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Article
2020

A Survey of Moving Target Defenses for Network Security

Sengupta, S., Chowdhary, A., Sabur, A., Alshamrani, A., Huang, D. & Kambhampati, S., Jan 1 2020, (Accepted/In press) In : IEEE Communications Surveys and Tutorials.

Research output: Contribution to journalArticle

Discovering underlying plans based on shallow models

Zhuo, H. H., Zha, Y., Kambhampati, S. & Tian, X., Jan 2020, In : ACM Transactions on Intelligent Systems and Technology. 11, 2, 18.

Research output: Contribution to journalArticle

2017

Model-lite planning: Case-based vs. model-based approaches

Zhuo, H. H. & Kambhampati, S., May 1 2017, In : Artificial Intelligence. 246, p. 1-21 21 p.

Research output: Contribution to journalArticle

7 Scopus citations

Robust planning with incomplete domain models

Nguyen, T., Sreedharan, S. & Kambhampati, S., Apr 1 2017, In : Artificial Intelligence. 245, p. 134-161 28 p.

Research output: Contribution to journalArticle

3 Scopus citations
2016

A formal analysis of required cooperation in multi-agent planning

Zhang, Y., Sreedharan, S. & Kambhampati, S., 2016, In : Unknown Journal. 2016-January, p. 335-343 9 p.

Research output: Contribution to journalArticle

5 Scopus citations

BayesWipe: A scalable probabilistic framework for improving data quality

De, S., Hu, Y., Meduri, V. V., Chen, Y. & Kambhampati, S., Oct 2016, In : Journal of Data and Information Quality. 8, 1, 5.

Research output: Contribution to journalArticle

5 Scopus citations
2015

Click efficiency: a unified optimal ranking for online Ads and documents

Balakrishnan, R. & Kambhampati, S., Jun 28 2015, (Accepted/In press) In : Journal of Intelligent Information Systems.

Research output: Contribution to journalArticle

1 Scopus citations
2014

Bayesian networks for supporting query processing over incomplete autonomous databases

Raghunathan, R., De, S. & Kambhampati, S., Jun 2014, In : Journal of Intelligent Information Systems. 42, 3, p. 595-618 24 p.

Research output: Contribution to journalArticle

5 Scopus citations
12 Scopus citations
2013

Assessing relevance and trust of the deep web sources and results based on inter-source agreement

Balakrishnan, R., Kambhampati, S. & Jha, M., May 1 2013, In : ACM Transactions on the Web. 7, 2, 11.

Research output: Contribution to journalArticle

12 Scopus citations
2012

An ensemble architecture for learning complex problem-solving techniques from demonstration

Zhang, X. S., Shrestha, B., Yoon, S., Kambhampati, S., Dibona, P., Guo, J. K., McFarlane, D., Hofmann, M. O., Whitebread, K., Appling, D. S., Whitaker, E. T., Trewhitt, E. B., Ding, L., Michaelis, J. R., McGuinness, D. L., Hendler, J. A., Doppa, J. R., Parker, C., Dietterich, T. G., Tadepalli, P. & 17 others, Wong, W. K., Green, D., Rebguns, A., Spears, D., Kuter, U., Levine, G., Dejong, G., MacTavish, R. L., Ontañón, S., Radhakrishnan, J., Ram, A., Mostafa, H., Zafar, H., Zhang, C., Corkill, D., Lesser, V. & Song, Z., Sep 1 2012, In : ACM Transactions on Intelligent Systems and Technology. 3, 4, 75.

Research output: Contribution to journalArticle

8 Scopus citations

Generating diverse plans to handle unknown and partially known user preferences

Nguyen, T. A., Do, M., Gerevini, A. E., Serina, I., Srivastava, B. & Kambhampati, S., Oct 2012, In : Artificial Intelligence. 190, p. 1-31 31 p.

Research output: Contribution to journalArticle

38 Scopus citations

SMARTINT: Using mined attribute dependencies to integrate fragmented web databases

Gummadi, R., Khulbe, A., Kalavagattu, A., Salvi, S. & Kambhampati, S., Jun 1 2012, In : Journal of Intelligent Information Systems. 38, 3, p. 575-599 25 p.

Research output: Contribution to journalArticle

10 Scopus citations
2011

State agnostic planning graphs: Deterministic, non-deterministic, and probabilistic planning

Bryce, D., Cushing, W. & Kambhampati, S., Mar 1 2011, In : Artificial Intelligence. 175, 3-4, p. 848-889 42 p.

Research output: Contribution to journalArticle

6 Scopus citations
2010

Planning for human-robot teaming in open worlds

Talamadupula, K., Benton, J., Kambhampati, S., Schermerhorn, P. & Scheutz, M., Nov 1 2010, In : ACM Transactions on Intelligent Systems and Technology. 1, 2, 1869403.

