| 2017 | Multi-view Regularized Gaussian Processes. | Qiuyang Liu, Shiliang Sun |
| 2017 | Do Rumors Diffuse Differently from Non-rumors? A Systematically Empirical Analysis in Sina Weibo for Rumor Identification. | Yahui Liu, Xiaolong Jin, Huawei Shen, Xueqi Cheng |
| 2017 | Web-Scale Personalized Real-Time Recommender System on Suumo. | Shiyingxue Li, Shimpei Nomura, Yohei Kikuta, Kazuma Arino |
| 2017 | Improving One-Class Collaborative Filtering with Manifold Regularization by Data-driven Feature Representation. | Yen-Chieh Lien, Pu-Jen Cheng |
| 2017 | Location Prediction Through Activity Purpose: Integrating Temporal and Sequential Models. | Dongliang Liao, Yuan Zhong, Jing Li |
| 2017 | Monte Carlo Based Incremental PageRank on Evolving Graphs. | Qun Liao, Shuangshuang Jiang, Min Yu, Yulu Yang, Tao Li |
| 2017 | A Physarum-Inspired Ant Colony Optimization for Community Mining. | Mingxin Liang, Chao Gao, Xianghua Li, Zili Zhang |
| 2017 | An Enhanced Markov Clustering Algorithm Based on Physarum. | Mingxin Liang, Chao Gao, Xianghua Li, Zili Zhang |
| 2017 | Partitioning-Based Mechanisms Under Personalized Differential Privacy. | Haoran Li, Li Xiong, Zhanglong Ji, Xiaoqian Jiang |
| 2017 | Denoising Autoencoder as an Effective Dimensionality Reduction and Clustering of Text Data. | Milad Leyli-Abadi, Lazhar Labiod, Mohamed Nadif |
| 2017 | Gradable Adjective Embedding for Commonsense Knowledge. | Kyungjae Lee, Hyunsouk Cho, Seung-won Hwang |
| 2017 | A Fast Fourier Transform-Coupled Machine Learning-Based Ensemble Model for Disease Risk Prediction Using a Real-Life Dataset. | Raid Lafta, Ji Zhang, Xiaohui Tao, Yan Li, Wessam Abbas, Yonglong Luo, Fulong Chen, Vincent S. Tseng |
| 2017 | A Domain-Agnostic Approach to Spam-URL Detection via Redirects. | Heeyoung Kwon, Mirza Basim Baig, Leman Akoglu |
| 2017 | Query-oriented Graph Clustering. | Li-Yen Kuo, Chung-Kuang Chou, Ming-Syan Chen |
| 2017 | Discovering Periodic Patterns in Non-uniform Temporal Databases. | R. Uday Kiran, J. N. Venkatesh, Philippe Fournier-Viger, Masashi Toyoda, P. Krishna Reddy, Masaru Kitsuregawa |
| 2017 | Unsupervised Embedding for Latent Similarity by Modeling Heterogeneous MOOC Data. | Zhuoxuan Jiang, Shanshan Feng, Weizheng Chen, Guangtao Wang, Xiaoming Li |
| 2017 | Volatility Adaptive Classifier System. | Ruolin Jia, Yun Sing Koh, Gillian Dobbie |
| 2017 | A SAT-Based Framework for Overlapping Community Detection in Networks. | Sad Jabbour, Nizar Mhadhbi, Badran Raddaoui, Lakhdar Sais |
| 2017 | Efficient Training of Adaptive Regularization of Weight Vectors for Semi-structured Text. | Tomoya Iwakura |
| 2017 | Automatic Discovery of Common and Idiosyncratic Latent Effects in Multilevel Regression. | Sk. Minhazul Islam, Arunava Banerjee |
| 2017 | Improving Temporal Record Linkage Using Regression Classification. | Yichen Hu, Qing Wang, Dinusha Vatsalan, Peter Christen |
| 2017 | Integrating Reviews into Personalized Ranking for Cold Start Recommendation. | Guang-Neng Hu, Xinyu Dai |
| 2017 | Information-Theoretic Non-redundant Subspace Clustering. | Nina C. Hubig, Claudia Plant |
| 2017 | Joint Weighted Nonnegative Matrix Factorization for Mining Attributed Graphs. | Zhichao Huang, Yunming Ye, Xutao Li, Feng Liu, Huajie Chen |
| 2017 | Clustering Based on Dominant Set and Cluster Expansion. | Jian Hou, Wei-Xue Liu |