JAIR

Faster and More Robust Mesh-based Algorithms for Obstacle k-Nearest Neighbour

Shizhe Zhao, Daniel D. Harabor, David Taniar

Comments submitted on Journal of Artificial Intelligence Research 2018

Corpus-level Fine-grained Entity Typing

Yadollah Yaghoobzadeh, Heike Adel, Hinrich Schütze

Comments 24 pages. arXiv admin note: text overlap with arXiv:1701.02025, arXiv:1606.07901

Journal ref JAIR, Vol 61 (2018)

Distributed Constraint Optimization Problems and Applications: A Survey

Ferdinando Fioretto, Enrico Pontelli, William Yeoh

Journal ref Journal of Artificial Intelligence Research 61 (2018), 623-698

When Will AI Exceed Human Performance? Evidence from AI Experts

Katja Grace, John Salvatier, Allan Dafoe, Baobao Zhang, Owain Evans

Comments Accepted by Journal of Artificial Intelligence Research (AI and Society Track). Minor update to refer to related work (page 5)

Visualisation and 'diagnostic classifiers' reveal how recurrent and recursive neural networks process hierarchical structure

Dieuwke Hupkes, Sara Veldhoen, Willem Zuidema

Comments 20 pages

Journal ref Journal of Artificial Intelligence Research 61 (2018) 907-926

Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation

Albert Gatt, Emiel Krahmer

Comments Published in Journal of AI Research (JAIR), volume 61, pp 75-170. 118 pages, 8 figures, 1 table

Journal ref Journal of AI Research, volume 60, 2017

On the Behavior of Convolutional Nets for Feature Extraction

Dario Garcia-Gasulla, Ferran Parés, Armand Vilalta, Jonatan Moreno, Eduard Ayguadé, Jesús Labarta, Ulises Cortés, Toyotaro Suzumura

Comments Published in the Journal of Artificial Intelligence Research (JAIR), Special Track on Deep Learning, Knowledge Representation, and Reasoning

Learning Explanatory Rules from Noisy Data

Richard Evans, Edward Grefenstette

Comments 64 pages, to appear in Journal of Artificial Intelligence Research (Special Track on Deep Learning, Knowledge Representation, and Reasoning)

Desirability and the birth of incomplete preferences

Marco Zaffalon, Enrique Miranda

Journal ref Journal of Artificial Intelligence Research 60, pp. 1057-1126, 2017

Symbol Grounding Association in Multimodal Sequences with Missing Elements

Federico Raue, Andreas Dengel, Thomas M. Breuel, Marcus Liwicki

Comments Under review on Journal of Artificial Intelligence Research (JAIR) -- Special Track on Deep Learning, Knowledge Representation, and Reasoning

Generalized Grounding Graphs: A Probabilistic Framework for Understanding Grounded Commands

Thomas Kollar, Stefanie Tellex, Matthew Walter, Albert Huang, Abraham Bachrach, Sachi Hemachandra, Emma Brunskill, Ashis Banerjee, Deb Roy, Seth Teller, Nicholas Roy

Comments Submitted to the Journal of Artificial Intelligence Research

On Hash-Based Work Distribution Methods for Parallel Best-First Search

Yuu Jinnai, Alex Fukunaga

Comments Source code of domain-specific solvers in multicore environment: https://github.com/jinnaiyuu/Parallel-Best-First-Searches Source code of classical planning in distributed environment: https://github.com/jinnaiyuu/distributed-fast-downward

Journal ref Yuu Jinnai and Alex Fukunaga. (2017). On Hash-Based Work Distribution Methods for Parallel Best-First Search. Journal of Artificial Intelligence Research (JAIR), 60, 491-548

Combinatorial Multi-armed Bandits for Real-Time Strategy Games

Santiago Ontañón

Journal ref (2017) Journal of Artificial Intelligence Research (JAIR). Volume 58, pp 665-702

