| 2018 | Realization of Data Exchange and Utilization Society by Blockchain and Data Jacket: Merit of Consortium to Accelerate Co-Creation. | Yusuke Ejiri, Eiji Ikeda, Hiromichi Sasaki |
| 2018 | The HyperKron Graph Model for Higher-Order Features. | Nicole Eikmeier, Arjun S. Ramani, David F. Gleich |
| 2018 | Phishing Email Detection Using Robust NLP Techniques. | Gal Egozi, Rakesh M. Verma |
| 2018 | BlockPKI: An Automated, Resilient, and Transparent Public-Key Infrastructure. | Lukasz Dykcik, Laurent Chuat, Pawel Szalachowski, Adrian Perrig |
| 2018 | Probabilistic Streaming Tensor Decomposition. | Yishuai Du, Yimin Zheng, Kuang-chih Lee, Shandian Zhe |
| 2018 | Hierarchical Hybrid Feature Model for Top-N Context-Aware Recommendation. | Yingpeng Du, Hongzhi Liu, Zhonghai Wu, Xing Zhang |
| 2018 | Generating Realistic Sequences of Customer-Level Transactions for Retail Datasets. | Thang Doan, Neil Veira, Brian Keng |
| 2018 | Outlier Detection in Urban Traffic Flow Distributions. | Youcef Djenouri, Arthur Zimek, Marco Chiarandini |
| 2018 | Sequential Pattern Sampling with Norm Constraints. | Lamine Diop, Cheikh Talibouya Diop, Arnaud Giacometti, Dominique Li, Arnaud Soulet |
| 2018 | Imbalanced Augmented Class Learning with Unlabeled Data by Label Confidence Propagation. | Si-Yu Ding, Xu-Ying Liu, Min-Ling Zhang |
| 2018 | A Scalable Clustering Algorithm for Serendipity in Recommender Systems. | Anup Anand Deshmukh, Pratheeksha Nair, Shrisha Rao |
| 2018 | Congressional Vote Analysis Using Signed Networks. | Tyler Derr, Jiliang Tang |
| 2018 | Signed Graph Convolutional Networks. | Tyler Derr, Yao Ma, Jiliang Tang |
| 2018 | Multimapper: Data Density Sensitive Topological Visualization. | Bishal Deb, Ankita Sarkar, Nupur Kumari, Akash Rupela, Piyush Gupta, Balaji Krishnamurthy |
| 2018 | A Comparative Study of Urban Mobility Patterns Using Large-Scale Spatio-Temporal Data. | The Anh Dang, Jodi Chiam, Ying Li |
| 2018 | Online and Semi-Online Vector Scheduling on A Single Machine with Rejection. | Qianna Cui, Haiwei Pan |
| 2018 | Explainable Predictions of Adverse Drug Events from Electronic Health Records Via Oracle Coaching. | Loes Crielaard, Panagiotis Papapetrou |
| 2018 | Deep Reinforcement Learning for Traffic Light Optimization. | Mustafa Coskun, Abdelkader Baggag, Sanjay Chawla |
| 2018 | Progressively Growing Generative Adversarial Networks for High Resolution Semantic Segmentation of Satellite Images. | Edward Collier, Kate Duffy, Sangram Ganguly, Geri Madanguit, Subodh Kalia, Shreekant Gayaka, Ramakrishna R. Nemani, Andrew R. Michaelis, Shuang Li, Auroop R. Ganguly, Supratik Mukhopadhyay |
| 2018 | Parallel Contextual Bandits in Wireless Handover Optimization. | Igor Colin, Albert Thomas, Moez Draief |
| 2018 | Event2vec: Heterogeneous Hypergraph Embedding for Event Data. | Yunfei Chu, Chunyan Feng, Caili Guo, Yaqing Wang, Jenq-Neng Hwang |
| 2018 | Discovering Topical Interactions in Text-Based Cascades Using Hidden Markov Hawkes Processes. | Jayesh Choudhari, Anirban Dasgupta, Indrajit Bhattacharya, Srikanta Bedathur |
| 2018 | Learning Community Structure with Variational Autoencoder. | Jun Jin Choong, Xin Liu, Tsuyoshi Murata |
| 2018 | Semi-Convex Hull Tree: Fast Nearest Neighbor Queries for Large Scale Data on GPUs. | Yewang Chen, Lida Zhou, Nizar Bouguila, Bineng Zhong, Fei Wu, Zhen Lei, Ji-Xiang Du, Hailin Li |
| 2018 | TADA: Trend Alignment with Dual-Attention Multi-task Recurrent Neural Networks for Sales Prediction. | Tong Chen, Hongzhi Yin, Hongxu Chen, Lin Wu, Hao Wang, Xiaofang Zhou, Xue Li |