Research output per year
Research output per year
- 1 - 50 out of 56 results
Search results
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2021
Disease Detection Analytics: A Simple Linear Convex Programming Algorithm for Breast Cancer and Diabetes Incidence Decisions
Mukhopadhyay, S., Samaddar, S., Solis, A. O. & Roy, A., Jun 2021, In: Decision Sciences. 52, 3, p. 661-698 38 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
2020
Commentary: The Value of Failure in Science: The Story of Grandmother Cells in Neuroscience
Roy, A., Feb 5 2020, In: Frontiers in Neuroscience. 14, 59.Research output: Contribution to journal › Comment/debate › peer-review
Open Access1 Scopus citations -
2019
Performance comparison of machine learning platforms
Roy, A., Qureshi, S., Pande, K., Nair, D., Gairola, K., Jain, P., Singh, S., Sharma, K., Jagadale, A., Lin, Y. Y., Sharma, S., Gotety, R., Zhang, Y., Tang, J., Mehta, T., Sindhanuru, H., Okafor, N., Das, S., Gopal, C. N., Rudraraju, S. B., & 1 others, 2019, In: INFORMS Journal on Computing. 31, 2, p. 207-225 19 p.Research output: Contribution to journal › Article › peer-review
12 Scopus citations -
2018
Editorial: Representation in the brain
Roy, A., Perlovsky, L., Besold, T. R., Weng, J. & Edwards, J. C. W., Aug 8 2018, In: Frontiers in Psychology. 9, AUG, 1410.Research output: Contribution to journal › Editorial › peer-review
Open Access1 Scopus citations -
2017
Preface
Iliadis, L., Roy, A. & Vellasco, M., 2017, In: Advances in Intelligent Systems and Computing. 529, p. v-ixResearch output: Contribution to journal › Editorial › peer-review
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The theory of localist representation and of a purely abstract cognitive system: The evidence from cortical columns, category cells, and multisensory neurons
Roy, A., Feb 16 2017, In: Frontiers in Psychology. 8, FEB, 186.Research output: Contribution to journal › Article › peer-review
10 Scopus citations -
2016
Conference Report on 2015 International Joint Conference on Neural Networks (IJCNN 2015) [Conference Reports]
Choe, Y., Roy, A., He, H. & Huang, D. S., Feb 2016, In: IEEE Computational Intelligence Magazine. 11, 1, p. 8-10 3 p., 7379081.Research output: Contribution to journal › Article › peer-review
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Two-layered ensemble Kohonen nets for imbalanced streaming data
Roy, A., Nov 14 2016, 2016 IEEE Congress on Evolutionary Computation, CEC 2016. Institute of Electrical and Electronics Engineers Inc., p. 5215-5221 7 p. 7748351. (2016 IEEE Congress on Evolutionary Computation, CEC 2016).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2015
A classification algorithm for high-dimensional data
Roy, A., 2015, Procedia Computer Science. 1 ed. Elsevier, Vol. 53. p. 345-355 11 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
13 Scopus citations -
Automated online feature selection and learning from high-dimensional streaming data using an ensemble of Kohonen neurons
Roy, A., Sep 28 2015, 2015 International Joint Conference on Neural Networks, IJCNN 2015. Institute of Electrical and Electronics Engineers Inc., 7280296. (Proceedings of the International Joint Conference on Neural Networks; vol. 2015-September).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
10 Scopus citations -
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On Findings of Category and Other Concept Cells in the Brain: Some Theoretical Perspectives on Mental Representation
Roy, A., Jun 26 2015, In: Cognitive Computation. 7, 3, p. 279-284 6 p., 9307.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
2013
An extension of the localist representation theory: Grandmother cells are also widely used in the brain
Roy, A., 2013, In: Frontiers in Psychology. 4, MAY, Article 300.Research output: Contribution to journal › Comment/debate › peer-review
10 Scopus citations -
Editorial - Special Issue on Autonomous Learning
Roy, A., Apolloni, B., Perlovsky, L. & Minai, A., 2013, In: Neural Networks. 41, p. 1-2 2 p.Research output: Contribution to journal › Editorial › peer-review
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Methods for pattern selection, class-specific feature selection and classification for automated learning
Roy, A., Mackin, P. D. & Mukhopadhyay, S., 2013, In: Neural Networks. 41, p. 113-129 17 p.Research output: Contribution to journal › Article › peer-review
18 Scopus citations -
2012
A theory of the brain: Localist representation is used widely in the brain
Roy, A., 2012, In: Frontiers in Psychology. 3, DEC, Article 551.Research output: Contribution to journal › Article › peer-review
16 Scopus citations -
2011
An interactive weight space reduction procedure for nonlinear multiple objective mathematical programming
MacKin, P. D., Roy, A. & Wallenius, J., Apr 2011, In: Mathematical Programming. 127, 2, p. 425-444 20 p.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
A theory of the brain - The brain uses both distributed and localist (symbolic) representation
Roy, A., Oct 24 2011, 2011 International Joint Conference on Neural Networks, IJCNN 2011 - Final Program. p. 215-221 7 p. 6033224. (Proceedings of the International Joint Conference on Neural Networks).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
3 Scopus citations -
2010
An autonomous incremental learning algorithm of Resource Allocating Network for online pattern recognition
Ozawa, S., Nakasaka, S. & Roy, A., 2010, 2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 International Joint Conference on Neural Networks, IJCNN 2010. Institute of Electrical and Electronics Engineers Inc., 5596722. (Proceedings of the International Joint Conference on Neural Networks).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Scopus citations -
Is the connectionist notion of subconcepts flawed?
