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ORCIDColin de la Higuera
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- affiliation: Nantes University
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2020 – today
- 2024
[c54]Reda Marzouk, Colin de la Higuera:
On the Tractability of SHAP Explanations under Markovian Distributions. ICML 2024- [i6]Reda Marzouk, Colin de la Higuera:
On the Tractability of SHAP Explanations under Markovian Distributions. CoRR abs/2405.02936 (2024) - 2022
- [i5]Reda Marzouk, Colin de la Higuera:
Marginal Inference queries in Hidden Markov Models under context-free grammar constraints. CoRR abs/2206.12862 (2022) - 2021
- [c53]Victor Connes, Colin de la Higuera, Hoël Le Capitaine:
What should I learn next? Ranking Educational Resources. COMPSAC 2021: 109-114 - [c52]Victor Connes, Colin de la Higuera, Hoel Le Capitaine:
Using Grammatical Inference to Build Privacy Preserving Data-sets of User Logs. ICGI 2021: 176-190 - [c51]Odile Bellenguez, Olivier Cardin, Toinon Vigier, Colin de la Higuera:
Ethical Principles in Industry 4.0 Automated Decision-Making Systems. SOHOMA 2021: 333-347 - 2020
- [j30]Sahan Bulathwela, María Pérez-Ortiz, Rishabh Mehrotra, Davor Orlic, Colin de la Higuera, John Shawe-Taylor, Emine Yilmaz:
Report on the WSDM 2020 workshop on state-based user modelling (SUM'20). SIGIR Forum 54(1): 5:1-5:11 (2020) - [c50]Alicia García-Holgado
, Francisco José García-Peñalvo, Colin de la Higuera, Antonio Moreira Teixeira, Ulf-Daniel Ehlers, James Brunton, Fabio Nascimbeni, Natalia Padilla Zea, Daniel Burgos:
Promoting Open Education Through Gamification in Higher Education: the OpenGame project. TEEM 2020: 399-404 - [c49]Sahan Bulathwela, María Pérez-Ortiz, Rishabh Mehrotra, Davor Orlic, Colin de la Higuera, John Shawe-Taylor, Emine Yilmaz:
SUM'20: State-based User Modelling. WSDM 2020: 899-900 - [i4]Reda Marzouk, Colin de la Higuera:
Distance and Equivalence between Finite State Machines and Recurrent Neural Networks: Computational results. CoRR abs/2004.00478 (2020)
2010 – 2019
- 2019
- [j29]Achilles Beros, Colin de la Higuera:
Teachers, Learners, and Oracles. Notre Dame J. Formal Log. 60(1): 13-26 (2019) - [c48]Alexis Linard, Colin de la Higuera, Frits W. Vaandrager:
Learning Unions of k-Testable Languages. LATA 2019: 328-339 - 2018
- [c47]Tatsuya Akutsu, Colin de la Higuera, Takeyuki Tamura:
A Simple Linear-Time Algorithm for Computing the Centroid and Canonical Form of a Plane Graph and Its Applications. CPM 2018: 10:1-10:12 - [i3]Alexis Linard, Colin de la Higuera, Frits W. Vaandrager:
Learning Unions of k-Testable Languages. CoRR abs/1812.08269 (2018) - 2017
- [j28]Jorge Calvo-Zaragoza, José Oncina, Colin de la Higuera:
Computing the Expected Edit Distance from a String to a Probabilistic Finite-State Automaton. Int. J. Found. Comput. Sci. 28(5): 603-622 (2017) - 2016
- [j27]James Scicluna, Colin de la Higuera:
Grammatical Inference of PCFGs Applied to Language Modelling and Unsupervised Parsing. Fundam. Informaticae 146(4): 379-402 (2016) - [j26]Achilles A. Beros, Colin de la Higuera:
A Canonical Semi-Deterministic Transducer. Fundam. Informaticae 146(4): 431-459 (2016) - [j25]Rémi Eyraud, Colin de la Higuera, Makoto Kanazawa, Ryo Yoshinaka:
Preface. Fundam. Informaticae 146(4): i-ii (2016) - [c46]Jean-Christophe Janodet, Colin de la Higuera:
Computing the Overlaps of Two Maps. CTIC 2016: 65-76 - [c45]Jorge Calvo-Zaragoza, Colin de la Higuera, José Oncina:
Computing the Expected Edit Distance from a String to a PFA. CIAA 2016: 39-50 - 2015
- [b1]Jeffrey Heinz, Colin de la Higuera, Menno van Zaanen:
Grammatical Inference for Computational Linguistics. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2015, ISBN 978-3-031-01031-6 - [j24]Christine Solnon, Guillaume Damiand, Colin de la Higuera, Jean-Christophe Janodet:
