Dr. Anatoli Nachev


 
researcher
 

Biography

Anatoli Nachev is a Lecturer at Business Information Systems, National University of Ireland, Galway. He was awarded a PhD degree from the Bulgarian Academy of Sciences, IMI, Dept Artificial Intelligence with dissertation entitled “Adaptive ART2 Neural Networks”. He also holds MSc and BSc degrees from the Sofia University, Bulgaria. Research interests include machine leaning, data mining, neural networks, support vector machines, big data. He has edited special issues, published, chaired, and reviewed for leading international journals and conferences in his field. Anatoli’s teaching areas include data mining, business modelling, business intelligence, big data, artificial intelligence, OOP, functional and logical programming, networks and communications, databases, operating systems, and more.

Peer Reviewed Journals

  Year Publication
(2019) 'Data Mining Techniques for Analysing Employment Data'
A. Nachev (2019) 'Data Mining Techniques for Analysing Employment Data'. International Journal of Engineering and Advanced Technology, 9 (2) [Details]
(2018) 'Analysis of Employment Data Using Support Vector Machines'
A. Nachev, T. Teodosiev (2018) 'Analysis of Employment Data Using Support Vector Machines'. International Journal of Applied Engineering research, 13 :13525-13535 [Details]
(2017) 'Measuring Factors of Employment by Classification Tree Models'
A. Nachev (2017) 'Measuring Factors of Employment by Classification Tree Models'. International Journal of Engineering and Advanced Technology, 7 (1):22-30 [Details]
(2016) 'Analysis of Irish Labour Market using Predictive Modelling'
Nachev, A. (2016) 'Analysis of Irish Labour Market using Predictive Modelling'. International Journal of Engineering and Advanced Technology, 5 (6):172-180 [Details]
(2012) ''Some Pitfalls in Introductory Programming Courses''
Teodosiev, T., Nachev, A. (2012) ''Some Pitfalls in Introductory Programming Courses''. Journal of Informatics in Education, 11 (2):241-255 [Details]
(2012) ''Design of a new Self-shrinking 2-adic Cryptographic System with Application to Image Encryption''
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]
(2010) 'Research on the Self-Shrinking 2-Adic Criptographic Generator'
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]
(2010) 'Fuzzy, Distributed, Instance Counting, and Default ARTMAP Neural Networks for Financial Diagnosis'
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]
(2008) 'Solving Direct Marketing Problems by Three Types of ARTMAP Neural Networks'
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]
(2005) 'An Approach to Collaborative Filtering by ARTMAP Neural Networks'
Nachev, A. (2005) 'An Approach to Collaborative Filtering by ARTMAP Neural Networks'. International Journal Of Information Theories & Applications, 12 (1):236-243 [Details]
(2003) 'Data Mining for Browsing Patterns in Weblog Data by ART2 Neural Networks'
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]

Books

  Year Publication
(1999) Auto-Referatum: Adaptive ART2 Neural Networks Bulgarian Academy of Sciences, SSC of Higher Testimonial Committee.
Nachev, A. (1999) Auto-Referatum: Adaptive ART2 Neural Networks Bulgarian Academy of Sciences, SSC of Higher Testimonial Committee. Bulgaria: Shumen University Press. [Details]
(1994) Problem-Oriented Languages.
Nachev, A., Chelebieva, D. (1994) Problem-Oriented Languages. Bulgaria: Shumen University Press. [Details]

Book Chapters

  Year Publication
(2012) 'Support Vector Machines for Classification of Malignant and Benign Lesions'
Nachev, A., Hogan, M. (2012) 'Support Vector Machines for Classification of Malignant and Benign Lesions' In: Artificial Intelligence Methods and Techniques for Business and Engineering Applications. Rzeszow - Sofia: ITEA Press. [Details]
(2011) 'Performance of Computer - Aided Diagnosis in Interpretation of Breast Lesion Data'
Nachev, A., Hogan, M., Stoyanov, B. (2011) 'Performance of Computer - Aided Diagnosis in Interpretation of Breast Lesion Data' In: Business and Engineering Applications of Intelligent and Information Systems. Rzeszow-Sofia: ITHEA Press. [Details]
(2010) 'Fuzzy ARTMAP Neural Networks for Computer Aided Diagnosis'
Nachev, A. (2010) 'Fuzzy ARTMAP Neural Networks for Computer Aided Diagnosis' In: Methods and Instruments of Artificial Intelligence. Rzeszow-Sofia: ITHEA Press. [Details]
(2010) 'Adaptive Resonance Theory Applications for Business Forecasting'
Nachev, A. and Hill, S. (2010) 'Adaptive Resonance Theory Applications for Business Forecasting' In: Forecasting Models – Methods and Applications. Hong Kong: iConcept Press. [Details]
(2009) 'Insolvency Prediction of Irish Companies Using Backpropagation and Fuzzy ARTMAP Neural Networks'
Nachev, A., Hill, S., and Stoyanov, B. (2009) 'Insolvency Prediction of Irish Companies Using Backpropagation and Fuzzy ARTMAP Neural Networks' In: Lecture Notes in Business Information Processing. Berlin-Hidelberg: Springer-Verlag. [Details]
(2008) 'Fuzzy ARTMAP Neural Network for Classifying the financial Health of a Firm'
Nachev, A. (2008) 'Fuzzy ARTMAP Neural Network for Classifying the financial Health of a Firm' In: Lecture Notes in AI: New Frontiers in Applied AI. Berlin-Heidelberg: Springer-Verlag. [Details]
(1998) 'Dynamic Learning - An Approach to Forgetting in ART2 Neural Networks'
Nachev, A., Griffith, N., Gerov, A. (1998) 'Dynamic Learning - An Approach to Forgetting in ART2 Neural Networks' In: Lecture Notes in Artificial Intelligence. Berlin-Heidelberg: Springer-Verlag. [Details]
(1991) 'Precise Counting of Stars Spots by Wilson-Deviney's Method'
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]

