transactions. In: D. O'Leary & A. Preece (Eds.), AI for Intelligent Business: Workshop in conjunction with ES2002: the 22nd Annual International Conference of the British Computer Society's Specialist Group on Artificial Intelligence (pp. 13-26). SGAI, UK.

Terziyan, V. (2002). Ontology-Driven Transaction Monitor for Mobile Services. In: Proceedings of the KR 2002 Workshop on Formal Ontology, Knowledge Representation and Intelligent Systems for the World Wide Web (SemWeb@KR2002) (12 pp.). Toulouse, France.

Virrantaus, K., Veijalainen, J., Markkula, J., Katasonov, A., Garmash, A., Tirri, H., & Terziyan, V. (2001). Developing GIS-Supported Location-Based Services. In: Proceedings of the Second International Conference on Web Information Systems Engineering (Vol. 2, pp. 66-75). IEEE. https://doi.org/10.1109/WISE.2001.996708

(JUFO_ID = 58173; JUFO_LEVEL = 2).

Terziyan, V. (2001). Architecture for Mobile P-Commerce: Multilevel Profiling Framework. In: A. Preece (Ed.), Proceedings of the IJCAI-2001 International Workshop "E-Business and the Intelligent Web" (12 pp.).

Terziyan, V. (2001). Dynamic Integration of Virtual Predictors. In: L. I. Kuncheva, F. Steimann, C. Haefke, M. Aladjem & V. Novak (Eds.), Proceedings of the International ICSC Congress on Computational Intelligence: Methods and Applications (CIMA'2001) (pp. 463-469). ICSC Academic Press, Canada/The Netherlands.

(JUFO_ID = 5474; JUFO_LEVEL = 1).

Puuronen, S., & Terziyan, V. (2000). A Similarity Evaluation Technique for Data Mining with an Ensemble of Classifiers. In: A. M. Tjoa, R. R. Wagner & A. Al-Zobaidie (Eds.), Proceedings of the 11th International Workshop on Database and Expert Systems Applications (pp. 1155-1159). IEEE CS Press, Los Alamitos, CA. https://doi.org/10.1109/DEXA.2000.875172

(JUFO_ID = 5471; JUFO_LEVEL = 1).

Kaikova, H., Terziyan, V., & Omelayenko, B. (2000). Recognizing Bounds of Context Change in On-Line Learning. In: M. Khosrowpour (Ed.), Challenges of Information Technology Management in the 21^st Century (pp. 236-239). Hershey, PA: Idea Group Publishing.

Puuronen, S., Terziyan, V., & Omelayenko, B. (2000). Rational Ordering and Clustering Examples for Incremental Learning. In: Intelligent Methods: Proceedings of the International Conference on Artificial and Computational Intelligence for Decision, Control and Automation in Engineering and Industrial Applications (ACIDCA’2000) (pp. 9-14).

Puuronen, S., Tsymbal, A., & Terziyan, V. (2000). Distance Functions in Dynamic Integration of Data Mining Techniques. In: B. V. Dasarathy (Ed.), Data Mining and Knowledge Discovery: Theory, Tools and Technology II (Proceedings of SPIE, Vol. 4057, pp. 22-32). https://doi.org/10.1117/12.381747

Terziyan V., Omelayenko B., & Puuronen, S. (2000). Expanding Context Against Weighted Voting of Classifiers. In: B. V. Dasarathy (Ed.), Sensor Fusion: Architectures, Algorithms, and Applications IV (Proceedings of SPIE, Vol. 4051, pp. 35-42). https://doi.org/10.1117/12.381649

Akimov, A., Terziyan, V., & Garmash, A. (2000). Pilot Clinical Evaluation of Prototype System for Visually Reporting the Results of Ultrasound Examination. In: E. A. Krupinski (Ed.), Medical Imaging 2000: Image Perception and Performance (Proceedings of SPIE, Vol. 3981, pp. 201-207). https://doi.org/10.1117/12.383110

(JUFO_ID = 5548; JUFO_LEVEL = 1).

