Constraint Learning

Constraint Learning is a computational method within constraint satisfaction that identifies and incorporates new constraints from problem-solving experiences to refine the search space and improve reasoning efficiency.

135

Publications

5.6K

Citations

348

Authors

170

Institutions

Publications per year

2017–2026

Parents

Constraint ModelingConstraint RepresentationConstraint Satisfaction

Publications

135

From Instance-level Constraints to Space-Level Constraints: Making the Most of Prior Knowledge in Data Clustering

Dan Klein, Sepandar Kamvar, Christopher D. Manning · 2002 · 523 citations

Computing, Computer Science, Data Science +16

Learning while searching in constraint-satisfaction-problems

Rina Dechter · 1986 · 197 citations

Computing, Computer Science, Algorithms +16

Causal Discovery for Climate Research Using Graphical Models

Imme Ebert‐Uphoff, Yi Deng · Journal of Climate · 2012 · 194 citations · Full text

Natural Sciences, Earth Sciences, Meteorology +17

Feature Selection with the <i>R</i> Package <b>MXM</b>: Discovering Statistically Equivalent Feature Subsets

Vincenzo Lagani, Giorgos Athineou, Alessio Farcomeni et al. · Journal of Statistical Software · 2017 · 176 citations · Full text

Computing, Computer Science, Data Science +12

Constraint-Based Question Answering with Knowledge Graph

Junwei Bao, Nan Duan, Zhao Yan et al. · International Conference on Computational Linguistics · 2016 · 168 citations

Computing, Computer Science, Computational Linguistics +13

1–5 of 135

Authors

348

EC
Eugene C. Freuder
University of New Hampshire, United States
6 publications · 144 citations
6
h-index
CB
Christian Bessière
Centre National de la Recherche Scientifique, France
5 publications · 163 citations
5
h-index
LD
Luc De Raedt
KU Leuven, Belgium
4 publications · 149 citations
4
h-index
DR
Dan Roth
University of Illinois Urbana-Champaign, United States
4 publications · 113 citations
4
h-index
SK
Samuel Kolb
KU Leuven, Belgium
3 publications · 78 citations
3
h-index

1–5 of 348

Institutions

170

1–8 of 170

Venues

Artificial Intelligence
9 publications · 352 citations
9
h-index
arXiv (Cornell University)
Repository · 10 publications · 181 citations
9
h-index
National Conference on Artificial Intelligence
Conference · 3 publications · 109 citations
3
h-index
International Journal of Artificial Intelligence in Education
3 publications · 55 citations
3
h-index
HAL (Le Centre pour la Communication Scientifique Directe)
Repository · 3 publications · 141 citations
3
h-index

1–5