Douglas H. Fisher

According to our database, Douglas H. Fisher authored at least 75 papers between 1985 and 2024.

Collaborative distances:

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

2024

Reasoning Beyond Bias: A Study on Counterfactual Prompting and Chain of Thought Reasoning.

Kyle Moore, Jesse Roberts, Thao Pham, Douglas H. Fisher

CoRR, 2024

Large Language Model Recall Uncertainty is Modulated by the Fan Effect.

Jesse Roberts, Kyle Moore, Thao Pham, Oseremhen Ewaleifoh, Douglas H. Fisher

CoRR, 2024

Do Large Language Models Learn Human-Like Strategic Preferences?

Jesse Roberts, Kyle Moore, Douglas H. Fisher

CoRR, 2024

The Base-Rate Effect on LLM Benchmark Performance: Disambiguating Test-Taking Strategies from Benchmark Performance.

Kyle Moore, Jesse Roberts, Thao Pham, Oseremhen Ewaleifoh, Douglas H. Fisher

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Using Artificial Populations to Study Psychological Phenomena in Neural Models.

Jesse Roberts, Kyle Moore, Drew Wilenzick, Douglas H. Fisher

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2020

pReview: The Artificially Intelligent Conference Reviewer.

Jesse Roberts, Douglas H. Fisher

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Extending the Philosophy of Computational Criticism.

Jesse Roberts, Douglas H. Fisher

Proceedings of the Eleventh International Conference on Computational Creativity, 2020

2019

Computational sustainability: computing for a better world and a sustainable future.

Carla P. Gomes, Thomas G. Dietterich, Christopher Barrett, Jon Conrad, Bistra Dilkina, Stefano Ermon, Fei Fang, Andrew Farnsworth, Alan Fern, Xiaoli Z. Fern, Daniel Fink, Douglas H. Fisher, Alexander Flecker, Daniel Freund, Angela Fuller, John M. Gregoire, John E. Hopcroft, Steve Kelling, J. Zico Kolter, Warren B. Powell, Nicole D. Sintov, John S. Selker, Bart Selman, Daniel Sheldon, David B. Shmoys, Milind Tambe, Weng-Keen Wong, Christopher Wood, Xiaojian Wu, Yexiang Xue, Amulya Yadav, Abdul-Aziz Yakubu, Mary Lou Zeeman

Commun. ACM, 2019

Critique as Creativity: Towards Developing Computational Commentators on Creative Works.

Douglas H. Fisher, Haerin Shin

Proceedings of the Tenth International Conference on Computational Creativity, 2019

Region Radio: An AI that Finds and Tells Stories about Places.

Douglas H. Fisher, Emily Markert, Abigail Roberts, Kamala Varma

Proceedings of the Tenth International Conference on Computational Creativity, 2019

2018

Integrating Social Good into CS Education.

Douglas H. Fisher, Jacqueline Cameron, Tamara L. Clegg, Stephanie E. August

Proceedings of the 49th ACM Technical Symposium on Computer Science Education, 2018

Who downloads online content and why?

Katherine A. Brady, Gayathri Narasimham, Douglas H. Fisher

Proceedings of the Fifth Annual ACM Conference on Learning at Scale, 2018

Is Scrolling Disrupting While Reading?

Katherine A. Brady, Sun-Joo Cho, Gayathri Narasimham, Douglas H. Fisher, Amanda Goodwin

Proceedings of the Rethinking learning in the digital age: Making the Learning Sciences count, 2018

2017

Establishing Conventions for Citing Educational Materials (Abstract Only).

Douglas H. Fisher

Proceedings of the 2017 ACM SIGCSE Technical Symposium on Computer Science Education, 2017

Pass the Idea Please: The Relationship between Network Position, Direct Engagement, and Course Performance in MOOCs.

Stacey L. Houston II, Katherine A. Brady, Gayathri Narasimham, Douglas H. Fisher

Proceedings of the Fourth ACM Conference on Learning @ Scale, 2017

A Selected Summary of AI for Computational Sustainability.

Douglas H. Fisher

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

2016

Online Courses.

Douglas H. Fisher

Proceedings of the Handbook of Science and Technology Convergence, 2016

Incorporating Sustainability into Computing Education.

Douglas H. Fisher, Zimei Bian, Selina Chen

IEEE Intell. Syst., 2016

Exploring the Effects of Lightweight Social Incentives on Learner Performance in MOOCs.

Katherine A. Brady, Douglas H. Fisher, Gayathri Narasimham

Proceedings of the Third ACM Conference on Learning @ Scale, 2016

Meal Planning from an Abstraction Hierarchy of Menus and Recipes.

Douglas H. Fisher

Proceedings of the Workshops Proceedings for the Twenty-fourth International Conference on Case-Based Reasoning (ICCBR 2016), Atlanta, Georgia, USA, October 31, 2016

2015

Blended CS Courses using Massive, Open, Online Courses (and other Online Resources) (Abstract Only).