Research output: Contribution to journalArticle

33 Scopus citations
2009

Anytime heuristic search for partial satisfaction planning

Benton, J., Do, M. & Kambhampati, S., Apr 1 2009, In : Artificial Intelligence. 173, 5-6, p. 562-592 31 p.

Research output: Contribution to journalArticle

31 Scopus citations

Query processing over incomplete autonomous databases: Query rewriting using learned data dependencies

Wolf, G., Kalavagattu, A., Khatri, H., Balakrishnan, R., Chokshi, B., Fan, J., Chen, Y. & Kambhampati, S., Oct 1 2009, In : VLDB Journal. 18, 5, p. 1167-1190 24 p.

Research output: Contribution to journalArticle

21 Scopus citations
2008

Loosely coupled formulations for automated planning: An integer programming perspective

Van Den Briel, M. H. L., Vossen, T. & Kambhampati, S., Jan 1 2008, In : Journal of Artificial Intelligence Research. 31, p. 217-257 41 p.

Research output: Contribution to journalArticle

12 Scopus citations

Sequential Monte Carlo in reachability heuristics for probabilistic planning

Bryce, D., Kambhampati, S. & Smith, D. E., Apr 1 2008, In : Artificial Intelligence. 172, 6-7, p. 685-715 31 p.

Research output: Contribution to journalArticle

5 Scopus citations
2007

A tutorial on planning graph - Based reachability heuristics

Bryce, D. & Kambhampati, S., Mar 1 2007, In : AI Magazine. 28, 1, p. 47-83 37 p.

Research output: Contribution to journalArticle

18 Scopus citations
2006

Planning graph heuristics for belief space search

Bryce, D., Kambhampati, S. & Smith, D. E., Oct 2 2006, In : Journal of Artificial Intelligence Research. 26, p. 35-99 65 p.

Research output: Contribution to journalArticle

98 Scopus citations
2005

A snapshot of public web services

Fan, J. & Kambhampati, S., Mar 1 2005, In : SIGMOD Record. 34, 1, p. 24-32 9 p.

Research output: Contribution to journalArticle

95 Scopus citations

Effectively mining and using coverage and overlap statistics for data integration

Nie, Z., Kambhampati, S. & Nambiar, U., May 2005, In : IEEE Transactions on Knowledge and Data Engineering. 17, 5, p. 638-651 14 p.

Research output: Contribution to journalArticle

12 Scopus citations

Optiplan: Unifying IP-based and graph-based planning

Van Den Briel, M. H. L. & Kambhampati, S., Jul 1 2005, In : Journal of Artificial Intelligence Research. 24, p. 919-931 13 p.

Research output: Contribution to journalArticle

27 Scopus citations

The Twentieth National Conference on Artificial Intelligence

Veloso, M. M. & Kambhampati, S., Dec 1 2005, In : AI Magazine. 26, 4, p. 100-101 2 p.

Research output: Contribution to journalArticle

Using memory to transform search on the planning graph

Zimmerman, T. & Kambhampati, S., Jan 1 2005, In : Journal of Artificial Intelligence Research. 23, p. 533-585 53 p.

Research output: Contribution to journalArticle

6 Scopus citations
2003

Alt Alt p: Online parallelization of plans with heuristic state search

Nigenda, R. S. & Kambhampati, S., Jul 1 2003, In : Journal of Artificial Intelligence Research. 19, p. 631-657 27 p.

Research output: Contribution to journalArticle

7 Scopus citations

Information integration on the web: A view from AI and databases (Report on IIWeb-03)

Kambhampati, S. & Knoblock, C. A., Dec 1 2003, In : SIGMOD Record. 32, 4, p. 122-123 2 p.

Research output: Contribution to journalArticle

3 Scopus citations

Introduction to the Special Issue on Planning: Research Issues at the Intersection of Planning and Constraint Programming

Nareyek, A. & Kambhampati, S., Oct 1 2003, In : Constraints. 8, 4, p. 335-338 4 p.

Research output: Contribution to journalArticle

Learning-assisted automated planning: Looking back, taking stock, going forward

Zimmerman, T. & Kambhampati, S., Jan 1 2003, In : AI Magazine. 24, 2, p. 73-96 24 p.

Research output: Contribution to journalArticle

62 Scopus citations

Sapa: A multi-objective metric temporal planner

Do, M. B. & Kambhampati, S., Dec 1 2003, In : Journal of Artificial Intelligence Research. 20, p. 155-194 40 p.

Research output: Contribution to journalArticle

125 Scopus citations
2002

Planning graph as the basis for deriving heuristics for plan synthesis by state space and CSP search

Nguyen, X., Kambhampati, S. & Nigenda, R. S., Feb 2002, In : Artificial Intelligence. 135, 1-2, p. 73-123 51 p.

