| 2019 | Recovering DTW Distance Between Noise Superposed NHPP. | Yongzhe Chang, Zhidong Li, Bang Zhang, Ling Luo, Arcot Sowmya, Yang Wang, Fang Chen |
| 2019 | Designing an Integrated Intelligence Center: New Taipei City Police Department as an Example. | Chun-Young Chang, Lin-Chien Chien, Yuh-Shyan Hwang |
| 2019 | Customer Segmentation Based on Transactional Data Using Stream Clustering. | Matthias Carnein, Heike Trautmann |
| 2019 | Learning Pretopological Spaces to Extract Ego-Centered Communities. | Gatan Caillaut, Guillaume Cleuziou, Nicolas Dugu |
| 2019 | Co-clustering from Tensor Data. | Rafika Boutalbi, Lazhar Labiod, Mohamed Nadif |
| 2019 | On the Network Embedding in Sparse Signed Networks. | Ayan Kumar Bhowmick, Koushik Meneni, Bivas Mitra |
| 2019 | Deep Cascade of Extra Trees. | Abdelkader Berrouachedi, Rakia Jaziri, Gilles Bernard |
| 2019 | Clustering of Mixed-Type Data Considering Concept Hierarchies. | Sahar Behzadi, Nikola S. Mller, Claudia Plant, Christian Bhm |
| 2019 | Granger Causality for Heterogeneous Processes. | Sahar Behzadi, Katerina Hlavckov-Schindler, Claudia Plant |
| 2019 | A Supporting Tool for IT System Security Specification Evaluation Based on ISO/IEC 15408 and ISO/IEC 18045. | Da Bao, Yuichi Goto, Jingde Cheng |
| 2019 | Passenger Demand Forecasting with Multi-Task Convolutional Recurrent Neural Networks. | Lei Bai, Lina Yao, Salil S. Kanhere, Zheng Yang, Jing Chu, Xianzhi Wang |
| 2019 | Maximizing Gain over Flexible Attributes in Peer to Peer Marketplaces. | Abolfazl Asudeh, Azade Nazi, Nick Koudas, Gautam Das |
| 2019 | Determining the Impact of Missing Values on Blocking in Record Linkage. | Imrul Chowdhury Anindya, Murat Kantarcioglu, Bradley A. Malin |
| 2019 | Spatio-Temporal Event Detection from Multiple Data Sources. | Aman Ahuja, Ashish Baghudana, Wei Lu, Edward A. Fox, Chandan K. Reddy |
| 2018 | Adaptive Attention Network for Review Sentiment Classification. | Chuantao Zong, Wenfeng Feng, Vincent W. Zheng, Hankz Hankui Zhuo |
| 2018 | Sub-trajectory- and Trajectory-Neighbor-based Outlier Detection over Trajectory Streams. | Zhihua Zhu, Di Yao, Jianhui Huang, Hanqiang Li, Jingping Bi |
| 2018 | A Distance Scaling Method to Improve Density-Based Clustering. | Ye Zhu, Kai Ming Ting, Maia Angelova |
| 2018 | Emotion Classification with Data Augmentation Using Generative Adversarial Networks. | Xinyue Zhu, Yifan Liu, Jiahong Li, Tao Wan, Zengchang Qin |
| 2018 | Knowledge-Based Recommendation with Hierarchical Collaborative Embedding. | Zili Zhou, Shaowu Liu, Guandong Xu, Xing Xie, Jun Yin, Yidong Li, Wu Zhang |
| 2018 | Measuring Interpretability for Different Types of Machine Learning Models. | Qing Zhou, Fenglu Liao, Chao Mou, Ping Wang |
| 2018 | A Refined MISD Algorithm Based on Gaussian Process Regression. | Feng Zhou, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen |
| 2018 | Data Mining with Algorithmic Transparency. | Yan Zhou, Yasmeen Alufaisan, Murat Kantarcioglu |
| 2018 | Unsupervised Domain Adaptation Dictionary Learning for Visual Recognition. | Zhun Zhong, Zongmin Li, Runlin Li, Xiaoxia Sun |
| 2018 | Fast Converging Multi-armed Bandit Optimization Using Probabilistic Graphical Model. | Chen Zhao, Kohei Watanabe, Bin Yang, Yu Hirate |
| 2018 | Team Expansion in Collaborative Environments. | Lun Zhao, Yuan Yao, Guibing Guo, Hanghang Tong, Feng Xu, Jian Lu |