| 2018 | Oculomotor Plant Feature Extraction from Human Saccadic Eye Movements. | Sobiga Shanmugathasan, Sampath Jayarathna |
| 2018 | Filter-Based Subset Selection for Easy, Moderate, and Hard Bioinformatics Data. | Ahmad Abu Shanab, Taghi M. Khoshgoftaar |
| 2018 | Is Gene Selection Enough for Imbalanced Bioinformatics Data? | Ahmad Abu Shanab, Taghi M. Khoshgoftaar |
| 2018 | Context-Dependent Reachability Analysis for Hybrid Systems. | Stefan Schupp, Justin Winkens, Erika brahm |
| 2018 | Towards an Architecture Model for Dynamic Software Product Lines Engineering. | Edilton Lima dos Santos, Ivan do Carmo Machado |
| 2018 | Extracting Entity-Specific Substructures for RDF Graph Embedding. | Muhammad Rizwan Saeed, Viktor K. Prasanna |
| 2018 | Reduced Residual Nets (Red-Nets): Low Powered Adversarial Outlier Detectors. | Saad Sadiq, Marina Zmieva, Mei-Ling Shyu, Shu-Ching Chen |
| 2018 | Deep Transfer Learning for Traffic Sign Recognition. | Grant Rosario, Thomas Sonderman, Xingquan Zhu |
| 2018 | Large-Scale Realistic Network Data Generation on a Budget. | Brian Ricks, Patrick Tague, Bhavani Thuraisingham |
| 2018 | Efficient Processing of Range Queries over Distributed Relational Databases. | Richard Price, Lakshmish Ramaswamy, Seyedamin Pouriyeh |
| 2018 | Deep Spatio-Temporal Representation Learning for Multi-Class Imbalanced Data Classification. | Samira Pouyanfar, Shu-Ching Chen, Mei-Ling Shyu |
| 2018 | How Perceptions of Web Resource Boundaries Differ for Institutional and Personal Archives. | Faryaneh Poursardar, Frank Shipman |
| 2018 | How to Exploit Recommender Systems in Social Media. | Fabio Persia, Mouzhi Ge, Daniela D'Auria |
| 2018 | Partition-Aware Scalable Outlier Detection Using Unsupervised Learning. | Pallabi Parveen, Melissa Lee, Austin Henslee, Matt Dugan, Brad Ford |
| 2018 | On the Use of URLs and Hashtags in Age Prediction of Twitter Users. | Abhinay Pandya, Mourad Oussalah, Paola Monachesi, Panos Kostakos, Lauri Lovn |
| 2018 | Forecasting Weekly Crude Oil Using Twitter Sentiment of U.S. Foreign Policy and Oil Companies Data. | Mourad Oussalah, Ahmed H. Zaidi |
| 2018 | On Wordsense Disambiguation through Morphological Transformation and Semantic Distance and Domain Link Knowledge. | Mourad Oussalah, Mikko Vaisanen, Ekaterina Gilman |
| 2018 | Handling Hyperknowledge Representations through an Interactive Visual Approach. | Mrcio Ferreira Moreno, Rodrigo C. M. Santos, Wallas H. S. dos Santos, Rafael Brando, Patricia Carrion, Renato Cerqueira |
| 2018 | Context-Sensitive Neural Sentiment Classification. | Shekoofeh Mokhtari, Tao Li, Ning Xie |
| 2018 | RevMap: A Visualized Framework for Holistic View of Reviews. | Shekoofeh Mokhtari, Tao Li, Ning Xie |
| 2018 | From Petri Nets to UML Model: A New Transformation Approach. | Lila Mziani, Thouraya Bouabana-Tebibel, Lydia Bouzar-Benlabiod |
| 2018 | Accelerating Analytics for Clinical Pathways to Drive Cost Reduction and Quality Improvement. | James P. McGlothlin |
| 2018 | The Impact of Live Tweeting on Social Movements. | Brandeis Marshall, Takeria Blunt, Tayloir Thompson |
| 2018 | Movie Recommendations Using the Deep Learning Approach. | Jeffrey Lund, Yiu-Kai Ng |
| 2018 | Automated Playlist Generation from Personal Music Libraries. | Diana Lin, Sampath Jayarathna |