Frédéric Koriche

594 total citations
17 papers, 131 citations indexed

About

Frédéric Koriche is a scholar working on Artificial Intelligence, Computer Networks and Communications and Management Science and Operations Research. According to data from OpenAlex, Frédéric Koriche has authored 17 papers receiving a total of 131 indexed citations (citations by other indexed papers that have themselves been cited), including 15 papers in Artificial Intelligence, 4 papers in Computer Networks and Communications and 4 papers in Management Science and Operations Research. Recurrent topics in Frédéric Koriche's work include Bayesian Modeling and Causal Inference (6 papers), Constraint Satisfaction and Optimization (4 papers) and Semantic Web and Ontologies (3 papers). Frédéric Koriche is often cited by papers focused on Bayesian Modeling and Causal Inference (6 papers), Constraint Satisfaction and Optimization (4 papers) and Semantic Web and Ontologies (3 papers). Frédéric Koriche collaborates with scholars based in France, Ireland and China. Frédéric Koriche's co-authors include Bruno Zanuttini, Barry O’Sullivan, Christian Bessière, Jean-Marie Lagniez, Pierre Marquis, Gilles Audemard, Hao Wang, Rémi Coletta, Yang Gao and Christophe Lecoutre and has published in prestigious journals such as Artificial Intelligence, IEEE Transactions on Neural Networks and Learning Systems and Machine Learning.

In The Last Decade

Frédéric Koriche

16 papers receiving 128 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Frédéric Koriche France	7	80	54	32	20	19	17	131
Fernando Sáenz-Pérez Spain	6	91 1.1×	52 1.0×	16 0.5×	13 0.7×	20 1.1×	43	134
Michel de Rougemont France	6	89 1.1×	42 0.8×	28 0.9×	16 0.8×	11 0.6×	28	134
Samir Loudni France	6	29 0.4×	40 0.7×	19 0.6×	12 0.6×	31 1.6×	25	93
Yiqun Lisa Yin China	8	75 0.9×	52 1.0×	14 0.4×	15 0.8×	16 0.8×	19	127
Nicolas Beldiceanu France	8	59 0.7×	115 2.1×	30 0.9×	34 1.7×	11 0.6×	26	155
Patrice Boizumault France	6	55 0.7×	61 1.1×	20 0.6×	62 3.1×	23 1.2×	23	131
Salvador Abreu Portugal	7	97 1.2×	57 1.1×	5 0.2×	6 0.3×	45 2.4×	34	142
Ingo Thon Belgium	7	141 1.8×	20 0.4×	20 0.6×	15 0.8×	13 0.7×	15	162
Yichen Qian China	5	45 0.6×	26 0.5×	27 0.8×	8 0.4×	15 0.8×	7	151
Cyril Terrioux France	6	40 0.5×	97 1.8×	47 1.5×	14 0.7×	3 0.2×	23	117

Countries citing papers authored by Frédéric Koriche

Since Specialization

Citations

This map shows the geographic impact of Frédéric Koriche's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Frédéric Koriche with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Frédéric Koriche more than expected).

Fields of papers citing papers by Frédéric Koriche

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Frédéric Koriche. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Frédéric Koriche. The network helps show where Frédéric Koriche may publish in the future.

Co-authorship network of co-authors of Frédéric Koriche

This figure shows the co-authorship network connecting the top 25 collaborators of Frédéric Koriche. A scholar is included among the top collaborators of Frédéric Koriche based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Frédéric Koriche. Frédéric Koriche is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

17 of 17 papers shown

Audemard, Gilles, et al.. (2022). On the explanatory power of Boolean decision trees. Data & Knowledge Engineering. 142. 102088–102088. 15 indexed citations

Audemard, Gilles, et al.. (2022). On Preferred Abductive Explanations for Decision Trees and Random Forests. Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence. 643–650. 6 indexed citations

Audemard, Gilles, et al.. (2022). Trading Complexity for Sparsity in Random Forest Explanations. Proceedings of the AAAI Conference on Artificial Intelligence. 36(5). 5461–5469. 7 indexed citations

Koriche, Frédéric, et al.. (2022). Best Heuristic Identification for Constraint Satisfaction. Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence. 1859–1865. 2 indexed citations

Koriche, Frédéric, et al.. (2020). Learning Variable Ordering Heuristics with Multi-Armed Bandits and Restarts.. HAL (Le Centre pour la Communication Scientifique Directe). 371–378. 2 indexed citations

Koriche, Frédéric, et al.. (2018). Tracking Sparse Linear Classifiers. IEEE Transactions on Neural Networks and Learning Systems. 30(7). 2079–2092. 9 indexed citations

Koriche, Frédéric, et al.. (2017). WoodStock : un programme-joueur générique. Revue d intelligence artificielle. 31(3). 281–310. 1 indexed citations

Bessière, Christian, et al.. (2015). Constraint acquisition. Artificial Intelligence. 244. 315–342. 42 indexed citations

Koriche, Frédéric, et al.. (2015). General game playing with stochastic CSP. Constraints. 21(1). 95–114. 4 indexed citations

10.

Koriche, Frédéric. (2012). Relational networks of conditional preferences. Machine Learning. 89(3). 233–255. 1 indexed citations

11.

Bessière, Christian, et al.. (2012). Branch and Learn pour l'acquisition de CSP. HAL (Le Centre pour la Communication Scientifique Directe). 64–73. 1 indexed citations

12.

Koriche, Frédéric & Bruno Zanuttini. (2010). Learning conditional preference networks. Artificial Intelligence. 174(11). 685–703. 30 indexed citations

13.

Chevaleyre, Yann, Frédéric Koriche, Jérôme Lang, Jérôme Mengin, & Bruno Zanuttini. (2010). Learning Ordinal Preferences on Multiattribute Domains: The Case of CP-nets.. Base Institutionnelle de Recherche de l'université Paris-Dauphine (BIRD) (University Paris-Dauphine). 273–296. 1 indexed citations

14.

Bessière, Christian, Rémi Coletta, Frédéric Koriche, & Barry O’Sullivan. (2006). Acquiring constraint networks using a SAT-based version space algorithm. HAL (Le Centre pour la Communication Scientifique Directe). 1565–1568. 7 indexed citations

15.

Koriche, Frédéric. (2002). Approximate coherence-based reasoning. Journal of Applied Non-Classical Logics. 12(2). 239–258. 1 indexed citations

16.

Koriche, Frédéric. (2002). Modeling knowledge merging systems. 79. 562–567. 1 indexed citations

17.

Koriche, Frédéric. (1998). Approximate Reasoning about Combined Knowledge. 1 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact