OLD technical publications by Daniel S. Weld

(for papers published after 2011 go HERE)

Publications are grouped by category: intelligent user interfaces, automated planning, internet systems, information integration & data management, machine learning, knowledge representation & reasoning, qualitative & model-based reasoning.

INTELLIGENT USER INTERFACES

Daniel S. Weld, Mausam, Peng Dai. "Execution Control for Crowdsourcing". ACM User Interface Software and Technology (UIST-11), October 2011.

Peng Dai, Mausam, Daniel S. Weld. "Artificial Intelligence for Artificial Artificial Intelligence". Twenty-Fifth Conference on Artificial Intelligence (AAAI-11). San Francisco. August 2011.

Daniel S. Weld., Mausam, Peng Dai, "Human Intelligence Needs Artificial Intelligence". Third Human Computation Workshop (HCOMP-11). San Francisco, CA. August 2011.

Peng Dai, Mausam, Daniel S. Weld. "Decision-Theoretic Control of Crowdsourcing". Twenty-Fourth Conference on Artificial Intelligence (AAAI-10). Atlanta, GE. July 2010.

Gajos, K., Weld, D. and Wobbrock J. "Automatically Generating Personalized User Interfaces with SUPPLE," Artificial Intelligence,174:910-950, 2010.

Hoffman, R. and Amershi, S. and Fogarty, J. and Patel, K. and Weld, D. and Wu, F. "Amplifying Community Content Creation with Mixed-Initiative Information Extraction" ACM Conference on Human Factors in Computing Systems (CHI 2009), Boston, MA, April 2009.

Eytan Adar, Mira Doncheva, James Fogarty, and Daniel S. Weld, "Zoetrope: Interacting with the Ephemeral Web" ACM User Interface Software and Technology (UIST-08), Monterey, CA, October 2008. (video)

Daniel S. Weld, Fei Wu, Eytan Adar, Saleema Amershi, James Fogarty, Raphael Hoffmann, Kayur Patel and Michael Skinner "Intelligence in Wikipedia" Twenty-Third Conference on Artificial Intelligence (AAAI-08), Chicago, IL, July, 2008.

Krzysztof Gajos, Jacod Wobbrock and Daniel S. Weld "Decision-Theoretic User Interface Generation" Twenty-Third Conference on Artificial Intelligence (AAAI-08), Chicago, IL, July, 2008.

[Retrieve] Gajos, K. and Wobbrock, J. and Weld, D. "Improving the Performance of Motor-Impaired Users with Automatically-Generated, Ability-Based Interfaces" Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI 2008), Florence, Italy, April 2008. Awarded Best Paper

[Retrieve] Gajos, K. and Everitt, K. and Tan, D. and Czerwinski, M. and Weld, D. "Predictability and Accuracy in Adaptive User Interfaces" Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI 2008), Florence, Italy, April 2008.

[Retrieve] Hoffmann, R. and Baudisch, P. and Weld, D. "Evaluating Visual Cues for Window-Switching on Large Screens." Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI 2008), Florence, Italy, April 2008.

[Retrieve] Gajos, K. and Weld, D. "Usable AI: Experience and Reflections" CHI 2008 Workshop on Usable AI (CHI 2008), Florence, Italy, April 2008.

[Retrieve] Chen, J. and Weld, D. "Recovering from Errors during Programming by Demonstration," International Conference on Intelligent User Interfaces (IUI-08), Canary Islands, Spain, January 2008.

K. Gajos and J. Wobrock and D. Weld, "Automatically Generating User Interfaces Adapted To Userís Motor And Vision Capabilities" ACM User Interface Software and Technology (UIST-07), Newport, RI, October 2007.

R. Hoffman and J. Fogarty and D. Weld, "Assieme: Finding and Leveraging Implicit References in a Web Search Interface for Programmers" ACM User Interface Software and Technology (UIST-07), Newport, RI, October 2007.

K. Gajos, J. Long and D. Weld, "Automatically Generating Custom User Interfaces for Users with Physical Disabilities" Eight International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS-06), Portland, OR, October, 2006.

K. Gajos, M. Czerwinski, D. Tan, and D. Weld, "Exploring the Design Space for Adaptive Graphical User Interfaces" Advanced Visual Interfaces (AVI-06), Venice, Italy, May, 2006.

