📰 Journal of Artificial Intelligence Research 2013: all accepted papers

61 papers · the most cited first · ← Journal of Artificial Intelligence Research 2013

1. Framing Image Description as a Ranking Task: Data, Models and Evaluation Metrics ↗Micah Hodosh, P. Young, Julia Hockenmaier1,314 citations
2. The Arcade Learning Environment: An Evaluation Platform for General Agents ↗M. G. Bellemare, Y. Naddaf, J. Veness et al.1,104 citations
3. A Survey of Multi-Objective Sequential Decision-Making ↗Diederik M. Roijers, P. Vamplew, Shimon Whiteson et al.447 citations
4. Toward Supervised Anomaly Detection ↗Nico Görnitz, M. Kloft, Konrad Rieck et al.371 citations
5. Taming the Infinite Chase: Query Answering under Expressive Relational Constraints ↗Andrea Calı̀, Georg Gottlob, Michael Kifer229 citations
6. AI Methods in Algorithmic Composition: A Comprehensive Survey ↗J.D. Fernandez, F. Vico212 citations
7. Learning Optimal Bayesian Networks: A Shortest Path Perspective ↗Changan Yuan, B. Malone163 citations
8. Efficient Computation of the Shapley Value for Game-Theoretic Network Centrality ↗T. P. Michalak, K. V. Aadithya, P. L. Szczepanski et al.129 citations
9. NuMVC: An Efficient Local Search Algorithm for Minimum Vertex Cover ↗Shaowei Cai, Kaile Su, Chuan Wen Luo et al.129 citations
10. Generating Natural Language Descriptions from OWL Ontologies: the NaturalOWL System ↗Ion Androutsopoulos, Γεράσιμος Λάμπουρας, Dimitrios Galanis100 citations
11. Defeasible Inheritance-Based Description Logics ↗Giovanni Casini, Umberto Straccia90 citations
12. A Survey on Latent Tree Models and Applications ↗Raphaël Mourad, Christine Sinoquet, Nevin Lianwen Zhang et al.77 citations
13. A Global Model for Concept-to-Text Generation ↗Ioannis Konstas, Mirella Lapata74 citations
14. Scalable and Efficient Bayes-Adaptive Reinforcement Learning Based on Monte-Carlo Tree Search ↗Arthur Guez, David Silver, Peter Dayan73 citations
15. Description Logic Knowledge and Action Bases ↗Babak Bagheri Hariri, Diego Calvanese, Marco Montali et al.70 citations
16. Probabilistic Planning for Continuous Dynamic Systems under Bounded Risk ↗Masahiro Ono, Brian C. Williams, Lars Blackmore69 citations
17. On the Computation of Fully Proportional Representation ↗N. Betzler, A. Slinko, J. Uhlmann66 citations
18. An Online Mechanism for Multi-Unit Demand and its Application to Plug-in Hybrid Electric Vehicle Charging ↗Valentin Robu, Enrico Gerding, Sebastian Stein et al.64 citations
19. A Feature Subset Selection Algorithm Automatic Recommendation Method ↗G. Wang, Q. Song, H. Sun et al.62 citations
20. Asymmetric Distributed Constraint Optimization Problems ↗Tal Grinshpoun, Alon Grubshtein, Roie Zivan et al.62 citations
21. Topic Segmentation and Labeling in Asynchronous Conversations ↗Shafiq Joty, Giuseppe Carenini, R.T. Ng61 citations
22. Acyclicity Notions for Existential Rules and Their Application to Query Answering in Ontologies ↗Bernardo Cuenca Grau, Ian Horrocks, M. Krötzsch et al.60 citations
23. Parameterized Complexity Results for Exact Bayesian Network Structure Learning ↗Sebastian Ordyniak, Stefan Szeider58 citations
24. Optimal Rectangle Packing: An Absolute Placement Approach ↗E. Huang, Richard E. Korf54 citations
25. Lifted Variable Elimination: Decoupling the Operators from the Constraint Language ↗Nadia Taghipour, Daan Fierens A, Jesse J. Davis et al.52 citations
26. Generating Extractive Summaries of Scientific Paradigms ↗V. Qazvinian, D. R. Radev, S. M. Mohammad et al.48 citations
27. Automatic Aggregation by Joint Modeling of Aspects and Values ↗Christina Sauper, Regina Barzilay41 citations
28. Beth Definability in Expressive Description Logics ↗Balder ten Cate, Enrico Franconi, İnanç Seylan40 citations
29. Incremental Clustering and Expansion for Faster Optimal Planning in Dec-POMDPs ↗Frans Adriaan Oliehoek, Matthijs T. J. Spaan, Christopher Amato et al.38 citations
