---
title: "Journal of Artificial Intelligence Research 2013 — all accepted"
description: "All 61 papers of Journal of Artificial Intelligence Research 2013, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/journal-of-artificial-intelligence-research/2013/papers/"
---
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# Journal of Artificial Intelligence Research 2013: all accepted papers

61 papers · the most cited first · [← Journal of Artificial Intelligence Research 2013](https://md.research.elamur.ai/free/en/venues/journal-of-artificial-intelligence-research/2013/)

1. **[Framing Image Description as a Ranking Task: Data, Models and Evaluation Metrics ↗](https://doi.org/10.1613/jair.3994)**Micah Hodosh, P. Young, Julia Hockenmaier*1,314 citations*
2. **[The Arcade Learning Environment: An Evaluation Platform for General Agents](https://md.research.elamur.ai/free/en/papers/bellemare-2012-arcade-learning-environment-evaluation-platform/)**M. G. Bellemare, Y. Naddaf, J. Veness et al.*1,104 citations · our summary*
3. **[A Survey of Multi-Objective Sequential Decision-Making ↗](https://doi.org/10.1613/jair.3987)**Diederik M. Roijers, P. Vamplew, Shimon Whiteson et al.*447 citations*
4. **[Toward Supervised Anomaly Detection ↗](https://doi.org/10.1613/jair.3623)**Nico Görnitz, M. Kloft, Konrad Rieck et al.*371 citations*
5. **[Taming the Infinite Chase: Query Answering under Expressive Relational Constraints ↗](https://doi.org/10.1613/jair.3873)**Andrea Calı̀, Georg Gottlob, Michael Kifer*229 citations*
6. **[AI Methods in Algorithmic Composition: A Comprehensive Survey ↗](https://doi.org/10.1613/jair.3908)**J.D. Fernandez, F. Vico*212 citations*
7. **[Learning Optimal Bayesian Networks: A Shortest Path Perspective ↗](https://doi.org/10.1613/jair.4039)**Changan Yuan, B. Malone*163 citations*
8. **[Efficient Computation of the Shapley Value for Game-Theoretic Network Centrality ↗](https://doi.org/10.1613/jair.3806)**T. P. Michalak, K. V. Aadithya, P. L. Szczepanski et al.*129 citations*
9. **[NuMVC: An Efficient Local Search Algorithm for Minimum Vertex Cover ↗](https://doi.org/10.1613/jair.3907)**Shaowei Cai, Kaile Su, Chuan Wen Luo et al.*129 citations*
10. **[Generating Natural Language Descriptions from OWL Ontologies: the NaturalOWL System ↗](https://doi.org/10.1613/jair.4017)**Ion Androutsopoulos, Γεράσιμος Λάμπουρας, Dimitrios Galanis*100 citations*
11. **[Defeasible Inheritance-Based Description Logics ↗](https://doi.org/10.1613/jair.4062)**Giovanni Casini, Umberto Straccia*90 citations*
12. **[A Survey on Latent Tree Models and Applications ↗](https://doi.org/10.1613/jair.3879)**Raphaël Mourad, Christine Sinoquet, Nevin Lianwen Zhang et al.*77 citations*
13. **[A Global Model for Concept-to-Text Generation ↗](https://doi.org/10.1613/jair.4025)**Ioannis Konstas, Mirella Lapata*74 citations*
14. **[Scalable and Efficient Bayes-Adaptive Reinforcement Learning Based on Monte-Carlo Tree Search ↗](https://doi.org/10.1613/jair.4117)**Arthur Guez, David Silver, Peter Dayan*73 citations*
15. **[Description Logic Knowledge and Action Bases ↗](https://doi.org/10.1613/jair.3826)**Babak Bagheri Hariri, Diego Calvanese, Marco Montali et al.*70 citations*
16. **[Probabilistic Planning for Continuous Dynamic Systems under Bounded Risk ↗](https://doi.org/10.1613/jair.3893)**Masahiro Ono, Brian C. Williams, Lars Blackmore*69 citations*
17. **[On the Computation of Fully Proportional Representation ↗](https://doi.org/10.1613/jair.3896)**N. Betzler, A. Slinko, J. Uhlmann*66 citations*