K. Gajos and D. Weld, "Preference Elicitation for Interface Optimization" ACM User Interface Software and Technology (UIST-05), Seattle, WA, October 2005.

Krzysztof Gajos, David Christianson, Raphael Hoffmann, Tal Shaked, Kiera Henning, Jing Jing Long, and Daniel S. Weld. "Fast And Robust Interface Generation for Ubiquitous Applications." Seventh International Conference on Ubiquitous Computing (UBICOMP'05). Tokyo, Japan, September, 2005.

K. Gajos, R. Hoffmann and D. Weld, "Improving User Interface Personalization" UIST 2004, Santa Fe, NM, October 2004.

K. Gajos and D. Weld, "SUPPLE: Automatically Generating User Interfaces" IUI-04, 2004.

Lau, T., Wolfman, S., Domingos, P. and Weld, D., "Programming by Demonstration using Version Space Algebra," Machine Learning, 53(1--2):111--156, October-November, 2003.

T. Lau, P. Domingos, and D. Weld, "Learning Programs from Traces using Version-Space Algebra," Second International Conference on Knowledge Capture (K-CAP 2003), Sanibel Island, FL, October 2003.

D. Weld, C. Anderson, P. Domingos, O. Etzioni, T. Lau, K. Gajos, and S. Wolfman, "Automatically Personalizing User Interfaces" IJCAI-03, August 2003.

Alexander Yates, Oren Etzioni, and Daniel S. Weld, "A Reliable Natural Language Interface to Household Appliances" (IUI-03), January 2003.

Corin R. Anderson, Pedro Domingos, and Daniel S. Weld, "Relational Markov Models and their Application to Adaptive Web Navigation." Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2002). 2002.

C. Anderson, P. Domingos and D. Weld, "Web Site Personalizers for Mobile Devices" (IJCAI-01 Workshop on Intelligent Techniques for Web Personalization), 2001.

C. Anderson, P. Domingos and D. Weld, "Adaptive Web Navigation for Wireless Devices" (IJCAI-01) 2001.

C. Anderson, P. Domingos and D. Weld, "Personalizing Web Sites for Mobile Users" (WWW10), 2001.

C. Kwok, O. Etzioni, and D. Weld, "Scaling Question Answering to the Web" (WWW10) May 2001.

S. Wolfman, T. Lau, P. Domingos, and D. Weld, "Mixed Initiative Interfaces for Learning Tasks: SMARTedit Talks Back" (IUI 2001)

T. Lau and P. Domingos and D. Weld, "Version Space Algebra and its Application to Programming by Demonstration" (ICML 2000, June 2000)

T. Lau, O. Etzioni, and D. Weld, "Privacy Interfaces for Information Management" (CACM 42(10):88-94) 1999.

T. Lau and D. Weld, "Programming by Demonstration: An Inductive Learning Formulation" (IUI-99, January 1999)

[Retrieve] D. Weld, O. Etzioni, "The First Law of Robotics (a call to arms)," Proceedings of AAAI-94, pages 1042-1047, Seattle, WA, July 1994.

[Retrieve] D. Christianson et al "Declarative Camera Control for Automated Cinematography," Proceedings of AAAI-96, Portland, OR, August 1996.

[Retrieve] O. Etzioni, D. Weld, "A Softbot-Based Interface to the Internet," Communications of the ACM, pages 72-76, July 1994.

AUTOMATED PLANNING

Peng Dai, Mausam, Judy Goldsmith, Daniel S. Weld. "Topological Value-Iteration Algorithms". Journal of AI Research. 42, p181-209, Octorber 2011.

Daniel S. Weld, Mausam, Peng Dai. "Execution Control for Crowdsourcing". ACM User Interface Software and Technology (UIST-11), October 2011.

Andrey Kolobov, Mausam, Daniel S. Weld, and Hector Geffner. "Heuristic Search for Generalized Stochastic Shortest Path MDPs". International Conference on Automated Planning and Scheduling (ICAPS-11). Freiburg, Germany. June 2011.

Weld, D. "Systematic Nonlinear Planning," AI Magazine, Spring 2011.

Peng Dai, Mausam, Daniel S. Weld. "Decision-Theoretic Control of Crowdsourcing". Twenty-Fourth Conference on Artificial Intelligence (AAAI-10). Atlanta, GE. July 2010.

