Book Chapters

Cataron, A., Andonie, R. Informational Energy Kernel for LVQ, in: ICANN 2005, Lecture Notes in Computer Science 3697, W. Dutch et al. (eds.), Springer-Verlag, Berlin, 2005, 601-606.

 

Beiu, V., Zawadzki, A., Andonie, R., Aunet, S. Using Kolmogorov Inspired Gates for Low Power Nanoelectronics, in: IWANN 2005, Lecture Notes in Computer Science 3512, J. Cabestan, A. Prieto, D.F. Sandoval (eds.), Springer-Verlag, Berlin, 2005, 438-445.

 

Andonie R. The Psychological Limits of Neural Computation, in: Dealing with Complexity: A Neural Network Approach, M. Karny, K. Warwick, V. Kurkova (eds.), Springer–Verlag, London, 1997, 252-263, ISBN 3-540-76160-8.

 

Andonie R. A Converse H–Theorem for Inductive Processes with Subjective Probabilities, in: Systems of Artificial Intelligence, A. Davidoviciu, C. Giumale, D. Roman, A. Giuculescu, M. Malita, R. Predescu (eds.), Editura Academiei Romane, Bucuresti, 1991, 114–123, ISBN 973-27-0178-1.

 

Andonie R., Waniek D., Garbacea I., Cismas S. The Iris Image Analysis for Medical Diagnosis, in: Computer Assisted Radiology, H.U. Lemke, M.L. Rhodes, C.C. Jaffe, R. Felix (eds.), Springer–Verlag, New York, 1989, 716–720, ISBN 0-387-50890-2.

 

Andonie R., Garbacea I. A System For The Analysis of Cranial Computed Tomographies, in: Computer Assisted Radiology, H.U. Lemke, M.L. Rhodes, C.C. Jaffee, R. Felix (eds.), Springer–Verlag, New York, 1987, 749–753, ISBN 0-387-17812-0.

 

Andonie R., Marian A. Piet Mondrian – Computer Aided Analysis and Synthesis (in Romanian), in: Mathematical Semiotics of Visual Arts, S. Marcus (ed.), Editura stiintifica si enciclopedica, Bucuresti,1982, 66-72.

Books

Andonie R., Garbacea I. Fundamental Algorithms. A C++ View (in Romanian), Libris, Cluj‑Napoca, 1995, ISBN 973-96494-5-9.

Editorships of Books/Proceedings

Andonie R. (ed.) Proceedings of the IASTED International Conference on Computational Intelligence (CI 2007), Banff, Alberta, Canada, July 2-4, 2007, ACTA Press, ISBN 978-0-88986-672-0.

 

Andonie R., Grosu D. (eds.) Neural Research Priorities in Data Transmission and EDA, Proceedings of NEUROTOP’ 97, Transylvania University of Brasov, Romania, 1997.

Refereed Journal Publications

Fabry-Asztalos, L., Andonie, R., Collar, C., Abdul-Wahid, S., Salim, N. A Genetic Algorithm Optimized Fuzzy Neural Network Analysis of the Affinity of Inhibitors for HIV-1 Protease, accepted by Bioorganic & Medicinal Chemistry.

 

Andonie R., Russo, J.E., Dean, R. Crossing the Rubicon: A Generic Intelligent Advisor, International Journal of Computers, Communications & Control, 2, 2007 , ISSN 1841-9836, 5-16.

 

Andonie R., Sasu L. Fuzzy ARTMAP with Input Relevances, IEEE Transactions on Neural Networks, 17, 2006, 929-941.

 

Andonie R., Chronopoulos, A.T., Grosu, D., Galmeanu, H. Efficient Concurrent Implementation of a Neural Network Algorithm, Concurrency and Computation: Practice and Experience, John Wiley & Sons, 18, 2006, 1559-1573.

 

Andonie R. The New Computational Power of Neural Networks, Neural Network World, 6, 1996, 469–475.

 

Andonie R., Carai C. Gaussian Smoothing by Optimal Iterated Uniform Filters, Computers and Artificial Intelligence, 11, 1992, 363–373.

 

Andonie R. A Converse H–Theorem for Inductive Learning with Subjective Probabilities, Computers and Artificial Intelligence, 9, 1990, 159–167.

 

Waniek D., Andonie R., Garbacea I., Cismas S. The Iris Image Analysis for Health Science and Medical Science Research, Alternative Medicine, 3, VNU Science Press, Utrecht, 1990, 716–720.

 

Andonie R. On The Inference of Probabilistic Regular Grammars, Revue roumaine de linguistique, Cahiers de linguistique theorique et appliquee, 24, 1987, 3–5.

