| 2011 | AAAI | Leadership Games and their Application in Super-Peer Networks. | Thomas J. Walsh, Javad Taheri, Jeremy B. Wright, Paul R. Cohen |
| 2011 | ACL | Fully Unsupervised Word Segmentation with BVE and MDL. | Daniel Hewlett, Paul R. Cohen |
| 2011 | CoNLL | Word Segmentation as General Chunking. | Daniel Hewlett, Paul R. Cohen |
| 2011 | FDG | Recognizing players' activities and hidden state. | Wesley Kerr, Paul R. Cohen, Niall M. Adams |
| 2011 | IAAI | Learning a Skill-Teaching Curriculum with Dynamic Bayes Nets. | Derek T. Green, Thomas J. Walsh, Paul R. Cohen, Yu-Han Chang |
| 2011 | IJCAI | Activity Recognition with Finite State Machines. | Wesley Kerr, Anh Tran, Paul R. Cohen |
| 2011 | RO-MAN | Challenges to decoding the intention behind natural instruction. | Raquel Torres Peralta, Tasneem Kaochar, Ian R. Fasel, Clayton T. Morrison, Thomas J. Walsh, Paul R. Cohen |
| 2010 | IDA | Changing the Focus of the IDA Symposium. | Niall M. Adams, Paul R. Cohen, Michael R. Berthold |
| 2009 | IJCAI | Bootstrap Voting Experts. | Daniel Hewlett, Paul R. Cohen |
| 2009 | IDA | Intelligent Data Analysis in the 21st Century. | Paul R. Cohen, Niall M. Adams |
| 2008 | ECAI | The Design, Deployment and Evaluation of the AnimalWatch Intelligent Tutoring System. | Paul R. Cohen, Carole R. Beal, Niall M. Adams |
| 2008 | PRICAI | Temporal Data Mining for Educational Applications. | Carole R. Beal, Paul R. Cohen |
| 2008 | PRICAI | What Shall We Do Next? The Challenges of AI Midway through Its First Century. | Paul R. Cohen |
| 2007 | AIED | Modeling learning patterns of students with a tutoring system using Hidden Markov Models. | Carole R. Beal, Sinjini Mitra, Paul R. Cohen |
| 2007 | IJCAI | Constructing Career Histories: A Case Study in Disentangling the Threads. | Paul R. Cohen |
| 2007 | IJCAI | Learning and Transferring Action Schemas. | Paul R. Cohen, Yu-Han Chang, Clayton T. Morrison, Carole R. Beal |
| 2007 | ILP | Empirical Comparison of "Hard" and "Soft" Label Propagation for Relational Classification. | Aram Galstyan, Paul R. Cohen |
| 2006 | FUSION | Relational Classification Through Three-State Epidemic Dynamics. | Aram Galstyan, Paul R. Cohen |
| 2006 | FUSION | The Hats Information Fusion Challenge Problem. | Clayton T. Morrison, Paul R. Cohen |
| 2006 | FUSION | The Colab Mixed-Initiative Analysis Enviroment. | Clayton T. Morrison, Paul R. Cohen |
| 2006 | ISI | Iterative Relational Classification Through Three-State Epidemic Dynamics. | Aram Galstyan, Paul R. Cohen |
| 2006 | ISI | The Hats Simulator and Colab: An Integrated Information Fusion Challenge Problem and Collaborative Analysis Environment. | Clayton T. Morrison, Paul R. Cohen |
| 2005 | AIED | Computational methods for evaluating student and group learning histories in intelligent tutoring systems. | Carole R. Beal, Paul R. Cohen |
| 2005 | IJCAI | Maps for Verbs: The Relation Between Interaction Dynamics and Verb Use. | Paul R. Cohen, Clayton T. Morrison, Erin Cannon |
| 2005 | IJCAI | Inferring Useful Heuristics from the Dynamics of Iterative Relational Classifiers. | Aram Galstyan, Paul R. Cohen |
| 2005 | IJCAI | Transfer in Learning by Doing. | William Krueger, Tim Oates, Tom Armstrong, Paul R. Cohen, Carole R. Beal |
| 2004 | WSC | The Hats Simulator. | Paul R. Cohen, Clayton T. Morrison |
| 2004 | SAC | Editorial message: special track on data streams. | Jess S. Aguilar-Ruiz, Paul R. Cohen |
| 2003 | IAAI | A Knowledge Acquisition Tool for Course of Action Analysis. | Kim Barker, Jim Blythe, Gary C. Borchardt, Vinay K. Chaudhri, Peter Clark, Paul R. Cohen, Julie Fitzgerald, Kenneth D. Forbus, Yolanda Gil, Boris Katz, Jihie Kim, Gary W. King, Sunil Mishra, Clayton T. Morrison, Kenneth S. Murray, Charley Otstott, Bruce W. Porter, Robert Schrag, Toms E. Uribe, Jeffrey M. Usher, Peter Z. Yeh |
| 2003 | IDA | Very Predictive Ngrams for Space-Limited Probabilistic Models. | Paul R. Cohen, Charles A. Sutton |
