David W. Aha

According to our database, David W. Aha authored at least 181 papers between 1988 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Understanding imbalanced data: XAI & interpretable ML framework.

Damien Dablain, Colin Bellinger, Bartosz Krawczyk, David W. Aha, Nitesh V. Chawla

Mach. Learn., June, 2024

Human-Centric Goal Reasoning with Ripple-Down Rules.

Kenji Brameld, Germán Castro, Claude Sammut, Mark Roberts, David W. Aha

CoRR, 2024

2022

Interpretable ML for Imbalanced Data.

Damien A. Dablain, Colin Bellinger, Bartosz Krawczyk, David W. Aha, Nitesh V. Chawla

CoRR, 2022

Self-directed Learning of Action Models using Exploratory Planning.

Dustin Dannenhauer, Matthew Molineaux, Michael W. Floyd, Noah Reifsnyder, David W. Aha

CoRR, 2022

2020

Case-Based Gesture Interface for Multiagent Formation Control.

Divya K. Srivastava, Daniel M. Lofaro, Tristan Schuler, Donald Sofge, David W. Aha

Proceedings of the Case-Based Reasoning Research and Development, 2020

Exploiting Text Data to Improve Critical Care Mortality Prediction.

Bryan Auslander, Kalyan Moy Gupta, Michael W. Floyd, Sam Blisard, David W. Aha

Proceedings of the IEEE Globecom Workshops, 2020

2019

Dungeon Crawl Stone Soup as an Evaluation Domain for Artificial Intelligence.

Dustin Dannenhauer, Michael W. Floyd, Jonathan Decker, David W. Aha

CoRR, 2019

DARPA's Explainable Artificial Intelligence (XAI) Program.

David Gunning, David W. Aha

AI Mag., 2019

2018

On Reproducible AI: Towards Reproducible Research, Open Science, and Digital Scholarship in AI Publications.

Odd Erik Gundersen, Yolanda Gil, David W. Aha

AI Mag., 2018

AI Rebel Agents.

Alexandra Coman, David W. Aha

AI Mag., 2018

The 25th International Conference on Case-Based Reasoning.

David W. Aha, Kerstin Bach, Odd Erik Gundersen, Jean Lieber

AI Mag., 2018

Goal Reasoning: Foundations, Emerging Applications, and Prospects.

David W. Aha

AI Mag., 2018

Goal reasoning for autonomous underwater vehicles: Responding to unexpected agents.

Mark A. Wilson, James McMahon, Artur Wolek, David W. Aha, Brian H. Houston

AI Commun., 2018

Investigating the solution space for online iterative explanation in goal reasoning agents.

Christine Task, Mark A. Wilson, Matthew Molineaux, David W. Aha

AI Commun., 2018

Distributed discrepancy detection for a goal reasoning agent in beyond-visual-range air combat.

Justin Karneeb, Michael W. Floyd, Philip Moore, David W. Aha

AI Commun., 2018

Novel Object Discovery Using Case-Based Reasoning and Convolutional Neural Networks.

J. T. Turner, Michael W. Floyd, Kalyan Moy Gupta, David W. Aha

Proceedings of the Case-Based Reasoning Research and Development, 2018

Modeling Consecutive Task Learning with Task Graph Agendas.

David Isele, Eric Eaton, Mark Roberts, David W. Aha

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Human-Agent Teaming as a Common Problem for Goal Reasoning.

Matthew Molineaux, Michael W. Floyd, Dustin Dannenhauer, David W. Aha

Proceedings of the 2018 AAAI Spring Symposia, 2018

Learning Planning Operators from Episodic Traces.

David H. Ménager, Dongkyu Choi, Mark Roberts, David W. Aha

Proceedings of the 2018 AAAI Spring Symposia, 2018

Comparing Reward Shaping, Visual Hints, and Curriculum Learning.

Rey Pocius, David Isele, Mark Roberts, David W. Aha

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Towards Explainable NPCs: A Relational Exploration Learning Agent.

Matthew Molineaux, Dustin Dannenhauer, David W. Aha

Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Using explanations to provide transparency during trust-guided behavior adaptation.

Michael W. Floyd, David W. Aha

AI Commun., 2017

A Goal Reasoning Agent for Controlling UAVs in Beyond-Visual-Range Air Combat.

Michael W. Floyd, Justin Karneeb, Philip Moore, David W. Aha

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Case-Based Team Recognition Using Learned Opponent Models.

Michael W. Floyd, Justin Karneeb, David W. Aha

Proceedings of the Case-Based Reasoning Research and Development, 2017

Towards Deception Detection in a Language-Driven Game.