DESPOT: Online POMDP Planning with Regularization

Nan Ye, Adhiraj Somani, David Hsu, Wee Sun Lee

Comments 36 pages

Journal ref JAIR 58 (2017) 231-266

On Inductive Abilities of Latent Factor Models for Relational Learning

Théo Trouillon, Éric Gaussier, Christopher R. Dance, Guillaume Bouchard

Comments 30+3 pages, submitted to the Journal of Artificial Intelligence Research

Computational Aspects of Nearly Single-Peaked Electorates

Gábor Erdélyi, Martin Lackner, Andreas Pfandler

Comments Published in the Journal of Artificial Intelligence Research (JAIR). A short version of this paper appeared in the proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2013). An even earlier version appeared in the proceedings of the Fourth International Workshop on Computational Social Choice 2012 (COMSOC 2012)

Journal ref Journal of Artificial Intelligence Research (JAIR), 58: 297-337 (2017)

Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures

Raffaella Bernardi, Ruket Cakici, Desmond Elliott, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis, Frank Keller, Adrian Muscat, Barbara Plank

Comments Journal of Artificial Intelligence Research 55, 409-442, 2016

Combining Lexical and Syntactic Features for Detecting Content-dense Texts in News

Yinfei Yang, Ani Nenkova

Comments In submission to JAIR

Local Search for Minimum Weight Dominating Set with Two-Level Configuration Checking and Frequency Based Scoring Function

Yiyuan Wang, Shaowei Cai, Minghao Yin

Comments 29 pages, 1 figure

Journal ref JAIR 58 (2017) 267-295

Use of Markov Chains to Design an Agent Bidding Strategy for Continuous Double Auctions

W. P. Birmingham, E. H. Durfee, S. Park

Journal ref Journal Of Artificial Intelligence Research, Volume 22, pages 175-214, 2004

Defining Relative Likelihood in Partially-Ordered Preferential Structures

J. Y. Halpern

Comments See http://www.jair.org/ for any accompanying files

Journal ref Journal of Artificial Intelligence Research, Vol 7, (1997), 1-24

The Design and Experimental Analysis of Algorithms for Temporal Reasoning

P. vanBeek, D. W. Manchak

Comments See http://www.jair.org/ for any accompanying files

Journal ref Journal of Artificial Intelligence Research, Vol 4, (1996), 1-18

SCREEN: Learning a Flat Syntactic and Semantic Spoken Language Analysis Using Artificial Neural Networks

Stefan Wermter, Volker Weber

Comments 51 pages, Postscript. To be published in Journal of Artificial Intelligence Research 6(1), 1997

Perceptron like Algorithms for Online Learning to Rank

Sougata Chaudhuri, Ambuj Tewari

Comments Under review in Journal of Artificial Intelligence Research (JAIR)

Global Continuous Optimization with Error Bound and Fast Convergence

Kenji Kawaguchi, Yu Maruyama, Xiaoyu Zheng

Journal ref Journal of Artificial Intelligence Research, volume 56, pages 153-195 (2016)

Exploiting Causality for Selective Belief Filtering in Dynamic Bayesian Networks

Stefano V. Albrecht, Subramanian Ramamoorthy

Comments 44 pages; final manuscript published in Journal of Artificial Intelligence Research (JAIR)

News Across Languages - Cross-Lingual Document Similarity and Event Tracking

Jan Rupnik, Andrej Muhic, Gregor Leban, Primoz Skraba, Blaz Fortuna, Marko Grobelnik

Comments Accepted for publication in Journal of Artificial Intelligence Research, Special Track on Cross-language Algorithms and Applications

Iterative Plan Construction for the Workflow Satisfiability Problem

David Cohen, Jason Crampton, Andrei Gagarin, Gregory Gutin, Mark Jones

Journal ref Journal of Artificial Intelligence Research 51 (2014), pp.555-577

Combination Strategies for Semantic Role Labeling

M. Surdeanu, L. Marquez, X. Carreras, P. R. Comas

Journal ref Journal Of Artificial Intelligence Research, Volume 29, pages 105-151, 2007

Multiple-Goal Heuristic Search

D. Davidov, S. Markovitch

Journal ref Journal Of Artificial Intelligence Research, Volume 26, pages 417-451, 2006