Douglas H. Fisher, Janet E. Burge, Mary Lou Maher, Jerry Roth

Proceedings of the 46th ACM Technical Symposium on Computer Science Education, 2015

Behavior Prediction in MOOCs using Higher Granularity Temporal Information.

Cheng Ye, John S. Kinnebrew, Gautam Biswas, Brent J. Evans, Douglas H. Fisher, Gayathri Narasimham, Katherine A. Brady

Proceedings of the Second ACM Conference on Learning @ Scale, 2015

2014

Leveraging AI Teaching in the Cloud for AI Teaching on Campus.

Douglas H. Fisher

AI Mag., 2014

The past, present, and future of MOOCs and their relevance to software engineering.

Balakrishnan Dasarathy, Kevin J. Sullivan, Douglas C. Schmidt, Douglas H. Fisher, Adam A. Porter

Proceedings of the on Future of Software Engineering, 2014

2013

Teaching Computational Thinking Skills in C3STEM with Traffic Simulation.

Anton Dukeman, Faruk Caglar, Shashank Shekhar, John S. Kinnebrew, Gautam Biswas, Douglas H. Fisher, Aniruddha S. Gokhale

Proceedings of the Human-Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data, 2013

Computational Models of Surprise as a Mechanism for Evaluating Creative Design, .

Mary Lou Maher, Douglas H. Fisher, Kate Brady

Proceedings of the Fourth International Conference on Computational Creativity, 2013

2012

Recent Advances in AI for Computational Sustainability.

Douglas H. Fisher

IEEE Intell. Syst., 2012

Incorporating Computational Sustainability into AI Education through a Freely-Available, Collectively-Composed Supplementary Lab Text.

Douglas H. Fisher, Bistra Dilkina, Eric Eaton, Carla Gomes

Proceedings of the Third Symposium on Education Advances in Artificial Intelligence, 2012

2011

Computing and AI for a Sustainable Future.

Douglas H. Fisher

IEEE Intell. Syst., 2011

Reports of the AAAI 2011 Spring Symposia.

Mark Buller, Paul Cuddihy, Ernest Davis, Patrick Doherty, Finale Doshi-Velez, Esra Erdem, Douglas H. Fisher, Nancy L. Green, Knut Hinkelmann, Mary Lou Maher, James McLurkin, Rajiv T. Maheswaran, Sara Rubinelli, Nathan Schurr, Donia Scott, Dylan A. Shell, Pedro A. Szekely, Barbara Thönssen, Arnold B. Urken

AI Mag., 2011

Free Play in Contemplative Ambient Intelligence.

Douglas H. Fisher, Mary Lou Maher

Proceedings of the Ambient Intelligence, 2011

Towards Grammars for Cradle-to-Cradle Design.

Douglas H. Fisher, Mary Lou Maher

Proceedings of the Artificial Intelligence and Sustainable Design, 2011

Organizing Committee.

Douglas H. Fisher, Mary Lou Maher

Proceedings of the Artificial Intelligence and Sustainable Design, 2011

Preface.

Douglas H. Fisher, Mary Lou Maher

Proceedings of the AI and Health Communication, 2011

2008

AI and Developing Socially-Engaged Computational Thinkers.

Douglas H. Fisher

Proceedings of the Using AI to Motivate Greater Participation in Computer Science, 2008

2007

Ensemble Stump Classifiers and Gene Expression Signatures in Lung Cancer.

Lewis J. Frey, Mary E. Edgerton, Douglas H. Fisher, Shawn Levy

Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007

2006

Bootstrapping rule induction to achieve rule stability and reduction.

Lemuel R. Waitman, Douglas H. Fisher, Paul H. King

J. Intell. Inf. Syst., 2006

Backward chaining rule induction.

Douglas H. Fisher, Mary E. Edgerton, Zhihua Chen, Lianhong Tang, Lewis J. Frey

Intell. Data Anal., 2006

2005

Searching for Meaningful Feature Interactions with Backward-Chaining Rule Induction.

Douglas H. Fisher, Mary E. Edgerton, Lianhong Tang, Lewis J. Frey, Zhihua Chen

Proceedings of the Advances in Intelligent Data Analysis VI, 2005

Using Prior Knowledge and Rule Induction Methods to Discover Molecular Markers of Prognosis in Lung Cancer.

Lewis J. Frey, Mary E. Edgerton, Douglas H. Fisher, Lianhong Tang, Zhihua Chen

Proceedings of the AMIA 2005, 2005

2003

Bootstrapping Rule Induction.

Lemuel R. Waitman, Douglas H. Fisher, Paul H. King

Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

Identifying Markov Blankets with Decision Tree Induction.

Lewis J. Frey, Douglas H. Fisher, Ioannis Tsamardinos, Constantin F. Aliferis, Alexander R. Statnikov

Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

2002

Editorial.

Douglas H. Fisher

Mach. Learn., 2002

2001

Introduction.

Douglas H. Fisher

Mach. Learn., 2001

2000

Advances in intelligent data analysis.

David J. Hand, Douglas H. Fisher, Michael R. Berthold

Intell. Data Anal., 2000

An empirical analysis of techniques for constructing and searching k-dimensional trees.