Will Hancock, Michael W. Floyd, Matthew Molineaux, David W. Aha

Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, 2017

Using Deep Learning to Automate Feature Modeling in Learning by Observation.

Michael W. Floyd, J. T. Turner, David W. Aha

Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, 2017

A New Approach to Temporal Planning with Rich Metric Temporal Properties.

Son Thanh To, Benjamin Johnson, Mark Roberts, David W. Aha

Proceedings of the Twenty-Seventh International Conference on Automated Planning and Scheduling, 2017

Using Deep Learning to Automate Feature Modeling in Learning by Observation: A Preliminary Study.

Michael W. Floyd, J. T. Turner, David W. Aha

Proceedings of the 2017 AAAI Spring Symposia, 2017

Incorporating Domain-Independent Planning Heuristics in Hierarchical Planning.

Vikas Shivashankar, Ron Alford, David W. Aha

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Dynamic Goal Recognition Using Windowed Action Sequences.

David H. Ménager, Dongkyu Choi, Michael W. Floyd, Christine Task, David W. Aha

Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017

Social Attitudes of AI Rebellion: A Framework.

Alexandra Coman, Benjamin Johnson, Gordon Briggs, David W. Aha

Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017

The AI Rebellion: Changing the Narrative.

David W. Aha, Alexandra Coman

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Leveraging Neighbor Attributes for Classification in Sparsely Labeled Networks.

Luke K. McDowell, David W. Aha

ACM Trans. Knowl. Discov. Data, 2016

Keypoint Density-based Region Proposal for Fine-Grained Object Detection and Classification using Regions with Convolutional Neural Network Features.

J. T. Turner, Kalyan Moy Gupta, Brendan Morris, David W. Aha

CoRR, 2016

Image Surveillance Assistant.

Michael Maynord, Sambit Bhattacharya, David W. Aha

Proceedings of the 2016 IEEE Winter Applications of Computer Vision Workshops, 2016

Semantic Classification of Utterances in a Language-Driven Game.

Kellen Gillespie, Michael W. Floyd, Matthew Molineaux, Swaroop Vattam, David W. Aha

Proceedings of the Computer Games - 5th Workshop on Computer Games, 2016

Hierarchical Planning: Relating Task and Goal Decomposition with Task Sharing.

Ron Alford, Vikas Shivashankar, Mark Roberts, Jeremy Frank, David W. Aha

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Incorporating Transparency During Trust-Guided Behavior Adaptation.

Michael W. Floyd, David W. Aha

Proceedings of the Case-Based Reasoning Research and Development, 2016

Cost-Optimal Algorithms for Planning with Procedural Control Knowledge.

Vikas Shivashankar, Ron Alford, Mark Roberts, David W. Aha

Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Bound to Plan: Exploiting Classical Heuristics via Automatic Translations of Tail-Recursive HTN Problems.

Ron Alford, Gregor Behnke, Daniel Höller, Pascal Bercher, Susanne Biundo, David W. Aha

Proceedings of the Twenty-Sixth International Conference on Automated Planning and Scheduling, 2016

SPARCNN: Spatially related convolutional neural networks.

J. T. Turner, Kalyan Moy Gupta, David W. Aha

Proceedings of the 2016 IEEE Applied Imagery Pattern Recognition Workshop, 2016

Keypoint density-based region proposal for fine-grained object detection using regions with convolutional neural network features.

J. T. Turner, Kalyan Moy Gupta, David W. Aha

Proceedings of the 2016 IEEE Applied Imagery Pattern Recognition Workshop, 2016

ActorSim, A Toolkit for Studying Cross-Disciplinary Challenges in Autonomy.

Mark Roberts, Laura M. Hiatt, Alexandra Coman, Dongkyu Choi, Benjamin Johnson, David W. Aha

Proceedings of the 2016 AAAI Fall Symposia, Arlington, Virginia, USA, November 17-19, 2016, 2016

Dimensionality Reduced Reinforcement Learning for Assistive Robots.

William Curran, Tim Brys, David W. Aha, Matthew E. Taylor, William D. Smart

Proceedings of the 2016 AAAI Fall Symposia, Arlington, Virginia, USA, November 17-19, 2016, 2016

Mixed Propositional Metric Temporal Logic: A New Formalism for Temporal Planning.

Son Thanh To, Mark Roberts, Thomas Apker, Benjamin Johnson, David W. Aha

Proceedings of the Planning for Hybrid Systems, 2016

2015

Convolutional Architecture Exploration for Action Recognition and Image Classification.