Andrey Kolobov, Mausam, Daniel S. Weld. "SixthSense: Fast and Reliable Recognition of Dead Ends in MDPs". Twenty-Fourth Conference on Artificial Intelligence (AAAI-10). Atlanta, GE. July 2010.

Peng Dai, Mausam, Daniel S. Weld. "Decision-Theoretic Control of Crowdsourcing". Twenty-Fourth Conference on Artificial Intelligence (AAAI-10). Atlanta, GE. July 2010.

Andrey Kolobov, Mausam, Daniel S. Weld. "Classical Planning in MDP Heuristics: with a Little Help from Generalization". International Conference on Automated Planning and Scheduling (ICAPS-10). Toronto, Canada. May 2010.

Peng Dai, Mausam, Daniel S. Weld. "Focused Topological Value Iteration". International Conference on Automated Planning and Scheduling (ICAPS). Thessaloniki, Greece. September 2009.

Andrey Kolobov, Mausam, Daniel S. Weld. "ReTrASE: Integrating Paradigms for Approximate Probabilistic Planning". International Joint Conference on Artificial Intelligence (IJCAI). Pasadena, CA, USA. July 2009.

Peng Dai, Mausam, Daniel S. Weld. "Domain Independent, Automatic Partitioning for Probabilistic Planning". International Joint Conference on Artificial Intelligence (IJCAI). Pasadena, CA, USA. July 2009.

Peng Dai, Mausam and Daniel S. Weld "Partitioned External-Memory Value Iteration" Twenty-Third Conference on Artificial Intelligence (AAAI-08), Chicago, IL, July, 2008.

[Retrieve] Mausam and Weld, D., "Planning with Durative Actions in Stochastic Domains," Journal of Artificial Intelligence Research (JAIR), 31:33-82, January 2008.

[Retrieve] W. Cushing, S. Kambhampati, K Talamadupula, Mausam and D. Weld, "Evaluating Temporal Planning Domains," International Conference on Automated Planning and Scheduling (ICAPS-07). Providence, RI. September 2007.

[Retrieve] Mausam, Bertoli, P. and Weld, D., "A Hybridized Planner for Stochastic Domains," International Joint Conference on Artificial Intelligence (IJCAI-07). Hyderabad, INDIA, January 2007.

[Retrieve] Cushing, W., Kambhampati, R., Mausam and Weld, D., "When is Temporal Planning Really Temporal?," International Joint Conference on Artificial Intelligence (IJCAI-07). Hyderabad, INDIA, January 2007.

[Retrieve] Mausam and Weld, D., "Probabilistic Temporal Planning with Uncertains Durations," National Conference on Artificial Intelligence (AAAI-06). Boston, MA, 2006.

[Retrieve] Mausam and Weld, D., "Challenges for Temporal Planning with Uncertain Durations," International Conference on Automated Planning and Scheduling (ICAPS-06). Cumbria, UK. June 2006.

[Retrieve] Mausam and Daniel Weld "Concurrent Probabilistic Temporal Planning" International Conference on Automated Planning and Scheduling (ICAPS). Monterey, CA, USA. June 2005.

[Retrieve] Mausam and D. Weld, "Solving Concurrent Markov Decision Processes," AAAI 2004, San Jose, CA July 2004.

[Retrieve] Mausam and D. Weld, "Concurrent Probabilistic Temporal Planning: Initial Results," AAAI 2004 workshop on Learning and Planning in Markov Processes - Advances and Challenges, San Jose, CA July 2004.

[Retrieve] Mausam and Daniel S. Weld, "Solving Relational MDPs with First-Order Machine Learning," ICAPS 2003 Workshop on Planning under Uncertainty and Incomplete Information, Trento, Italy, June 2003.

[Retrieve] S. A. Wolfman and D. Weld "Combining Linear Programming and Satisfiability Solving for Resource Planning" (Knowledge Engineering Review), 15:1, 2000.

[Retrieve] D. Smith and D. Weld "Temporal Planning with Mutual Exclusion Reasoning" IJCAI 1999.

[Retrieve] S. Wolfman and D. Weld "The LPSAT Engine and its Application to Resource Planning" IJCAI 1999.

[Retrieve] D. Weld "Recent Advances in AI Planning" AI Magazine, 20:2 1999.