Douglas A. Talbert, Douglas H. Fisher

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000

1999

Exploiting Sample-Data Distributions to Reduce the Cost of Nearest-Neighbor Searches with Kd-Trees.

Douglas A. Talbert, Douglas H. Fisher

Proceedings of the Advances in Intelligent Data Analysis, Third International Symposium, 1999

OPT-KD: An Algorithm for Optimizing Kd-Trees.

Douglas A. Talbert, Douglas H. Fisher

Proceedings of the Sixteenth International Conference on Machine Learning (ICML 1999), Bled, Slovenia, June 27, 1999

Modeling decision tree performance with the power law.

Lewis J. Frey, Douglas H. Fisher

Proceedings of the Seventh International Workshop on Artificial Intelligence and Statistics, 1999

1998

ITERATE: a conceptual clustering algorithm for data mining.

Gautam Biswas, Jerry B. Weinberg, Douglas H. Fisher

IEEE Trans. Syst. Man Cybern. Part C, 1998

A Review of the Fourteenth International Conference on Machine Learning.

Lewis J. Frey, Cen Li, Douglas A. Talbert, Douglas H. Fisher

Intell. Data Anal., 1998

1997

Inference using Probabilistic Concept Trees.

Douglas H. Fisher, Douglas A. Talbert

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

1996

Iterative Optimization and Simplification of Hierarchical Clusterings.

Douglas H. Fisher

J. Artif. Intell. Res., 1996

1994

Overcoming Process Delays with Decision Tree Induction.

Bob Evans, Douglas H. Fisher

IEEE Expert, 1994

1993

Applying AI Clustering to Engineering Tasks.

Douglas H. Fisher, Ling Xu, James R. Carnes, Yoram Reich, Steven J. Fenves, Jason Chen, Richard G. Shiavi, Gautam Biswas, Jerry B. Weinberg

IEEE Expert, 1993

1992

Quadruped Mammals.

Pat Langley, Douglas H. Fisher

Dataset, August, 1992

Ordering Effects in Clustering.

Douglas H. Fisher, Ling Xu, Nazih Zard

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

1991

Concept Formation over Explanations and Problem-Solving Experience.

Jungsoon P. Yoo, Douglas H. Fisher

Proceedings of the 12th International Joint Conference on Artificial Intelligence. Sydney, 1991

Identifying Cost Effective Boundaries of Operationality.

Jungsoon P. Yoo, Douglas H. Fisher

Proceedings of the Eighth International Workshop (ML91), 1991

Combining Evidence of Deep and Surface Similarity.

Douglas H. Fisher, Jungsoon P. Yoo

Proceedings of the Eighth International Workshop (ML91), 1991

1990

Statistical guidance in symbolic learning.

Douglas H. Fisher, Philip K. Chan

Ann. Math. Artif. Intell., 1990

Improving Planning Efficient by Conceptual Clustering.

Hua Yang, Douglas H. Fisher, Hubertus Franke

Proceedings of the Third International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 1990, July 15-18, 1990, The Mills House Hotel, Charleston, SC, USA, 1990

Search Control, Utility, and Concept Induction.

Brian M. Carlson, Jerry B. Weinberg, Douglas H. Fisher

Proceedings of the Machine Learning, 1990

1989

Models of Incremental Concept Formation.

John H. Gennari, Pat Langley, Douglas H. Fisher

Artif. Intell., 1989

An Empirical Comparison of ID3 and Back-propagation.

Douglas H. Fisher, Kathleen B. McKusick

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

Noise-Tolerant Conceptual Clustering.

Douglas H. Fisher

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

Conceptual Clustering of Explanations.

Jungsoon P. Yoo, Douglas H. Fisher

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

Conceptual Clustering of Mean-Ends Plans.

Hua Yang, Douglas H. Fisher

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

Processing Issues in Comparisons of Symbolic and Connectionist Learning Systems.

Douglas H. Fisher, Kathleen B. McKusick, Raymond J. Mooney, Jude W. Shavlik, Geoffrey G. Towell

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

1988

Concept Simplification and Prediction Accuracy.

Douglas H. Fisher, Jeffrey C. Schlimmer

Proceedings of the Machine Learning, 1988

A Computational Account of Basic Level and Typicality Effects.

Douglas H. Fisher

Proceedings of the 7th National Conference on Artificial Intelligence, 1988

1987

Knowledge Acquisition via Incremental Conceptual Clustering.

Douglas H. Fisher

Mach. Learn., 1987

Improving Inference through Conceptual Clustering.

Douglas H. Fisher

Proceedings of the 6th National Conference on Artificial Intelligence. Seattle, 1987

1986

A Case Study of Incremental Concept Induction.

Jeffrey C. Schlimmer, Douglas H. Fisher

Proceedings of the 5th National Conference on Artificial Intelligence. Philadelphia, 1986

1985

Approaches to Conceptual Clustering.

Douglas H. Fisher, Pat Langley

Proceedings of the 9th International Joint Conference on Artificial Intelligence. Los Angeles, 1985