J. T. Turner, David W. Aha, Leslie Smith, Kalyan Moy Gupta

CoRR, 2015

Building high assurance human-centric decision systems.

Constance L. Heitmeyer, Marc Pickett, Elizabeth I. Leonard, Myla M. Archer, Indrakshi Ray, David W. Aha, J. Gregory Trafton

Autom. Softw. Eng., 2015

Tight Bounds for HTN Planning with Task Insertion (Extended Abstract).

Ron Alford, Pascal Bercher, David W. Aha

Proceedings of the Eighth Annual Symposium on Combinatorial Search, 2015

Trust-Guided Behavior Adaptation Using Case-Based Reasoning.

Michael W. Floyd, Michael Drinkwater, David W. Aha

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Tight Bounds for HTN Planning with Task Insertion.

Ron Alford, Pascal Bercher, David W. Aha

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Case-Based Plan Recognition Under Imperfect Observability.

Swaroop Vattam, David W. Aha

Proceedings of the Case-Based Reasoning Research and Development, 2015

Flexible Plan-Subplan Matching for Plan Recognition in Case-Based Agents.

Keith A. Frazer, Swaroop Vattam, David W. Aha

Proceedings of the Workshop Proceedings from The Twenty-Third International Conference on Case-Based Reasoning (ICCBR 2015), 2015

Improving Trust-Guided Behavior Adaptation Using Operator Feedback.

Michael W. Floyd, Michael Drinkwater, David W. Aha

Proceedings of the Case-Based Reasoning Research and Development, 2015

Case-Based Policy and Goal Recognition.

Hayley Borck, Justin Karneeb, Michael W. Floyd, Ron Alford, David W. Aha

Proceedings of the Case-Based Reasoning Research and Development, 2015

Learning to Estimate: A Case-Based Approach to Task Execution Prediction.

Bryan Auslander, Michael W. Floyd, Thomas Apker, Benjamin Johnson, Mark Roberts, David W. Aha

Proceedings of the Case-Based Reasoning Research and Development, 2015

Error Tolerant Plan Recognition: An Empirical Investigation.

Swaroop Vattam, David W. Aha, Michael W. Floyd

Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, 2015

Coordinating Robot Teams for Disaster Relief.

Mark Roberts, Thomas Apker, Benjamin Johnson, Bryan Auslander, Briana Wellman, David W. Aha

Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, 2015

Increasing the Runtime Speed of Case-Based Plan Recognition.

Michael Maynord, Swaroop Vattam, David W. Aha

Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, 2015

Case-Based Behavior Recognition in Beyond Visual Range Air Combat.

Hayley Borck, Justin Karneeb, Ron Alford, David W. Aha

Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, 2015

Tight Bounds for HTN Planning.

Ron Alford, Pascal Bercher, David W. Aha

Proceedings of the Twenty-Fifth International Conference on Automated Planning and Scheduling, 2015

2014

Adapting Autonomous Behavior Using an Inverse Trust Estimation.

Michael W. Floyd, Michael Drinkwater, David W. Aha

Proceedings of the Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30, 2014

Case-Based Plan Recognition Using Action Sequence Graphs.

Swaroop Vattam, David W. Aha, Michael W. Floyd

Proceedings of the Case-Based Reasoning Research and Development, 2014

How Much Do You Trust Me? Learning a Case-Based Model of Inverse Trust.

Michael W. Floyd, Michael Drinkwater, David W. Aha

Proceedings of the Case-Based Reasoning Research and Development, 2014

Case-Based Parameter Selection for Plans: Coordinating Autonomous Vehicle Teams.

Bryan Auslander, Tom Apker, David W. Aha

Proceedings of the Case-Based Reasoning Research and Development, 2014

Adapting Autonomous Behavior Based on an Estimate of an Operator's Trust.

Michael W. Floyd, Michael Drinkwater, David W. Aha

Proceedings of the 2014 AAAI Fall Symposia, Arlington, Virginia, USA, November 13-15, 2014, 2014

Learning Unknown Event Models.

Matthew Molineaux, David W. Aha

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Goal-Driven Autonomy for Responding to Unexpected Events in Strategy Simulations.

Matthew Klenk, Matthew Molineaux, David W. Aha

Comput. Intell., 2013

Multiparticipant chat analysis: A survey.

David C. Uthus, David W. Aha

Artif. Intell., 2013

Detecting Bot-Answerable Questions in Ubuntu Chat.