[Retrieve] D. Weld, and C. Anderson and D. Smith "Extending Graphplan to Handle Uncertainty & Sensing Actions" (AAAI-98, July 1998)

[Retrieve] D. Smith and D. Weld, "Conformant Graphplan" (AAAI-98, July 1998)

[Retrieve] C. Anderson and D. Smith and D. Weld "Conditional Effects in Graphplan" (AIPS-98, June 1998)

[Retrieve] M. Ernst and T. Millstein and D. Weld "Automatic SAT-Compilation of Planning Problems" (IJCAI-97, August 1997)

[Retrieve] K. Golden, D. Weld, "Representing Sensing Actions: The Middle Ground Revisited" (KR-96, Nov 1996)

[Retrieve] C. Kwok, D. Weld, "Planning to Gather Information" Proceedings of AAAI-96, Portland, OR, August 1996.

[Retrieve] M. Friedman and D. Weld "Least Commitment Action Selection," Proceedings of AIPS-96, May 1996.

[Retrieve] K. Golden, O. Etzioni, D. Weld, "Planning with Execution and Incomplete Information" UW Technical Report TR96-01-09, February 1996.

[Retrieve] N. Kushmerick, Steve Hanks and D. Weld "An Algorithm for Probabilistic Planning," Artificial Intelligence, July 1995.

[Retrieve] D. Weld "An Introduction to Least Commitment Planning," AI Magazine, 15(4), pages 27-61, Winter 1994.

[Retrieve] Steve Hanks, D. Weld "A Domain-Independant Algorithm for Plan Adaption," Journal of AI Research, 48 pages, Fall 1994.

[Retrieve] A. Barrett and D. Weld "Partial Order Planning: Evaluating Possible Efficiency Gains," Artificial Intelligence, 67:71-112, May 1994.

[Retrieve] N. Kushmerick, Steve Hanks and D. Weld "An Algorithm for Probabilistic Least-Commitment Planning," Proceedings of AAAI-94, 6 pages, Seattle, WA, July 1994.

[Retrieve] A. Barrett and D. Weld "Task-Decomposition via Plan Parsing," Proceedings of AAAI-94, 6 pages, Seattle, WA, July 1994.

[Retrieve] J.S. Penberthy and D. Weld "Temporal Planning with Continuous Change," Proceedings of AAAI-94, 6 pages, Seattle, WA, July 1994.

[Retrieve] K. Golden, Oren Etzioni and D. Weld "Omnipotence Without Omniscience: Efficient Sensor Management for Planning," Proceedings of AAAI-94, 6 pages, Seattle, WA, July 1994.

[Retrieve] Denise Draper, Steve Hanks and D. Weld, "A Probabilistic Model of Action for Least-Commitment Planning with Information Gathering," Proceedings of UAI-94, August 1994.

[Retrieve] Denise Draper, Steve Hanks and D. Weld, "Probabilistic Planning with Information Gathering and Contingent Execution," Proceedings of AIPS-94, June 1994.

A. Barrett and D. Weld "Characterizing Subgoal Interactions for Planning," Proceedings of IJCAI-93, 1388-1393, Chambery, France, August 1993.

[Retrieve] Oren Etzioni, Steve Hanks, Dan Weld, Denise Draper, Neal Lesh and Mike Williamson, "An Approach to Planning with Incomplete Information," Proceedings of KR-92, 1992.

Steve Hanks and D. Weld "Systematic Adaptation for Case-Based Planning," Proceedings of AIPS-92, 96-105, College Park, MD, June 1992.

[Retrieve] J.S. Penberthy and D. Weld "UCPOP: A Sound, Complete, Partial-Order Planner for ADL," Proceedings of KR-92, 103-114, Cambridge, MA, October 1992

INTERNET SYSTEMS, INFORMATION INTEGRATION, and DATA MANAGEMENT

Peng Dai, Mausam, Daniel S. Weld. "Artificial Intelligence for Artificial Artificial Intelligence". Twenty-Fifth Conference on Artificial Intelligence (AAAI-11). San Francisco. August 2011.

Daniel S. Weld., Mausam, Peng Dai, "Human Intelligence Needs Artificial Intelligence". Third Human Computation Workshop (HCOMP-11). San Francisco, CA. August 2011.

R. Hoffmann, C. Zhang, X. Ling, L. Zettlemoyer, and D. Weld ``Knowledge-Based Weak Supervision for Information Extraction of Overlapping Relations,'' The Annual Meeting of the Association for Computational Linguistics (ACL-11). Portland, OR. June 2011.

