Dr. Anatoli Nachev
Contact Details
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Biography:
Anatoli Nachev holds BSc and MSc degrees from Sofia University and a PhD degree in Computer Science from Bulgarian Academy of Sciences, dept. of Artificial Intelligence. From 1990 to 2000 he taught a number of courses at Shumen University. Since 2000 he lectured at NUI, Galway, J.E. Cairnes School of Business & Economics. Anatoli’s research interests include various
areas in data mining, neural networks, and AI. Selected Publications Nachev, A. and Stoyanov, B. (2010) ‘An Approach to Computer Aided Diagnosis by Multi-Layer Preceptrons’, In Proc. of International Conference Artificial Intelligence, ICAI’10, Las Vegas, 12-15 Jul, vol. 2, pp. 660-665 [conference paper] Nachev, A., Hill, S. (2010) ‘Adaptive Resonance Theory Applications for Business Forecasting’, in Jimmy J. Zhu and Gabriel P.C. Fung (Eds.), Forecasting Models - Methods and Applications, iConcept Press, pp. 97-108. [chapter] Nachev, A. (2008) ‘Solving Direct Marketing Problems by Three Types of ARTMAP Neural Networks’, International Journal of Information Theories & Applications, vol. 15(1), 63-69. [article]
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Books
| Nachev, A. (1999) Auto-Referatum: Adaptive ART2 Neural Networks Bulgarian Academy of Sciences, SSC of Higher Testimonial Committee. Bulgaria: Shumen University Press. [Details] |
| Nachev, A., Chelebieva, D. (1994) Problem-Oriented Languages. Bulgaria: Shumen University Press. [Details] |
Book Chapters
| Nachev, A., Hogan, M. (2012) 'Support Vector Machines for Classification of Malignant and Benign Lesions' In: G. Setlak, M. Alexandrov, K. Markov (eds). Artificial Intelligence Methods and Techniques for Business and Engineering Applications. Rzeszow - Sofia: ITEA Press. [Details] |
| Nachev, A., Hogan, M., Stoyanov, B. (2011) 'Performance of Computer - Aided Diagnosis in Interpretation of Breast Lesion Data' In: G. Seltak, K. Markov (eds). Business and Engineering Applications of Intelligent and Information Systems. Rzeszow-Sofia: ITHEA Press. [Details] |
| Nachev, A. (2010) 'Fuzzy ARTMAP Neural Networks for Computer Aided Diagnosis' In: G. Seltak and K. Markov (eds). Methods and Instruments of Artificial Intelligence. Rzeszow-Sofia: ITHEA Press. [Details] |
| Nachev, A. and Hill, S. (2010) 'Adaptive Resonance Theory Applications for Business Forecasting' In: J. Zhu and G. Fung (eds). Forecasting Models - Methods and Applications. Hong Kong: iConcept Press. [Details] |
| Nachev, A., Hill, S., and Stoyanov, B. (2009) 'Insolvency Prediction of Irish Companies Using Backpropagation and Fuzzy ARTMAP Neural Networks' In: j. Filipe, J. Cordeiro (eds). Lecture Notes in Business Information Processing. Berlin-Hidelberg: Springer-Verlag. [Details] |
| Nachev, A. (2008) 'Fuzzy ARTMAP Neural Network for Classifying the financial Health of a Firm' In: N. T. Nguyen, L. Borzemski, A. Grzech, and M. Ali (eds). Lecture Notes in AI: New Frontiers in Applied AI. Berlin-Heidelberg: Springer-Verlag. [Details] |
| Nachev, A., Griffith, N., Gerov, A. (1998) 'Dynamic Learning - An Approach to Forgetting in ART2 Neural Networks' In: F. Giunchiglia (eds). Lecture Notes in Artificial Intelligence. Berlin-Heidelberg: Springer-Verlag. [Details] |
| Kjurkchieva, D., Nachev, A. (1991) 'Precise Counting of Stars Spots by Wilson-Deviney's Method' In: Almanac of Shumen University. Shumen: Shumen University Press. [Details] |
Peer Reviewed Journals
| Teodosiev, T., Nachev, A. (2012) ''Some Pitfalls in Introductory Programming Courses''. Journal of Informatics in Education, 11 (2):241-255. [Details] |
| Stojanov, B., Kolev, M, Nachev, A. (2012) ''Design of a new Self-shrinking 2-adic Cryptographic System with Application to Image Encryption''. European Journal of Scientific Research, 78 (3):362-374. [Details] |
| Stoyanov, B., Milev, A., Nachev, A. (2010) 'Research on the Self-Shrinking 2-Adic Criptographic Generator'. Journal Of Communication And Computer, 7 (11):67-71. [Details] |
