Human-Centric Goal Reasoning with Ripple-Down Rules

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

Subject Terms: Computer Science - Robotics, Computer Science - Artificial Intelligence, Computer Science - Multiagent Systems

Access URL: http://arxiv.org/abs/2402.10224

Interpretable ML for Imbalanced Data

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

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2212.07743

Exploiting Text Data to Improve Critical Care Mortality Prediction

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

Source: 2020 IEEE Globecom Workshops (GC Wkshps Globecom Workshops (GC Wkshps), 2020 IEEE. :1-7 Dec, 2020

Relation: 2020 IEEE Globecom Workshops (GC Wkshps)

Self-directed Learning of Action Models using Exploratory Planning

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

Subject Terms: Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2203.03485

Evaluating Autonomous Behaviors for Plume Tracking

Authors: Rempe, Anna N., Wilson, Mark A., Aha, David W.

Source: OCEANS 2018 MTS/IEEE Charleston MTS/IEEE Charleston, OCEANS 2018. :1-5 Oct, 2018

Relation: OCEANS 2018 MTS/IEEE Charleston

Understanding imbalanced data: XAI & interpretable ML framework.

Authors: Dablain, Damien¹, Bellinger, Colin², Krawczyk, Bartosz³, Aha, David W.⁴, Chawla, Nitesh¹, nchawla@nd.edu

Source: Machine Learning; Jun2024, Vol. 113 Issue 6, p3751-3769, 19p

Dungeon Crawl Stone Soup as an Evaluation Domain for Artificial Intelligence

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

Subject Terms: Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/1902.01769

Maritime threat detection using plan recognition

Authors: Auslander, Bryan, Gupta, Kalyan Moy, Aha, David W.

Source: 2012 IEEE Conference on Technologies for Homeland Security (HST) Homeland Security (HST), 2012 IEEE Conference on Technologies for. :249-254 Nov, 2012

Relation: 2012 IEEE International Conference on Technologies for Homeland Security (HST)

Unsupervised and transfer learning challenge

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

Source: The 2011 International Joint Conference on Neural Networks Neural Networks (IJCNN), The 2011 International Joint Conference on. :793-800 Jul, 2011

Relation: 2011 International Joint Conference on Neural Networks (IJCNN 2011 - San Jose)

Case-Based Gesture Interface for Multiagent Formation Control
28th International conference on case-based reasoning, ICCBR

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

Source: Lecture notes in computer science. 12311:295-308

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN606390165&indx=1&recIds=ETOCCN606390165

Cost-Optimal Algorithms for Planning with Procedural Control Knowledge

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

Subject Terms: Computer Science - Artificial Intelligence, I.2.8

Access URL: http://arxiv.org/abs/1607.01729

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

Authors: Turner, JT, Gupta, Kalyan, Morris, Brendan, Aha, David W.

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/1603.00502

Spontaneous Analogy by Piggybacking on a Perceptual System

Authors: Pickett, Marc, Aha, David W.

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Learning

Access URL: http://arxiv.org/abs/1310.2955

Novel Object Discovery Using Case-Based Reasoning and Convolutional Neural Networks
Case-based reasoning research and development (International conference)

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

Source: Lecture notes in computer science. 11156:399-414

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN604331697&indx=1&recIds=ETOCCN604331697

Transforming Graph Representations for Statistical Relational Learning

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

Subject Terms: Statistics - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Learning, Computer Science - Social and Information Networks, I.2, I.2.6, H.2.8, H.3.3

Access URL: http://arxiv.org/abs/1204.0033

The AI Rebellion: Changing the Narrative
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, Twenty-Ninth Innovative Applications of Artificial Intelligence Conference, Seventh Symposium on Educational Advances in Artificial Intelligence

Authors: Aha, David W., Coman, Alexandra

Source: Proceedings of the National Conference on Artificial Intelligence. 31(6):4826-4830

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN604630330&indx=1&recIds=ETOCCN604630330

Incorporating Domain-Independent Planning Heuristics in Hierarchical Planning
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, Twenty-Ninth Innovative Applications of Artificial Intelligence Conference, Seventh Symposium on Educational Advances in Artificial Intelligence

Authors: Shivashankar, Vikas, Alford, Ron, Aha, David W.

Source: Proceedings of the National Conference on Artificial Intelligence. 31(5):3658-3664

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN604628657&indx=1&recIds=ETOCCN604628657

Case-Based Team Recognition Using Learned Opponent Models
Case-based reasoning (International conference)

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

Source: Lecture notes in computer science. 10339:123-138

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN602522707&indx=1&recIds=ETOCCN602522707

Semantic Classification of Utterances in a Language-Driven Game
Computer games (Workshop)

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

Source: Communications in computer and information science. 705:116-132

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN602387160&indx=1&recIds=ETOCCN602387160

DARPA's Explainable Artificial Intelligence Program

Authors: Gunning, David, Aha, David W.

Source: AI magazine. 40(2):44-58

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100192677693.0x000001&indx=1&recIds=ETOCvdc_100192677693.0x000001