Schoenmackers, S. and Davis, J. and Etzioni, O. and Weld, D. "Learning First-Order Horn Clauses from Web Text", Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing (EMNLP 2010). October 9-11, 2010, Cambridge, Massachusetts, USA.

Wu, F. and Weld, D., ``Open Information Extraction using Wikipedia,'' The Annual Meeting of the Association for Computational Linguistics (ACL-10). Uppsala, Sweden. July 2010.

Hoffmann, R., Zhang C. and Weld, D. ``Learning 5000 Relational Extractors,'' The Annual Meeting of the Association for Computational Linguistics (ACL-10). Uppsala, Sweden. July 2010.

Mausam, Soderland, S., Etzioni, O., Weld, D., Reiter, K., Skinner, M., Sammer, M., and Bilmes, J. "Panlingual Lexical Translation via Probabilistic Inference," Artificial Intelligence, 174(9-10):619--637, 2010.

Xiao Ling and Daniel S. Weld. "Temporal Information Extraction". Twenty-Fourth Conference on Artificial Intelligence (AAAI-10). Atlanta, GE. July 2010.

Peng Dai, Mausam, Daniel S. Weld. "Decision-Theoretic Control of Crowdsourcing". Twenty-Fourth Conference on Artificial Intelligence (AAAI-10). Atlanta, GE. July 2010.

Mausam and Soderland, S. and Etzioni, O. and Weld, D. and Skinner, M. and Bilmes, J., ``Compiling a Massive, Multilingual Dictionary via Probabilistic Inference,'' Joint conference of the Annual Meeting of the Association for Computational Linguistics and International Joint Conference on Natural Language Processing (ACL-IJCNLP). Suntec, Singapore. August 2009

Hoffman, R. and Amershi, S. and Fogarty, J. and Patel, K. and Weld, D. and Wu, F. "Amplifying Community Content Creation with Mixed-Initiative Information Extraction" ACM Conference on Human Factors in Computing Systems (CHI 2009), Boston, MA, April 2009.

Adar, E. and Skinner, M. and Weld, D., "Information Arbitrage in Multi-Lingual Wikipedia" Second ACM International Conference on Web Search and Data Mining (WSDM'09), Barcelona, Spain, February 2009.

Weld, D. and Hoffman, R. and Wu, F. "Using Wikipedia to Bootstrap Open Information Extraction,'' Sigmod Record, December, 2008.

Etzioni, O. and Banko, M. and Soderland, S. and Weld, D. "Open Information Extraction from the Web" Communications of the ACM 51(12), December 2008.

Stefan Schoenmackers, Oren Etzioni and Daniel Weld "Scaling Textual Inference to the Web" Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing (EMNLP 2008), Honolulu, Hawaii, October 2008.

Eytan Adar, Mira Doncheva, James Fogarty, and Daniel S. Weld, "Zoetrope: Interacting with the Ephemeral Web" ACM User Interface Software and Technology (UIST-08), Monterey, CA, October 2008. (video)

Fei Wu, Raphael Hoffmann, and Daniel S. Weld, "Information Extraction from WIkipedia: Moving Down the Long Tail" 14th ACM SigKDD International Conference on Knowledge Discovery and Data Mining (KDD-08), Las Vegas, NV, August 24-27, 2008.

Daniel S. Weld, Fei Wu, Eytan Adar, Saleema Amershi, James Fogarty, Raphael Hoffmann, Kayur Patel and Michael Skinner "Intelligence in Wikipedia" Twenty-Third Conference on Artificial Intelligence (AAAI-08), Chicago, IL, July, 2008.

F. Wu and D. Weld, "Automatically Refining the Wikipedia Infobox Ontology" Seventeenth International World Wide Web Conference (WWW-08), Beijing, China, April, 2008. Finalist for Best Student Paper

F. Wu and D. Weld, "Automatically Semantifying Wikipedia" ACM Sixteenth Conference on Information and Knowledge Management (CIKM-07), Lisbon, Portugal, November, 2007. Awarded Best Paper

[Retrieve] Adar, E., Weld, D., Bershad, B., and Gribble, S. "Why We Search: Visualizing and Predicting User Behavior," (WWW-07). Banff, Canada, May 2007.