| Nachev, A., Hill, S., Barry, C.,and Stoyanov, B. (2010) 'Fuzzy, Distributed, Instance Counting, and Default ARTMAP Neural Networks for Financial Diagnosis'. International Journal Of Information Technology & Decision Making, 9 (6):959-978. [DOI] [Details] |
| Nachev, A. (2008) 'Solving Direct Marketing Problems by Three Types of ARTMAP Neural Networks'. International Journal Of Information Theories & Applications, 15 (1):63-69. [Details] |
| Nachev, A. (2005) 'An Approach to Collaborative Filtering by ARTMAP Neural Networks'. International Journal Of Information Theories & Applications, 12 (1):236-243. [Details] |
| 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):348-354. [Details] |
Conference Publications
| Stoyanov, B., Nachev, A., Hristov, I. (2011) Information Systems for Individual Planning Anniversary Conference of Shumen University Shumen, Bulgaria, , 13-SEP-11 - 14-SEP-11 , pp.81-85 [Details] |
| Nachev, A., Hogan, M., Stoyanov, B. (2011) Cascade-Correlation Neural Networks for Breast Cancer Diagnosis International Conference on Artificial Intelligence, ICAI'11 Las Vegas, , 18-JUL-11 - 21-JUL-11 , pp.475-480 [Details] |
| Stoyanov, B., Sokolov, M., Malchev, M., Nachev, A. (2010) Web-Based Road Trip Application Using Google Maps API International Scientific Conference MathTech'10 Shumen, , 19-NOV-11 - 20-NOV-11 , pp.73-81 [Details] |
| Nachev, A. (2010) Comparative Analysis of Distributed, Default, IC, and Fuzzy ARTMAP Neural Networks for Classification of Malignant and Benign Lesions 14th International Conference on Artificial Intelligence: Methodology, Systems, and Applications, AIMSA 2010 Varna, , 08-SEP-12 - 10-SEP-12 , pp.211-220 [DOI] [Details] |
| Nachev, A. and Stoyanov, B. (2010) An Approach to Computer Aided Diagnosis by Multi-Layer Preceptrons International Conference on Artificial Intelligence, ICAI’10 Las Vegas, , 12-JUL-12 - 15-JUL-12 , pp.660-665 [Details] |
| Nachev, A. (2009) Support Vector Machines for Insolvency prediction of Irish Companies 9th International Conference on Intelligent Systems Design & Applications, ISDA’09 Piza, , 30-NOV-09 - 02-DEC-09 , pp.397-401 [Details] |
| Nachev, A. and Stoyanov, B. (2009) MLP and Default ARTMAP Neural Networks for Business Classification 4th International Conference on Intelligent Systems and Knowledge Engineering, ISKE'09 Hasselt, Belgium, , 27-NOV-09 - 28-NOV-09 , pp.179-184 [Details] |
| NACHEV, A. (2008) Forecasting with ARTMAP-IC Neural Networks: An Application Using Corporate Bankruptcy Data International Conference on Enterprise Information Systems, ICEIS'08 Barcelona, , 12-JUN-12 - 16-JUN-12 , pp.167-172 [Details] |
| Nachev, A. and Hill, S. (2008) Business Failure Prediction Using Distributed ARTMAP Neural Networks International Conference on Artificial Intelligence, ICAI'08 Las Vegas, , 14-JUL-08 - 17-JUL-08 , pp.3-9 [Details] |
| Forde, M., Nachev, A. (2007) The Critical Factors That Affect the Deployment of VoIP in Organisations in Ireland 10th Irish Academy of Management Conference Belfast, Northern Ireland, UK Belfast, , 01-SEP-07 - 02-SEP-07 [Details] |
| Nachev, A., Stoyanov, B. (2007) Default ARTMAP Neural Networks for Financial Diagnosis International Conference on Data Mining, DMIN'07 Las Vegas, , 25-JUN-07 - 28-JUN-07 , pp.1-9 [Details] |
| Nachev, A. (2007) Data Mining with Fuzzy ARTMAP Neural Networks: Prediction of Profiles of Potential Customers 13th International Conference on Knowledge, Dialog, and Solutions, KDS'07 Varna, , 18-JUN-07 - 24-JUN-07 , pp.27-34 [Details] |
| Nachev, A. (2006) ARTMAP-IC Neural Networks for Predicting Insurance Policy Ownership 10th World Multi-Conference on Systemics, Cybernetics, and Informatics Orlando, USA, , 16-JUL-06 - 19-JUL-06 , pp.322-327 [Details] |
| Nachev, A., Hill, S., Teodosiev, T. (2006) Predictors Based on Distributed ARTMAP Neural Networks International Conference on Artificial Intelligence, ICAI'06 Las Vegas, , 26-JUN-06 - 29-JUN-06 , pp.155-161 [Details] |
