Douglas H. Fisher

Publication Activity (10 Years)

Years Active: 1985-2024
Publications (10 Years): 20

Top Topics

Recent Advances

Educational Materials

Online Resources

Top Venues

Publications

Jesse Roberts, Kyle Moore, Thao Pham, Oseremhen Ewaleifoh, Douglas H. Fisher
Large Language Model Recall Uncertainty is Modulated by the Fan Effect. CoRR (2024)
Jesse Roberts, Kyle Moore, Douglas H. Fisher
Do Large Language Models Learn Human-Like Strategic Preferences? CoRR (2024)
Kyle Moore, Jesse Roberts, Thao Pham, Oseremhen Ewaleifoh, Douglas H. Fisher
The Base-Rate Effect on LLM Benchmark Performance: Disambiguating Test-Taking Strategies from Benchmark Performance. CoRR (2024)
Jesse Roberts, Kyle Moore, Drew Wilenzick, Douglas H. Fisher
Using Artificial Populations to Study Psychological Phenomena in Neural Models. AAAI (2024)
Jesse Roberts, Kyle Moore, Drew Wilenzick, Douglas H. Fisher
Using Artificial Populations to Study Psychological Phenomena in Neural Models. CoRR (2023)
Jesse Roberts, Douglas H. Fisher
pReview: The Artificially Intelligent Conference Reviewer. ICMLA (2020)
Jesse Roberts, Douglas H. Fisher
Extending the Philosophy of Computational Criticism. ICCC (2020)
Douglas H. Fisher, Haerin Shin
Critique as Creativity: Towards Developing Computational Commentators on Creative Works. ICCC (2019)
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
Computational sustainability: computing for a better world and a sustainable future. Commun. ACM 62 (9) (2019)
Douglas H. Fisher, Emily Markert, Abigail Roberts, Kamala Varma
Region Radio: An AI that Finds and Tells Stories about Places. ICCC (2019)
Douglas H. Fisher, Jacqueline Cameron, Tamara L. Clegg, Stephanie E. August
Integrating Social Good into CS Education. SIGCSE (2018)
Katherine A. Brady, Gayathri Narasimham, Douglas H. Fisher
Who downloads online content and why? L@S (2018)
Katherine A. Brady, Sun-Joo Cho, Gayathri Narasimham, Douglas H. Fisher, Amanda Goodwin
Is Scrolling Disrupting While Reading? ICLS (2018)
Douglas H. Fisher
Establishing Conventions for Citing Educational Materials (Abstract Only). SIGCSE (2017)
Douglas H. Fisher
A Selected Summary of AI for Computational Sustainability. AAAI (2017)
Stacey L. Houston II, Katherine A. Brady, Gayathri Narasimham, Douglas H. Fisher
Pass the Idea Please: The Relationship between Network Position, Direct Engagement, and Course Performance in MOOCs. L@S (2017)
Douglas H. Fisher
Recent Advances in AI for Computational Sustainability. IEEE Intell. Syst. 31 (4) (2016)
Katherine A. Brady, Douglas H. Fisher, Gayathri Narasimham
Exploring the Effects of Lightweight Social Incentives on Learner Performance in MOOCs. L@S (2016)
Douglas H. Fisher
Meal Planning from an Abstraction Hierarchy of Menus and Recipes. ICCBR Workshops (2016)
Douglas H. Fisher, Zimei Bian, Selina Chen
Incorporating Sustainability into Computing Education. IEEE Intell. Syst. 31 (5) (2016)
Cheng Ye, John S. Kinnebrew, Gautam Biswas, Brent J. Evans, Douglas H. Fisher, Gayathri Narasimham, Katherine A. Brady
Behavior Prediction in MOOCs using Higher Granularity Temporal Information. L@S (2015)
Douglas H. Fisher, Janet E. Burge, Mary Lou Maher, Jerry Roth
Blended CS Courses using Massive, Open, Online Courses (and other Online Resources) (Abstract Only). SIGCSE (2015)
Balakrishnan Dasarathy, Kevin J. Sullivan, Douglas C. Schmidt, Douglas H. Fisher, Adam A. Porter