[Retrieve] Etzioni, O., Cafarella, M., Downey, D., Kok, S., Popescu, A-M., Shaked, T., Soderland, S., Weld, D. and Yates, A., "Unsupervised Named-Entity Extraction from the Web: An Experimental Study" Artificial Intelligence, 165(1)91-134, 2005.

[Retrieve] Etzioni, O., Cafarella, M., Downey, D., Popescu, A-M., Shaked, T., Soderland, S., Weld, D. and Yates, A., "Methods for Domain-Independent Information Extraction from the Web: An Experimental Comparison," AAAI 2004, San Jose, CA July 2004.

[Retrieve] Soderland, S., Etzioni, O., Shaked, T. and Weld, D., "The Use of Web-based Statistics to Validate Information Extraction," (to appear) AAAI 2004 workshop on Adaptive Text Extraction and Mining, San Jose, CA July 2004.

[Retrieve] Downey, D., Etzioni, O., Soderland, S. and Weld, D., "Learning Text Patterns for Web Information Extraction and Assessment," AAAI 2004 workshop on Adaptive Text Extraction and Mining, San Jose, CA July 2004.

[Retrieve] Ives, Z., Halevy, A. and Weld, D., "Adapting to Source Properties in Processing Data-Integration Queries," 2004 ACM SIGMOD Conference, Paris, France, June 2004.

[Retrieve] Etzioni, O., Cafarella, M., Downey, D., Kok, S., Popescu, A-M., Shaked, T., Soderland, S., Weld, D. and Yates, A., "Web-scale Information Extraction in KnowItAll," WWW 2004, New York, NY, May 2004.

Z. Ives, A. Halevy, and D. Weld "An XML Query Engine for Network-Bound Data" VLDB Journal, Vol. 11 No. 4, 2002.

Z. Ives, A. Halevy, and D. Weld "Integrating Network-Bound XML Data" IEEE Data Engineering Bulletin, June 2001.

C. Kwok, O. Etzioni, and D. Weld, "Scaling Question Answering to the Web" (WWW10) May 2001.

Z. Ives, A. Halevy, I. Tatinarov and D. Weld "Updating XML" 2001 ACM Conference on Management of Data (SIGMOD-01), San Diego, CA, May 2001

Z. Ives, A. Halevy, D. Florescu, M. Friedman, and D. Weld "Adaptive Query Processing for Internet Applications" IEEE Data Engineering Bulletin, Vol. 23 No. 2, June 2000.

A. Halevy and D. Weld "Intelligent Internet Systems" (Artificial Intelligence Journal, 118 (1-2):1-14, April 2000)

Z. Ives, D. Florescu, M. Friedman, A. Halevy and D. Weld "An Adaptive Query Execution System for Data Integration" 1999 ACM Conference on Management of Data (SIGMOD-99), Philadelphia, PA, June 1999

C. Anderson, A. Halevy and D. Weld "Web-site Management: The Tiramisu System" SIGMOD-99 Workshop on Databases and the Web, 1999

M. Perkowitz, R. Doorenbos, O. Etzioni and D. Weld "Learning to Understand Information on the Internet: An Example-Based Approach" Journal of Intelligent Information Systems, 8:133-153, 1997

[Retrieve] M. Friedman and D. Weld "Efficient Execution of Information-Gathering Plans" (IJCAI-97, August 1997)

[Retrieve] N. Kushmerick and R. Doorenbos and D. Weld "Wrapper Induction for Information Extraction" (IJCAI-97, August 1997)

[Retrieve] B. Doorenbos, O. Etzioni, D. Weld "A Scalable Comparison-Shopping Agent for the World-Wide Web" AGENTS-97, February 1997.

[Retrieve] K. Golden, D. Weld, "Representing Sensing Actions: The Middle Ground Revisited" (KR-96, Nov 1996)

[Retrieve] C. Kwok, D. Weld, "Planning to Gather Information" Proceedings of AAAI-96, Portland, OR, August 1996.

[Retrieve] D. Weld "Planning-Based Control of Software Agents," Proceedings of AIPS-96, May 1996.

[Retrieve] D. Weld, editor "The Role of Intelligent Systems in the National Information Infrastructure," AI Magazine, 16(3), pages 45-64, Fall 1995.

[Retrieve] O. Etzioni and D. Weld "Intelligent Agents on the Internet: Fact, Fiction, and Forecast," IEEE Expert, 44-49, August 1995.