 

Andonie R. Semiotic Aggregation in Computer Vision, Revue roumaine de linguistique, Cahiers de linguistique theorique et appliquee, 24, 1987, 103–107.

 

Andonie R., Petrescu F. Interacting Systems and Informational Energy, Foundations of Control Engineering, 11, 1986, 53‑59.

 

Andonie R. Marian A., Puscas, P. The Bases of a Metalanguage in the Cybernetic Aesthetics (Possible Relationships Between The Visual and Sonorous Structures at The Level of Near, Mid, and Distant Orders), Revue roumaine de linguistique, 30, 1985, 51–65.

 

Andonie R., Marian, A. A Probabilistic Model in the Automatic Generation of Visual Structures, Revue roumaine de linguistique, Cahiers de linguistique theorique et appliquee, 22, 1985, 3–17.

 

Andonie R. Picture Proportional Processing Grammars in Syntactic Image Modeling, Revue roumaine de linguistique, Cahiers de linguistique theorique et appliquee, 21, 1984, 3–19.

 

Andonie R. A Generative Picture Processing Device Used in Two–Dimensional Cutting Problems, Revue roumaine de linguistique, Cahiers de linguistique theorique et appliquee, 20, 1983, 3–13.

 

Andonie R. Cybernetical Model of A Learning Process (in Romanian), Studii si cercetari matematice, 32, 1980, 225-234.

 

Andonie R. Simulierung eines Lernprozesses mit subjektiven Wahrscheinlichkeiten (Simulation of a Learning Process with Subjective Probabilities, in German), Grundlagenstudien aus Kybernetik und Geisteswissenschaft, 20/2, Herman Schroedel Verlag KG, Hannover, 1979, 45-50.

 

Bereczk S., Andonie R. Biotechnological Aspects of Perception and Memorization (in Romanian), Studii si cercetari de biotehnologie, 7, Institutul Politehnic Bucuresti, 1979, 362-369.

 

Andonie R., Marian A., Puscas P. Visual-Sonorous Correspondences (in Romanian), Studii si cercetari de biotehnologie, 7, Institutul Politehnic Bucuresti, 1979, 56-76.

 

Stan I., Andonie R. Cybernetical Model of the Artist‑Consumer Relationship (in Romanian), Studia Universitatis Babes‑Bolyai, 2, 1977, 9-15.

Refereed Conference Publications

Andonie R., Cataron A., Sasu L. Fuzzy ARTMAP with Feature Weighting, Proceedings of the IASTED International Conference on Artificial Intelligence and Applications (AIA 2008), A. Gammerman (ed.), Innsbruck, Austria, Febr. 11–13, 2008, ACTA Press, ISBN 978-0-88986-709-3, 91-96.

 

Andonie R., Fabry‑Asztalos L., Magill L., Abdul‑Wahid S. A New Fuzzy ARTMAP Approach for Predicting Biological Activity of Potential HIV‑1 Protease Inhibitors, Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2007), San Jose, CA,  Nov 2-4, 2007, IEEE Computer Society Press, ISBN 0-7695-3031-1, 56-61.

 

Andonie R., Malita M. The Connex Array as a Neural Network Accelerator, Proceedings of the IASTED International Conference on Computational Intelligence (CI 2007), R. Andonie (ed.), Banff, Alberta, Canada, July 2-4, 2007, ACTA Press, ISBN 0-7695-3031-11, 63-167.

 

Abdul-Wahid, S., Andonie, R., Lemley, J., Schwing, J., Widger, J. Adaptive Distributed Database Replication Through Colonies of Pogo Ants, Proceedings of  the IEEE International Parallel & Distributed Processing Symposium (IPDPS 2007) , Long Beach, California, March 26-30, 2007, ISBN 1-4244-0909-8.

 

Abdul-Wahid, S., Andonie, R., Lemley, J., Schwing, J., Widger, J. Event-Driven Load Balancing of Partially Replicated Objects through a Swarm of Mobile Agents, Proceedings of the IASTED International Conference on Computational Intelligence (CI 2006), B. Kovalerchuk (ed.), San Francisco, November 20-22, 2006, ACTA Press, ISBN 0-88986-603-1, 110-115.

 

Andonie, R., Fabry-Asztalos, L., Abdul-Wahid, S., Collar, C., Salim, N. An Integrated Soft Computing Approach for Predicting Biological Activity of Potential HIV-1 Protease Inhibitors, Proceedings of  the IEEE International Conference on Neural Networks (IJCNN 2006), Vancouver, BC, Canada, July 16-21, 2006, 7495-7502. Best Session Presentation Award.

 

Cataron, A., Andonie, R. An Informational Energy Approach to Feature Selection, Proceedings of the 10th International Conference on Optimization of Electrical and Electronic Equipment (OPTIM’2006),  Brasov, Romania, May 18-19, 2006, 129-134, ISBN 973-635-705-8, 978-973-705-3.