18. **[An Online Mechanism for Multi-Unit Demand and its Application to Plug-in Hybrid Electric Vehicle Charging ↗](https://doi.org/10.1613/jair.4064)**Valentin Robu, Enrico Gerding, Sebastian Stein et al.*64 citations*
19. **[A Feature Subset Selection Algorithm Automatic Recommendation Method ↗](https://doi.org/10.1613/jair.3831)**G. Wang, Q. Song, H. Sun et al.*62 citations*
20. **[Asymmetric Distributed Constraint Optimization Problems ↗](https://doi.org/10.1613/jair.3945)**Tal Grinshpoun, Alon Grubshtein, Roie Zivan et al.*62 citations*
21. **[Topic Segmentation and Labeling in Asynchronous Conversations ↗](https://doi.org/10.1613/jair.3940)**Shafiq Joty, Giuseppe Carenini, R.T. Ng*61 citations*
22. **[Acyclicity Notions for Existential Rules and Their Application to Query Answering in Ontologies ↗](https://doi.org/10.1613/jair.3949)**Bernardo Cuenca Grau, Ian Horrocks, M. Krötzsch et al.*60 citations*
23. **[Parameterized Complexity Results for Exact Bayesian Network Structure Learning ↗](https://doi.org/10.1613/jair.3744)**Sebastian Ordyniak, Stefan Szeider*58 citations*
24. **[Optimal Rectangle Packing: An Absolute Placement Approach ↗](https://doi.org/10.1613/jair.3735)**E. Huang, Richard E. Korf*54 citations*
25. **[Lifted Variable Elimination: Decoupling the Operators from the Constraint Language ↗](https://doi.org/10.1613/jair.3793)**Nadia Taghipour, Daan Fierens A, Jesse J. Davis et al.*52 citations*
26. **[Generating Extractive Summaries of Scientific Paradigms ↗](https://doi.org/10.1613/jair.3732)**V. Qazvinian, D. R. Radev, S. M. Mohammad et al.*48 citations*
27. **[Automatic Aggregation by Joint Modeling of Aspects and Values ↗](https://doi.org/10.1613/jair.3647)**Christina Sauper, Regina Barzilay*41 citations*
28. **[Beth Definability in Expressive Description Logics ↗](https://doi.org/10.1613/jair.4057)**Balder ten Cate, Enrico Franconi, İnanç Seylan*40 citations*
29. **[Incremental Clustering and Expansion for Faster Optimal Planning in Dec-POMDPs ↗](https://doi.org/10.1613/jair.3804)**Frans Adriaan Oliehoek, Matthijs T. J. Spaan, Christopher Amato et al.*38 citations*
30. **[Protecting Moving Targets with Multiple Mobile Resources ↗](https://doi.org/10.1613/jair.4027)**Fei Fang, Aojie Jiang, Milind Tambe*36 citations*
31. **[Protecting Privacy through Distributed Computation in Multi-agent Decision Making ↗](https://doi.org/10.1613/jair.3983)**T. Leaute, Boi V. Faltings*35 citations*
32. **[Horn Clause Contraction Functions ↗](https://doi.org/10.1613/jair.4031)**James P. Delgrande, Renata Wassermann*33 citations*
33. **[A Hybrid LP-RPG Heuristic for Modelling Numeric Resource Flows in Planning ↗](https://doi.org/10.1613/jair.3788)**Andrew Coles, Andrew Coles, Maria Fox et al.*31 citations*
34. **[Distributed Reasoning for Multiagent Simple Temporal Problems ↗](https://doi.org/10.1613/jair.3840)**James C. Boerkoel, Edmund H. Durfee*31 citations*
35. **[Heuristic Search When Time Matters ↗](https://doi.org/10.1613/jair.4047)**E. Burns, Wheeler Ruml, M. B. Do*30 citations*
36. **[Optimizing SPARQL Query Answering over OWL Ontologies ↗](https://doi.org/10.1613/jair.3872)**I. Kollia, Birte Glimm*30 citations*
37. **[Scheduling a Dynamic Aircraft Repair Shop with Limited Repair Resources ↗](https://doi.org/10.1613/jair.3902)**Maliheh Aramon Bajestani, J. Christopher Beck*27 citations*
38. **[Boolean Equi-propagation for Concise and Efficient SAT Encodings of Combinatorial Problems ↗](https://doi.org/10.1613/jair.3809)**A. Metodi, M. Codish, P. J. Stuckey*24 citations*
39. **[Reasoning about Explanations for Negative Query Answers in DL-Lite ↗](https://doi.org/10.1613/jair.3870)**D. Calvanese, M. Ortiz, Mantas Šimkus et al.*24 citations*