David C. Uthus, David W. Aha

Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

High assurance human-centric decision systems.

Constance L. Heitmeyer, Marc Pickett, Len Breslow, David W. Aha, J. Greg Trafton, Elizabeth I. Leonard

Proceedings of the 2nd International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering, 2013

Case-Based Goal-Driven Coordination of Multiple Learning Agents.

Ulit Jaidee, Héctor Muñoz-Avila, David W. Aha

Proceedings of the Case-Based Reasoning Research and Development, 2013

Domain-Independent Heuristics for Goal Formulation.

Mark A. Wilson, Matthew Molineaux, David W. Aha

Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013

Extending Word Highlighting in Multiparticipant Chat.

David C. Uthus, David W. Aha

Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013

Acquiring User Models to Test Automated Assistants.

Marc Pickett, David W. Aha, J. Gregory Trafton

Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013

User Authentication from Web Browsing Behavior.

Myriam Abramson, David W. Aha

Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013

Spontaneous Analogy by Piggybacking on a Perceptual System.

Marc Pickett, David W. Aha

Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

Labels or attributes?: rethinking the neighbors for collective classification in sparsely-labeled networks.

Luke K. McDowell, David W. Aha

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

The Ubuntu Chat Corpus for Multiparticipant Chat Analysis.

David C. Uthus, David W. Aha

Proceedings of the Analyzing Microtext, 2013

2012

Analysis of the IJCNN 2011 UTL challenge.

Isabelle Guyon, Gideon Dror, Vincent Lemaire, Daniel L. Silver, Graham W. Taylor, David W. Aha

Neural Networks, 2012

Transforming Graph Data for Statistical Relational Learning.

Ryan A. Rossi, Luke K. McDowell, David William Aha, Jennifer Neville

J. Artif. Intell. Res., 2012

Transforming Graph Representations for Statistical Relational Learning

Ryan A. Rossi, Luke K. McDowell, David W. Aha, Jennifer Neville

CoRR, 2012

Reports of the AAAI 2011 Conference Workshops.

Noa Agmon, Vikas Agrawal, David W. Aha, Yiannis Aloimonos, Donagh Buckley, Prashant Doshi, Christopher W. Geib, Floriana Grasso, Nancy L. Green, Benjamin Johnston, Burt Kaliski, Christopher Kiekintveld, Edith Law, Henry Lieberman, Ole J. Mengshoel, Ted Metzler, Joseph Modayil, Douglas W. Oard, Nilufer Onder, Barry O'Sullivan, Katerina Pastra, Doina Precup, Sowmya Ramachandran, Chris Reed, Sanem Sariel Talay, Ted Selker, Lokendra Shastri, Stephen F. Smith, Satinder Singh, Siddharth Srivastava, Gita Sukthankar, David C. Uthus, Mary-Anne Williams

AI Mag., 2012

Semi-Supervised Collective Classification via Hybrid Label Regularization.

Luke K. McDowell, David W. Aha

Proceedings of the 29th International Conference on Machine Learning, 2012

Learning and Reusing Goal-Specific Policies for Goal-Driven Autonomy.

Ulit Jaidee, Héctor Muñoz-Avila, David W. Aha

Proceedings of the Case-Based Reasoning Research and Development, 2012

Maritime Threat Detection Using Probabilistic Graphical Models.

Bryan Auslander, Kalyan Moy Gupta, David William Aha

Proceedings of the Twenty-Fifth International Florida Artificial Intelligence Research Society Conference, 2012

2011

The Case for Case-Based Transfer Learning.

Matthew Klenk, David W. Aha, Matthew Molineaux

AI Mag., 2011

Unsupervised and transfer learning challenge.

Isabelle Guyon, Gideon Dror, Vincent Lemaire, Graham W. Taylor, David W. Aha

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

Integrated Learning for Goal-Driven Autonomy.

Ulit Jaidee, Héctor Muñoz-Avila, David W. Aha

Proceedings of the IJCAI 2011, 2011

Active and Interactive Discovery of Goal Selection Knowledge.

Jay H. Powell, Matthew Molineaux, David W. Aha

Proceedings of the Twenty-Fourth International Florida Artificial Intelligence Research Society Conference, 2011

Learning Event Models that Explain Anomalies.

Matthew Molineaux, David W. Aha, Ugur Kuter

Proceedings of the Explanation-aware Computing, 2011

2010

Reports of the AAAI 2010 Conference Workshops.

