AIJ

Levels of explainable artificial intelligence for human-aligned conversational explanations

Richard Dazeley, Peter Vamplew, Cameron Foale, Charlotte Young, Sunil Aryal, Francisco Cruz

Comments 35 pages, 13 figures

Journal ref Artificial Intelligence, 299, 103525 (2021)

Swarm Intelligence for Self-Organized Clustering

Michael C. Thrun, Alfred Ultsch

Comments 54 pages, 21 figures

Journal ref Artificial intelligence, Vol. 290, pp. 103237. 2021

Kandinsky Patterns

Heimo Mueller, Andreas Holzinger

Comments 13 pages, 13 Figures

Journal ref Artificial Intelligence, 2021

Ballooning Multi-Armed Bandits

Ganesh Ghalme, Swapnil Dhamal, Shweta Jain, Sujit Gujar, Y. Narahari

Comments A full version of this paper is accepted in the Journal of Artificial Intelligence (AIJ) of Elsevier. A preliminary version is published as an extended abstract in AAMAS 2020. Proceedings of the 19th International Conference on Autonomous Agents and MultiAgent Systems. 2020

Counterfactual State Explanations for Reinforcement Learning Agents via Generative Deep Learning

Matthew L. Olson, Roli Khanna, Lawrence Neal, Fuxin Li, Weng-Keen Wong

Comments Full source code available at https://github.com/mattolson93/counterfactual-state-explanations

Journal ref Artificial Intelligence, 2021, 103455, ISSN 0004-3702

Bayesian Sparse Factor Analysis with Kernelized Observations

Carlos Sevilla-Salcedo, Alejandro Guerrero-López, Pablo M. Olmos, Vanessa Gómez-Verdejo

Comments Article submitted to Artificial Intelligence Journal

Fair Division of Mixed Divisible and Indivisible Goods

Xiaohui Bei, Zihao Li, Jinyan Liu, Shengxin Liu, Xinhang Lu

Comments Appears in the 34th AAAI Conference on Artificial Intelligence (AAAI), 2020

Journal ref Artificial Intelligence, 293:103436 (2021)

A Bayesian Approach to Direct and Inverse Abstract Argumentation Problems

Hiroyuki Kido, Beishui Liao

Comments This paper was submitted to the journal of Artificial Intelligence (AIJ) and rejected

Commonsense Visual Sensemaking for Autonomous Driving: On Generalised Neurosymbolic Online Abduction Integrating Vision and Semantics

Jakob Suchan, Mehul Bhatt, Srikrishna Varadarajan

Comments This is a preprint / review version of an accepted contribution to be published as part of the Artificial Intelligence Journal (AIJ).? The article is an extended version of an IJCAI 2019 publication [74, arXiv:1906.00107]

Stable Fractional Matchings

Ioannis Caragiannis, Aris Filos-Ratsikas, Panagiotis Kanellopoulos, Rohit Vaish

Comments Accepted to Artificial Intelligence (AIJ)

Shape related constraints aware generation of Mechanical Designs through Deep Convolutional GAN

Waad Almasri, Dimitri Bettebghor, Fakhreddine Ababsa, Florence Danglade

Comments "submitted to the Engineering Applications of Artificial Intelligence journal"

XTE: Explainable Text Entailment

Vivian S. Silva, André Freitas, Siegfried Handschuh

Comments 44 pages, 7 figures. Submitted to the Artificial Intelligence Journal

Utilitarian Welfare and Representation Guarantees of Approval-Based Multiwinner Rules

Martin Lackner, Piotr Skowron

Comments This work is based on the short paper titled "A quantitative analysis of multi-winner rules" that appeared in the proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019)

Journal ref Artificial Intelligence, Volume 288, November 2020, 103366

One-Pass AUC Optimization

Wei Gao, Rong Jin, Shenghuo Zhu, Zhi-Hua Zhou

Comments Proceeding of 30th International Conference on Machine Learning

Journal ref Artificial Intelligence, 2016, 236: 1-29

Efficient Contraction of Large Tensor Networks for Weighted Model Counting through Graph Decompositions