Roy, A., 2010, 2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 International Joint Conference on Neural Networks, IJCNN 2010. Institute of Electrical and Electronics Engineers Inc., 5596954. (Proceedings of the International Joint Conference on Neural Networks).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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On NSF "open questions," some external properties of the brain as a learning system and an architecture for autonomous learning
Roy, A., 2010, 2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 International Joint Conference on Neural Networks, IJCNN 2010. Institute of Electrical and Electronics Engineers Inc., 5596769. (Proceedings of the International Joint Conference on Neural Networks).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Scopus citations -
2009
A multitask learning model for online pattern recognition
Ozawa, S., Roy, A. & Roussinov, D., 2009, In: IEEE Transactions on Neural Networks. 20, 3, p. 430-445 16 p.Research output: Contribution to journal › Article › peer-review
Open Access56 Scopus citations -
An autonomous learning algorithm of resource allocating network
Tabuchi, T., Ozawa, S. & Roy, A., 2009, Intelligent Data Engineering and Automated Learning - IDEAL 2009 - 10th International Conference, Proceedings. p. 134-141 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5788 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
3 Scopus citations -
A neural network model for sequential multitask pattern recognition problems
Nishikawa, H., Ozawa, S. & Roy, A., 2009, Advances in Neuro-Information Processing - 15th International Conference, ICONIP 2008, Revised Selected Papers. PART 1 ed. p. 821-828 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5506 LNCS, no. PART 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2008
Connectionism, controllers, and a brain theory
Roy, A., 2008, In: IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans. 38, 6, p. 1434-1441 8 p.Research output: Contribution to journal › Article › peer-review
21 Scopus citations -
Incremental learning for multitask pattern recognition problems
Ozawa, S. & Roy, A., Dec 1 2008, Proceedings - 7th International Conference on Machine Learning and Applications, ICMLA 2008. p. 747-751 5 p. 4725059. (Proceedings - 7th International Conference on Machine Learning and Applications, ICMLA 2008).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
4 Scopus citations -
2006
A Fraud and Counterfeit Detection System Based on Supply Chain Inconsistencies
Roy, A., May 10 2006Research output: Patent
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Interactive Information Retrieval Using Multiple Objective Optimization
Roy, A., Mar 15 2006Research output: Patent
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2003
The hardest test for a theory of cognition: The input test
Roy, A., Oct 1 2003, In: Behavioral and Brain Sciences. 26, 5, p. 618-619 2 p.Research output: Contribution to journal › Article › peer-review
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2000
On connectionism, rule extraction, and brain-like learning
Roy, A., 2000, In: IEEE Transactions on Fuzzy Systems. 8, 2, p. 222-227 6 p.Research output: Contribution to journal › Article › peer-review
24 Scopus citations -
Theory of the brain: There are parts of the brain that control other parts
Roy, A., 2000, Proceedings of the International Joint Conference on Neural Networks. Piscataway, NJ, United States: IEEE, Vol. 2. p. 81-86 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
1999
Brain's internal mechanisms - a new paradigm
Roy, A., 1999, Proceedings of the International Joint Conference on Neural Networks. United States: IEEE, Vol. 1. p. 74-79 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
4 Scopus citations -
1997
A neural-network learning theory and a polynomial time RBF algorithm
Roy, A., Govil, S. & Miranda, R., 1997, In: IEEE Transactions on Neural Networks. 8, 6, p. 1301-1313 13 p.Research output: Contribution to journal › Article › peer-review
67 Scopus citations -
Fuzzy logic, neural networks, and brain-like learning
Roy, A. & Miranda, R., Dec 1 1997, 1997 IEEE International Conference on Neural Networks, ICNN 1997. p. 522-527 6 p. 611723. (IEEE International Conference on Neural Networks - Conference Proceedings; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