David W. Aha, Mark S. Boddy, Vadim Bulitko, Artur S. d'Avila Garcez, Prashant Doshi, Stefan Edelkamp, Christopher W. Geib, Piotr J. Gmytrasiewicz, Robert P. Goldman, Pascal Hitzler, Charles L. Isbell Jr., Darsana P. Josyula, Leslie Pack Kaelbling, Kristian Kersting, Maithilee Kunda, Luís C. Lamb, Bhaskara Marthi, Keith McGreggor, Vivi Nastase, Gregory M. Provan, Anita Raja, Ashwin Ram, Mark O. Riedl, Stuart Russell, Ashish Sabharwal, Jan-Georg Smaus, Gita Sukthankar, Karl Tuyls, Ron van der Meyden, Alon Y. Halevy, Lilyana Mihalkova, Sriraam Natarajan

AI Mag., 2010

Goal-Driven Autonomy with Case-Based Reasoning.

Héctor Muñoz-Avila, Ulit Jaidee, David W. Aha, Elizabeth Carter

Proceedings of the Case-Based Reasoning. Research and Development, 2010

Applying Goal Driven Autonomy to a Team Shooter Game.

Hector Muñoz-Avila, David W. Aha, Ulit Jaidee, Matthew Klenk, Matthew Molineaux

Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010

Meta-Prediction for Collective Classification.

Luke K. McDowell, Kalyan Moy Gupta, David W. Aha

Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010

Goal-Driven Autonomy in a Navy Strategy Simulation.

Matthew Molineaux, Matthew Klenk, David W. Aha

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

Planning in Dynamic Environments: Extending HTNs with Nonlinear Continuous Effects.

Matthew Molineaux, Matthew Klenk, David W. Aha

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009

Case-Based Approximate Reasoning.

David W. Aha

Künstliche Intell., 2009

Cautious Collective Classification.

Luke K. McDowell, Kalyan Moy Gupta, David W. Aha

J. Mach. Learn. Res., 2009

Design of an Integrated Web Services Brokering System.

Frederick E. Petry, Roy Ladner, Kalyan Moy Gupta, Philip Moore, David W. Aha

Int. J. Inf. Technol. Web Eng., 2009

Case-Based Collective Inference for Maritime Object Classification.

Kalyan Moy Gupta, David W. Aha, Philip Moore

Proceedings of the Case-Based Reasoning Research and Development, 2009

Case-Based Reasoning in Transfer Learning.

David W. Aha, Matthew Molineaux, Gita Sukthankar

Proceedings of the Case-Based Reasoning Research and Development, 2009

Beating the Defense: Using Plan Recognition to Inform Learning Agents.

Matthew Molineaux, David W. Aha, Gita Sukthankar

Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, 2009

Constructing Game Agents from Video of Human Behavior.

Nan Li, David J. Stracuzzi, Gary Cleveland, Tolga Könik, Daniel G. Shapiro, Matthew Molineaux, David W. Aha, Kamal Ali

Proceedings of the Fifth Artificial Intelligence and Interactive Digital Entertainment Conference, 2009

Improving Offensive Performance Through Opponent Modeling.

Kennard R. Laviers, Gita Sukthankar, David W. Aha, Matthew Molineaux

Proceedings of the Fifth Artificial Intelligence and Interactive Digital Entertainment Conference, 2009

2008

Soft computing techniques for web services brokering.

Roy Ladner, Frederick E. Petry, Kalyan Moy Gupta, Elizabeth Warner, Philip Moore, David W. Aha

Soft Comput., 2008

Learning Continuous Action Models in a Real-Time Strategy Environment.

Matthew Molineaux, David W. Aha, Philip Moore

Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008

IMT: A Mixed-Initiative Data Mapping and Search Toolkit.

Michael Zang, Adam Gray, Joe Kriege, Kalyan Moy Gupta, David W. Aha

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

Enabling the Interoperability of Large-Scale Legacy Systems.

Kalyan Moy Gupta, Michael Zang, Adam Gray, David W. Aha, Joe Kriege

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007

Knowledge acquisition for adaptive game AI.

Marc J. V. Ponsen, Pieter Spronck, Héctor Muñoz-Avila, David W. Aha

Sci. Comput. Program., 2007

The Ins and Outs of Critiquing.

David McSherry, David W. Aha

Proceedings of the IJCAI 2007, 2007

Mixed-Initiative Relaxation of Constraints in Critiquing Dialogues.

David McSherry, David W. Aha

Proceedings of the Case-Based Reasoning Research and Development, 2007

Case-Based Collective Classification.

Luke K. McDowell, Kalyan Moy Gupta, David W. Aha

Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference, 2007

Cautious Inference in Collective Classification.

