| 2018 | Supervised Data Synthesizing and Evolving - A Framework for Real-World Traffic Crash Severity Classification. | Yi He, Di Wu, Ege Beyazit, Xiaoduan Sun, Xindong Wu |
| 2018 | Regressing Controversy of Music Artists from Microblogs. | Mhd Mousa Hamad, Marcin Skowron, Markus Schedl |
| 2018 | Conflict History Based Branching Heuristic for CSP Solving. | Djamal Habet, Cyril Terrioux |
| 2018 | Context Enhancement for Linear Contextual Multi-Armed Bandits. | Nicolas Gutowski, Tassadit Amghar, Olivier Camp, Fabien Chhel |
| 2018 | A New Interval Contractor Based on Optimality Conditions for Bound Constrained Global Optimization. | Laurent Granvilliers |
| 2018 | Stratified Constructive Disjunction and Negation in Constraint Programming. | Arnaud Gotlieb, Dusica Marijan, Helge Spieker |
| 2018 | Co-Ride: Collaborative Preference-Based Taxi-Sharing and Taxi-Dispatch. | Fatemeh Golpayegani, Siobhn Clarke |
| 2018 | Managing Power Flows in SmartGrids with Physically-Inspired Reactive Agents. | Franck Gechter, Fabrice Lauri, Anthony Gussy, Florian Staine |
| 2018 | A Framework for Event Log Generation and Knowledge Representation for Process Mining in Healthcare. | Roberto Gatta, Mauro Vallati, Jacopo Lenkowicz, Calogero Cas, Francesco Cellini, Andrea Damiani, Vincenzo Valentini |
| 2018 | Sum-of-Products with Default Values: Algorithms and Complexity Results. | Robert Ganian, Eun Jung Kim, Friedrich Slivovsky, Stefan Szeider |
| 2018 | Faster Matrix Completion Using Randomized SVD. | Xu Feng, Wenjian Yu, Yaohang Li |
| 2018 | Fast Document Cosine Similarity Self-Join on GPUs. | Yilin Feng, Jie Tang, Meilin Liu, Chongjun Wang, Junyuan Xie |
| 2018 | Sensus Vox: Sentiment Mapping Through Smartphone Multi-Sensory Crowdsourcing. | Angelos Fasoulis, Maria Virvou, George A. Tsihrintzis, Constantinos Patsakis, Efthimios Alepis |
| 2018 | Long-Term Recurrent Merge Network Model for Image Captioning. | Yang Fan, Jungang Xu, Yingfei Sun, Ben He |
| 2018 | Recursive Structure Similarity: A Novel Algorithm for Graph Clustering. | Yixin Fang, Ruoming Jin, Wei Xiong, Xiaoning Qian, Dejing Dou, Hai Phan |
| 2018 | Constrainedness in Stable Matching. | Guillaume Escamocher, Barry O'Sullivan |
| 2018 | Empirical Activation Function Effects on Unsupervised Convolutional LSTM Learning. | Nelly Elsayed, Anthony S. Maida, Magdy A. Bayoumi |
| 2018 | Sleep Activity Recognition Using Binary Motion Sensors. | Yassine El-Khadiri, Gabriel Corona, Cdric Rose, Franois Charpillet |
| 2018 | A Linked Data Browser with Recommendations. | Frederico Arajo Duro, Derek Bridge |
| 2018 | A Graph Resilience Metric Based On Paths: Higher Order Analytics With GPU. | Georgios Drakopoulos, Xenophon Liapakis, Giannis Tzimas, Phivos Mylonas |
| 2018 | Causal Feature Selection for Individual Characteristics Prediction. | Tao Ding, Cheng Zhang, Maarten Bos |
| 2018 | Interpreting Social Media-Based Substance Use Prediction Models with Knowledge Distillation. | Tao Ding, Fatema Hasan, Warren K. Bickel, Shimei Pan |
| 2018 | SocialFan: Integrating Social Networks Into Recommender Systems. | Beln Daz-Agudo, Guillermo Jimnez-Daz, Juan A. Recio-Garca |
| 2018 | Semi-Supervised Learning Techniques for Automated Fault Detection and Diagnosis of HVAC Systems. | Maitreyee Dey, Soumya Prakash Rana, Sandra E. M. Dudley |
| 2018 | Neural Network Specialists for Inverse Spiral Inductor Design. | Nikolaos Dervenis, Georgios Alexandridis, Andreas Stafylopatis |