Conference Publications

  Year Publication
(2008) NEW FRONTIERS IN APPLIED ARTIFICIAL INTELLIGENCE
Nachev, A (2008) Fuzzy ARTMAP neural network for classifying the financial health of a firm NEW FRONTIERS IN APPLIED ARTIFICIAL INTELLIGENCE , pp.82-91 [Details]
(2008) ICEIS 2008: PROCEEDINGS OF THE TENTH INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS, VOL AIDSS
Nachev, A (2008) FORECASTING WITH ARTMAP-IC NEURAL NETWORKS An Application Using Corporate Bankruptcy Data ICEIS 2008: PROCEEDINGS OF THE TENTH INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS, VOL AIDSS , pp.167-172 [Details]
(2009) 2009 9TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS
Nachev, A (2009) Support Vector Machines for Insolvency Prediction of Irish Companies 2009 9TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS , pp.397-401 [Details]
(2006) WMSCI 2006: 10TH WORLD MULTI-CONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL I, PROCEEDINGS
Nachev, A (2006) ARTMAP-IC neural networks for predicting insurance policy ownership WMSCI 2006: 10TH WORLD MULTI-CONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL I, PROCEEDINGS , pp.322-327 [Details]
(2004) IC-AI '04 & MLMTA'04 , VOL 1 AND 2, PROCEEDINGS
Nachev, A;Ganchev, I (2004) An approach to clustering web browsing patterns by ART2 neural networks with general learning IC-AI '04 & MLMTA'04 , VOL 1 AND 2, PROCEEDINGS , pp.126-132 [Details]
(2005) ICAI '05: PROCEEDINGS OF THE 2005 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOLS 1 AND 2
Nachev, A;Ganchev, I;Rowland, J (2005) A Model-Based Approach to Collaborative Filtering by Neural Networks ICAI '05: PROCEEDINGS OF THE 2005 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOLS 1 AND 2 , pp.846-852 [Details]
(2010) INTELLIGENT DECISION MAKING SYSTEMS
Nachev, A;Stoyanov, B (2010) MLP AND DEFAULT ARTMAP NEURAL NETWORKS FOR BUSINESS CLASSIFICATION INTELLIGENT DECISION MAKING SYSTEMS , pp.179-184 [Details]
(2009) ENTERPRISE INFORMATION SYSTEMS-BK
Nachev, A;Hill, S;Stoyanov, B (2009) Insolvency Prediction of Irish Companies Using Backpropagation and Fuzzy ARTMAP Neural Networks ENTERPRISE INFORMATION SYSTEMS-BK [Details]
(2010) ARTIFICIAL INTELLIGENCE: METHODOLOGY, SYSTEMS, AND APPLICATIONS, AIMSA 2010
Nachev, A (2010) Comparative Analysis of Distributed, Default, IC, and Fuzzy ARTMAP Neural Networks for Classification of Malignant and Benign Lesions ARTIFICIAL INTELLIGENCE: METHODOLOGY, SYSTEMS, AND APPLICATIONS, AIMSA 2010 , pp.211-220 [Details]
(2017) International Conference Artificial Intelligence ICAI'17
Nachev, A. (2017) Using Multi-Layer Perceptrons for Analysis of Labour Data International Conference Artificial Intelligence ICAI'17 [Details]
(2011) Anniversary Conference of Shumen University
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]
(2011) International Conference on Artificial Intelligence, ICAI'11
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]
(2010) International Scientific Conference MathTech'10
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]
(2010) 14th International Conference on Artificial Intelligence: Methodology, Systems, and Applications, AIMSA 2010
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]
(2010) International Conference on Artificial Intelligence, ICAI’10
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]
(2009) 9th International Conference on Intelligent Systems Design & Applications, ISDA’09
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]
(2009) 4th International Conference on Intelligent Systems and Knowledge Engineering, ISKE'09
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]
(2008) International Conference on Enterprise Information Systems, ICEIS'08
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]
(2008) International Conference on Artificial Intelligence, ICAI'08
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]
(2007) 10th Irish Academy of Management Conference Belfast, Northern Ireland, UK
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]
(2007) International Conference on Data Mining, DMIN'07
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]
(2007) 13th International Conference on Knowledge, Dialog, and Solutions, KDS'07
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]