Luke K. McDowell, Kalyan Moy Gupta, David W. Aha

Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006

Automatically Generating Game Tactics through Evolutionary Learning.

Marc J. V. Ponsen, Hector Muñoz-Avila, Pieter Spronck, David W. Aha

AI Mag., 2006

Avoiding Long and Fruitless Dialogues in Critiquing.

David McSherry, David W. Aha

Proceedings of the Research and Development in Intelligent Systems XXIII, 2006

Rough Set Feature Selection Algorithms for Textual Case-Based Classification.

Kalyan Moy Gupta, David W. Aha, Philip Moore

Proceedings of the Advances in Case-Based Reasoning, 8th European Conference, 2006

A Testbed for Evaluating AI Research Systems in Commercial Games.

David W. Aha, Matthew Molineaux, Philip Moore

Proceedings of the Second Artificial Intelligence and Interactive Digital Entertainment Conference, 2006

2005

Advances in conversational case-based reasoning.

David W. Aha, David McSherry, Qiang Yang

Knowl. Eng. Rev., 2005

Case-based reasoning commentaries: introduction.

David W. Aha, Cindy Marling, Ian D. Watson

Knowl. Eng. Rev., 2005

Learning Preconditions for Planning from Plan Traces and HTN Structure.

Okhtay Ilghami, Dana S. Nau, Héctor Muñoz-Avila, David W. Aha

Comput. Intell., 2005

Rough Set Feature Selection Methods for Case-Based Categorization of Text Documents.

Kalyan Moy Gupta, Philip G. Moore, David W. Aha, Sankar K. Pal

Proceedings of the Pattern Recognition and Machine Intelligence, 2005

Conversational Case-Based Reasoning.

David W. Aha

Proceedings of the Pattern Recognition and Machine Intelligence, 2005

Learning approximate preconditions for methods in hierarchical plans.

Okhtay Ilghami, Héctor Muñoz-Avila, Dana S. Nau, David W. Aha

Proceedings of the Machine Learning, 2005

Evaluating Case-Based Systems in Virtual Games.

Keith Needels, Matthew Molineaux, David W. Aha

Proceedings of the 6th International Conference on Case-Based Reasoning, 2005

Learning to Win: Case-Based Plan Selection in a Real-Time Strategy Game.

David W. Aha, Matthew Molineaux, Marc J. V. Ponsen

Proceedings of the Case-Based Reasoning, 2005

Automating Planning Using Natural Language.

Kalyan Moy Gupta, David W. Aha

Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, 2005

Automatically Acquiring Domain Knowledge For Adaptive Game AI Using Evolutionary Learning.

Marc J. V. Ponsen, Héctor Muñoz-Avila, Pieter Spronck, David W. Aha

Proceedings of the Proceedings, 2005

TIELT: A Testbed for Gaming Environments.

Matthew Molineaux, David W. Aha

Proceedings of the Proceedings, 2005

2004

Towards Acquiring Case Indexing Taxonomies From Text.

Kalyan Moy Gupta, David W. Aha

Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

Learning Feature Taxonomies for Case Indexing.

Kalyan Moy Gupta, David W. Aha, Philip G. Moore

Proceedings of the Advances in Case-Based Reasoning, 7th European Conference, 2004

2003

Intelligent delivery of military lessons learned.

Rosina Weber, David W. Aha

Decis. Support Syst., 2003

Assessing Elaborated Hypotheses: An Interpretive Case-Based Reasoning Approach.

J. William Murdock, David W. Aha, Len Breslow

Proceedings of the Case-Based Reasoning Research and Development, 2003

Case-Based Argumentation via Process Models.

J. William Murdock, David W. Aha, Len Breslow

Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference, 2003

2002

Case-Based Reasoning Integrations.

Cynthia R. Marling, Mohammed H. Sqalli, Edwina L. Rissland, Héctor Muñoz-Avila, David W. Aha

AI Mag., 2002

Identifying sensory processing requirements for an on-road driving application of 4D/RCS.

John A. Horst, Anthony J. Barbera, Craig Schlenoff, David W. Aha

Proceedings of the Mobile Robots XVII, Philadelphia, PA, USA, October 25, 2004, 2002

Task analysis of autonomous on-road driving.

Anthony J. Barbera, John A. Horst, Craig Schlenoff, David W. Aha

Proceedings of the Mobile Robots XVII, Philadelphia, PA, USA, October 25, 2004, 2002

Intelligent elicitation of military lessons.

