Dr. Anatoli Nachev

B.Sc. M.Sc. Ph.D. Lecturer in Information Systems
Email:	Anatoli.Nachevnuigalway.ie
Web:	http://www.is.nuigalway.ie/anachev/
Phone:	353 (0)91 493882
Fax:	353 (0)91 494565
Office Location:	Room 363 Top Floor, Cairnes Building

Biography

Anatoli Nachev is a lecturer in Information Systems at NUI, Galway having previously worked in other third level institutions. During that time he has taught areas such as programming, operating systems, computer architectures, computer networks and communications, Internet technologies, and information systems technologies. His research interests are neural networks, adaptive resonance theory, and knowledge representaion. Anatoli holds a Ph. D. in computer science. He is a member of the European Neural Network Society (ENNS) and IEEE. He currently serves as the programme director of the Higher Diploma in Systems Analysis.

Teaching Areas

• Information Systems Technology
• Operating Systems, Networks & Telecommunications
• Database Systems & Languages
• Internet Technologies
• Networks & Communications

Research Interests

• Neural Networks
• Artificial Intelligence
• Knowledge Representation
• Adaptive Resonance Theory
• Cognitive Psychology
• Decision Support Systems

Recent Publications

Nachev, A. (2008) ‘Solving Direct Marketing Problems by Three Types of ARTMAP Neural Networks, International Journal of Information Theories & Applications, vol. 15, forthcoming.

Forde, M., Nachev, A. (2007) ‘The Critical Factors That Affect the Deployment of VoIP in Organisations in Ireland’ In Proceedings of 10th Irish Academy of Management Conference, Belfast, Northern Ireland, September 1-2

Nachev, A. (2007) ‘Data Mining with Fuzzy ARTMAP Neural Networks: Prediction of Profiles of Potential Customers’ In Proceedings of the XIII-th International Conference KDS’07, Varna, vol.1 pp.27-34

Nachev, A. Stoyanov, B. (2007) ‘Default ARTMAP Neural Networks for Financial Diagnosis’, In Proceedings of the International Conference on Data Mining DMIN’07, Las Vegas, pp. 1-9

Nachev, A. (2006) ‘ARTMAP-IC Neural Networks for Predicting Insurance Policy Ownership’, In Proceedings of the 10th World Multi-Conference on Systemics, Cybernetics, and Informatics: WMSCI 2006, Orlando, USA, July 2006.

Nachev, A., Hill, S. & Teodosiev, T. (2006) ‘Predictors Based on Distributed ARTMAP Neural Networks’, In Proceedings of the International Conference on Artificial Intelligence: ICAI’06, Las Vegas, pp.155-161.

Nachev, A (2005) ‘An Approach to Collaborative Filtering by ARTMAP Neural Networks’, International Journal of Information Theories & Applications, 12(1), pp. 236-243

Nachev, A., Rowland, J. & Ganchev, I. (2005) A Model-Based Approach to Collaborative Filtering by Neural Networks. In Proceedings of International Conference on Artificial Intelligence (IC-AI'05), Las Vegas, Nevada, USA, June 27-30.

Nachev, A. (2005) An Approach to Collaborative Filtering by Artmap Neural Networks. In Proceedings of 3rd International Conference (i.Tech'05) on Information Research, Applications and Education, Varna, Bulgaria, June 27-30, pp. 95-102.

Nachev, A. & Ganchev, I. (2004) An Approach to Clustering Web Browsing Patterns by ART2 Neural Networks with General Learning Rules. In Proceedings of International Conference Artificial Intelligence (IC-AI'04), Las Vegas, Nevada, USA.

Nachev, A. & Ganchev, I. (2004) Adaptive Clustering by ART2 Neural Networks. In Proceedings of Fourth International ICSC Symposium on Engineering of Intelligent Systems (EIS'2004), Madeira, Portugal, March 1-3.

Nachev, A. & Ganchev, I. (2003) Learning with Forgetting: An Approach to Achieve Adaptive Neural Networks. In Proceedings of International Conference AI - Exploring Critical Issues, Vienna, Austria, December 4-6.

Nachev, A. & Ganchev, I. (2003) Data Mining For Browsing Patterns in Weblog Data By ART2 Neural Networks. International Journal of Information Theories & Applications. 10(3) December, 348-354.

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