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Douglas H. Fisher
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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
The Base-Rate Effect on LLM Benchmark Performance: Disambiguating Test-Taking Strategies from Benchmark Performance. CoRR abs/2406.11634 (2024) - [i4]Jesse Roberts
Large Language Model Recall Uncertainty is Modulated by the Fan Effect. CoRR abs/2407.06349 (2024) - [i3]Kyle Moore, Jesse Roberts
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
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
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
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
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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