The past, present, and future of MOOCs and their relevance to software engineering. FOSE (2014)
Douglas H. Fisher
Leveraging AI Teaching in the Cloud for AI Teaching on Campus. AI Mag. 35 (3) (2014)
Anton Dukeman, Faruk Caglar, Shashank Shekhar, John S. Kinnebrew, Gautam Biswas, Douglas H. Fisher, Aniruddha S. Gokhale
Teaching Computational Thinking Skills in C3STEM with Traffic Simulation. CHI-KDD (2013)
Mary Lou Maher, Douglas H. Fisher, Kate Brady
Computational Models of Surprise as a Mechanism for Evaluating Creative Design, . ICCC (2013)
Douglas H. Fisher, Bistra Dilkina, Eric Eaton, Carla Gomes
Incorporating Computational Sustainability into AI Education through a Freely-Available, Collectively-Composed Supplementary Lab Text. EAAI (2012)
Douglas H. Fisher
Recent Advances in AI for Computational Sustainability. IEEE Intell. Syst. 27 (4) (2012)
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
Reports of the AAAI 2011 Spring Symposia. AI Mag. 32 (3) (2011)
Douglas H. Fisher, Mary Lou Maher
Organizing Committee. AAAI Spring Symposium: AI and Health Communication (2011)
Douglas H. Fisher, Mary Lou Maher
Preface. AAAI Spring Symposium: AI and Health Communication (2011)
Douglas H. Fisher, Mary Lou Maher
Free Play in Contemplative Ambient Intelligence. AmI (2011)
Douglas H. Fisher, Mary Lou Maher
Organizing Committee. AAAI Spring Symposium: Artificial Intelligence and Sustainable Design (2011)
Douglas H. Fisher, Mary Lou Maher
Towards Grammars for Cradle-to-Cradle Design. AAAI Spring Symposium: Artificial Intelligence and Sustainable Design (2011)
Douglas H. Fisher
Computing and AI for a Sustainable Future. IEEE Intell. Syst. 26 (6) (2011)
Douglas H. Fisher, Mary Lou Maher
Preface. AAAI Spring Symposium: Artificial Intelligence and Sustainable Design (2011)
Douglas H. Fisher
AI and Developing Socially-Engaged Computational Thinkers. AAAI Spring Symposium: Using AI to Motivate Greater Participation in Computer Science (2008)
Lewis J. Frey, Mary E. Edgerton, Douglas H. Fisher, Shawn Levy
Ensemble Stump Classifiers and Gene Expression Signatures in Lung Cancer. MedInfo (2007)
Lemuel R. Waitman, Douglas H. Fisher, Paul H. King
Bootstrapping rule induction to achieve rule stability and reduction. J. Intell. Inf. Syst. 27 (1) (2006)
Douglas H. Fisher, Mary E. Edgerton, Zhihua Chen, Lianhong Tang, Lewis J. Frey
Backward chaining rule induction. Intell. Data Anal. 10 (5) (2006)
Lewis J. Frey, Mary E. Edgerton, Douglas H. Fisher, Lianhong Tang, Zhihua Chen
Using Prior Knowledge and Rule Induction Methods to Discover Molecular Markers of Prognosis in Lung Cancer. AMIA (2005)
Douglas H. Fisher, Mary E. Edgerton, Lianhong Tang, Lewis J. Frey, Zhihua Chen
Searching for Meaningful Feature Interactions with Backward-Chaining Rule Induction. IDA (2005)
Lemuel R. Waitman, Douglas H. Fisher, Paul H. King
Bootstrapping Rule Induction. ICDM (2003)
Lewis J. Frey, Douglas H. Fisher, Ioannis Tsamardinos, Constantin F. Aliferis, Alexander R. Statnikov
Identifying Markov Blankets with Decision Tree Induction. ICDM (2003)
Douglas H. Fisher
Editorial. Mach. Learn. 47 (1) (2002)
Douglas H. Fisher
Introduction. Mach. Learn. 42 (1/2) (2001)
David J. Hand, Douglas H. Fisher, Michael R. Berthold
Advances in intelligent data analysis. Intell. Data Anal. 4 (2) (2000)
Douglas A. Talbert, Douglas H. Fisher
