Asim Roy

According to our database, Asim Roy authored at least 40 papers between 1987 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Editorial: What AI and Neuroscience Can Learn from Each Other - Open Problems in Models and Theories.

Asim Roy, Ali A. Minai, Jean-Philippe Thivierge, Tsvi Achler, Juyang Weng

Cogn. Comput., September, 2024

2023

Flexible Hybrid Intraoral Sleep Monitoring System.

Seyedfakhreddin Nabavi, John Cogan, Asim Roy, Brandon Canfield, Robert Kibler, Collin Emerick

Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023

A Multi-wavelength Photoplethysmography System for Sleep Quality Monitoring.

Seyedfakhreddin Nabavi, John Cogan, Asim Roy, Brandon Canfield, Robert Kibler, Collin Emerick

Proceedings of the IEEE International Conference on Consumer Electronics, 2023

2022

Sleep Monitoring with Intraorally Measured Photoplethysmography (PPG) Signals.

Seyedfakhreddin Nabavi, John Cogan, Asim Roy, Brandon Canfield, Robert Kibler, Collin Emerick

Proceedings of the 2022 IEEE Sensors, Dallas, TX, USA, October 30 - Nov. 2, 2022, 2022

2021

Disease Detection Analytics: A Simple Linear Convex Programming Algorithm for Breast Cancer and Diabetes Incidence Decisions.

Somnath Mukhopadhyay, Subhashish Samaddar, Adriano O. Solis, Asim Roy

Decis. Sci., 2021

2019

Performance Comparison of Machine Learning Platforms.

Asim Roy, Shiban Qureshi, Kartikeya Pande, Divitha Nair, Kartik Gairola, Pooja Jain, Suraj Singh, Kirti Sharma, Akshay Jagadale, Yi-Yang Lin, Shashank Sharma, Ramya Gotety, Yuexin Zhang, Ji Tang, Tejas Mehta, Hemanth Sindhanuru, Nonso Okafor, Santak Das, Chidambara N. Gopal, Srinivasa B. Rudraraju, Avinash V. Kakarlapudi

INFORMS J. Comput., 2019

2016

Conference Report on 2015 International Joint Conference on Neural Networks (IJCNN 2015) [Conference Reports].

Yoonsuck Choe, Asim Roy, Haibo He, De-Shuang Huang

IEEE Comput. Intell. Mag., 2016

Two-layered ensemble Kohonen nets for imbalanced streaming data.

Asim Roy

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

On Findings of Category and Other Concept Cells in the Brain: Some Theoretical Perspectives on Mental Representation.

Asim Roy

Cogn. Comput., 2015

A Classification Algorithm for High-dimensional Data.

Asim Roy

Proceedings of the INNS Conference on Big Data 2015, 2015

Automated online feature selection and learning from high-dimensional streaming data using an ensemble of Kohonen neurons.

Asim Roy

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2011

An interactive weight space reduction procedure for nonlinear multiple objective mathematical programming.

Patrick D. Mackin, Asim Roy, Jyrki Wallenius

Math. Program., 2011

A theory of the brain - the brain uses both distributed and localist (symbolic) representation.

Asim Roy

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

2010

An Autonomous Incremental Learning Algorithm for Radial Basis Function Networks.

Seiichi Ozawa, Toshihisa Tabuchi, Sho Nakasaka, Asim Roy

J. Intell. Learn. Syst. Appl., 2010

On NSF "open questions, " some external properties of the brain as a learning system and an architecture for autonomous learning.

Asim Roy

Proceedings of the International Joint Conference on Neural Networks, 2010

Is the connectionist notion of subconcepts flawed?

Asim Roy

Proceedings of the International Joint Conference on Neural Networks, 2010

An autonomous incremental learning algorithm of Resource Allocating Network for online pattern recognition.

Seiichi Ozawa, Sho Nakasaka, Asim Roy

Proceedings of the International Joint Conference on Neural Networks, 2010

2009

A Multitask Learning Model for Online Pattern Recognition.

Seiichi Ozawa, Asim Roy, Dmitri Roussinov

IEEE Trans. Neural Networks, 2009

An Autonomous Learning Algorithm of Resource Allocating Network.

Toshihisa Tabuchi, Seiichi Ozawa, Asim Roy

Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

2008

Connectionism, Controllers, and a Brain Theory.

Asim Roy

IEEE Trans. Syst. Man Cybern. Part A, 2008

An Interactive Search Method Based on User Preferences.

Asim Roy, Patrick D. Mackin, Jyrki Wallenius, James Corner, Mark J. Keith, Gregory Schymik, Hina Arora

Decis. Anal., 2008

A Neural Network Model for Sequential Multitask Pattern Recognition Problems.

Hitoshi Nishikawa, Seiichi Ozawa, Asim Roy

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Incremental Learning for Multitask Pattern Recognition Problems.

Seiichi Ozawa, Asim Roy

Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008

2002

Oh sure, my method is connectionist too. Who said it's not?

Asim Roy

Proceedings of the FSDK'02, 2002

2001

On connectionism and rule extraction.

Asim Roy

Proceedings of the 12th Italian Workshop on Neural Nets, 2001

2000

On connectionism, rule extraction, and brain-like learning.

Asim Roy

IEEE Trans. Fuzzy Syst., 2000

Artificial Neural Networks - A Science in Trouble .

Asim Roy

SIGKDD Explor., 2000

A Theory of the Brain: There Are Parts of the Brain That Control Other Parts.

Asim Roy

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999

Brain's internal mechanisms - a new paradigm.

Asim Roy

Proceedings of the International Joint Conference Neural Networks, 1999

1997

Iterative generation of higher-order nets in polynomial time using linear programming.

Asim Roy, Somnath Mukhopadhyay

IEEE Trans. Neural Networks, 1997

A neural-network learning theory and a polynomial time RBF algorithm.

Asim Roy, Sandeep Govil, Raymond Miranda

IEEE Trans. Neural Networks, 1997

Fuzzy logic, neural networks, and brain-like learning.

Asim Roy, Raymond Miranda

Proceedings of International Conference on Neural Networks (ICNN'97), 1997

1996

The Optimal Cost Chromatic Partition Problem for Trees and Interval Graphs.

Leo G. Kroon, Arunabha Sen, Haiyong Deng, Asim Roy

Proceedings of the Graph-Theoretic Concepts in Computer Science, 1996

1995

An algorithm to generate radial basis function (RBF)-like nets for classification problems.

Asim Roy, Sandeep Govil, Raymond Miranda

Neural Networks, 1995

1993

A polynomial time algorithm for the construction and training of a class of multilayer perceptrons.

Asim Roy, Lark Sang Kim, Somnath Mukhopadhyay

Neural Networks, 1993

A Polynomial Time Algorithm for Generating Neural Networks for Pattern Classification: Its Stability Properties and Some Test Results.

Somnath Mukhopadhyay, Asim Roy, Lark Sang Kim, Sandeep Govil

Neural Comput., 1993

1992

Nonlinear multiple objective optimization: An algorithm and some theory.

Asim Roy, Jyrki Wallenius

Math. Program., 1992

On linear programming, neural network design, pattern classification and polynomial time training.

Asim Roy

Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

1991

Pattern Classification Using Linear Programming.

Asim Roy, Somnath Mukhopadhyay

INFORMS J. Comput., 1991

1987

From what if to what's best in DSS.

Asim Roy

Decis. Support Syst., 1987