(2006) 10th World Multi-Conference on Systemics, Cybernetics, and Informatics
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]
(2006) International Conference on Artificial Intelligence, ICAI'06
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]
(2005) International Conference Artificial Intelligence, ICAI'05
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]
(2005) 3rd International Conference on Information Research, Applications and Education, i-Tech'05
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]
(2004) International Conference on Artificial Intelligence, ICAI'04
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]
(2004) International Symposium on Engineering of Intelligent Systems, EIS'2004
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]
(2003) 29-th International Conference on Automatics & Informatics
Nachev, A., Dimitrova, D. (2003) Data Preparation for Web Log Clustering 29-th International Conference on Automatics & Informatics Sozopol, Bulgaria, , 01-JUL-03 [Details]
(2003) 32nd National Conference of UBM
Nachev, A., Dimitrov, M., Chelebieva, D. (2003) Knowledge Discovery form Users Web-Page Navigation 32nd National Conference of UBM Sofia, , 01-APR-03 [Details]
(2003) International Conference on AI: Exploring Critical Issues
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]
(2002) 28th International Conference on Automatics & Informatics
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]
(2002) 28th International Conference on Automatics & Informatics
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]
(2000) 29th National Conference of UBM
Nachev, A. (2000) Self-Regulation of LTM Trace Decay in Adaptive ART2 Neural Networks 29th National Conference of UBM Sofia, , 01-APR-00 [Details]
(1999) 28th National Conference of UBM
Nachev, A., Gerov, A., Chelebieva, D. (1999) Adaptive Neural Networks Based on ART2 Model 28th National Conference of UBM Sofia, , 01-JAN-99 [Details]
(1999) 25-th International Conference on Automatics & Informatics
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]
(1998) International Conference on Neural Networks and Brain ICNN&B Beijing, China
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]
(1998) 24-th International Conference on Automatics & Informatics
Nachev, A., Dimitrova, D. (1998) Parameters of ART2 Neural Networks 24-th International Conference on Automatics & Informatics Sozopol, Bulgaria, , 01-JUL-98 [Details]
(1998) 27th National Conference of UBM
Nachev, A., Griffith, N., Gerov, A. (1998) Dynamic Learning in ART2 Neural Networks 27th National Conference of UBM Sofia, , 01-JAN-98 [Details]
(1997) Automatics and Informatics'97
Nachev, A. (1997) Plasticity of ART Neural Networks Automatics and Informatics'97 Sofia, , 01-JAN-97 [Details]
(1997) 26th National Conference of UBM
Nachev, A. (1997) Conservative Learning in ART Neural Networks 26th National Conference of UBM Sofia, , 01-JAN-97 [Details]
(1996) Anniversary Conference of Shumen University '96
Nachev, A. (1996) Adjustment and Behavior of ART1 neural networks Anniversary Conference of Shumen University '96 , 01-MAY-96 [Details]
(1994) Automatics and Informatics '94
Nachev, A. (1994) Knowledge Ability to Rule Interpretation Automatics and Informatics '94 Sofia, , 01-JAN-94 [Details]
(1994) 23rd National Conference of UBM
Nachev, A. (1994) Knowledge Interpretation Using Delayed Objects 23rd National Conference of UBM Stara Zagora, Bulgaria, , 01-APR-94 [Details]
(1993) 19th Summer School Conference on Engineering and Informatics
Nachev, A. (1993) Nets of Connected Processes in Functional Programming 19th Summer School Conference on Engineering and Informatics Varna, , 01-MAY-93 [Details]
(1990) International Conference on Education and Informatics
Nachev, A., Chelebieva, D., Dimitrova, D. (1990) Competitive Analysis in Programming International Conference on Education and Informatics Moscow, , 01-MAY-90 [Details]
(1989) Anniversary Conference of USRB
Nachev, A. (1989) Extreme Tasks Modeling Anniversary Conference of USRB Shumen, Bulgaria, , 01-JUN-89 [Details]

Teaching Interests

Machine Learning, Modelling and Analytics, Data Science, Big Data, Computer Networks, Programming

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