| 2019 | Intervention-Aware Early Warning. | Dhivya Eswaran, Christos Faloutsos, Nina Mishra, Yonatan Naamad |
| 2019 | Analyzing Similarities between Word Frequency Distributions of Various Corpora to Find Effective Features for Complex Word Identification. | Yo Ehara |
| 2019 | A Decision Support Framework for AutoML Systems: A Meta-Learning Approach. | Salijona Dyrmishi, Radwa El Shawi, Sherif Sakr |
| 2019 | Beyond Geo-First Law: Learning Spatial Representations via Integrated Autocorrelations and Complementarity. | Jiadi Du, Yunchao Zhang, Pengyang Wang, Jennifer L. Leopold, Yanjie Fu |
| 2019 | Modeling Engagement Dynamics of Online Discussions using Relativistic Gravitational Theory. | Subhabrata Dutta, Dipankar Das, Tanmoy Chakraborty |
| 2019 | Learning Credible Deep Neural Networks with Rationale Regularization. | Mengnan Du, Ninghao Liu, Fan Yang, Xia Hu |
| 2019 | Consensus Graph Weighting via Trace Ratio Criterion for Multi-view Unsupervised Feature Selection. | Liang Du, Xiaolin Lv |
| 2019 | Who is Who: Name Disambiguation in Large-Scale Scientific Literature. | Hongliang Du, Zhiyi Jiang, Jianliang Gao |
| 2019 | Know Your Enemies and Know Yourself in the Real-Time Bidding Function Optimisation. | Manxing Du, Alexander I. Cowen-Rivers, Ying Wen, Phu Sakulwongtana, Jun Wang, Mats Brorsson, Radu State |
| 2019 | Improving Spectral Clustering with Deep Embedding and Cluster Estimation. | Liang Duan, Charu C. Aggarwal, Shuai Ma, Saket Sathe |
| 2019 | Identifying Topological Prototypes using Deep Point Cloud Autoencoder Networks. | Nivesh Dommaraju, Mariusz Bujny, Stefan Menzel, Markus Olhofer, Fabian Duddeck |
| 2019 | Optimal Timelines for Network Processes. | Daniel J. DiTursi, Carolyn S. Kaminski, Petko Bogdanov |
| 2019 | Reinforcement Learning Based Monte Carlo Tree Search for Temporal Path Discovery. | Pengfei Ding, Guanfeng Liu, Pengpeng Zhao, An Liu, Zhixu Li, Kai Zheng |
| 2019 | Closed Form Word Embedding Alignment. | Sunipa Dev, Safia Hassan, Jeff M. Phillips |
| 2019 | Computational Analysis of French Reborrowing Process for English Loanwords. | Zhubo Deng, Weijia Shi, Pei Zhou, Muhao Chen, Kai-Wei Chang |
| 2019 | Learning Dynamic Author Representations with Temporal Language Models. | Edouard Delasalles, Sylvain Lamprier, Ludovic Denoyer |
| 2019 | Emotion Classification Based on Audiovisual Information Fusion Using Deep Learning. | Mehmet Dedeoglu, Jessica Zhang, Runli Liang |
| 2019 | MUSE-RNN: A Multilayer Self-Evolving Recurrent Neural Network for Data Stream Classification. | Monidipa Das, Mahardhika Pratama, Septiviana Savitri, Jie Zhang |
| 2019 | A Two-Stage Multi-task Learning-Based Method for Selective Unsupervised Domain Adaptation. | Yong Dai, Jian Zhang, Shuai Yuan, Zenglin Xu |
| 2019 | Generative Oversampling with a Contrastive Variational Autoencoder. | Wangzhi Dai, Kenney Ng, Kristen A. Severson, Wei Huang, Fred Anderson, Collin M. Stultz |
| 2019 | Management and Analytics of Big Data Sources in Intelligent Smart Environments: Where We Are and Where We Are Going. | Alfredo Cuzzocrea |
| 2019 | Community Detection in Attributed Social Networks: A Unified Weight-Based Model and Its Regimes. | Petr Chunaev, Ivan Nuzhdenko, Klavdiya Bochenina |
| 2019 | Inductive Embedding Learning on Attributed Heterogeneous Networks via Multi-task Sequence-to-Sequence Learning. | Yunfei Chu, Caili Guo, Tongze He, Yaqing Wang, Jenq-Neng Hwang, Chunyan Feng |
| 2019 | Automatic Clustering by Detecting Significant Density Dips in Multiple Dimensions. | Pantelis Chronis, Spiros Athanasiou, Spiros Skiadopoulos |
| 2019 | Counterfactual Attention Supervision. | Seungtaek Choi, Haeju Park, Seung-won Hwang |