| Nachev, A., Rowland, J., Ganchev, I. (2005) A Model-Based Approach to Collaborative Filtering by Neural Networks International Conference Artificial Intelligence, ICAI'05 Las Vegas, , 27-JUN-05 - 30-JUN-05 , pp.846-852 [Details] |
| Nachev, A. (2005) An Approach to Collaborative Filtering by Artmap Neural Networks 3rd International Conference on Information Research, Applications and Education, i-Tech'05 Varna, , 27-JUN-05 - 30-JUN-05 , pp.95-102 [Details] |
| Nachev, A., Ganchev, I. (2004) An Approach to Clustering Web Browsing Patterns by ART2 Neural Networks with General Learning Rules International Conference on Artificial Intelligence, ICAI'04 Las Vegas, , 21-JUN-04 - 24-JUN-04 , pp.126-132 [Details] |
| Nachev, A., Ganchev, I. (2004) Adaptive Clustering by ART2 Neural Networks International Symposium on Engineering of Intelligent Systems, EIS'2004 Funchal, Madeira, , 01-MAR-04 - 03-MAR-04 [Details] |
| Nachev, A., Dimitrova, D. (2003) Data Preparation for Web Log Clustering 29-th International Conference on Automatics & Informatics Sozopol, Bulgaria, , 01-JUL-03 [Details] |
| Nachev, A., Dimitrov, M., Chelebieva, D. (2003) Knowledge Discovery form Users Web-Page Navigation 32nd National Conference of UBM Sofia, , 01-APR-03 [Details] |
| Nachev, A. (2003) Learning with Forgetting: An Approach to Achieve Adaptive Neural Networks International Conference on AI: Exploring Critical Issues Vienna, , 01-OCT-03 [Details] |
| Nachev, A. (2002) Parameters of Self-Adjustable LTM trace decay in Adaptive ART2 Neural Networks 28th International Conference on Automatics & Informatics Sozopol, Bulgaria, , 01-JUL-02 [Details] |
| Nachev, A., Chelebieva, D., Dimitrova, D. (2002) Data Clustering by Adaptive Neural Networks 28th International Conference on Automatics & Informatics Sozopol, Bulgaria, , 01-JUL-02 [Details] |
| Nachev, A. (2000) Self-Regulation of LTM Trace Decay in Adaptive ART2 Neural Networks 29th National Conference of UBM Sofia, , 01-APR-00 [Details] |
| Nachev, A., Gerov, A., Chelebieva, D. (1999) Adaptive Neural Networks Based on ART2 Model 28th National Conference of UBM Sofia, , 01-JAN-99 [Details] |
| Nachev, A., Chelebieva, D., Gerov, A. (1999) Information Filtering by Adaptive ART2 Neural Networks 25-th International Conference on Automatics & Informatics Sozopol, Bulgaria, , 01-JUL-99 [Details] |
| Nachev, A., Griffith, N., Gerov, A. (1998) Forgetting in ART2 Neural Networks International Conference on Neural Networks and Brain ICNN&B Beijing, China Beijing, China, , 01-JAN-98 [Details] |
| Nachev, A., Dimitrova, D. (1998) Parameters of ART2 Neural Networks 24-th International Conference on Automatics & Informatics Sozopol, Bulgaria, , 01-JUL-98 [Details] |
| Nachev, A., Griffith, N., Gerov, A. (1998) Dynamic Learning in ART2 Neural Networks 27th National Conference of UBM Sofia, , 01-JAN-98 [Details] |
| Nachev, A. (1997) Plasticity of ART Neural Networks Automatics and Informatics'97 Sofia, , 01-JAN-97 [Details] |
| Nachev, A. (1997) Conservative Learning in ART Neural Networks 26th National Conference of UBM Sofia, , 01-JAN-97 [Details] |
| Nachev, A. (1996) Adjustment and Behavior of ART1 neural networks Anniversary Conference of Shumen University '96 , 01-MAY-96 [Details] |
| Nachev, A. (1994) Knowledge Ability to Rule Interpretation Automatics and Informatics '94 Sofia, , 01-JAN-94 [Details] |
| Nachev, A. (1994) Knowledge Interpretation Using Delayed Objects 23rd National Conference of UBM Stara Zagora, Bulgaria, , 01-APR-94 [Details] |
| Nachev, A. (1993) Nets of Connected Processes in Functional Programming 19th Summer School Conference on Engineering and Informatics Varna, , 01-MAY-93 [Details] |
| Nachev, A., Chelebieva, D., Dimitrova, D. (1990) Competitive Analysis in Programming International Conference on Education and Informatics Moscow, , 01-MAY-90 [Details] |
| Nachev, A. (1989) Extreme Tasks Modeling Anniversary Conference of USRB Shumen, Bulgaria, , 01-JUN-89 [Details] |
Teaching Interests
| Computer Networks, Internet Technologies, Computer Security, Databases, Decision Support Systems and Business Intelligence |