| 2018 | Learning Behavior from Limited Demonstrations in the Context of Games. | Brandon Packard, Santiago Ontan |
| 2018 | Towards Foundations of Agents Reasoning on Streams of Percepts. | zgr L. zep, Ralf Mller |
| 2018 | Recognizing Human Interactions Using Group Feature Relevance in Multinomial Kernel Logistic Regression. | Ouiza Ouyed, Mohand Sad Allili |
| 2018 | Special Track on Intelligent Learning Technologies. | Benjamin Nye, Stephen Fancsali |
| 2018 | Comparing Approaches to Qualitative Data Mining. | Richard Niland, Christian Eichhorn, Gabriele Kern-Isberner |
| 2018 | Special Track on Recommender Systems. | Nadia Najjar, Yong Zheng |
| 2018 | Task-specific Language Modeling for Selecting Peer-written Explanations. | Eni Mustafaraj, Khonzoda Umarova, Franklyn A. Turbak, Sohie Lee |
| 2018 | A Multi-Domain Analysis of Explanation-Based Recommendation using User-Generated Reviews. | Khalil Muhammad, Aonghus Lawlor, Barry Smyth |
| 2018 | "How Was Your Weekend?" A Generative Model of Phatic Conversation. | Hannah Marie Morrison, Chris Martens |
| 2018 | Evaluating Spatial Generalization of Stacked Autoencoders in Wind Vector Determination. | Richard McAllister, John Sheppard |
| 2018 | Peer Group Metadata-Informed LSTM Ensembles for Insider Threat Detection. | Jason Matterer, Daniel LeJeune |
| 2018 | An Optimal Footprint Method for Case-Base Maintenance. | Ditty Mathew, Sutanu Chakraborti |
| 2018 | Reliable Uncertain Evidence Modeling in Bayesian Networks by Credal Networks. | Sabina Marchetti, Alessandro Antonucci |
| 2018 | Discovering Effective Tutorial Strategies in Human Tutorial Sessions. | Nabin Maharjan, Vasile Rus, Dipesh Gautam |
| 2018 | Improved Multi-Objective Binary Fish School for Feature Selection. | Mariana Macedo, Carmelo J. A. Bastos Filho, Ronaldo Menezes |
| 2018 | Tree Structured Multimedia Signal Modeling. | Weicheng Ma, Kai Cao, Xiang Li, Peter Chin |
| 2018 | A Case-Based Reasoning and Clustering Framework for the Development of Intelligent Agents in Simulation Systems. | Marcos R. B. Lucca, Alcides Gonalves Lopes Junior, Edison Pignaton de Freitas, Lus A. Lima Silva |
| 2018 | Amigo: A Tool that Helps Consumer Decision Making in E-Commerce. | Fabiana Lorenzi, Andr Peres |
| 2018 | Improving Topic Model Visualization via Multi-Dimensional Scaling and Cliques. | King-Ip (David) Lin, H. Andrew Kim |
| 2018 | Improved Manipulation Algorithms for District-Based Elections. | Ramoni O. Lasisi |
| 2018 | A Reading Recommendation System for ESL Learners Based on Linguistic Features. | Mohamed Zakaria Kurdi |
| 2018 | Identifying Niche Stage in MMORPGs Using Ensemble Classifier. | Luiz Bernardo Martins Kummer, Jlio Csar Nievola, Emerson Cabrera Paraiso |
| 2018 | Alert Generation in Execution Monitoring Using Resource Envelopes. | T. K. Satish Kumar, Hong Xu, Zheng Tang, Anoop Kumar, Craig Milo Rogers, Craig A. Knoblock |
| 2018 | Informal Team Assignment in a Pursuit-Evasion Game. | David W. King, Jason M. Bindewald, Gilbert L. Peterson |
| 2018 | Special Track on Applied Natural Language Processing. | Fazel Keshtkar, Chutima Boonthum-Denecke |