4 Scopus citations -
Iterative generation of higher-order nets in polynomial time using linear programming
Roy, A. & Mukhopadhyay, S., 1997, In: IEEE Transactions on Neural Networks. 8, 2, p. 402-412 11 p.Research output: Contribution to journal › Article › peer-review
12 Scopus citations -
The optimal cost chromatic partition problem for trees and interval graphs
Kroon, L. G., Sen, A., Deng, H. & Roy, A., 1997, Graph-Theoretic Concepts in Computer Science - 22nd International Workshop, WG 1996, Proceedings. p. 279-292 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1197 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
58 Scopus citations -
1995
An algorithm to generate radial basis function (RBF)-like nets for classification problems
Roy, A., Govil, S. & Miranda, R., 1995, In: Neural Networks. 8, 2, p. 179-201 23 p.Research output: Contribution to journal › Article › peer-review
103 Scopus citations -
1993
A polynomial time algorithm for the construction and training of a class of multilayer perceptrons
Roy, A., Kim, L. S. & Mukhopadhyay, S., 1993, In: Neural Networks. 6, 4, p. 535-545 11 p.Research output: Contribution to journal › Article › peer-review
68 Scopus citations -
1992
A Polynomial Time Algorithm for Generating Neural Networks for Classification Problems
Roy, A. & Mukhopadhyay, S., 1992, Proceedings - 1992 International Joint Conference on Neural Networks, IJCNN 1992. Institute of Electrical and Electronics Engineers Inc., p. 147-152 6 p. (Proceedings of the International Joint Conference on Neural Networks; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Nonlinear multiple objective optimization: An algorithm and some theory
Roy, A. & Wallenius, J., Apr 1 1992, In: Mathematical Programming. 55, 1-3, p. 235-249 15 p.Research output: Contribution to journal › Article › peer-review
11 Scopus citations -
Nonlinear multiple objective optimization: an algorithm and some theory
Roy, A. & Wallenius, J., Jun 1 1992, In: Mathematical Programming, Series B. 55, 2, p. 235-249 15 p.Research output: Contribution to journal › Article › peer-review
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On linear programming, neural network design, pattern classification and Polynomial time training
Roy, A., 1992, Conference B: Pattern Recognition Methodology and Systems. Institute of Electrical and Electronics Engineers Inc., p. 5-8 4 p. 201709. (Proceedings - International Conference on Pattern Recognition; vol. 2).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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1991
Nonlinear and unconstrained multiple‐objective optimization: Algorithm, computation, and application
Roy, A. & Wallenius, J., Aug 1991, In: Naval Research Logistics (NRL). 38, 4, p. 623-635 13 p.Research output: Contribution to journal › Article › peer-review
14 Scopus citations -
Pattern classification using linear programming
Roy, A. & Mukhopadhyay, S., 1991, In: ORSA journal on computing. 3, 1, p. 66-80 15 p.Research output: Contribution to journal › Article › peer-review
12 Scopus citations -
1989
End-user optimization with spreadsheet models
Roy, A., Lasdon, L. & Plane, D., Mar 24 1989, In: European Journal of Operational Research. 39, 2, p. 131-137 7 p.Research output: Contribution to journal › Article › peer-review
14 Scopus citations -
Optimal Offer Strategies in Mergers and Acquisitions
Roy, A., 1989, In: Decision Sciences. 20, 3, p. 591-601 11 p.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
1988
Acquiring firms with higher PE ratios
Roy, A., Oct 1988, In: Long Range Planning. 21, 5, p. 96-102 7 p.Research output: Contribution to journal › Article › peer-review
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Analog implementation of a 'neural' optimization network
Musavi, M. T. & Roy, A., 1988, In: Neural Networks. 1, 1 SUPPL, p. 395 1 p.Research output: Contribution to journal › Conference article › peer-review
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Optimal Acquisition Fraction and A Theory For Partial Acquisitions
Roy, A., Dec 1988, In: Journal of Business Finance & Accounting. 15, 4, p. 543-555 13 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
1987
From what if to what's best in DSS
Roy, A., Mar 1987, In: Decision Support Systems. 3, 1, p. 27-35 9 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations