Claude Sammut

Most-cited papers

Semi-Supervised Learning
E. Martin, S. Kaski, Fei Zheng, Geoffrey I. Webb +18 more
2019Encyclopedia of Database Systems4,417 citations Open access
Semantic Scholar
Viterbi Algorithm
M. Lagoudakis, T. Zeugmann, Claude Sammut
2010Encyclopedia of Machine Learning3,027 citations
Semantic Scholar
Encyclopedia of Machine Learning
Claude Sammut, Geoffrey I. Webb
2011Encyclopedia of Machine Learning1,405 citations
Semantic Scholar
Encyclopedia of Machine Learning and Data Mining
Claude Sammut, Geoffrey I. Webb
2017Encyclopedia of Machine Learning and Data Mining455 citations
Semantic Scholar
Markov Chain
Johannes Fürnkranz, P. K. Chan, Susan Craw, Claude Sammut +27 more
2010Encyclopedia of Machine Learning124 citations
Semantic Scholar
Bayesian Network
P. Munro, H. Toivonen, Geoffrey I. Webb, W. Buntine +12 more
2019Encyclopedia of Machine Learning and Data Mining88 citations Open access
Semantic Scholar
Beam Search
Claude Sammut
2017Encyclopedia of Machine Learning and Data Mining70 citations
Semantic Scholar
Variable Selection
M. Lagoudakis, T. Zeugmann, Claude Sammut
2010Encyclopedia of Machine Learning68 citations
Semantic Scholar
Characteristic
T. Shultz, S. Fahlman, Susan Craw, Periklis Andritsos +30 more
2010Encyclopedia of Machine Learning37 citations
Semantic Scholar
Mixture Modeling
Johannes Fürnkranz, P. K. Chan, Susan Craw, Claude Sammut +27 more
2010Encyclopedia of Machine Learning33 citations
Semantic Scholar
Genetic and Evolutionary Algorithms
Claude Sammut
2017Encyclopedia of Machine Learning and Data Mining31 citations
Semantic Scholar
Zero-One Loss
Claude Sammut, Geoffrey I. Webb
2017Encyclopedia of Machine Learning and Data Mining29 citations
Semantic Scholar
Discriminative Learning
Geoffrey I. Webb, Johannes Fürnkranz, Geoffrey E. Hinton, Claude Sammut +12 more
2010Encyclopedia of Machine Learning and Data Mining12 citations
Semantic Scholar
Minimum Cuts
Johannes Fürnkranz, P. K. Chan, Susan Craw, Claude Sammut +27 more
2010Encyclopedia of Machine Learning12 citations
Semantic Scholar
Generalization Performance
Xin-Hua Zhang, Novi Quadrianto, K. Kersting, Zhao Xu +20 more
2010Encyclopedia of Machine Learning10 citations
Semantic Scholar
Learning as Search
Claude Sammut
2010Encyclopedia of Machine Learning10 citations
Semantic Scholar
Decision Stump
Geoffrey I. Webb, Johannes Fürnkranz, G. Hinton, Claude Sammut +12 more
2010Encyclopedia of Machine Learning9 citations
Semantic Scholar
Mode Analysis
Johannes Fürnkranz, P. K. Chan, Susan Craw, Claude Sammut +27 more
2010Encyclopedia of Machine Learning and Data Mining9 citations
Semantic Scholar
Decision Rule
Geoffrey I. Webb, Johannes Fürnkranz, Geoffrey E. Hinton, Claude Sammut +12 more
2020Encyclopedia of Machine Learning8 citations Open access
Semantic Scholar
Credit Assignment
Claude Sammut
2017Encyclopedia of Machine Learning and Data Mining8 citations
Semantic Scholar
Mean Squared Error
Johannes Fürnkranz, P. K. Chan, Susan Craw, Claude Sammut +27 more
2010Encyclopedia of Machine Learning8 citations
Semantic Scholar
Mixture Distribution
Johannes Fürnkranz, P. K. Chan, Susan Craw, Claude Sammut +27 more
2010Encyclopedia of Machine Learning8 citations
Semantic Scholar
Stratified Cross Validation
E. Martin, S. Kaski, Fei Zheng, Geoffrey I. Webb +18 more
2010Encyclopedia of Machine Learning and Data Mining4 citations
Semantic Scholar
Decision Epoch
Geoffrey I. Webb, Johannes Fürnkranz, Geoffrey E. Hinton, Claude Sammut +12 more
2010Encyclopedia of Machine Learning and Data Mining2 citations
Semantic Scholar
Bayes Adaptive Markov Decision Processes
P. Munro, H. Toivonen, Geoffrey I. Webb, W. Buntine +12 more
2010Encyclopedia of Machine Learning and Data Mining2 citations
Semantic Scholar
Click-Through Rate (CTR)
T. Shultz, S. Fahlman, Susan Craw, Periklis Andritsos +30 more
2010Encyclopedia of Machine Learning and Data Mining2 citations
Semantic Scholar
Context-Sensitive Learning
T. Shultz, S. Fahlman, Susan Craw, Periklis Andritsos +30 more
2010Encyclopedia of Machine Learning1 citations
Semantic Scholar
Concept Learning
Claude Sammut
2010Encyclopedia of Machine Learning1 citations
Semantic Scholar
Correlation-Based Learning
T. Shultz, S. Fahlman, Susan Craw, Periklis Andritsos +30 more
2010Encyclopedia of Machine Learning1 citations
Semantic Scholar
Search Bias
E. Martin, S. Kaski, Fei Zheng, Geoffrey I. Webb +18 more
2010Encyclopedia of Machine Learning1 citations
Semantic Scholar
Markov Blanket
Johannes Fürnkranz, P. K. Chan, Susan Craw, Claude Sammut +27 more
2010Encyclopedia of Machine Learning1 citations
Semantic Scholar
Content-Based Recommending
T. Shultz, S. Fahlman, Susan Craw, Periklis Andritsos +30 more
2010Encyclopedia of Machine Learning and Data Mining1 citations
Semantic Scholar
Decision Threshold
Geoffrey I. Webb, Johannes Fürnkranz, Geoffrey E. Hinton, Claude Sammut +12 more
2010Encyclopedia of Machine Learning1 citations
Semantic Scholar
Covering Algorithm
T. Shultz, S. Fahlman, Susan Craw, Periklis Andritsos +30 more
2010Encyclopedia of Machine Learning1 citations
Semantic Scholar
Laplace Estimate
Geoffrey I. Webb, Claude Sammut, Claudia Perlich, T. Horváth +14 more
2010Encyclopedia of Machine Learning and Data Mining1 citations
Semantic Scholar
Basic Lemma
P. Munro, H. Toivonen, Geoffrey I. Webb, W. Buntine +12 more
2010Encyclopedia of Machine Learning1 citations
Semantic Scholar
Dimensionality Reduction on Text via Feature Selection
Geoffrey I. Webb, Johannes Fürnkranz, Geoffrey E. Hinton, Claude Sammut +12 more
2010Encyclopedia of Machine Learning and Data Mining1 citations
Semantic Scholar
Concept Learning
Claude Sammut
2017Encyclopedia of Machine Learning and Data Mining0 citations
Semantic Scholar
Density Estimation
Claude Sammut
2017Encyclopedia of Machine Learning and Data Mining0 citations
Semantic Scholar
Concept Drift
Claude Sammut, M. Harries
2017Encyclopedia of Machine Learning and Data Mining0 citations
Semantic Scholar
Subsumption
Claude Sammut
2017Encyclopedia of Machine Learning and Data Mining0 citations
Semantic Scholar
Greedy Search
Claude Sammut
2017Encyclopedia of Machine Learning and Data Mining0 citations
Semantic Scholar
Case
T. Shultz, S. Fahlman, Susan Craw, Periklis Andritsos +30 more
2010Encyclopedia of Machine Learning0 citations
Semantic Scholar
Saturation
E. Martin, Samuel Kaski, Fei Zheng, Geoffrey I. Webb +18 more
2010Encyclopedia of Machine Learning0 citations
Semantic Scholar
Compositional Coevolution
T. Shultz, S. Fahlman, Susan Craw, Periklis Andritsos +30 more
2010Encyclopedia of Machine Learning and Data Mining0 citations
Semantic Scholar
Spike-Timing-Dependent Plasticity
E. Martin, S. Kaski, Fei Zheng, Geoffrey I. Webb +18 more
2010Encyclopedia of Machine Learning0 citations
Semantic Scholar
Minimum Encoding Inference
Johannes Fürnkranz, P. K. Chan, Susan Craw, Claude Sammut +27 more
2010Encyclopedia of Machine Learning0 citations
Semantic Scholar
Consensus Clustering
T. Shultz, S. Fahlman, Susan Craw, Periklis Andritsos +30 more
2010Encyclopedia of Machine Learning0 citations
Semantic Scholar
Spam Detection
E. Martin, Samuel Kaski, Fei Zheng, Geoffrey I. Webb +18 more
2010Encyclopedia of Machine Learning0 citations
Semantic Scholar
Morphosyntactic Disambiguation
Johannes Fürnkranz, P. K. Chan, Susan Craw, Claude Sammut +27 more
2010Encyclopedia of Machine Learning0 citations
Semantic Scholar