Rosina Weber, David W. Aha

Proceedings of the 7th International Conference on Intelligent User Interfaces, 2002

Causal Query Elaboration in Conversational Case-Based Reasoning.

David W. Aha, Kalyan Moy Gupta

Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference, 2002

Exploiting Taxonomic and Causal Relations in Conversational Case Retrieval.

Kalyan Moy Gupta, David W. Aha, Nabil Sandhu

Proceedings of the Advances in Case-Based Reasoning, 6th European Conference, 2002

CaMeL: Learning Method Preconditions for HTN Planning.

Okhtay Ilghami, Dana S. Nau, Héctor Muñoz-Avila, David W. Aha

Proceedings of the Sixth International Conference on Artificial Intelligence Planning Systems, 2002

2001

Intelligent lessons learned systems.

Rosina Weber, David W. Aha, Irma Becerra-Fernandez

Expert Syst. Appl., 2001

Introduction: Interactive Case-Based Reasoning.

David W. Aha, Héctor Muñoz-Avila

Appl. Intell., 2001

Conversational Case-Based Reasoning.

David W. Aha, Len Breslow, Héctor Muñoz-Avila

Appl. Intell., 2001

AAAI 2000 Workshop Reports.

Yves Lespérance, Gerd Wagner, William P. Birmingham, Kurt D. Bollacker, Alexander Nareyek, J. Paul Walser, David W. Aha, Timothy W. Finin, Benjamin N. Grosof, Nathalie Japkowicz, Robert Holte, Lise Getoor, Carla P. Gomes, Holger H. Hoos, Alan C. Schultz, Miroslav Kubat, Tom M. Mitchell, Jörg Denzinger, Yolanda Gil, Karen L. Myers, Claudio Bettini, Angelo Montanari

AI Mag., 2001

SiN: Integrating Case-based Reasoning with Task Decomposition.

Héctor Muñoz-Avila, David W. Aha, Dana S. Nau, Rosina Weber, Len Breslow, Fusun Yaman

Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, 2001

Bridging the Lesson Distribution Gap.

David W. Aha, Rosina Weber, Héctor Muñoz-Avila, Len Breslow, Kalyan Moy Gupta

Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, 2001

2000

Reports on the AAAI 1999 Workshop Program.

Brian Drabble, Laurent Chaudron, Catherine Tessier, Sue Abu-Hakima, Steven Willmott, Jim Austin, Boi Faltings, Eugene C. Freuder, Gerhard Friedrich, Alex Alves Freitas, Ulises Cortés, Miquel Sànchez-Marrè, David W. Aha, Irma Becerra-Fernandez, Héctor Muñoz-Avila, Aditya Ghose, Tim Menzies, Ken Satoh, Mary Elaine Califf, Michael T. Cox, Sandip Sen, Patrick Brézillon, Jean-Charles Pomerol, Roy M. Turner, Elise H. Turner

AI Mag., 2000

An Intelligent Lessons Learned Process.

Rosina Weber, David W. Aha, Héctor Muñoz-Avila, Len Breslow

Proceedings of the Foundations of Intelligent Systems, 12th International Symposium, 2000

Active Case-Based Reasoning for Lessons Delivery System.

Rosina Weber, David W. Aha, Karl Branting, J. Robert Lucas, Irma Becerra-Fernandez

Proceedings of the Thirteenth International Florida Artificial Intelligence Research Society Conference, 2000

Active Delivery for Lessons Learned Systems.

Rosina Weber, David W. Aha, Héctor Muñoz-Avila, Len Breslow

Proceedings of the Advances in Case-Based Reasoning, 5th European Workshop, 2000

Integrating Conversational Case Retrieval with generative Planning.

Héctor Muñoz-Avila, David W. Aha, Len Breslow, Dana S. Nau, Rosina Weber-Lee

Proceedings of the Advances in Case-Based Reasoning, 5th European Workshop, 2000

1999

Using Guidelines to Constrain Interactive Case-Based HTN Planning.

Héctor Muñoz-Avila, Daniel C. McFarlane, David W. Aha, Len Breslow, James A. Ballas, Dana S. Nau

Proceedings of the Case-Based Reasoning and Development, Third International Conference, 1999

The AAAI-99 KM/CBR Workshop: Summary of Contributions.

David W. Aha

Proceedings of the Challenges for Case-Based Reasoning, 1999

Case-Based Problem Solving for Knowledge Management Systems.

Irma Becerra-Fernandez, David W. Aha

Proceedings of the Twelfth International Florida Artificial Intelligence Research Society Conference, 1999

HICAP: An Interactive Case-Based Planning Architecture and its Application to Noncombatant Evacuation Operations.