Terziyan, V., Puuronen, S., & Kaikova, H. (2000). An Interval Approach to Discover Knowledge from Multiple Fuzzy Estimations. In: B. Radig, H. Niemann, Y. Zhuravlev & I. Gourevitch (Eds.), Pattern Recognition and Image Understanding. 5th Open German-Russian Workshop (pp. 235-243). Amsterdam: IOS Press.

(The complete paper is here).

(More details are here).

Tsymbal, A., Puuronen, S., & Terziyan, V. (1999). Arbiter Meta-Learning with Dynamic Selection of Classifiers and its Experimental Investigation. In: J. Eder, I. Rozman & T. Welzer (Eds.), Advances in Databases and Information Systems (Lecture Notes in Computer Science, Vol. 1691, pp. 205-217). Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-48252-0_16

(JUFO_ID = 65469; JUFO_LEVEL = 1).

Skrypnik, I., Terziyan, V., Puuronen, S., & Tsymbal, A. (1999). Learning Feature Selection for Medical Databases. In: Proceedings of the 12th IEEE Symposium on Computer-Based Medical Systems CBMS'99 (pp. 53-58). Stamford: CT. IEEE CS Press. https://doi.org/10.1109/CBMS.1999.781248

Puuronen, S., Terziyan, V., Katasonov, A., & Tsymbal, A. (1999). Dynamic Integration of Multiple Data Mining Techniques in a Knowledge Discovery Management System. In: B. V. Dasarathy (Ed.), Data Mining and Knowledge Discovery: Theory, Tools, and Technology (Proceedings of SPIE, Vol. 3695, pp. 128-139). https://doi.org/10.1117/12.339975

(The complete paper is here).

Omelayenko, B., Terziyan, V., & Puuronen, S. (1999). Managing Training Examples for Fast Learning of Classifiers Ranks. In: Ch. Freytag & V. Wolfengagen (Eds.), CSIT'99 - Proceedings of the 1st International Workshop on Computer Science and Information Technologies (pp. 139-148). MEPhI Publishing: Moscow.

Puuronen, S., Terziyan, V., & Tsymbal, A. (1999). Dynamic Integration of Data Mining Methods Using Selection in a Knowledge Discovery Management System. In: M. Mohammadian (Ed.), Computational Intelligence for Modelling, Control & Automation: Intelligent Image Processing, Data Analysis & Information Retrieval (pp. 272-277). Amsterdam: IOS Press.

(JUFO_ID = 5548; JUFO_LEVEL = 1).

Puuronen, S., Terziyan, V., & Logvinovsky, A. (1999). Mining Several Data Bases with an Ensemble of Classifiers. In: T. Bench-Capon, G. Soda & M. Tjoa (Eds.), Database and Expert Systems Applications (Lecture Notes in Computer Science, Vol. 1677, pp. 882-891). Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-48309-8_83

(The paper at IEEE. https://doi.org/10.1109/DEXA.1999.795169).

Terziyan, V., Puuronen, S., & Kaikova, H. (1999). Handling Uncertainty by Decontextualizing Estimated Intervals. In: J. Vehí & M. Á. Sainz (Eds.), Proceedings of MISC'99 - Workshop on Applications of Interval Analysis to Systems and Control with Special Emphasis on Recent Advances in Modal Interval Analysis (pp. 111-121). Girona: Univ., Dep. of Publications.

Ryabov, V., Puuronen, S., & Terziyan, V. (1999). Representation and Reasoning with Uncertain Temporal Relations. In: A. M. Kumar & I. Russel (Eds.), Proceedings of the Twelfth International Florida Artificial Intelligence Research Symposium Conference (FLAIRS-99) (pp. 449-453). AAAI Press, Menlo-Park, CA.

(JUFO_ID = 5001; JUFO_LEVEL = 1).

