| 2018 | Specialization versus Re-Specialization: Effects of Hebbian Learning in a Dynamic Environment. | Vera A. Kazakova, Annie S. Wu |
| 2018 | Let Us Tell You a fAIble: Content Generation through Graph-Based Cognition. | Vera A. Kazakova, Lauren Hastings, Andres Posadas, Lucas C. Gonzalez, Rainer Knauf, Klaus P. Jantke, Avelino J. Gonzalez |
| 2018 | Accurate and Diverse Recommendations Using Item-Based SubProfiles. | Mesut Kaya, Derek G. Bridge |
| 2018 | Aiding Remote Diagnosis with Text Mining. | Rebecca Hellstrm Karlsson, Vinutha Magal Shreenath, Sebastiaan A. Meijer |
| 2018 | Special Track on Case-Based Reasoning. | Stelios Kapetanakis, Michael W. Floyd |
| 2018 | Spatiotemporal Associative Classification for Satellite Image Time Series. | Carlos Roberto Silveira Junior, Marilde Terezinha Prado Santos, Marcela Xavier Ribeiro |
| 2018 | Maintaining Ad-Hoc Communication Network in Area Protection Scenarios with Adversarial Agents. | Marika Ivanov, Pavel Surynek, Diep Thi Ngoc Nguyen |
| 2018 | Using A Personalized Anomaly Detection Approach with Machine Learning to Detect Stolen Phones. | Huizhong Hu, Philip K. Chan |
| 2018 | Multivariate Conditional Outlier Detection: Identifying Unusual Input-Output Associations in Data. | Charmgil Hong, Milos Hauskrecht |
| 2018 | Introducing Hypertension FACT: Vital Sign Ontology Annotations in the Florida Annotated Corpus for Translational Science. | Amanda Hicks, William R. Hogan, Carl Pepine, Nathan Boire, Chloe Herring, Selja Seppl |
| 2018 | Location-Based Twitter Sentiment Analysis for Predicting the U.S. 2016 Presidential Election. | Brian Heredia, Joseph D. Prusa, Taghi M. Khoshgoftaar |
| 2018 | Learning to Identify Known and Unknown Classes: A Case Study in Open World Malware Classification. | Mehadi Hassen, Philip K. Chan |
| 2018 | A Case-Based Reasoning Approach to Learning State-Based Behavior. | Amrik Sacha Elapata Gunaratne, Babak Esfandiari, Ali Fawaz |
| 2018 | Using Spatio-Temporal Anomalies to Detect Abnormal Behaviour in Smart Homes. | Hans W. Guesgen, Dick Whiddett, Inga M. Hunter, Phoebe Elers, Caroline Lockhart, Amardeep Singh, Stephen Marsland |
| 2018 | Improving Formative Feedback on Argument Graphs. | Nancy L. Green, Kevin Walker, Somya Agarwal |
| 2018 | Long Short Term Memory Based Models for Negation Handling in Tutorial Dialogues. | Dipesh Gautam, Nabin Maharjan, Rajendra Banjade, Lasang Jimba Tamang, Vasile Rus |
| 2018 | A Complete Coverage Algorithm for 3D Structural Inspection Using an Autonomous Unmanned Aerial Vehicle. | Venkat Garlapati, Prithviraj Dasgupta |
| 2018 | Using Machine Learning to Facilitate the Delivery of Person Centered Care in Nursing Homes. | Gerald C. Gannod, Katherine M. Abbott, Kimberly Van Haitsma, Nathan Martindale, Rachel A. Jennings, Chelsey N. Long |
| 2018 | Defining Forensic Authorship Attribution for Limited Samples from Social Media. | Robert H. Frye, David C. Wilson |
| 2018 | Content Selection for Time Series Summarization Using Case-Based Reasoning. | Neha Dubey, Sutanu Chakraborti, Deepak Khemani |
| 2018 | Aspect-Based Sentiment Analysis Using Bitmask Bidirectional Long Short Term Memory Networks. | Binh Thanh Do |
| 2018 | Sequential Recognition of Pollen Grain Z-Stacks by Combining CNN and RNN. | Amar Daood, Eraldo Ribeiro, Mark Bush |
| 2018 | Hybrid Learning Model with Barzilai-Borwein Optimization for Context-aware Recommendations. | Felipe Costa, Peter Dolog |
| 2018 | Impact of Random Number Generation on Parallel Genetic Algorithms. | Vincent A. Cicirello |
| 2018 | Linkage Objects for Generalized Instruction in Coding (LOGIC). | Ted Carmichael, Mary Jean Blink, John C. Stamper, Elizabeth Gieske |