Héctor Muñoz-Avila, David W. Aha, Len Breslow, Dana S. Nau

Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999

1998

The omnipresence of case-based reasoning in science and application.

David W. Aha

Knowl. Based Syst., 1998

A Probabilistic Framework for Memory-Based Reasoning.

Simon Kasif, Steven Salzberg, David L. Waltz, John Rachlin, David W. Aha

Artif. Intell., 1998

Supporting Dialogue Inferencing in Conversational Case-Based Reasoning.

David W. Aha, Tucker Maney, Len Breslow

Proceedings of the Advances in Case-Based Reasoning, 4th European Workshop, 1998

Error-Correcting Output Codes for Local Learners.

Francesco Ricci, David W. Aha

Proceedings of the Machine Learning: ECML-98, 1998

1997

Simplifying decision trees: A survey.

Leonard A. Breslow, David W. Aha

Knowl. Eng. Rev., 1997

A Review and Empirical Evaluation of Feature Weighting Methods for a Class of Lazy Learning Algorithms.

Dietrich Wettschereck, David W. Aha, Takao Mohri

Artif. Intell. Rev., 1997

Editorial.

David W. Aha

Artif. Intell. Rev., 1997

Refining Conversational Case Libraries.

David W. Aha, Len Breslow

Proceedings of the Case-Based Reasoning Research and Development, 1997

Case-Based Learning: Beyond Classification of Feature Vectors.

David W. Aha, Dietrich Wettschereck

Proceedings of the Machine Learning: ECML-97, 1997

Comparing Tree-Simplification Procedures.

Leonard A. Breslow, David W. Aha

Proceedings of the Sixth International Workshop on Artificial Intelligence and Statistics, 1997

1995

Stratified Case-Based Reasoning: Reusing Hierarchical Problem Solving Episodes.

Karl Branting, David W. Aha

Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 1995

Weighting Features.

Dietrich Wettschereck, David W. Aha

Proceedings of the Case-Based Reasoning Research and Development, 1995

A Comparative Evaluation of Sequential Feature Selection Algorithms.

David W. Aha, Richard L. Bankert

Proceedings of the Learning from Data, 1995

1994

Towards a Better Understanding of Memory-based Reasoning Systems.

John Rachlin, Simon Kasif, Steven Salzberg, David W. Aha

Proceedings of the Machine Learning, 1994

Learning Recursive Relations with Randomly Selected Small Training Sets.

David W. Aha, Stephane Lapointe, Charles X. Ling, Stan Matwin

Proceedings of the Machine Learning, 1994

Inverting Implication with Small Training Sets.

David W. Aha, Stephane Lapointe, Charles X. Ling, Stan Matwin

Proceedings of the Machine Learning: ECML-94, 1994

1993

Integrating machine learning with knowledge-based systems.

David W. Aha

Proceedings of the First New Zealand International Two-Stream Conference on Artificial Neural Networks and Expert Systems, 1993

1992

Tolerating Noisy, Irrelevant and Novel Attributes in Instance-Based Learning Algorithms.

David W. Aha

Int. J. Man Mach. Stud., 1992

Generalizing from Case studies: A Case Study.

David W. Aha

Proceedings of the Ninth International Workshop on Machine Learning (ML 1992), 1992

1991

Instance-Based Learning Algorithms.

David W. Aha, Dennis F. Kibler, Marc K. Albert

Mach. Learn., 1991

Incremental Constructive Induction: An Instance-Based Approach.

David W. Aha

Proceedings of the Eighth International Workshop (ML91), 1991

Analyses of Instance-Based Learning Algorithms.

Marc K. Albert, David W. Aha

Proceedings of the 9th National Conference on Artificial Intelligence, 1991

1989

Instance-based prediction of real-valued attributes.

Dennis F. Kibler, David W. Aha, Marc K. Albert

Comput. Intell., 1989

Noise-Tolerant Instance-Based Learning Algorithms.

David W. Aha, Dennis F. Kibler

Proceedings of the 11th International Joint Conference on Artificial Intelligence. Detroit, 1989

Incremental, Instance-Based Learning of Independent and Graded Concept Descriptions.

David W. Aha

Proceedings of the Sixth International Workshop on Machine Learning (ML 1989), 1989

1988

Comparing Instance-Averaging with Instance-Filtering Learning Algorithms.

Dennis F. Kibler, David W. Aha

Proceedings of the Third European Working Session on Learning, 1988