From what if to what's best in DSS. - Asim Roy (Decis. Support Syst., 1987)

Pattern Classification Using Linear Programming. - Asim Roy; Somnath Mukhopadhyay (INFORMS J. Comput., 1991)

On linear programming, neural network design, pattern classification and polynomial time training. - Asim Roy (ICPR (2), 1992)

Nonlinear multiple objective optimization: An algorithm and some theory. - Asim Roy; Jyrki Wallenius (Math. Program., 1992)

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)

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)

An algorithm to generate radial basis function (RBF)-like nets for classification problems. - Asim Roy; Sandeep Govil; Raymond Miranda (Neural Networks, 1995)

The Optimal Cost Chromatic Partition Problem for Trees and Interval Graphs. - Leo G. Kroon; Arunabha Sen; Haiyong Deng; Asim Roy (WG, 1996)

Fuzzy logic, neural networks, and brain-like learning. - Asim Roy; Raymond Miranda (ICNN, 1997)

A neural-network learning theory and a polynomial time RBF algorithm. - Asim Roy; Sandeep Govil; Raymond Miranda (IEEE Trans. Neural Networks, 1997)

Iterative generation of higher-order nets in polynomial time using linear programming. - Asim Roy; Somnath Mukhopadhyay (IEEE Trans. Neural Networks, 1997)

Brain's internal mechanisms - a new paradigm. - Asim Roy (IJCNN, 1999)

A Theory of the Brain: There Are Parts of the Brain That Control Other Parts. - Asim Roy (IJCNN (2), 2000)

Artificial Neural Networks - A Science in Trouble . - Asim Roy (SIGKDD Explor., 2000)

On connectionism, rule extraction, and brain-like learning. - Asim Roy (IEEE Trans. Fuzzy Syst., 2000)

On connectionism and rule extraction. - Asim Roy (WIRN, 2001)

Oh sure, my method is connectionist too. Who said it's not? - Asim Roy (FSKD, 2002)

Incremental Learning for Multitask Pattern Recognition Problems. - Seiichi Ozawa; Asim Roy (ICMLA, 2008)

A Neural Network Model for Sequential Multitask Pattern Recognition Problems. - Hitoshi Nishikawa; Seiichi Ozawa; Asim Roy (ICONIP (1), 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)

Connectionism, Controllers, and a Brain Theory. - Asim Roy (IEEE Trans. Syst. Man Cybern. Part A, 2008)

An Autonomous Learning Algorithm of Resource Allocating Network. - Toshihisa Tabuchi; Seiichi Ozawa; Asim Roy (IDEAL, 2009)

A Multitask Learning Model for Online Pattern Recognition. - Seiichi Ozawa; Asim Roy; Dmitri Roussinov (IEEE Trans. Neural Networks, 2009)

An autonomous incremental learning algorithm of Resource Allocating Network for online pattern recognition. - Seiichi Ozawa; Sho Nakasaka; Asim Roy (IJCNN, 2010)

Is the connectionist notion of subconcepts flawed? - Asim Roy (IJCNN, 2010)

On NSF "open questions, " some external properties of the brain as a learning system and an architecture for autonomous learning. - Asim Roy (IJCNN, 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)

A theory of the brain - the brain uses both distributed and localist (symbolic) representation. - Asim Roy (IJCNN, 2011)

An interactive weight space reduction procedure for nonlinear multiple objective mathematical programming. - Patrick D. Mackin; Asim Roy; Jyrki Wallenius (Math. Program., 2011)

Automated online feature selection and learning from high-dimensional streaming data using an ensemble of Kohonen neurons. - Asim Roy (IJCNN, 2015)

A Classification Algorithm for High-dimensional Data. - Asim Roy (INNS Conference on Big Data, 2015)

On Findings of Category and Other Concept Cells in the Brain: Some Theoretical Perspectives on Mental Representation. - Asim Roy (Cogn. Comput., 2015)

Two-layered ensemble Kohonen nets for imbalanced streaming data. - Asim Roy (CEC, 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)

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; et al. (INFORMS J. Comput., 2019)

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)

Sleep Monitoring with Intraorally Measured Photoplethysmography (PPG) Signals. - Seyedfakhreddin Nabavi; John Cogan; Asim Roy; Brandon Canfield; Robert Kibler; Collin Emerick (IEEE SENSORS, 2022)

A Multi-wavelength Photoplethysmography System for Sleep Quality Monitoring. - Seyedfakhreddin Nabavi; John Cogan; Asim Roy; Brandon Canfield; Robert Kibler; Collin Emerick (ICCE, 2023)

Flexible Hybrid Intraoral Sleep Monitoring System. - Seyedfakhreddin Nabavi; John Cogan; Asim Roy; Brandon Canfield; Robert Kibler; Collin Emerick (SENSORS, 2023)

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., 2024)