| 2018 | Efficient and Effective Accelerated Hierarchical Higher-Order Logistic Regression for Large Data Quantities. | Nayyar Abbas Zaidi, Franois Petitjean, Geoffrey I. Webb |
| 2018 | Modeling Co-Evolution Across Multiple Networks. | Wenchao Yu, Charu C. Aggarwal, Wei Wang |
| 2018 | Online Truth Discovery on Time Series Data. | Liuyi Yao, Lu Su, Qi Li, Yaliang Li, Fenglong Ma, Jing Gao, Aidong Zhang |
| 2018 | Fast Flow-based Random Walk with Restart in a Multi-query Setting. | Yujun Yan, Mark Heimann, Di Jin, Danai Koutra |
| 2018 | ParaSketch: Parallel Tensor Factorization via Sketching. | Bo Yang, Ahmed S. Zamzam, Nicholas D. Sidiropoulos |
| 2018 | Robust Cost-Sensitive Learning for Recommendation with Implicit Feedback. | Peng Yang, Peilin Zhao, Yong Liu, Xin Gao |
| 2018 | Investigating Deep Reinforcement Learning Techniques in Personalized Dialogue Generation. | Min Yang, Qiang Qu, Kai Lei, Jia Zhu, Zhou Zhao, Xiaojun Chen, Joshua Zhexue Huang |
| 2018 | Reconstructing a cascade from temporal observations. | Han Xiao, Polina Rozenshtein, Nikolaj Tatti, Aristides Gionis |
| 2018 | Front Matter. | |
| 2018 | Who will Attend This Event Together? Event Attendance Prediction via Deep LSTM Networks. | Xian Wu, Yuxiao Dong, Baoxu Shi, Ananthram Swami, Nitesh V. Chawla |
| 2018 | One-Class Recommendation with Asymmetric Textual Feedback. | Mengting Wan, Julian J. McAuley |
| 2018 | Ensemble-Spotting: Ranking Urban Vibrancy via POI Embedding with Multi-view Spatial Graphs. | Pengyang Wang, Jiawei Zhang, Guannan Liu, Yanjie Fu, Charu C. Aggarwal |
| 2018 | You Are How You Move: Linking Multiple User Identities From Massive Mobility Traces. | Huandong Wang, Yong Li, Gang Wang, Depeng Jin |
| 2018 | Online IT Ticket Automation Recommendation Using Hierarchical Multi-armed Bandit Algorithms. | Qing Wang, Tao Li, S. S. Iyengar, Larisa Shwartz, Genady Ya. Grabarnik |
| 2018 | Learning Convolutional Text Representations for Visual Question Answering. | Zhengyang Wang, Shuiwang Ji |
| 2018 | NLRR++: Scalable Subspace Clustering via Non-Convex Block Coordinate Descent. | Jun Wang, Cho-Jui Hsieh, Daming Shi |
| 2018 | Cost-Sensitive Learning: Preface. | Lus Torgo, Stan Matwin, Gary Weiss, Nuno Moniz, Paula Branco |
| 2018 | Revenue Maximization on the Multi-grade Product. | Ya-Wen Teng, Chih-Hua Tai, Philip S. Yu, Ming-Syan Chen |
| 2018 | A Probabilistic Hough Transform for Opportunistic Crowd-sensing of Moving Traffic Obstacles. | Michiaki Tatsubori, Aisha Walcott-Bryant, Reginald E. Bryant, John Wamburu |
| 2018 | Multi-view Weak-label Learning based on Matrix Completion. | Qiaoyu Tan, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Zili Zhang |
| 2018 | Efficient search of the best warping window for Dynamic Time Warping. | Chang Wei Tan, Matthieu Herrmann, Germain Forestier, Geoffrey I. Webb, Franois Petitjean |
| 2018 | Modeling Item-specific Effects for Video Click. | Fei Tan, Kuang Du, Zhi Wei, Haoran Liu, Chenguang Qin, Ran Zhu |
| 2018 | Robust Road Map Inference through Network Alignment of Trajectories. | Rade Stanojevic, Sofiane Abbar, Saravanan Thirumuruganathan, Sanjay Chawla, Fethi Filali, Ahid Aleimat |
| 2018 | Streaming Tensor Factorization for Infinite Data Sources. | Shaden Smith, Kejun Huang, Nicholas D. Sidiropoulos, George Karypis |
| 2018 | A Novel Genetic Algorithm for Feature Selection in Hierarchical Feature Spaces. | Pablo Nascimento da Silva, Alexandre Plastino, Alex Alves Freitas |