40. **[Undominated Groves Mechanisms ↗](https://doi.org/10.1613/jair.3810)**M. Guo, Evangelos Markakis, Krzysztof R. Apt et al.*24 citations*
41. **[A Smooth Transition from Powerlessness to Absolute Power ↗](https://doi.org/10.1613/jair.4125)**Elchanan Mossel, Ariel D. Procaccia, Miklós Zoltán Rácz*22 citations*
42. **[Analysis of Watson's Strategies for Playing Jeopardy! ↗](https://doi.org/10.1613/jair.3834)**G. Tesauro, D. C. Gondek, J. Lenchner et al.*17 citations*
43. **[Exact Query Reformulation over Databases with First-order and Description Logics Ontologies ↗](https://doi.org/10.1613/jair.4058)**Enrico Franconi, Volha Kerhet, N. Ngo*17 citations*
44. **[Optimal Implementation of Watched Literals and More General Techniques ↗](https://doi.org/10.1613/jair.4016)**Ian Philip Gent*16 citations*
45. **[Identifying the Class of Maxi-Consistent Operators in Argumentation ↗](https://doi.org/10.1613/jair.3860)**Srdjan Vesic A*14 citations*
46. **[Natural Language Inference for Arabic Using Extended Tree Edit Distance with Subtrees](https://md.research.elamur.ai/free/en/papers/alabbas-2014-natural-language-inference-arabic-using/)**Maytham Alabbas, Allan Ramsay*14 citations · our summary*
47. **[A Constraint Solver for Flexible Protein Model ↗](https://doi.org/10.1613/jair.4193)**Federico Campeotto, Alessandro Dal Palù, Agostino Dovier A et al.*12 citations*
48. **[Integrative Semantic Dependency Parsing via Efficient Large-scale Feature Selection ↗](https://doi.org/10.1613/jair.3717)**H. Zhao, X. Zhang, C. Kit*12 citations*
49. **[The Complexity of Optimal Monotonic Planning: The Bad, The Good, and The Causal Graph ↗](https://doi.org/10.1613/jair.4145)**Carmel Domshlak, Alex N. Nazarenko*11 citations*
50. **[Unsupervised Sub-tree Alignment for Tree-to-Tree Translation ↗](https://doi.org/10.1613/jair.4033)**Tong Xiao, Jingbo Zhu*10 citations*
51. **[A Refined View of Causal Graphs and Component Sizes: SP-Closed Graph Classes and Beyond ↗](https://doi.org/10.1613/jair.3968)**C. Bäckström, P. Jonsson*9 citations*
52. **[Decentralized Anti-coordination Through Multi-agent Learning ↗](https://doi.org/10.1613/jair.3904)**L. Cigler, Boi V. Faltings*9 citations*
53. **[Sharing Rewards in Cooperative Connectivity Games ↗](https://doi.org/10.1613/jair.3841)**Y. Bachrach, E. Porat, Jeffrey S. Rosenschein*9 citations*
54. **[A Decidable Extension of SROIQ with Complex Role Chains and Unions ↗](https://doi.org/10.1613/jair.4022)**Milenko Mosurović, Nenad B. Krdzavac, Houston Graves et al.*6 citations*
55. **[Predicting Behavior in Unstructured Bargaining with a Probability Distribution ↗](https://doi.org/10.1613/jair.3662)**David H. Wolpert, James W. Bono*6 citations*
56. **[Qualitative Order of Magnitude Energy-Flow-Based Failure Modes and Effects Analysis ↗](https://doi.org/10.1613/jair.3898)**N. A. Snooke, M. H. Lee*5 citations*
57. **[Short and Long Supports for Constraint Propagation ↗](https://doi.org/10.1613/jair.3749)**P. Nightingale, I. P. Gent, C. Jefferson et al.*4 citations*
58. **[A Case of Pathology in Multiobjective Heuristic Search ↗](https://doi.org/10.1613/jair.4100)**J.L. Pérez de la Cruz, Lorenzo Mandow, Enrique Machuca*3 citations*
59. **[Single Network Relational Transductive Learning ↗](https://doi.org/10.1613/jair.4068)**Amit Dhurandhar, Jianping Wang*3 citations*
60. **[Strong Equivalence of Qualitative Optimization Problems ↗](https://doi.org/10.1613/jair.3991)**Wolfgang Faber, Mirosław Truszczyński, Stefan Woltran*3 citations*
61. **[Learning by Observation of Agent Software Images ↗](https://doi.org/10.1613/jair.3989)**P. R. Costa, L. M. Botelho*2 citations*
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