| 2018 | Tapping Community Memberships and Devising a Novel Homophily Modeling Approach for Trust Prediction. | Pulkit Parikh, Manish Gupta, Vasudeva Varma |
| 2018 | A Novel LSTM-Based Daily Airline Demand Forecasting Method Using Vertical and Horizontal Time Series. | Boxiao Pan, Dongfeng Yuan, Weiwei Sun, Cong Liang, Dongyang Li |
| 2018 | ε-Distance Weighted Support Vector Regression. | Ge Ou, Yan Wang, Lan Huang, Wei Pang, George Macleod Coghill |
| 2018 | A Privacy Preserving Bayesian Optimization with High Efficiency. | Thanh Dai Nguyen, Sunil Gupta, Santu Rana, Svetha Venkatesh |
| 2018 | Detecting Complex Sensitive Information via Phrase Structure in Recursive Neural Networks. | Jan Neerbek, Ira Assent, Peter Dolog |
| 2018 | Contextual Location Imputation for Confined WiFi Trajectories. | Elham Naghizade, Jeffrey Chan, Yongli Ren, Martin Tomko |
| 2018 | Social Stream Classification with Emerging New Labels. | Xin Mu, Feida Zhu, Yue Liu, Ee-Peng Lim, Zhi-Hua Zhou |
| 2018 | Scalable Model-Based Cascaded Imputation of Missing Data. | Jacob Montiel, Jesse Read, Albert Bifet, Talel Abdessalem |
| 2018 | A Server Side Solution for Detecting WebInject: A Machine Learning Approach. | Md. Moniruzzaman, Adil M. Bagirov, Iqbal Gondal, Simon Brown |
| 2018 | An Efficient Ranking-Centered Density-Based Document Clustering Method. | Wathsala Anupama Mohotti, Richi Nayak |
| 2018 | Deep Learning for Classifying Malicious Network Traffic. | Kyle Millar, Adriel Cheng, Hong Gunn Chew, Cheng-Chew Lim |
| 2018 | Detecting Hypopnea and Obstructive Apnea Events Using Convolutional Neural Networks on Wavelet Spectrograms of Nasal Airflow. | Stephen McCloskey, Rim Haidar, Irena Koprinska, Bryn Jeffries |
| 2018 | Rapid Anomaly Detection Using Integrated Prudence Analysis (IPA). | Omaru Maruatona, Peter Vamplew, Richard Dazeley, Paul A. Watters |
| 2018 | Evaluating and Analyzing Reliability over Decentralized and Complex Networks. | Jaron Mar, Jiamou Liu, Yanni Tang, Wu Chen, Tianyi Sun |
| 2018 | Topic-Specific Retweet Count Ranking for Weibo. | Hangyu Mao, Yang Xiao, Yuan Wang, Jiakang Wang, Zhen Xiao |
| 2018 | GEMINIO: Finding Duplicates in a Question Haystack. | Sandya Mannarswamy, Saravanan Chidambaram |
| 2018 | Consensus Community Detection in Multilayer Networks Using Parameter-Free Graph Pruning. | Domenico Mandaglio, Alessia Amelio, Andrea Tagarelli |
| 2018 | Distributed Representation of Multi-sense Words: A Loss Driven Approach. | Saurav Manchanda, George Karypis |
| 2018 | Affine Transformation Capsule Net. | Runkun Lu, Jianwei Liu, Siming Lian, Xin Zuo |
| 2018 | Mining Relations from Unstructured Content. | Ismini Lourentzou, Alfredo Alba, Anni Coden, Anna Lisa Gentile, Daniel Gruhl, Steve Welch |
| 2018 | HOC-Tree: A Novel Index for Efficient Spatio-Temporal Range Search. | Jun Long, Lei Zhu, Chengyuan Zhang, Shuangqiao Lin, Zhan Yang, Xinpan Yuan |
| 2018 | A Game-Theoretic Adversarial Approach to Dynamic Network Prediction. | Jia Li, Brian D. Ziebart, Tanya Y. Berger-Wolf |
| 2018 | STARS: Soft Multi-Task Learning for Activity Recognition from Multi-Modal Sensor Data. | Xi Liu, Pang-Ning Tan, Lei Liu |
| 2018 | A CRF-Based Stacking Model with Meta-features for Named Entity Recognition. | Shifeng Liu, Yifang Sun, Wei Wang, Xiaoling Zhou |
| 2018 | Classification with Reject Option Using Conformal Prediction. | Henrik Linusson, Ulf Johansson, Henrik Bostrm, Tuve Lfstrm |