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2020 – today
- 2024
[c53]Jesse Roberts, Kyle Moore, Drew Wilenzick, Douglas H. Fisher:
Using Artificial Populations to Study Psychological Phenomena in Neural Models. AAAI 2024: 18906-18914- [c52]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. EMNLP (Findings) 2024: 2283-2288 - [i6]Jesse Roberts
, Kyle Moore, Douglas H. Fisher:
Do Large Language Models Learn Human-Like Strategic Preferences? CoRR abs/2404.08710 (2024) - [i5]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 abs/2406.11634 (2024) - [i4]Jesse Roberts, Kyle Moore, Thao Pham, Oseremhen Ewaleifoh, Douglas H. Fisher:
Large Language Model Recall Uncertainty is Modulated by the Fan Effect. CoRR abs/2407.06349 (2024) - [i3]Kyle Moore, Jesse Roberts, Thao Pham, Douglas H. Fisher:
Reasoning Beyond Bias: A Study on Counterfactual Prompting and Chain of Thought Reasoning. CoRR abs/2408.08651 (2024) - 2023
- [i2]Jesse Roberts, Kyle Moore, Drew Wilenzick, Douglas H. Fisher:
Using Artificial Populations to Study Psychological Phenomena in Neural Models. CoRR abs/2308.08032 (2023) - 2020
- [c51]Jesse Roberts, Douglas H. Fisher:
Extending the Philosophy of Computational Criticism. ICCC 2020: 358-361 - [c50]Jesse Roberts, Douglas H. Fisher:
pReview: The Artificially Intelligent Conference Reviewer. ICMLA 2020: 665-668
2010 – 2019
- 2019
- [j20]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): 56-65 (2019) - [c49]Douglas H. Fisher, Haerin Shin:
Critique as Creativity: Towards Developing Computational Commentators on Creative Works. ICCC 2019: 172-179 - [c48]Douglas H. Fisher, Emily Markert, Abigail Roberts, Kamala Varma:
Region Radio: An AI that Finds and Tells Stories about Places. ICCC 2019: 336-340 - 2018
- [c47]Katherine A. Brady, Sun-Joo Cho, Gayathri Narasimham, Douglas H. Fisher, Amanda Goodwin:
Is Scrolling Disrupting While Reading? ICLS 2018 - [c46]Katherine A. Brady, Gayathri Narasimham, Douglas H. Fisher:
Who downloads online content and why? L@S 2018: 41:1-41:4 - [c45]Douglas H. Fisher, Jacqueline Cameron, Tamara L. Clegg, Stephanie E. August:
Integrating Social Good into CS Education. SIGCSE 2018: 130-131 - 2017
- [c44]Douglas H. Fisher:
A Selected Summary of AI for Computational Sustainability. AAAI 2017: 4852-4857 - [c43]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: 295-298 - [c42]Douglas H. Fisher:
Establishing Conventions for Citing Educational Materials (Abstract Only). SIGCSE 2017: 699 - 2016
- [j19]Douglas H. Fisher:
Recent Advances in AI for Computational Sustainability. IEEE Intell. Syst. 31(4): 56-61 (2016) - [j18]Douglas H. Fisher, Zimei Bian, Selina Chen:
Incorporating Sustainability into Computing Education. IEEE Intell. Syst. 31(5): 93-96 (2016) - [c41]Douglas H. Fisher:
Meal Planning from an Abstraction Hierarchy of Menus and Recipes. ICCBR Workshops 2016: 235-242 - [c40]Katherine A. Brady, Douglas H. Fisher, Gayathri Narasimham:
Exploring the Effects of Lightweight Social Incentives on Learner Performance in MOOCs. L@S 2016: 297-300 - [r1]Douglas H. Fisher:
Online Courses. Handbook of Science and Technology Convergence 2016: 1105-1118 - 2015
- [c39]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: 335-338 - [c38]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: 703 - 2014
- [j17]Douglas H. Fisher:
Leveraging AI Teaching in the Cloud for AI Teaching on Campus. AI Mag. 35(3): 98-100 (2014) - [c37]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: 212-224 - 2013
- [c36]Mary Lou Maher, Douglas H. Fisher, Kate Brady:
Computational Models of Surprise as a Mechanism for Evaluating Creative Design, . ICCC 2013: 147-151 - [c35]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: 350-357 - 2012
- [j16]Douglas H. Fisher:
Recent Advances in AI for Computational Sustainability. IEEE Intell. Syst. 27(4): 75-79 (2012) - [c34]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: 2369-2370 - 2011
- [j15]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): 119-127 (2011) - [j14]Douglas H. Fisher:
Computing and AI for a Sustainable Future. IEEE Intell. Syst. 26(6): 14-18 (2011) - [c33]Douglas H. Fisher, Mary Lou Maher:
Organizing Committee. AAAI Spring Symposium: AI and Health Communication 2011 - [c32]Douglas H. Fisher, Mary Lou Maher:
Preface. AAAI Spring Symposium: AI and Health Communication 2011 - [c31]Douglas H. Fisher, Mary Lou Maher:
Organizing Committee. AAAI Spring Symposium: Artificial Intelligence and Sustainable Design 2011 - [c30]Douglas H. Fisher, Mary Lou Maher:
Preface. AAAI Spring Symposium: Artificial Intelligence and Sustainable Design 2011 - [c29]Douglas H. Fisher, Mary Lou Maher:
Towards Grammars for Cradle-to-Cradle Design. AAAI Spring Symposium: Artificial Intelligence and Sustainable Design 2011 - [c28]Douglas H. Fisher, Mary Lou Maher:
Free Play in Contemplative Ambient Intelligence. AmI 2011: 243-247
2000 – 2009
- 2008
- [c27]Douglas H. Fisher:
AI and Developing Socially-Engaged Computational Thinkers. AAAI Spring Symposium: Using AI to Motivate Greater Participation in Computer Science 2008: 98-99 - 2007
- [c26]Lewis J. Frey, Mary E. Edgerton, Douglas H. Fisher, Shawn Levy:
Ensemble Stump Classifiers and Gene Expression Signatures in Lung Cancer. MedInfo 2007: 1255-1259 - 2006
- [j13]Douglas H. Fisher, Mary E. Edgerton, Zhihua Chen, Lianhong Tang, Lewis J. Frey:
Backward chaining rule induction. Intell. Data Anal. 10(5): 397-417 (2006) - [j12]Lemuel R. Waitman, Douglas H. Fisher, Paul H. King:
Bootstrapping rule induction to achieve rule stability and reduction. J. Intell. Inf. Syst. 27(1): 49-77 (2006) - 2005
- [c25]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 - [c24]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: 86-96 - 2003
- [c23]Lewis J. Frey, Douglas H. Fisher, Ioannis Tsamardinos, Constantin F. Aliferis, Alexander R. Statnikov:
Identifying Markov Blankets with Decision Tree Induction. ICDM 2003: 59-66 - [c22]Lemuel R. Waitman, Douglas H. Fisher, Paul H. King:
Bootstrapping Rule Induction. ICDM 2003: 677-680 - 2002
- [j11]Douglas H. Fisher:
Editorial. Mach. Learn. 47(1): 5-6 (2002) - 2001
- [j10]Douglas H. Fisher:
Introduction. Mach. Learn. 42(1/2): 5-7 (2001) - [e2]Frank Hoffmann, David J. Hand, Niall M. Adams, Douglas H. Fisher, Gabriela Guimarães:
Advances in Intelligent Data Analysis, 4th International Conference, IDA 2001, Cascais, Portugal, September 13-15, 2001, Proceedings. Lecture Notes in Computer Science 2189, Springer 2001, ISBN 3-540-42581-0 [contents] - 2000
- [j9]David J. Hand, Douglas H. Fisher, Michael R. Berthold:
Advances in intelligent data analysis. Intell. Data Anal. 4(2): 93-95 (2000) - [c21]Douglas A. Talbert, Douglas H. Fisher:
An empirical analysis of techniques for constructing and searching k-dimensional trees. KDD 2000: 26-33
1990 – 1999
- 1999
- [c20]Lewis J. Frey, Douglas H. Fisher:
Modeling decision tree performance with the power law. AISTATS 1999 - [c19]Douglas A. Talbert, Douglas H. Fisher:
OPT-KD: An Algorithm for Optimizing Kd-Trees. ICML 1999: 398-405 - [c18]Douglas A. Talbert, Douglas H. Fisher:
Exploiting Sample-Data Distributions to Reduce the Cost of Nearest-Neighbor Searches with Kd-Trees. IDA 1999: 407-414 - 1998
- [j8]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): 245-255 (1998) - [j7]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): 219-230 (1998) - 1997
- [c17]Douglas H. Fisher, Douglas A. Talbert:
Inference using Probabilistic Concept Trees. AISTATS 1997: 191-202 - [e1]Douglas H. Fisher:
Proceedings of the Fourteenth International Conference on Machine Learning (ICML 1997), Nashville, Tennessee, USA, July 8-12, 1997. Morgan Kaufmann 1997, ISBN 1-55860-486-3 [contents] - 1996
- [j6]Douglas H. Fisher:
Iterative Optimization and Simplification of Hierarchical Clusterings. J. Artif. Intell. Res. 4: 147-178 (1996) - [i1]Douglas H. Fisher:
Iterative Optimization and Simplification of Hierarchical Clusterings. CoRR cs.AI/9604103 (1996) - 1994
- [j5]Bob Evans, Douglas H. Fisher:
Overcoming Process Delays with Decision Tree Induction. IEEE Expert 9(1): 60-66 (1994) - 1993
- [j4]Douglas H. Fisher, Ling Xu, James R. Carnes, Yoram Reich, Steven J. Fenves, Jason Chen, Richard G. Shiavi, Gautam Biswas, Jerry B. Weinberg:
Applying AI Clustering to Engineering Tasks. IEEE Expert 8(6): 51-60 (1993) - 1992
- [c16]Douglas H. Fisher, Ling Xu, Nazih Zard:
Ordering Effects in Clustering. ML 1992: 162-168 - [d1]Pat Langley, Douglas H. Fisher:
Quadruped Mammals. UCI Machine Learning Repository, 1992
- 1991
- [c15]Douglas H. Fisher, Jungsoon P. Yoo:
Combining Evidence of Deep and Surface Similarity. ML 1991: 46-50 - [c14]Jungsoon P. Yoo, Douglas H. Fisher:
Identifying Cost Effective Boundaries of Operationality. ML 1991: 569-573 - [c13]Jungsoon P. Yoo, Douglas H. Fisher:
Concept Formation over Explanations and Problem-Solving Experience. IJCAI 1991: 630-637 - 1990
- [j3]Douglas H. Fisher, Philip K. Chan:
Statistical guidance in symbolic learning. Ann. Math. Artif. Intell. 2: 135-147 (1990) - [c12]Brian M. Carlson, Jerry B. Weinberg, Douglas H. Fisher:
Search Control, Utility, and Concept Induction. ML 1990: 85-92 - [c11]Hua Yang, Douglas H. Fisher, Hubertus Franke:
Improving Planning Efficient by Conceptual Clustering. IEA/AIE (Vol. 2) 1990: 942-948
1980 – 1989
- 1989
- [j2]John H. Gennari, Pat Langley, Douglas H. Fisher:
Models of Incremental Concept Formation. Artif. Intell. 40(1-3): 11-61 (1989) - [c10]Jungsoon P. Yoo, Douglas H. Fisher:
Conceptual Clustering of Explanations. ML 1989: 8-10 - [c9]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: 169-173 - [c8]Hua Yang, Douglas H. Fisher:
Conceptual Clustering of Mean-Ends Plans. ML 1989: 232-234 - [c7]Douglas H. Fisher, Kathleen B. McKusick:
An Empirical Comparison of ID3 and Back-propagation. IJCAI 1989: 788-793 - [c6]Douglas H. Fisher:
Noise-Tolerant Conceptual Clustering. IJCAI 1989: 825-830 - 1988
- [c5]Douglas H. Fisher:
A Computational Account of Basic Level and Typicality Effects. AAAI 1988: 233-238 - [c4]Douglas H. Fisher, Jeffrey C. Schlimmer:
Concept Simplification and Prediction Accuracy. ML 1988: 22-28 - 1987
- [j1]Douglas H. Fisher:
Knowledge Acquisition via Incremental Conceptual Clustering. Mach. Learn. 2(2): 139-172 (1987) - [c3]Douglas H. Fisher:
Improving Inference through Conceptual Clustering. AAAI 1987: 461-465 - 1986
- [c2]Jeffrey C. Schlimmer, Douglas H. Fisher:
A Case Study of Incremental Concept Induction. AAAI 1986: 496-501 - 1985
- [c1]Douglas H. Fisher, Pat Langley:
Approaches to Conceptual Clustering. IJCAI 1985: 691-697
Coauthor Index
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