| 2003 | IDA | Guided Incremental Construction of Belief Networks. | Charles A. Sutton, Brendan Burns, Clayton T. Morrison, Paul R. Cohen |
| 2003 | WSC | Agent models I: action models. | Gary W. King, Clayton T. Morrison, Paul R. Cohen |
| 2002 | AAAI | Contentful Mental States for Robot Baby. | Paul R. Cohen, Tim Oates, Carole R. Beal, Niall M. Adams |
| 2002 | AAAI | Segmenting Time Series with a Hybrid Neural Networks - Hidden Markov Model. | Laura Firoiu, Paul R. Cohen |
| 2002 | ICDM | Unsupervised Segmentation of Categorical Time Series into Episodes. | Paul R. Cohen, Brent Heeringa, Niall M. Adams |
| 2002 | WSC | Agent modeling: models of defeat. | Gary W. King, Brent Heeringa, David L. Westbrook, Joe Catalano, Paul R. Cohen |
| 2001 | ALT | Robot Baby 2001. | Paul R. Cohen, Tim Oates, Niall M. Adams, Carole R. Beal |
| 2001 | DIS | Robot Baby 2001. | Paul R. Cohen, Tim Oates, Niall M. Adams, Carole R. Beal |
| 2001 | IDA | Fluent Learning: Elucidating the Structure of Episodes. | Paul R. Cohen |
| 2001 | IDA | An Algorithm for Segmenting Categorical Time Series into Meaningful Episodes. | Paul R. Cohen, Niall M. Adams |
| 2001 | IDA | The IDA'01 Robot Data Challenge. | Paul R. Cohen, Niall M. Adams, David J. Hand |
| 2000 | AAAI | A Method for Clustering the Experiences of a Mobile Robot that Accords with Human Judgments. | Tim Oates, Matthew D. Schmill, Paul R. Cohen |
| 2000 | AAAI | Multivariate Clustering by Dynamics. | Marco Ramoni, Paola Sebastiani, Paul R. Cohen |
| 2000 | WSC | Using simulation and critical points to define states in continuous search spaces. | Marc S. Atkin, Paul R. Cohen |
| 2000 | WSC | Simulation using software agents II: domain-general simulation and planning with physical schemas. | Marc S. Atkin, David L. Westbrook, Paul R. Cohen |
| 2000 | WSC | An underlying model for defeat mechanisms. | Brent Heeringa, Paul R. Cohen |
| 1999 | AAAI | Does Prior Knowledge Facilitate the Development of Knowledge-based Systems? | Paul R. Cohen, Vinay K. Chaudhri, Adam Pease, Robert Schrag |
| 1999 | AAAI | What are contentful mental states? Dretske's theory of mental content viewed in the light of robot learning and planning algortihms. | Paul R. Cohen, Mary Litch |
| 1999 | AAAI | Continuous Categories For a Mobile Robot. | Michael T. Rosenstein, Paul R. Cohen |
| 1999 | AISTATS | Efficient mining of statistical dependencies. | Tim Oates, Matthew D. Schmill, Paul R. Cohen, Casey Durfee |
| 1999 | AISTATS | Learned models for continuous planning. | Matthew D. Schmill, Tim Oates, Paul R. Cohen |
| 1999 | ICML | Abstracting from Robot Sensor Data using Hidden Markov Models. | Laura Firoiu, Paul R. Cohen |
| 1999 | IJCAI | Efficient Mining of Statistical Dependencies. | Tim Oates, Matthew D. Schmill, Paul R. Cohen |
| 1999 | IDA | Learning Elements of Representations for Redescribing Robot Experiences. | Laura Firoiu, Paul R. Cohen |
| 1999 | IDA | Discovering Dynamics Using Bayesian Clustering. | Paola Sebastiani, Marco Ramoni, Paul R. Cohen, John Warwick, James Davis |
| 1998 | AAAI | Concepts From Time Series. | Michael T. Rosenstein, Paul R. Cohen |
| 1998 | ICML | A Randomized ANOVA Procedure for Comparing Performance Curves. | Justus H. Piater, Paul R. Cohen, Xiaoqin Zhang, Michael Atighetchi |
| 1997 | AISTATS | A Family of Algorithms for Finding Temporal Structure in Data. | Tim Oates, Matthew D. Schmill, David D. Jensen, Paul R. Cohen |
| 1997 | AISTATS | Building an EDA Assistant: A Progress Report. | Robert St. Amant, Paul R. Cohen |
| 1997 | AISTATS | Overfitting Explained. | Paul R. Cohen, David D. Jensen |
| 1997 | AISTATS | Intelligent Assistant for Computational Scientists: Integrated Modelling, Experimentation and Analysis. | Dawn E. Gregory, Paul R. Cohen |
| 1997 | AISTATS | How to Find Big-Oh in Your Data Set (and How Not To). | Catherine C. McGeoch, Paul R. Cohen |
