| 2019 | VizCertify: A Framework for Secure Visual Data Exploration. | Lorenzo De Stefani, Leonhard F. Spiegelberg, Eli Upfal, Tim Kraska |
| 2019 | Residual Networks Behave Like Boosting Algorithms. | Chapman Siu |
| 2019 | Feature Enhanced Fully Convolutional Networks for Monocular Depth Estimation. | Chunxiu Shi, Jie Chen, Juan Chen, Zheng Zhang |
| 2019 | FARE: Schema-Agnostic Anomaly Detection in Social Event Logs. | Neil Shah |
| 2019 | Towards Automated Breast Mass Classification using Deep Learning Framework. | Pinaki Ranjan Sarkar, Priya Prabhakar, Deepak Mishra, Gorthi R. K. S. S. Manyam |
| 2019 | Paths to Empathy: Heterogeneous Effects of Reading Personal Stories Online. | Mahnaz Roshanaei, Christopher Tran, Sylvia Morelli, Cornelia Caragea, Elena Zheleva |
| 2019 | Topology-Based Clusterwise Regression for User Segmentation and Demand Forecasting. | Rodrigo Rivera-Castro, Aleksandr Pletnev, Polina Pilyugina, Grecia Diaz, Ivan Nazarov, Wanyi Zhu, Evgeny Burnaev |
| 2019 | Grade Prediction with Neural Collaborative Filtering. | Zhiyun Ren, Xia Ning, Andrew S. Lan, Huzefa Rangwala |
| 2019 | An Incremental Technique for Mining Coverage Patterns in Large Databases. | Akhil Ralla, P. Krishna Reddy, Anirban Mondal |
| 2019 | Least Squares and Maximum Likelihood Estimation of Sufficient Reductions in Regressions with Matrix Valued Predictors. | Ruth M. Pfeiffer, Wei Wang, Efstathia Bura |
| 2019 | A Real-Time Iterative Machine Learning Approach for Temperature Profile Prediction in Additive Manufacturing Processes. | Arindam Paul, Mojtaba Mozaffar, Zijiang Yang, Wei-keng Liao, Alok N. Choudhary, Jian Cao, Ankit Agrawal |
| 2019 | Automating Big Data Analysis Based on Deep Learning Generation by Automatic Service Composition. | Incheon Paik, T. H. Akila S. Siriweera |
| 2019 | SliceNDice: Mining Suspicious Multi-Attribute Entity Groups with Multi-View Graphs. | Hamed Nilforoshan, Neil Shah |
| 2019 | Colorwall: An Embedded Temporal Display of Bibliographic Data. | Jing Ming, Li Zhang |
| 2019 | Augmenting U.S. Census data on industry and occupation of respondents. | Peter B. Meyer, Kendra Asher |
| 2019 | Comparison of Variable Selection Methods for Forecasting from Short Time Series. | Monnie McGee, Robert A. Yaffee |
| 2019 | SeqScout: Using a Bandit Model to Discover Interesting Subgroups in Labeled Sequences. | Romain Mathonat, Diana Nurbakova, Jean-Franois Boulicaut, Mehdi Kaytoue |
| 2019 | Matrix Profile XVI: Efficient and Effective Labeling of Massive Time Series Archives. | Frank Madrid, Shailendra Singh, Quentin Chesnais, Kerry Mauck, Eamonn J. Keogh |
| 2019 | Shape Constrained Tensor Decompositions. | Bethany Lusch, Eric C. Chi, J. Nathan Kutz |
| 2019 | Deep Crowd Counting In Congested Scenes Through Refine Modules. | Tong Li, Chuan Wang, Xiaochun Cao |
| 2019 | Hierarchical LSTM Framework for Long-Term Sea Surface Temperature Forecasting. | Xi Liu, Tyler Wilson, Pang-Ning Tan, Lifeng Luo |
| 2019 | Universal Consistency of Support Tensor Machine. | Peide Li, Taps Maiti |
| 2019 | Cross-Media Image-Text Retrieval Combined with Global Similarity and Local Similarity. | Zhixin Li, Feng Ling, Canlong Zhang |
| 2019 | Unsupervised Drift Detector Ensembles for Data Stream Mining. | Lukasz Korycki, Bartosz Krawczyk |
| 2019 | Chest Tube Management After Lung Resection Surgery using a Classifier. | William Klement, Sbastien Gilbert, Donna E. Maziak, Andrew J. E. Seely, Farid M. Shamji, Sudhir R. Sundaresan, Patrick J. Villeneuve, Nathalie Japkowicz |