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11. ICGI 2012: University of Maryland, College Park, USA
- 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 - Jeffrey Heinz, Colin de la Higuera, Tim Oates:
Preface. 1-3 - Fides Aarts, Harco Kuppens, Jan Tretmans, Frits W. Vaandrager, Sicco Verwer:
Learning and Testing the Bounded Retransmission Protocol. 4-18 - Hasan Ibne Akram, Colin de la Higuera, Claudia Eckert:
Actively Learning Probabilistic Subsequential Transducers. 19-33 - Borja Balle, Jorge Castro, Ricard Gavaldà:
Bootstrapping and Learning PDFA in Data Streams. 34-48 - Leonor Becerra-Bonache, Élisa Fromont, Amaury Habrard, Michaël Perrot, Marc Sebban:
Speeding Up Syntactic Learning Using Contextual Information. 49-53 - Peter Cerno:
Clearing Restarting Automata and Grammatical Inference. 54-68 - Jane Chandlee, Jie Fu, Konstantinos Karydis, Cesar Koirala, Jeffrey Heinz, Herbert G. Tanner:
Integrating Grammatical Inference into Robotic Planning. 69-83 - Alexander Clark, Ryo Yoshinaka:
Beyond Semilinearity: Distributional Learning of Parallel Multiple Context-free Grammars. 84-96 - François Coste, Gaëlle Garet, Jacques Nicolas:
Locally Substitutable Languages for Enhanced Inductive Leaps. 97-111 - Jason Eisner:
Grammar Induction: Beyond Local Search. 112-113 - Rémi Eyraud, Jean-Christophe Janodet, Tim Oates:
Learning Substitutable Binary Plane Graph Grammars. 114-128 - Christophe Costa Florêncio:
Learning Tree Adjoining Grammars from Structures and Strings. 129-132 - Muhammad-Naeem Irfan, Roland Groz, Catherine Oriat:
Improving Model Inference of Black Box Components having Large Input Test Set. 133-138 - M. Jayasrirani, M. Humrosia Begam, D. Gnanaraj Thomas, J. D. Emerald:
Learning of Bi-ω Languages from Factors. 139-144 - Michael L. Littman:
Inducing Partially Observable Markov Decision Processes. 145-148 - Damián López, Jorge Calera-Rubio, Antonio Javier Gallego Sánchez:
Inference of k-Testable Directed Acyclic Graph Languages. 149-163 - Laurent Miclet, Nelly Barbot, Baptiste Jeudy:
A Lattice of Sets of Alignments Built on the Common Subwords in a Finite Language. 164-176 - Keisuke Otaki, Akihiro Yamamoto:
Estimation of Generating Processes of Strings Represented with Patterns and Refinements. 177-182 - Ute Schmid, Michael Siebers, Dominik Seuß, Miriam Kunz, Stefan Lautenbacher:
Applying Grammar Inference To Identify Generalized Patterns of Facial Expressions of Pain. 183-188 - Valentin I. Spitkovsky, Hiyan Alshawi, Daniel Jurafsky:
Bootstrapping Dependency Grammar Inducers from Incomplete Sentence Fragments via Austere Models. 189-194 - Bernhard Steffen, Falk Howar, Malte Isberner:
Active Automata Learning: From DFAs to Interface Programs and Beyond. 195-209 - Olgierd Unold:
Fuzzy Grammar-based Prediction of Amyloidogenic Regions. 210-219 - Menno van Zaanen, Janneke van de Loo:
Learning Interpretations Using Sequence Classification. 220-223 - Menno van Zaanen, Nanne van Noord:
Model Merging versus Model Splitting Context-Free Grammar Induction. 224-236 - Wojciech Wieczorek:
Induction of Non-Deterministic Finite Automata on Supercomputers. 237-242
Pautomac Challenge
- Sicco Verwer, Rémi Eyraud, Colin de la Higuera:
Results of the PAutomaC Probabilistic Automaton Learning Competition. 243-248 - Mans Hulden:
Treba: Efficient Numerically Stable EM for PFA. 249-253 - Fábio N. Kepler, Sérgio L. S. Mergen, Cléo Zanella Billa:
Simple Variable Length N-grams for Probabilistic Automata Learning. 254-258 - Chihiro Shibata, Ryo Yoshinaka:
Marginalizing Out Transition Probabilities for Several Subclasses of PFAs. 259-263
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