On the complexity of submap isomorphism and maximum common submap problems. Pattern Recognit. 48(2): 302-316 (2015) - [c44]Hugo Mougard, Matthieu Riou, Colin de la Higuera, Solen Quiniou, Olivier Aubert:
The Paper or the Video: Why Choose? WWW (Companion Volume) 2015: 1019-1022 - 2014
- [j23]Colin de la Higuera, José Oncina:
The most probable string: an algorithmic study. J. Log. Comput. 24(2): 311-330 (2014) - [j22]Jeffrey Heinz, Colin de la Higuera, Tim Oates:
Introduction to the Special Issue on Grammatical Inference. Mach. Learn. 96(1-2): 1-3 (2014) - [j21]Sicco Verwer, Rémi Eyraud, Colin de la Higuera:
PAutomaC: a probabilistic automata and hidden Markov models learning competition. Mach. Learn. 96(1-2): 129-154 (2014) - [c43]James Scicluna, Colin de la Higuera:
PCFG Induction for Unsupervised Parsing and Language Modelling. EMNLP 2014: 1353-1362 - [c42]Achilles Beros, Colin de la Higuera:
A Canonical Semi-Deterministic Transducer. ICGI 2014: 33-48 - [c41]James Scicluna, Colin de la Higuera:
Grammatical Inference of some Probabilistic Context-Free Grammars from Positive Data using Minimum Satisfiability. ICGI 2014: 139-152 - [i2]Achilles Beros, Colin de la Higuera:
A Canonical Semi-Deterministic Transducer. CoRR abs/1405.2476 (2014) - [i1]Colin de la Higuera, James Scicluna, Mark-Jan Nederhof:
On the Computation of Distances for Probabilistic Context-Free Grammars. CoRR abs/1407.1513 (2014) - 2013
- [j20]Colin de la Higuera, Jean-Christophe Janodet, Émilie Samuel, Guillaume Damiand, Christine Solnon:
Polynomial algorithms for open plane graph and subgraph isomorphisms. Theor. Comput. Sci. 498: 76-99 (2013) - [c40]Colin de la Higuera, José Oncina:
Computing the Most Probable String with a Probabilistic Finite State Machine. FSMNLP 2013: 1-8 - [c39]Christine Solnon, Guillaume Damiand, Colin de la Higuera, Jean-Christophe Janodet:
On the Complexity of Submap Isomorphism. GbRPR 2013: 21-30 - [c38]Hasan Ibne Akram, Colin de la Higuera:
Learning Probabilistic Subsequential Transducers from Positive Data. ICAART (1) 2013: 479-486 - 2012
- [c37]Jeffrey Heinz, Colin de la Higuera, Tim Oates:
Preface. ICGI 2012: 1-3 - [c36]Hasan Ibne Akram, Colin de la Higuera, Claudia Eckert:
Actively Learning Probabilistic Subsequential Transducers. ICGI 2012: 19-33 - [c35]Sicco Verwer, Rémi Eyraud, Colin de la Higuera:
Results of the PAutomaC Probabilistic Automaton Learning Competition. ICGI 2012: 243-248 - [e3]Jeffrey Heinz, Colin de la Higuera, Tim Oates:
Proceedings of the Eleventh International Conference on Grammatical Inference, ICGI 2012, University of Maryland, College Park, USA, September 5-8, 2012. JMLR Proceedings 21, JMLR.org 2012 [contents] - 2011
- [j19]Guillaume Damiand, Christine Solnon, Colin de la Higuera, Jean-Christophe Janodet, Émilie Samuel:
Polynomial algorithms for subisomorphism of nD open combinatorial maps. Comput. Vis. Image Underst. 115(7): 996-1010 (2011) - [j18]Dorota Glowacka, John Shawe-Taylor, Alexander Clark, Colin de la Higuera, Mark Johnson:
Introduction to the Special Topic on Grammar Induction, Representation of Language and Language Learning. J. Mach. Learn. Res. 12: 1425-1428 (2011) - [c34]Jeffrey Heinz, Colin de la Higuera, Menno van Zaanen:
Formal and Empirical Grammatical Inference. ACL (Tutorial Abstracts) 2011: 2 - [c33]Colin de la Higuera, José Oncina:
Finding the Most Probable String and the Consensus String: an Algorithmic Study. IWPT 2011: 26-36 - 2010
- [c32]Hasan Ibne Akram, Colin de la Higuera, Huang Xiao, Claudia Eckert:
Grammatical Inference Algorithms in MATLAB. ICGI 2010: 262-266 - [c31]Émilie Samuel, Colin de la Higuera, Jean-Christophe Janodet:
Extracting Plane Graphs from Images. SSPR/SPR 2010: 233-243
2000 – 2009
- 2009
- [j17]Émilie Samuel, Colin de la Higuera:
ERS, une plate-forme bibliométrique. Présentation d'une plate-forme web de mesure bibliométrique des revues en informatique. Rev. d'Intelligence Artif. 23(1): 133-153 (2009) - [c30]Colin de la Higuera:
Learning Finite State Machines. FSMNLP 2009: 1-10 - [c29]David Combe, Colin de la Higuera, Jean-Christophe Janodet:
Zulu: An Interactive Learning Competition. FSMNLP 2009: 139-146 - [c28]Guillaume Damiand, Colin de la Higuera, Jean-Christophe Janodet, Émilie Samuel, Christine Solnon:
A Polynomial Algorithm for Submap Isomorphism. GbRPR 2009: 102-112 - 2008
- [j16]Colin de la Higuera, Tim Oates, Menno van Zaanen:
Introduction: Special Issue on Applications of Grammatical Inference. Appl. Artif. Intell. 22(1&2): 1-3 (2008) - [j15]Leonor Becerra-Bonache, Colin de la Higuera, Jean-Christophe Janodet, Frédéric Tantini:
Learning Balls of Strings from Edit Corrections. J. Mach. Learn. Res. 9: 1841-1870 (2008) - [c27]Émilie Samuel, Colin de la Higuera:
ERS: Evaluating Reputations of Scientific Journals. ECAI 2008: 817-818 - [c26]Colin de la Higuera, Luisa Micó:
A contextual normalised edit distance. ICDE Workshops 2008: 354-361 - [c25]Colin de la Higuera, Jean-Christophe Janodet, Frédéric Tantini:
Learning Languages from Bounded Resources: The Case of the DFA and the Balls of Strings. ICGI 2008: 43-56 - [c24]Colin de la Higuera, Luisa Micó:
A Contextual Normalised Edit Distance. SISAP 2008: 61-68 - 2007
- [j14]Rémi Eyraud, Colin de la Higuera, Jean-Christophe Janodet:
LARS: A learning algorithm for rewriting systems. Mach. Learn. 66(1): 7-31 (2007) - [c23]D. Gnanaraj Thomas, M. Humrosia Begam, N. Gnanamalar David, Colin de la Higuera:
Hexagonal Array Acceptors and Learning. Formal Models, Languages and Applications 2007: 364-378 - [c22]Leonor Becerra-Bonache, Colin de la Higuera, Jean-Christophe Janodet, Frédéric Tantini:
Learning Balls of Strings with Correction Queries. ECML 2007: 18-29 - 2006
- [c21]Frédéric Tantini, Colin de la Higuera, Jean-Christophe Janodet:
Identification in the Limit of Systematic-Noisy Languages. ICGI 2006: 19-31 - [c20]Colin de la Higuera:
Ten Open Problems in Grammatical Inference. ICGI 2006: 32-44 - 2005
- [j13]Enrique Vidal, Franck Thollard, Colin de la Higuera, Francisco Casacuberta, Rafael C. Carrasco:
Probabilistic Finite-State Machines-Part I. IEEE Trans. Pattern Anal. Mach. Intell. 27(7): 1013-1025 (2005) - [j12]Enrique Vidal, Franck Thollard, Colin de la Higuera, Francisco Casacuberta, Rafael C. Carrasco:
Probabilistic Finite-State Machines-Part II. IEEE Trans. Pattern Anal. Mach. Intell. 27(7): 1026-1039 (2005) - [j11]Colin de la Higuera:
A bibliographical study of grammatical inference. Pattern Recognit. 38(9): 1332-1348 (2005) - [c19]Colin de la Higuera, Frédéric Piat, Frédéric Tantini:
Learning Stochastic Finite Automata for Musical Style Recognition. CIAA 2005: 345-346 - 2004
- [j10]Pieter W. Adriaans, Henning Fernau, Colin de la Higuera, Menno van Zaanen:
Introduction to the Special Issue on Grammar Induction. Grammars 7: 41-43 (2004) - [j9]Henning Fernau, Colin de la Higuera:
Grammar Induction: An Invitation to Formal Language Theorists. Grammars 7: 45-55 (2004) - [j8]Colin de la Higuera, Jean-Christophe Janodet:
Inference of [omega]-languages from prefixes. Theor. Comput. Sci. 313(2): 295-312 (2004) - [c18]François Coste, Daniel Fredouille, Christopher Kermorvant, Colin de la Higuera:
Introducing Domain and Typing Bias in Automata Inference. ICGI 2004: 115-126 - [c17]Rémi Eyraud, Colin de la Higuera, Jean-Christophe Janodet:
Representing Languages by Learnable Rewriting Systems. ICGI 2004: 139-150 - [c16]Colin de la Higuera, José Oncina:
Learning Stochastic Finite Automata. ICGI 2004: 175-186 - [c15]Christopher Kermorvant, Colin de la Higuera, Pierre Dupont:
Improving Probabilistic Automata Learning with Additional Knowledge. SSPR/SPR 2004: 260-268 - [c14]Thierry Murgue, Colin de la Higuera:
Distances between Distributions: Comparing Language Models. SSPR/SPR 2004: 269-277 - 2003
- [c13]Colin de la Higuera, José Oncina:
Identification with Probability One of Stochastic Deterministic Linear Languages. ALT 2003: 247-258 - [e2]Colin de la Higuera, Pieter W. Adriaans, Menno van Zaanen, José Oncina:
Proceedings of the Workshop and Tutorial on Learning Contex-Free Grammars, ECML 2003, Cavtat-Dubrovnik, Croatia, September 22-26, 2003. Ruder Boskovic Institute, Zagreb, Croatia 2003, ISBN 953-6690-39-X [contents] - 2002
- [c12]Colin de la Higuera, José Oncina:
Inferring Deterministic Linear Languages. COLT 2002: 185-200 - [c11]Colin de la Higuera, José Oncina:
On Sufficient Conditions to Identify in the Limit Classes of Grammars from Polynomial Time and Data. ICGI 2002: 134-148 - [c10]Christopher Kermorvant, Colin de la Higuera:
Learning Languages with Help. ICGI 2002: 161-173 - 2001
- [j7]Vasant G. Honavar, Colin de la Higuera:
Introduction. Mach. Learn. 44(1/2): 5-7 (2001) - [c9]Colin de la Higuera, Jean-Christophe Janodet:
Inference of omega-Languages from Prefixes. ALT 2001: 364-378 - 2000
- [j6]Colin de la Higuera, Francisco Casacuberta:
Topology of Strings: Median String is NP-Complete. Theor. Comput. Sci. 230(1-2): 39-48 (2000) - [c8]Francisco Casacuberta, Colin de la Higuera:
Computational Complexity of Problems on Probabilistic Grammars and Transducers. ICGI 2000: 15-24 - [c7]Colin de la Higuera, Franck Thollard:
Identification in the Limit with Probability One of Stochastic Deterministic Finite Automata. ICGI 2000: 141-156 - [c6]Franck Thollard, Pierre Dupont, Colin de la Higuera:
Probabilistic DFA Inference using Kullback-Leibler Divergence and Minimality. ICML 2000: 975-982 - [c5]Colin de la Higuera:
Current Trends in Grammatical Inference. SSPR/SPR 2000: 28-31
1990 – 1999
- 1999
- [j5]Francisco Casacuberta, Colin de la Higuera:
Optimal linguistic decoding is a difficult computational problem. Pattern Recognit. Lett. 20(8): 813-821 (1999) - 1998
- [c4]Colin de la Higuera:
Learning Stochastic Finite Automata from Experts. ICGI 1998: 79-89 - 1997
- [j4]Colin de la Higuera:
Characteristic Sets for Polynomial Grammatical Inference. Mach. Learn. 27(2): 125-138 (1997) - [j3]Colin de la Higuera, Lhouari Nourine:
Drawing and Encoding Two-Dimensional Posets. Theor. Comput. Sci. 175(2): 293-308 (1997) - 1996
- [j2]Colin de la Higuera, Marie-Catherine Daniel-Vatonne:
On Sets of Terms: A Study of a Generalisation Relation and of Its Algorithmic Properties. Fundam. Informaticae 25(2): 99-121 (1996) - [c3]Colin de la Higuera:
Characteristic sets for polynominal grammatical inference. ICGI 1996: 59-71 - [c2]Colin de la Higuera, José Oncina, Enrique Vidal:
Identification of DFA: data-dependent vs data-independent algorithms. ICGI 1996: 313-325 - [e1]Laurent Miclet, Colin de la Higuera:
Grammatical Inference: Learning Syntax from Sentences, 3rd International Colloquium, ICGI-96, Montpellier, France, September 25-27, 1996, Proceedings. Lecture Notes in Computer Science 1147, Springer 1996, ISBN 3-540-61778-7 [contents] - 1994
- [j1]Angela von Arnim, Colin de la Higuera:
Computing the Jump Number on Semi-orders Is Polynomial. Discret. Appl. Math. 51(1-2): 219-232 (1994) - [c1]Pascal Jappy, Marie-Catherine Daniel-Vatonne, Olivier Gascuel, Colin de la Higuera:
Learning from Recursive, Tree Structured Examples. ECML 1994: 367-370
Coauthor Index
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