Research output: Contribution to journalArticle

60 Scopus citations
2001

ALTALT: Combining graphplan and heuristic state search

Srivastava, B., Nguyen, X., Kambhampati, S., Do, M. B., Nambiar, U., Nie, Z., Nigenda, R. & Zimmerman, T., Sep 1 2001, In : AI Magazine. 22, 3, p. 88-90 3 p.

Research output: Contribution to journalArticle

5 Scopus citations

Planning as constraint satisfaction: Solving the planning graph by compiling it into CSP

Do, M. B. & Kambhampati, S., Nov 1 2001, In : Artificial Intelligence. 132, 2, p. 151-182 32 p.

Research output: Contribution to journalArticle

86 Scopus citations

Planning the project management way: Efficient planning by effective integration of causal and resource reasoning in RealPlan

Srivastava, B., Kambhampati, S. & Do, M. B., Sep 1 2001, In : Artificial Intelligence. 131, 1-2, p. 73-134 62 p.

Research output: Contribution to journalArticle

24 Scopus citations
2000
51 Scopus citations
1998
12 Scopus citations

Synthesizing customized planners from specifications

Srivastava, B. & Kambhampati, S., Dec 1 1998, In : Journal of Artificial Intelligence Research. 8, p. 93-128 36 p.

Research output: Contribution to journalArticle

6 Scopus citations
1997

Refinement planning as a unifying framework for plan synthesis

Kambhampati, S., Dec 1 1997, In : AI Magazine. 18, 2, p. 67-97 31 p.

Research output: Contribution to journalArticle

44 Scopus citations
1996

Failure driven dynamic search control for partial order planners: An explanation based approach

Kambhampati, S., Katukam, S. & Qu, Y., Dec 1 1996, In : Artificial Intelligence. 88, 1-2, p. 253-315 63 p.

Research output: Contribution to journalArticle

11 Scopus citations

On the nature and role of modal truth criteria in planning

Kambhampati, S. & Dana S, N., Apr 1996, In : Artificial Intelligence. 82, 1-2, p. 129-155 27 p.

Research output: Contribution to journalArticle

Open Access
4 Scopus citations

Theoretical contributions of Al

Kambhampati, S., 1996, In : Computer. 29, 10, p. 95 1 p.

Research output: Contribution to journalArticle

1995

Al Planning: A Prospectus on Theory and Applications

Kambhampati, S., Sep 1 1995, In : ACM Computing Surveys. 27, 3, p. 334-336 3 p.

Research output: Contribution to journalArticle

Planning as refinement search: a unified framework for evaluating design tradeoffs in partial-order planning

Kambhampati, S., Knoblock, C. A. & Yang, Q., Jul 1995, In : Artificial Intelligence. 76, 1-2, p. 167-238 72 p.

Research output: Contribution to journalArticle

77 Scopus citations
1994

A unified framework for explanation-based generalization of partially ordered and partially instantiated plans

Kambhampati, S. & Kedar, S., May 1994, In : Artificial Intelligence. 67, 1, p. 29-70 42 p.

Research output: Contribution to journalArticle

23 Scopus citations

EXPLOITING CAUSAL STRUCTURE TO CONTROL RETRIEVAL AND REFITTING DURING PLAN REUSE

Kambhampati, S., May 1994, In : Computational Intelligence. 10, 2, p. 212-244 33 p.

Research output: Contribution to journalArticle

6 Scopus citations

Multi-contributor causal structures for planning: a formalization and evaluation

Kambhampati, S., Sep 1994, In : Artificial Intelligence. 69, 1-2, p. 235-278 44 p.

Research output: Contribution to journalArticle

7 Scopus citations
1993

Integrating General Purpose Planners and Specialized Reasoners: Case Study of a Hybrid Planning Architecture

Kambhampati, S., Cutkosky, M. S., Lee, S. H. & Tenenbaum, J. M., Jan 1 1993, In : IEEE Transactions on Systems, Man and Cybernetics. 23, 6, p. 1503-1518 16 p.

Research output: Contribution to journalArticle

28 Scopus citations
1992

A validation-structure-based theory of plan modification and reuse

Kambhampati, S. & Hendler, J. A., Jun 1992, In : Artificial Intelligence. 55, 2-3, p. 193-258 66 p.

Research output: Contribution to journalArticle

121 Scopus citations
1986

Multiresolution Path Planning for Mobile Robots

Kambhampati, S. & Davis, L. S., Sep 1986, In : IEEE Journal on Robotics and Automation. 2, 3, p. 135-145 11 p.

Research output: Contribution to journalArticle

230 Scopus citations