| 2018 | Personalized Ranking on Poisson Factorization. | Li-Yen Kuo, Chung-Kuang Chou, Ming-Syan Chen |
| 2018 | Recognizing Cuneiform Signs Using Graph Based Methods. | Nils M. Kriege, Matthias Fey, Denis Fisseler, Petra Mutzel, Frank Weichert |
| 2018 | A Rare and Critical Condition Search Technique and its Application to Telescope Stray Light Analysis. | Keiichi Kisamori, Takashi Washio, Yoshio Kameda, Ryohei Fujimaki |
| 2018 | Latitude: A Model for Mixed Linear-Tropical Matrix Factorization. | Sanjar Karaev, James L. Hook, Pauli Miettinen |
| 2018 | Co-regularized Monotone Retargeting for Semi-supervised LeTOR. | Shalmali Joshi, Rajiv Khanna, Joydeep Ghosh |
| 2018 | Maximizing the Effect of Information Adoption: A General Framework. | Tianyuan Jin, Tong Xu, Hui Zhong, Enhong Chen, Zhefeng Wang, Qi Liu |
| 2018 | On Spectral Graph Embedding: A Non-Backtracking Perspective and Graph Approximation. | Fei Jiang, Lifang He, Yi Zheng, Enqiang Zhu, Jin Xu, Philip S. Yu |
| 2018 | A Salient Ensemble of Trees using Cascaded Linear Classifiers with Feature-Cost Constraints. | Chien-Wen Huang, Chung-Kuang Chou, Ming-Syan Chen |
| 2018 | Uncorrelated Patient Similarity Learning. | Mengdi Huai, Chenglin Miao, Qiuling Suo, Yaliang Li, Jing Gao, Aidong Zhang |
| 2018 | StreamCast: Fast and Online Mining of Power Grid Time Sequences. | Bryan Hooi, Hyun Ah Song, Amritanshu Pandey, Marko Jereminov, Larry T. Pileggi, Christos Faloutsos |
| 2018 | The Trustworthy Pal: Controlling the False Discovery Rate in Boolean Matrix Factorization. | Sibylle Hess, Nico Piatkowski, Katharina Morik |
| 2018 | Strongly Hierarchical Factorization Machines and ANOVA Kernel Regression. | Ruocheng Guo, Hamidreza Alvari, Paulo Shakarian |
| 2018 | SamBaTen: Sampling-based Batch Incremental Tensor Decomposition. | Ekta Gujral, Ravdeep Pasricha, Evangelos E. Papalexakis |
| 2018 | SMACD: Semi-supervised Multi-Aspect Community Detection. | Ekta Gujral, Evangelos E. Papalexakis |
| 2018 | Deep Attention Model for Triage of Emergency Department Patients. | Djordje Gligorijevic, Jelena Stojanovic, Wayne Satz, Ivan Stojkovic, Kraftin Schreyer, Daniel Del Portal, Zoran Obradovic |
| 2018 | Many-to-many Correspondences between Partitions: Introducing a Cut-based Approach. | Roland Glantz, Henning Meyerhenke |
| 2018 | Dense Neighborhood Pattern Sampling in Numerical Data. | Arnaud Giacometti, Arnaud Soulet |
| 2018 | Image Constrained Blockmodelling: A Constraint Programming Approach. | Mohadeseh Ganji, Jeffrey Chan, Peter J. Stuckey, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao, Ian Davidson |
| 2018 | Mining Top- | Len Feremans, Boris Cule, Bart Goethals |
| 2018 | Exploiting Structure for Fast Kernel Learning. | Trefor W. Evans, Prasanth B. Nair |
| 2018 | Avoidance Region Discovery: A Summary of Results. | Emre Eftelioglu, Xun Tang, Shashi Shekhar |
| 2018 | Click versus Share: A Feature-driven Study of Micro-Video Popularity and Virality in Social Media. | Jingtao Ding, Yanghao Li, Yong Li, Depeng Jin |
| 2018 | Brain EEG Time Series Selection: A Novel Graph-Based Approach for Classification. | Chenglong Dai, Jia Wu, Dechang Pi, Lin Cui |
| 2018 | Learning to Interact with Users: A Collaborative-Bandit Approach. | Konstantina Christakopoulou, Arindam Banerjee |
| 2018 | Sparse Decomposition for Time Series Forecasting and Anomaly Detection. | Sunav Choudhary, Gaurush Hiranandani, Shiv Kumar Saini |