Jaime Carbonell
Jaime Carbonell
Professor of Computer Science, Carnegie Mellon University
Verified email at cs.cmu.edu - Homepage
TitleCited byYear
The use of MMR, diversity-based reranking for reordering documents and producing summaries
J Carbonell, J Goldstein
Proceedings of the 21st annual international ACM SIGIR conference on …, 1998
27431998
An artificial intelligence approach
RS Mitchell, JG Michalski, TM Carbonell
Springer, Berlin, 2013
25072013
Topic detection and tracking pilot study final report
J Allan, JG Carbonell, G Doddington, J Yamron, Y Yang
Carnegie Mellon University, 1998
13111998
A study of retrospective and on-line event detection
Y Yang, T Pierce, J Carbonell
Proceedings of the 21st annual international ACM SIGIR conference on …, 1998
9051998
Derivational analogy: A theory of reconstructive problem solving and expertise acquisition.
JG Carbonell
CARNEGIE-MELLON UNIV PITTSBURGH PA DEPT OF COMPUTER SCIENCE, 1985
8151985
Learning by analogy: Formulating and generalizing plans from past experience
JG Carbonell
Machine learning, 137-161, 1983
6951983
Summarizing text documents: sentence selection and evaluation metrics
J Goldstein, M Kantrowitz, V Mittal, J Carbonell
Proceedings of the 22nd annual international ACM SIGIR conference on …, 1999
6171999
Temporal collaborative filtering with bayesian probabilistic tensor factorization
L Xiong, X Chen, TK Huang, J Schneider, JG Carbonell
Proceedings of the 2010 SIAM international conference on data mining, 211-222, 2010
5452010
Integrating planning and learning: The PRODIGY architecture
M Veloso, J Carbonell, A Perez, D Borrajo, E Fink, J Blythe
Journal of Experimental & Theoretical Artificial Intelligence 7 (1), 81-120, 1995
5341995
An overview of machine learning
JG Carbonell, RS Michalski, TM Mitchell
Machine learning, 3-23, 1983
5031983
Learning approaches for detecting and tracking news events
Y Yang, JG Carbonell, RD Brown, T Pierce, BT Archibald, X Liu
IEEE Intelligent Systems and Their Applications 14 (4), 32-43, 1999
4741999
Multi-document summarization by sentence extraction
J Goldstein, V Mittal, J Carbonell, M Kantrowitz
Proceedings of the 2000 NAACL-ANLP Workshop on Automatic summarization, 40-48, 2000
4332000
Explanation-based learning: A problem solving perspective
S Minton, JG Carbonell, CA Knoblock, DR Kuokka, O Etzioni, Y Gil
Artificial Intelligence 40 (1-3), 63-118, 1989
3841989
Prodigy: An integrated architecture for planning and learning
JG Carbonell, CA Knoblock, S Minton
Architectures for intelligence, 255-292, 2014
3212014
Subjective understanding: computer models of belief systems.
JG Carbonell
YALE UNIV NEW HAVEN CONN DEPT OF COMPUTER SCIENCE, 1979
3121979
Derivational analogy in PRODIGY: Automating case acquisition, storage, and utilization
MM Veloso, JG Carbonell
Case-Based Learning, 55-84, 1993
3111993
Topic-conditioned novelty detection
Y Yang, J Zhang, J Carbonell, C Jin
Proceedings of the eighth ACM SIGKDD international conference on Knowledge …, 2002
3072002
Machine learning: A multistrategy approach
RS Michalski, G Tecuci
Morgan Kaufmann, 1994
303*1994
Smoothing proximal gradient method for general structured sparse regression
X Chen, Q Lin, S Kim, JG Carbonell, EP Xing
The Annals of Applied Statistics 6 (2), 719-752, 2012
2962012
Machine learning: paradigms and methods
JG Carbonell
Elsevier North-Holland, Inc., 1990
260*1990
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