Terziyan, V., Tsymbal, A., & Puuronen, S. (1999). Flexible Arithmetic for Huge Numbers with Recursive Series of Operations. In: Proceedings of the 13-th AAECC Symposium on Applied Algebra, Algebraic Algorithms, and Error-Correcting Codes (33-34).

Puuronen, S., Terziyan, V., & Tsymbal, A. (1999). A Dynamic Integration Algorithm for an Ensemble of Classifiers. In: Z. W. Ras, A. Skowron (Eds.), Foundations of Intelligent Systems: 11th International Symposium ISMIS'99 (Lecture Notes in Computer Science, Vol. 1609, pp. 592-600). Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0095148

Terziyan, V., & Puuronen, S. (1999). Knowledge Acquisition Based on Semantic Balance of Internal and External Knowledge. In: I. Imam, Y. Kondratoff, A. El-Dessouki & A. Moonis (Eds.), Multiple Approaches to Intelligent Systems (Lecture Notes in Computer Science, Vol. 1611, pp. 353-361). Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-48765-4_39

(More details are here).

Puuronen, S., & Terziyan, V. (1999). Knowledge Acquisition from Multiple Experts Based on Semantics of Concepts. In: D. Fensel & R. Studer (Eds.), Knowledge Acquisition, Modeling and Management (Lecture Notes in Computer Science, Vol. 1621, pp. 259-273). Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-48775-1_16

Puuronen, S., & Terziyan, V. (1999). A Similarity Evaluation Technique for Cooperative Problem Solving with a Group of Agents. In: M. Klush, O. M. Shehory & G. Weiss (Eds.), Cooperative Information Agents III (Lecture Notes in Computer Science, Vol. 1652, pp. 163-174). Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-48414-0_11

(JUFO_ID = 65469; JUFO_LEVEL = 1).

Puuronen, S., Terziyan, V., & Omelayenko, B. (1999). Multiple Experts Voting: Two Rank Refinement Strategies. In: K. Despotidis & C. Zopounidis (Eds.), Integrating Technology and Human Decisions: Global Bridges into the 21^st Century, Proceedings of the DSI’99 5-th International Conference (Vol. 1, pp. 634-636).

Tsymbal, A., Puuronen, S., & Terziyan, V. (1998). Advanced Dynamic Selection of Diagnostic Methods. In: Proceedings of the 11th IEEE Symposium on Computer-Based Medical Systems CBMS’98 (pp. 50-54). Lubbock: TX. IEEE CS Press. https://doi.org/10.1109/CBMS.1998.701229

Logvinovsky, A., Terziyan, V., & Puuronen, S. (1998). Handling Mutual Inconsistencies of Numerical Data in Multiple Databases. In: STeP-98 - Human and Artificial Information Processing (Publications of the Finnish AI Society, 1998, pp. 80-87).

Omelayenko, B., Terziyan, V., & Puuronen, S. (1998). Multiple Expert Knowledge Acquisition: Experimental Investigation of Three Voting Strategies. In: STeP-98 - Human and Artificial Information Processing (Publications of the Finnish AI Society, 1998, pp. 88-97).

Ryabov, V., Puuronen, S., & Terziyan, V. (1998). Uncertain Relations between Temporal Points. In: STeP-98 - Human and Artificial Information Processing (Publications of the Finnish AI Society, 1998, pp. 114-123).

Tsymbal, A., Puuronen, S., & Terziyan, V. (1998). A Technique for Advanced Dynamic Integration of Multiple Classifiers. In: STeP-98 - Human and Artificial Information Processing (Publications of the Finnish AI Society, 1998, pp. 71-79).

Kaikova, H., & Terziyan, V. (1997). Temporal Knowledge Acquisition From Multiple Experts. In: P. Shoval & A. Silberschatz (Eds.), Proceedings of NGITS’97 - The Third International Workshop on Next Generation Information Technologies and Systems (pp. 44 - 55).

(JUFO_ID = 65469; JUFO_LEVEL = 1).

