| 2019 | Transfer Learning via Feature Selection Based Nonnegative Matrix Factorization. | Balasubramaniam Thirunavukarasu, Richi Nayak, Chau Yuen |
| 2019 | Learning to Fuse Multiple Semantic Aspects from Rich Texts for Stock Price Prediction. | Ning Tang, Yanyan Shen, Junjie Yao |
| 2019 | Picture News Collection: A Dataset for Automatic Picture News Thumbnail Selection. | Yi-Kun Tang, Heyan Huang, Xuewen Shi, Xianling Mao |
| 2019 | Adaptive Rule Adaptation in Unstructured and Dynamic Environments. | Alireza Tabebordbar, Amin Beheshti, Boualem Benatallah, Moshe Chai Barukh |
| 2019 | ConceptMap: A Conceptual Approach for Formulating User Preferences in Large Information Spaces. | Alireza Tabebordbar, Amin Beheshti, Boualem Benatallah |
| 2019 | Fast Algorithms for Intimate-Core Group Search in Weighted Graphs. | Longxu Sun, Xin Huang, Rong-Hua Li, Jianliang Xu |
| 2019 | Generating an Evolving Skills Network from Job Adverts for High-Demand Skillset Discovery. | Elisa Margareth Sibarani, Simon Scerri |
| 2019 | Highlighting Weasel Sentences for Promoting Critical Information Seeking on the Web. | Fumiaki Saito, Yoshiyuki Shoji, Yusuke Yamamoto |
| 2019 | Interaction Graph Neural Network for News Recommendation. | Yongye Qian, Pengpeng Zhao, Zhixu Li, Junhua Fang, Lei Zhao, Victor S. Sheng, Zhiming Cui |
| 2019 | Pattern Filtering Attention for Distant Supervised Relation Extraction via Online Clustering. | Min Peng, Qingwen Liao, Weilong Hu, Gang Tian, Hua Wang, Yanchun Zhang |
| 2019 | Detecting Fraudulent Accounts on Blockchain: A Supervised Approach. | Michal Ostapowicz, Kamil Zbikowski |
| 2019 | Personalized Book Recommendation Based on a Deep Learning Model and Metadata. | Yiu-Kai Ng, Urim Jung |
| 2019 | A Case Based Deep Neural Network Interpretability Framework and Its User Study. | Rimmal Nadeem, Huijun Wu, Hye-young Paik, Chen Wang |
| 2019 | Enriching the Context: Methods of Improving the Non-contextual Assessment of Sentence Credibility. | Aleksandra Nabozny, Bartlomiej Balcerzak, Danijel Korzinek |
| 2019 | Range Nearest Neighbor Query with the Direction Constraint. | Xue Miao, Xi Guo, Xiaochun Yang, Zhaoshun Wang, Peng Lv |
| 2019 | Dual Path Convolutional Neural Network for Student Performance Prediction. | Yuling Ma, Jian Zong, Chaoran Cui, Chunyun Zhang, Qizheng Yang, Yilong Yin |
| 2019 | Generating Adversarial Examples by Adversarial Networks for Semi-supervised Learning. | Yun Ma, Xudong Mao, Yangbin Chen, Qing Li |
| 2019 | Leveraging Pattern Mining Techniques for Efficient Keyword Search on Data Graphs. | Xinge Lu, Dimitri Theodoratos, Aggeliki Dimitriou |
| 2019 | LSCMiner: Efficient Low Support Closed Itemsets Mining. | Yifeng Lu, Florian Richter, Thomas Seidl |
| 2019 | Multi-head Attentive Social Recommendation. | Xu Luo, Chaofeng Sha, Zijing Tan, Junyu Niu |
| 2019 | Structural Role Enhanced Attributed Network Embedding. | Zhao Li, Xin Wang, Jianxin Li, Qingpeng Zhang |
| 2019 | CoreCube: Core Decomposition in Multilayer Graphs. | Boge Liu, Fan Zhang, Chen Zhang, Wenjie Zhang, Xuemin Lin |
| 2019 | OntoDS: An Ontology-Aware Distributed Storage Scheme for RDF Graphs. | Baozhu Liu, Xin Wang, Yajun Yang, Yunpeng Chai |
| 2019 | Context-Aware Temporal Knowledge Graph Embedding. | Yu Liu, Wen Hua, Kexuan Xin, Xiaofang Zhou |
| 2019 | Efficient Privacy-Preserving Skyline Queries over Outsourced Cloud. | Lu Li, Xufeng Jiang, Fei Zhu, An Liu |