30. Protecting Moving Targets with Multiple Mobile Resources ↗Fei Fang, Aojie Jiang, Milind Tambe36 citations
31. Protecting Privacy through Distributed Computation in Multi-agent Decision Making ↗T. Leaute, Boi V. Faltings35 citations
32. Horn Clause Contraction Functions ↗James P. Delgrande, Renata Wassermann33 citations
33. A Hybrid LP-RPG Heuristic for Modelling Numeric Resource Flows in Planning ↗Andrew Coles, Andrew Coles, Maria Fox et al.31 citations
34. Distributed Reasoning for Multiagent Simple Temporal Problems ↗James C. Boerkoel, Edmund H. Durfee31 citations
35. Heuristic Search When Time Matters ↗E. Burns, Wheeler Ruml, M. B. Do30 citations
36. Optimizing SPARQL Query Answering over OWL Ontologies ↗I. Kollia, Birte Glimm30 citations
37. Scheduling a Dynamic Aircraft Repair Shop with Limited Repair Resources ↗Maliheh Aramon Bajestani, J. Christopher Beck27 citations
38. Boolean Equi-propagation for Concise and Efficient SAT Encodings of Combinatorial Problems ↗A. Metodi, M. Codish, P. J. Stuckey24 citations
39. Reasoning about Explanations for Negative Query Answers in DL-Lite ↗D. Calvanese, M. Ortiz, Mantas Šimkus et al.24 citations
40. Undominated Groves Mechanisms ↗M. Guo, Evangelos Markakis, Krzysztof R. Apt et al.24 citations
41. A Smooth Transition from Powerlessness to Absolute Power ↗Elchanan Mossel, Ariel D. Procaccia, Miklós Zoltán Rácz22 citations
42. Analysis of Watson's Strategies for Playing Jeopardy! ↗G. Tesauro, D. C. Gondek, J. Lenchner et al.17 citations
43. Exact Query Reformulation over Databases with First-order and Description Logics Ontologies ↗Enrico Franconi, Volha Kerhet, N. Ngo17 citations
44. Optimal Implementation of Watched Literals and More General Techniques ↗Ian Philip Gent16 citations
45. Identifying the Class of Maxi-Consistent Operators in Argumentation ↗Srdjan Vesic A14 citations
46. Natural Language Inference for Arabic Using Extended Tree Edit Distance with SubtreesMaytham Alabbas, Allan Ramsay14 citations · our summary
47. A Constraint Solver for Flexible Protein Model ↗Federico Campeotto, Alessandro Dal Palù, Agostino Dovier A et al.12 citations
48. Integrative Semantic Dependency Parsing via Efficient Large-scale Feature Selection ↗H. Zhao, X. Zhang, C. Kit12 citations
49. The Complexity of Optimal Monotonic Planning: The Bad, The Good, and The Causal Graph ↗Carmel Domshlak, Alex N. Nazarenko11 citations
50. Unsupervised Sub-tree Alignment for Tree-to-Tree Translation ↗Tong Xiao, Jingbo Zhu10 citations
51. A Refined View of Causal Graphs and Component Sizes: SP-Closed Graph Classes and Beyond ↗C. Bäckström, P. Jonsson9 citations
52. Decentralized Anti-coordination Through Multi-agent Learning ↗L. Cigler, Boi V. Faltings9 citations
53. Sharing Rewards in Cooperative Connectivity Games ↗Y. Bachrach, E. Porat, Jeffrey S. Rosenschein9 citations
54. A Decidable Extension of SROIQ with Complex Role Chains and Unions ↗Milenko Mosurović, Nenad B. Krdzavac, Houston Graves et al.6 citations
55. Predicting Behavior in Unstructured Bargaining with a Probability Distribution ↗David H. Wolpert, James W. Bono6 citations
56. Qualitative Order of Magnitude Energy-Flow-Based Failure Modes and Effects Analysis ↗N. A. Snooke, M. H. Lee5 citations
57. Short and Long Supports for Constraint Propagation ↗P. Nightingale, I. P. Gent, C. Jefferson et al.4 citations
58. A Case of Pathology in Multiobjective Heuristic Search ↗J.L. Pérez de la Cruz, Lorenzo Mandow, Enrique Machuca3 citations
59. Single Network Relational Transductive Learning ↗Amit Dhurandhar, Jianping Wang3 citations
60. Strong Equivalence of Qualitative Optimization Problems ↗Wolfgang Faber, Mirosław Truszczyński, Stefan Woltran3 citations
61. Learning by Observation of Agent Software Images ↗P. R. Costa, L. M. Botelho2 citations

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