Jeffrey M. Dudek, Leonardo Dueñas-Osorio, Moshe Y. Vardi

Comments Submitted to AIJ

Intention as Commitment toward Time

Marc van Zee, Dragan Doder, Leendert van der Torre, Mehdi Dastani, Thomas Icard, Eric Pacuit

Comments 83 pages, 4 figures, Artificial Intelligence journal pre-print

Journal ref Artificial Intelligence, Volume 283, June 2020, 103270

The Computational Complexity of Angry Birds

Matthew Stephenson, Jochen Renz, Xiaoyu Ge

Comments 55 Pages, 39 Figures

Journal ref Artificial Intelligence (AIJ), Volume 280, March 2020, 103232

SMT-based Robot Transition Repair

Jarrett Holtz, Arjun Guha, Joydeep Biswas

Comments In submission to AIJ. arXiv admin note: text overlap with arXiv:1802.01706

Democratic Fair Allocation of Indivisible Goods

Erel Segal-Halevi, Warut Suksompong

Comments Appears in the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI), 2018

Journal ref Artificial Intelligence, 277:103167 (2019)

Long-Term Personalization of an In-Home Socially Assistive Robot for Children With Autism Spectrum Disorders

Caitlyn Clabaugh, Kartik Mahajan, Shomik Jain, Roxanna Pakkar, David Becerra, Zhonghao Shi, Eric Deng, Rhianna Lee, Gisele Ragusa, Maja Matarić

Comments 30 pages, 10 figures, Frontiers in Robotics and AI journal

Journal ref Frontiers in Robotics and AI6, 110 (2019)

Real-time Electrical Power Prediction in a Combined Cycle Power Plant

Jesus L. Lobo, Igor Ballesteros, Izaskun Oregi, Javier Del Ser

Journal ref Till under revision in Engineering Applications of Artificial Intelligence journal un 2019

Faster Shift-Reduce Constituent Parsing with a Non-Binary, Bottom-Up Strategy

Daniel Fernández-González, Carlos Gómez-Rodríguez

Comments Final peer-reviewed manuscript accepted for publication

Journal ref Artificial Intelligence, Volume 275, 2019, Pages 559-574, ISSN 0004-3702

Complexity Results for Preference Aggregation over (m)CP-nets: Pareto and Majority Voting

Thomas Lukasiewicz, Enrico Malizia

Journal ref Artificial Intelligence, vol. 272, pp. 101-142, 2019

Computing an Approximately Optimal Agreeable Set of Items

Pasin Manurangsi, Warut Suksompong

Comments A preliminary version appeared in Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI), 2017

Journal ref Artificial Intelligence, 268:96-114 (2019)

Assigning a Small Agreeable Set of Indivisible Items to Multiple Players

Warut Suksompong

Comments A preliminary version appeared in Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI), 2016

Journal ref Artificial Intelligence, 268:96-114 (2019)

Optimizing positional scoring rules for rank aggregation

Ioannis Caragiannis, Xenophon Chatzigeorgiou, George A. Krimpas, Alexandros A. Voudouris

Comments Accepted to Artificial Intelligence Journal. A preliminary version appeared in Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI), pages 430-436, 2017

Nature's Way of Optimizing

S. Boettcher, A. Percus

Comments 15 Pages, RevTex, 5 eps-figures included, several additions, as to appear in Artificial Intelligence; related papers available at http://userwww.service.emory.edu/~sboettc/

Journal ref Artificial Intelligence, 119 (2000) 275

Graph Aggregation

Ulle Endriss, Umberto Grandi

Journal ref Artificial Intelligence, Volume 245, pages 86-114, 2017

A General Account of Argumentation with Preferences

Sanjay Modgil, Henry Prakken

Comments This paper contains correction to errors in the original paper which appears in the journal Artificial Intelligence

Journal ref S. Modgil, H. Prakken. A General Account of Argumentation and Preferences. In: Artificial Intelligence (AIJ) . 195(0), 361 - 397, 2013

A New Result on the Complexity of Heuristic Estimates for the A* Algorithm

Othar Hansson, Andrew Mayer, Marco Valtorta

Journal ref Artificial Intelligence, 55, 1 (May 1992), 129-143