| 1997 | IDA | Integrating Many Techniques for Discovering Structure in Data. | Dawn E. Gregory, Paul R. Cohen |
| 1997 | IDA | Building Simple Models: A Case Study with Decision Trees. | David D. Jensen, Tim Oates, Paul R. Cohen |
| 1997 | IDA | How to Find Big-Oh in Your Data Set (and How Not to). | Catherine C. McGeoch, Doina Precup, Paul R. Cohen |
| 1997 | IUI | Interaction with a Mixed-Initiative System for Exploratory Data Analysis. | Robert St. Amant, Paul R. Cohen |
| 1996 | AAAI | Searching for Planning Operators with Context-Dependent and Probabilistic Effects. | Tim Oates, Paul R. Cohen |
| 1996 | ICML | Searching for Structure in Multiple Streams of Data. | Tim Oates, Paul R. Cohen |
| 1995 | AISTATS | Control Representation in an EDA Assistant. | Robert St. Amant, Paul R. Cohen |
| 1995 | AISTATS | Two Algorithms for Inducing Structural Equation Models from Data. | Paul R. Cohen, Dawn E. Gregory, Lisa Ballesteros, Robert St. Amant |
| 1995 | AISTATS | Detecting Complex Dependencies in Categorical Data. | Tim Oates, Matthew D. Schmill, Dawn E. Gregory, Paul R. Cohen |
| 1995 | ICTAI | Monitoring progress with dynamic programming envelopes. | Robert St. Amant, Yoshitaka Kuwata, Paul R. Cohen |
| 1995 | ICTAI | Tools for detecting dependencies in AI systems. | Matthew D. Schmill, Tim Oates, Paul R. Cohen |
| 1994 | ICEC | Learning Monitoring Strategies: A Difficult Genetic Programming Application. | Marc S. Atkin, Paul R. Cohen |
| 1994 | ICTAI | Tols for Experiments in Planning. | Scott D. Anderson, Adam Carlson, David L. Westbrook, David M. Hart, Paul R. Cohen |
| 1994 | ICTAI | Integrating Statistical Methods for Characterizing Causal Influences on Planner Behavior over Time. | Adele E. Howe, Robert St. Amant, Paul R. Cohen |
| 1994 | KDD | Toward the Integration of Exploration and Modeling in a Planning Framework. | Robert St. Amant, Paul R. Cohen |
| 1994 | KDD | Two Algorithms for Inducing Causal Models from Data. | Dawn E. Gregory, Paul R. Cohen |
| 1993 | ICML | Automating Path Analysis for Building Causal Models from Data. | Paul R. Cohen, Adam Carlson, Lisa Ballesteros, Adam St. Amant |
| 1991 | AAAI | Failure Recovery: A Model and Experiments. | Adele E. Howe, Paul R. Cohen |
| 1991 | IJCAI | Shading-Based Two-View Matching. | Michel A. Audette, Paul R. Cohen, Juyang Weng |
| 1990 | ICCV | Extended structure and motion analysis from monocular image sequences. | Ning Cui, Juyang Weng, Paul R. Cohen |
| 1990 | ICPR | Calibration of stereo cameras using a non-linear distortion model (CCD sensory). | Juyang Weng, Paul R. Cohen, Marc Herniou |
| 1988 | AAAI | Beyond ISA: Structures for Plausible Inference In Semantic Networks. | Paul R. Cohen, Cynthia L. Loiselle |
| 1988 | AAAI | Dominic II: Meta-Level Control in Iterative Redesign. | Mark F. Orelup, John R. Dixon, Paul R. Cohen, Melvin K. Simmons |
| 1988 | SIGIR | Retrieving Documents by Plausible Inference: A Preliminary Study. | W. Bruce Croft, T. J. Lucia, Paul R. Cohen |
| 1987 | AAAI | MU: A Development Environment for Prospective Reasoning Systems. | Paul R. Cohen, Michael Greenberg, Jefferson DeLisio |
| 1987 | IJCAI | Knowledge Engineering Tools at the Architecture Level. | Thomas R. Gruber, Paul R. Cohen |
| 1987 | UAI | Steps Towards Programs that Manage Uncertainty. | Paul R. Cohen |
| 1987 | UAI | Modifiable Combining Functions. | Paul R. Cohen, Glenn Shafer, Prakash P. Shenoy |
| 1986 | ECAI | Numeric and Symbolic Reasoning in Expert Systems. | Paul R. Cohen |
| 1985 | IJCAI | An Endorsement-based Plan Recognition Program. | Michael Sullivan, Paul R. Cohen |
| 1984 | DAC | An architecture for application of artificial intelligence to design. | John R. Dixon, Melvin K. Simmons, Paul R. Cohen |
| 1983 | IJCAI | A Framework for Heuristic Reasoning About Uncertainty. | Paul R. Cohen, Milton R. Grinberg |
| 1983 | IJCAI | A Report on FOLIO: An Expert Assistant for Portfolio Managers. | Paul R. Cohen, Mark D. Lieberman |