Murray Campbell  Murray Campbell photo       

contact information

Distinguished Research Staff Member
Thomas J. Watson Research Center, Yorktown Heights, NY USA


Professional Associations

Professional Associations:  AAAI Fellow  |  ACM Distinguished Scientist  |  IEEE Computational Intelligence Society  |  IEEE, Senior Member


Local-to-Global Bayesian Network Structure Learning
Gao, Tian, Kshitij Fadnis, and Murray Campbell
International Conference on Machine Learning (ICML), 2017

UbuntuWorld 1.0 LTS - A Platform for Automated Problem Solving and Troubleshooting in the Ubuntu OS
T. Chakraborti, K. Talamadupula, K. Fadnis, M. Campbell, S. Kambhampati
Innovative Applications of Artificial Intelligence, 2017

Learning to Query, Reason, and Answer Questions On Ambiguous Texts
Xiaoxiao Guo, Tim Klinger, Clemens Rosenbaum, Joseph P. Bigus, Murray Campbell, Ban Kawas, Kartik Talamadupula, Gerry Tesauro, Satinder Singh
International Conference on Learning Representations (ICLR), 2017


I-athlon: toward a multidimensional Turing Test
Adams, Sam S and Banavar, Guruduth and Campbell, Murray
AI Magazine 37(1), 78--85, American Association for Artificial Intelligence, 2016


Analytics ecosystem transformation: A force for business model innovation
Chen, Ying and Kreulen, Jeffrey and Campbell, Murray and Abrams, Carl
SRII Global Conference (SRII), 2011 Annual, pp. 11--20

Information Technology For Healthcare Transformation
J. P. Bigus, M. Campbell, B. Carmeli, M. Cefkin, H. Chang, C.-H. Chen-Ritzo, W. F. Cody, S. Ebadollahi, A. Evfimievski, A. Farkash, S. Glissmann, D. Gotz, T. W. A. Grandison, D. Gruhl, P. J. Haas, M. J. H. Hsiao, P.-Y. S. Hsueh, J. Hu, J. M. Jasinski, J.
IBM Journal of Research and Development - Special Issue on the Frontiers of IT, Vol 55, No 5, pp 6:1-6:14 55(5), 6--1, IEEE, 2011

Artificial intelligence research at IBM
James Fan, Michael Campbell, Brian Kingsbury
IBM Journal of Research and Development 55(5), 16--1, IBM, 2011


Formal Models and Hybrid Approaches for Efficient Manual Image Annotation and Retrieval
R Yan, A Natsev, M Campbell
Semantic Mining Technologies for Multimedia Databases, 272, Information Science Publishing, 2009

Hybrid tagging and browsing approaches for efficient manual image annotation
Rong Yan, Apostol Natsev, Murray Campbell
IEEE MultiMedia 16(2), 0026--41, IEEE Computer Society, 2009


IBM Research TRECVID-2008 Video Retrieval System.
Natsev, Apostol and Smith, John R and Tesic, Jelena and Xie, Lexing and Yan, Rong and Jiang, Wei and Merler, Michele

Event mining in multimedia streams
L Xie, H Sundaram, M Campbell
Proceedings of the IEEE 96(4), 623--647, IEEE, 2008

Event detection in sensor networks for modern oil fields
M Hill, M Campbell, Y C Chang, V Iyengar
Proceedings of the second international conference on Distributed event-based systems, pp. 95--102, 2008

Multi-query interactive image and video retrieval-: theory and practice
Rong Yan, Apostol Natsev, Murray Campbell
Proceedings of the 2008 international conference on Content-based image and video retrieval, pp. 475--484

A learning-based hybrid tagging and browsing approach for efficient manual image annotation
R Yan, A Natsev, M Campbell
CVPR 2008: Computer Vision and Pattern Recognition, 2008, pp. 1--8


IBM Research TRECVID-2007 Video Retrieval System.
Campbell, Murray and Haubold, Alexander and Liu, Ming and Natsev, Apostol and Smith, John R and Tesic, Jelena and Xie, Lexing and Yan, Rong and Yang, Jun

An efficient manual image annotation approach based on tagging and browsing
R Yan, A Natsev, M Campbell
Workshop on multimedia information retrieval on The many faces of multimedia semantics, pp. 13--20, 2007


IBM research TRECVID-2006 video retrieval system
M Campbell, A Haubold, S Ebadollahi, M R Naphade, A Natsev, J R Smith, J Tesic, L Xie
TREC Video Retrieval Evaluation Proceedings, 2006


Learning and classification of semantic concepts in broadcast video
John R Smith, Murray Campbell, Milind Naphade, Apostol Natsev, Jelena Tesic
Proceedings of the International Conference of Intelligence Analysis, 2005

Algorithms for rapid outbreak detection: a research synthesis
D L Buckeridge, H Burkom, M Campbell, W R Hogan, A W Moore, others
Journal of Biomedical Informatics 38(2), 99--113, Elsevier, 2005


Site-based biosurveillance
Li, Chung-Sheng and Aggarwal, C and Campbell, Murray and Chang, Y and Hill, M and Iyengar, V and Naphade, M and Smith, J and Wang, M and Wu, K and others
MMWR Morb Mortal Wkly Rep53, 249, 2004


Epi-SPIRE: a system for environmental and public health activity monitoring
C S Li, C Aggrarwal, M Campbell, Y C Chang, G Glass, V Iyengar, M Joshi, C Y Lin, M Naphade, J R Smith, others
Proceedings of the 2003 International Conference on Multimedia and Expo, pp. 713--716


Deep Blue
M Campbell, A J Hoane, F Hsu, others
Artificial intelligence 134(1-2), 57--83, Elsevier, 2002


Evaluating multiple attribute items using queries
Iyengar, Vijay S and Lee, Jon and Campbell, Murray
Proceedings of the 3rd ACM conference on Electronic Commerce, pp. 144--153, 2001


Search control methods in Deep Blue
Campbell, Murray S and Hoane, A Joseph and Hsu, Feng-hsiung
AAAI Spring Symposium on Search Techniques for Problem Solving under Uncertainty and Incomplete Information, pp. 19--23, 1999

Knowledge discovery in deep blue
Campbell, Murray
Communications of the ACM 42(11), 65--67, ACM, 1999


Deep Blue system overview
F Hsu, M S Campbell, A J Hoane Jr
Proceedings of the 9th international conference on Supercomputing, pp. 240--244, 1995


Measuring the performance potential of chess programs
H J Berliner, G Goetsch, M S Campbell, C Ebeling
Artificial Intelligence 43(1), 7--20, Elsevier, 1990

A grandmaster chess machine
F Hsu, T Anantharaman, M Campbell, A Nowatzyk
Scientific American 263(4), 44--50, Scientific American Inc., 1990

Singular extensions:: Adding selectivity to brute-force searching
T Anantharaman, M S Campbell, F Hsu
Artificial Intelligence 43(1), 99--109, Elsevier, 1990


The graph-history interaction: on ignoring position history
M Campbell
Proceedings of the 1985 ACM annual conference on The range of computing: mid-80's perspective: mid-80's perspective, pp. 278--280


A comparison of minimax tree search algorithms
M S Campbell, T A Marsland
Artificial Intelligence 20(4), 347--367, Elsevier, 1983


Parallel search of strongly ordered game trees
T A Marsland, M Campbell
ACM Computing Surveys (CSUR) 14(4), 533--551, ACM, 1982


Algorithms for the parallel search of game trees
M Campbell
Technical Report 81-8, Dept. of Computing Science, University of Alberta, 1981

A survey of enhancements to the alpha-beta algorithm
T A Marsland, M Campbell
Proceedings of the ACM'81 conference, pp. 109--114, 1981


Parallel search of game trees
T A Marsland, M Campbell, AL Rivera
Technical Report TR80-7, Dept. of Computing Science, University of Alberta, 1980