 

Andonie, R., Fabry-Asztalos, L., Collar, C., Abdul-Wahid, S., Salim, N. Neuro-fuzzy Prediction of Biological Activity and Rule Extraction for HIV-1 Protease Inhibitors, Proceedings of the IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB'05), San Diego, November 14-15, 2005, 113-120.

 

Andonie, R., Cataron, A. Feature Ranking using Supervised Neural Gas and Informational Energy, Proceedings of the International Joint Conference on Neural Networks (IJCNN 2005), Montreal, July 31-August 4, 2005, 1269-1273.

 

Andonie, R., Russo, J. E., Dean, R. Crossing the Rubicon for An Intelligent Advisor, Proceedings of the Workshop “Beyond Personalization 2005”, in conjunction with the 2005 International Conference on Intelligent User Interfaces (IUI’05), M. van Setten, S. McNee, J. Konstant (eds.), January 9, 2005, San Diego, California, 7- 12.

 

Cataron, A., Andonie, R. Energy Generalized LVQ with Relevance Factors, Proceedings of the International Joint Conference on Neural Networks (IJCNN 2004), Budapest, Hungary, July 25-29, 2004, 1421-1426.

 

Andonie, R. Kovalerchuk, B. Neural Networks for Data Mining: Constrains and Open Problems, Proceedings of the 12th European Symposium on Artificial Neural Networks (ESANN’2004), M. Verleysen (ed.), Bruges, Belgium, April 28-30, 2004, 449-458.

 

Cataron, A., Andonie, R. Computing OWA Weights as Relevance Factors, Proceedings of the 9th International Conference on Optimization of Electrical and Electronic Equipment (OPTIM’2004), May 13-14, 2004, Brasov, Romania, ISBN 973-635-285-4, 173-178.

 

Andonie, R., Cataron, A. An Informational Energy LVQ Approach for Feature Ranking, Proceedings of the 12th European Symposium on Artificial Neural Networks (ESANN’2004), M. Verleysen (ed.), Bruges, Belgium, April 28-30, 2004, 471-476.

 

Andonie R., Sasu L. Convergence Properties of a Fuzzy ARTMAP Network, Proceedings of the 12th European Symposium on Artificial Neural Networks (ESANN’2004), M. Verleysen (ed.), Bruges, Belgium, April 28-30, 2004, 495-500.

 

Cataron A., Andonie R. RLVQ determination using OWA operators, Proceedings of the Third IASTED International Conference on Artificial Intelligence and Applications (AIA 2003), M.H. Hamza (ed.), Benalmádena, Spain, ACTA Press, September 8-10, 2003, 434-­438.

 

Andonie R., Sasu L., Beiu V. Fuzzy ARTMAP with Relevance Factor, Proceedings of the International Joint Conference on Neural Networks (IJCNN 2003), Portland, Oregon, July 20-24, 2003, 1975-1980.

 

Beiu V., Quintana, J.M., Avedilo, M.J., Andonie R. Differential Implementations of Threshold Logic Gates, Proceedings of the IEEE International Symposium on Signals, Circuits & Systems (SCS 2003), Iasi, Romania, July 10-11, 2003, 489-492.

 

Andonie R., Sasu L., Beiu V. A Modified Fuzzy ARTMAP Architecture for Incremental Learning Function Approximation, in: Neural Networks and Computational Intelligence, O. Castillo (ed.), Anaheim, California, ACTA Press, Proceedings of the IASTED International Conference on Neural Networks and Computational Intelligence (NCI 2003), Cancun, Mexico, May 19-21, 2003, 124-129.

 

Andonie R., Sasu L. A Fuzzy ARTMAP Probability Estimator with Relevance Factor, Proceedings of the 11th European Symposium on Artificial Neural Networks (ESANN’2003), M. Verleysen (ed.), Bruges, Belgium, April 23-25, 2003, 367-372.

 

Chronopoulos A.T., Andonie R., Benche M., Grosu D. A Class of Loop Self-Scheduling for Heterogeneous Clusters, Proceedings of the Third IEEE International Conference on Cluster Computing (Cluster 2001), Newport Beach, California, October 8-11, 2001, 282-291.

 

Andonie R., Chronopoulos A.T., Grosu, D., Galmeanu, H. Distributed Backpropagation Neural Networks on a PVM Heterogeneous System, Proceedings of the 10th IASTED International Conference on Parallel and Distributed Computing and Systems (PDCS'98), Y. Pan, S.G. Akl, K. Li (eds.), IASTED-ACTA Press, Anaheim, 1998, 555-560.