An empirical analysis of techniques for constructing and searching k-dimensional trees. KDD (2000)
Douglas A. Talbert, Douglas H. Fisher
OPT-KD: An Algorithm for Optimizing Kd-Trees. ICML (1999)
Lewis J. Frey, Douglas H. Fisher
Modeling decision tree performance with the power law. AISTATS (1999)
Douglas A. Talbert, Douglas H. Fisher
Exploiting Sample-Data Distributions to Reduce the Cost of Nearest-Neighbor Searches with Kd-Trees. IDA (1999)
Lewis J. Frey, Cen Li, Douglas A. Talbert, Douglas H. Fisher
A Review of the Fourteenth International Conference on Machine Learning. Intell. Data Anal. 2 (1-4) (1998)
Gautam Biswas, Jerry B. Weinberg, Douglas H. Fisher
ITERATE: a conceptual clustering algorithm for data mining. IEEE Trans. Syst. Man Cybern. Part C 28 (2) (1998)
Douglas H. Fisher, Douglas A. Talbert
Inference using Probabilistic Concept Trees. AISTATS (1997)
Douglas H. Fisher
Iterative Optimization and Simplification of Hierarchical Clusterings CoRR (1996)
Douglas H. Fisher
Iterative Optimization and Simplification of Hierarchical Clusterings. J. Artif. Intell. Res. 4 (1996)
Bob Evans, Douglas H. Fisher
Overcoming Process Delays with Decision Tree Induction. IEEE Expert 9 (1) (1994)
Douglas H. Fisher, Ling Xu, James R. Carnes, Yoram Reich, Steven J. Fenves, Jason Chen, Richard Shiavi, Gautam Biswas, Jerry B. Weinberg
Applying AI Clustering to Engineering Tasks. IEEE Expert 8 (6) (1993)
Douglas H. Fisher, Ling Xu, Nazih Zard
Ordering Effects in Clustering. ML (1992)
Jungsoon P. Yoo, Douglas H. Fisher
Concept Formation over Explanations and Problem-Solving Experience. IJCAI (1991)
Jungsoon P. Yoo, Douglas H. Fisher
Identifying Cost Effective Boundaries of Operationality. ML (1991)
Douglas H. Fisher, Jungsoon P. Yoo
Combining Evidence of Deep and Surface Similarity. ML (1991)
Hua Yang, Douglas H. Fisher, Hubertus Franke
Improving Planning Efficient by Conceptual Clustering. IEA/AIE (Vol. 2) (1990)
Douglas H. Fisher, Philip K. Chan
Statistical guidance in symbolic learning. Ann. Math. Artif. Intell. 2 (1990)
Brian M. Carlson, Jerry B. Weinberg, Douglas H. Fisher
Search Control, Utility, and Concept Induction. ML (1990)
Hua Yang, Douglas H. Fisher
Conceptual Clustering of Mean-Ends Plans. ML (1989)
Douglas H. Fisher, Kathleen B. McKusick
An Empirical Comparison of ID3 and Back-propagation. IJCAI (1989)
Douglas H. Fisher, Kathleen B. McKusick, Raymond J. Mooney, Jude W. Shavlik, Geoffrey G. Towell
Processing Issues in Comparisons of Symbolic and Connectionist Learning Systems. ML (1989)
Douglas H. Fisher
Noise-Tolerant Conceptual Clustering. IJCAI (1989)
Jungsoon P. Yoo, Douglas H. Fisher
Conceptual Clustering of Explanations. ML (1989)
John H. Gennari, Pat Langley, Douglas H. Fisher
Models of Incremental Concept Formation. Artif. Intell. 40 (1-3) (1989)
Douglas H. Fisher, Jeffrey C. Schlimmer
Concept Simplification and Prediction Accuracy. ML (1988)
Douglas H. Fisher
A Computational Account of Basic Level and Typicality Effects. AAAI (1988)
Douglas H. Fisher
Improving Inference through Conceptual Clustering. AAAI (1987)
Douglas H. Fisher
Knowledge Acquisition via Incremental Conceptual Clustering. Mach. Learn. 2 (2) (1987)
Jeffrey C. Schlimmer, Douglas H. Fisher
A Case Study of Incremental Concept Induction. AAAI (1986)
Douglas H. Fisher, Pat Langley
Approaches to Conceptual Clustering. IJCAI (1985)