Terziyan, V., Puuronen, S., & Kovalainen, M. (1997). Decision Support System for Telemedicine Based on Multiple Expertise. In: Proceedings of the 10th IEEE Symposium on Computer-Based Medical Systems CBMS’97 (pp. 8-13). Maribor: Slovenia. IEEE CS Press. https://doi.org/10.1109/CBMS.1997.596401

Puuronen, S., & Terziyan, V. (1997). The Voting-type Technique in the Refinement of Multiple Expert Knowledge. In: R. H. Sprague (Ed.), Proceedings of the Thirtieth Hawaii International Conference on System Sciences (Vol. 5, pp. 287-296). IEEE. https://doi.org/10.1109/HICSS.1997.663355

(JUFO_ID = 56894; JUFO_LEVEL = 1).

(Presentation material is here).

Kaikova, H., Terziyan, V., & Puuronen, S. (1997). The Role of Ukrainian Universities in the Development of the Global Information Society. In: J. Berleur & D. Whitehouse (Eds.), An Ethical Global Information Society: Culture and Democracy Revisited (pp. 215-225). Springer, Boston, MA. https://doi.org/10.1007/978-0-387-35327-2_20

Kaikova, H., Ryabov, V., & Terziyan, V. (1997). Development Methods and Tools to Study Information Balance in Medical Applications. In: Organism Functions and Conditions Evaluation: Proceedings of the Second International Conference Radiomed-97 (pp. 20-23). Moscow.

Puuronen, S., Terziyan, V., & Tsymbal, A. (1997). Multiple Expertise in Telemedicine Decision Support System. In: International Meeting on Information Technology: Printed matters of the MicroCAD’97 (Vol. 5, pp. 367-371). Kharkov-Miskolc.

Terziyan, V., Maryin, S., Stephan, A., & Huebenthal, F. (1997). A Multilevel Metarules Models with Flexible Level Management. In: 42. Internationales Wissenschaftliches Kolloquium (Vortragsreihen, Vol. 2, pp. 21-23). Technical University of Ilmenau. ISSN 0943-7207

Kaikova, H., Terziyan, V., & Puuronen, S. (1997). Software Engineering Education in the Ukraine: Towards Co-operation with Finnish Universities. In: Taipale M. (Ed.), Proceedings of the ISSEU’97 - International Symposium on Software Engineering in Universities (pp.109-116). Rovaniemi, Finland.

Terziyan, V., & Puuronen, S. (1997). Multilevel Context Representation Using Semantic Metanetwork. In: Context-97 - Proceedings of the First International and Interdisciplinary Conference on Modeling and Using Context (pp. 21-32). Federal University of Rio de Janeiro.

Puuronen, S., & Terziyan, V. (1997). Colleague-Oriented Interpretation of Knowledge Acquired from Multiple Experts. In D. Patterson, G. Leedham, K. Warendorf & T. A. Hwee (Eds.), Proceedings of the Joint 1997 Pacific Asian Conference on Expert Systems/Singapore International Conference on Intelligent Systems (PACES/SPICIS’97) (pp. 737-741). Singapore: Nanyang Technological University.

Kaikova, H., Terziyan, V., & Puuronen, S. (1997). Technique to Evaluate a Comprehension-Based Interface for Multiple Experts. In: T. Ciftcibasi, M. Karaman & V. Atalay (Eds.), New Trends in Artificial Intelligence and Neural Networks. Proceedings of the 6th Turkish Symposium on Artificial Intelligence and Neural Networks (TAINN’97) (pp. 267-271). Ankara: EMO Scientific Books.

Puuronen, S., & Terziyan, V. (1996). Modeling Consensus Knowledge from Multiple Sources Based on Semantics of Concepts. In: M. Albrecht & B. Thalheim (Eds.), Proceedings of the Workshop Challenges of Application and Challenges of Design, 15-th International Conference on Conceptual Modeling ER’96 (pp. 133-146). Brandenburg Technical University.