MACHINE LEARNING

Peng Dai, Mausam, Daniel S. Weld. "Artificial Intelligence for Artificial Artificial Intelligence". Twenty-Fifth Conference on Artificial Intelligence (AAAI-11). San Francisco. August 2011.

Fei Wu, Raphael Hoffmann, and Daniel S. Weld "Information Extraction from WIkipedia: Moving Down the Long Tail" 14th ACM SigKDD International Conference on Knowledge Discovery and Data Mining (KDD-08), Las Vegas, NV, August 24-27, 2008.

K. Gajos and D. Weld, "Preference Elicitation for Interface Optimization" UIST 2005, Seattle, WA, October 2005.

[Retrieve] K. Gopalratnam and H. Kautz and D. Weld "Extending Continuous Time Bayesian Networks", AAAI-05, Pittsburgh, PA, USA. August 2005.

T. Lau, S. Wolfman, P. Domingos, and D. Weld, "Programming by Demonstration using Version Space Algebra" (Machine Learning 53(1--2):111--156, October-November, 2003).

Corin R. Anderson, Pedro Domingos, and Daniel S. Weld, "Relational Markov Models and their Application to Adaptive Web Navigation." Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2002). 2002.

T. Lau and P. Domingos and D. Weld, "Version Space Algebra and its Application to Programming by Demonstration" (ICML 2000, June 2000)

T. Lau and D. Weld, "Programming by Demonstration: An Inductive Learning Formulation" (IUI-99, January 1999)

M. Perkowitz, R. Doorenbos, O. Etzioni and D. Weld "Learning to Understand Information on the Internet: An Example-Based Approach" Journal of Intelligent Information Systems, 8:133-153, 1997

[Retrieve] N. Kushmerick and R. Doorenbos and D. Weld "Wrapper Induction for Information Extraction" (IJCAI-97, August 1997)

[Retrieve] B. Doorenbos, O. Etzioni, D. Weld "A Scalable Comparison-Shopping Agent for the World-Wide Web" AGENTS-97, February 1997.

KNOWLEDGE REPRESENTATION AND REASONING

[Retrieve] K. Gopalratnam and H. Kautz and D. Weld "Extending Continuous Time Bayesian Networks", AAAI-05, Pittsburgh, PA, USA. August 2005.

[Retrieve] Oren Etzioni, K. Golden and D. Weld "Sound and Efficient Closed-World Reasoning for Planning," Artificial Intelligence,89:113--148, 1996. (Formerly available as UW Technical Report TR95-02-02a, Febuary 1996.

[Retrieve] Oren Etzioni, K. Golden and D. Weld "Tractable Closed World Reasoning with Updates," Proceedings of KR-94, 12 pages, Bonn, Germany, May 1994.

QUALITATIVE AND MODEL-BASED REASONING

F. Amador, A. Finkelstein and D. Weld "Real-Time Self-Explanatory Simulation," Proceedings of AAAI-93, 562-567, Washington, D.C., July 1993.

[Retrieve] D. Neville and D. Weld "Innovative Design as Systematic Search," Proceedings of AAAI-93, 737-742, Washington, D.C., July 1993.

[Retrieve] Y. Sun and D. Weld "A Framework for Model-Based Repair," Proceedings of AAAI-93, 182-187, Washington, D.C., July 1993.

D. Weld "Qualitative Physics: Albatross or Eagle?" Computational Intelligence, 8:175-186, May 1992

D. Weld "Reasoning about Model Accuracy," Artificial Intelligence, 56:255-300, August 1992.

D. Weld "Approximation Reformulations," Proceedings of AAAI-90, 407-412, Boston, MA, August 1990.

D. Weld "Exaggeration," Artificial Intelligence, 43:311-368, June 1990.

D. Weld "Exaggeration," Proceedings of AAAI-88, 291-295, St. Paul, MN, August 1988.

D. Weld "Comparative Analysis," Artificial Intelligence, 36:333-374, October 1988.

D. Weld "Comparitive Analysis," Proceedings of IJCAI-87, 959-965, Milan, Italy, August 1987.

D. Weld "The Use of Aggregation in Causal Simulation," Artificial Intelligence, 30:1-34, October 1986.

D. Weld "Combining Discrete and Continuous Process Models," Proceedings of IJCAI-85, 140-143, Los Angeles, CA, August 1985.