 

Andonie R. Time-Space Trade-Offs in Parallel and Neural Computing, Proceedings of the EIS’98 International ICSC Symposium on Engineering of Intelligent Systems, ICSC Academic Press,Tenerife, Spain, February 11-13, 1998, 427-432.

 

Owens F.J., Andonie R., Zheng G.H., Cataron A., Manciulea S. A Comparative Study of the Multi-Layer Perceptron, the Multi-Output Layer Perceptron, the Time-Delay Neural Network and the Kohonen Self-Organizing Map in an Automatic Speech Recognition Task, Proceedings of the EIS’98 International ICSC Symposium on Engineering of Intelligent Systems, ICSC Academic Press, Tenerife, Spain, February 11-13, 1998, 624-629.

 

Andonie R. Time-Space Symmetry in Parallel and Neural Computing, Proceedings of the Satellite Conference of ECM’96 “Symmetry and Anti-Symmetry in Mathematics, Formal Languages and Computer Science”, Brasov, 18-19 July, 1996, 7-8.

 

Andonie R., Garbacea I. TIMPA – The Analysis of Cranial Computed Tomographies, Proceedings of the Conference on Optimization of Electric, Electronic, Driving, Automation, and Computing Equipments (OPTIM1987), University of Brasov, Nov. 20‑21, 1987, 213‑216.

 

Andonie R. A Semiotic Approach to Hierarchical Computer Vision in: Cybernetics and Systems, J. Rose (ed.), (Proceedings of the Seventh International Congress of Cybernetics and Systems, London, Sept. 7–11, 1987), Thales Publications, Lytham St. Annes, 1987, 930–933.

 

Andonie R. A Generative Picture Processing Device Used in Two‑Dimensional Cutting Problems, in: Proceedings of the Seventh Conference on Probability Theory (August 29 – September 4, 1982, Brasov), M. Iosifescu (ed.), Editura Academiei R.S.R., Bucuresti, 1984, 599‑606.

 

Andonie R. On Learning Systems with Subjective Probabilities, in: Formalization of Psychological Theories (Proceedings of the 13–th European Mathematical Psychology Group Meeting, Sept., 1982), C. Micko, U. Schulz (eds.), Bielefeld, 1982, 1‑13.

 

Andonie R., Marian A., Puscas P. The Basis of a Metalanguage in the Cybernetic Aesthetics, Proceedings of the International Symposium on Application of Mathematics in System Theory, Brasov, Dec. 27‑30, 1978, 127-134.

Textbooks

Andonie R., Cataron A. Computational Intelligence (in Romanian), Transylvania University Press, Brasov, Romania, 2002.

 

Andonie R. Algorithms and Complexity (in Romanian), Transylvania University Press, Brasov, Romania, 1994.

 

Andonie R. Algorithm Analysis (in Romanian), Transylvania University Press, Brasov, Romania, 1992.

Invited Tutorial Papers

"Neural Networks for Data Mining”, 12th European Symposium on Artificial Neural Networks, Bruges, Belgium, April 28-30, 2004.

Invited Talks

November 10, 2006: "Predicting Biological Activity of Potential HIV-1 Protease Inhibitors – A Computational Intelligence Approach"

Old Dominium University, Norfolk, VA.

 

October 28, 2004: “Turing and the Neurons”

McCracken Computational Sciences Seminar Series, Central Washington University, Ellensburg, WA.

 

April, 2003: “Toward An Intelligent E-Commerce Advisor”

Department of Computer Science, Central Washington University, Ellensburg, WA.

 

November, 2002:  "Data Quality Measures in Decision-Making"

Institute for Neuro- and Bioinformatics, The University Lübeck, Germany.

 

March, 2002: “Distributed Computational Intelligence Techniques for Knowledge Engineering”

Department of Computer Science, Rochester Institute of Technology, NY.

 

January, 2001: “Distributed Neural Computing”

Department of Computer Science and Information Systems, University of Nebraska at Kearney.

 

November, 1998: “Distributed Backpropagation Neural Networks”

Division of Computer Science, The University of Texas, San Antonio.

 

July, 1997: “Time-Space Trade-Offs in Parallel and Neural Computing”

Autonomous University of Barcelona, Spain.

 

February, 1997: “The Psychological Limits of Neural Computation”

Wayne State University, Detroit.

 

December, 1996: “Optimization of circuits using neural networks”

Uppsala University, Sweden.

 

January-March, 1996: “The Psychological Limits of Neural Computation”

Dublin City University, Dublin, Rep. of Ireland; Trinity College, Dublin, Rep. of Ireland; University of Ulster, Northern Ireland, U.K.; University of Bristol, Bristol, U.K.; King’s College, London, U.K.