| 2017 | Finding the Best Job Applicants for a Job Posting: A Comparison of Human Resources Search Strategies. | Christopher G. Harris |
| 2017 | Tensor Based Relations Ranking for Multi-relational Collective Classification. | Chao Han, Qingyao Wu, Michael K. Ng, Jiezhang Cao, Mingkui Tan, Jian Chen |
| 2017 | Discovering Gatherings Based on Individual Mobility Patterns: Challenges and Direction. | Fatima Hachem, Maria Luisa Damiani, Hamza Issa |
| 2017 | Scalable Algorithms for Locally Low-Rank Matrix Modeling. | Qilong Gu, Joshua D. Trzasko, Arindam Banerjee |
| 2017 | A Big Data Analysis Framework Using Apache Spark and Deep Learning. | Anand Gupta, Hardeo Kumar Thakur, Ritvik Shrivastava, Pulkit Kumar, Sreyashi Nag |
| 2017 | Us and Them: Adversarial Politics on Twitter. | Anna Guimares, Liqiang Wang, Gerhard Weikum |
| 2017 | Market Basket Prediction Using User-Centric Temporal Annotated Recurring Sequences. | Riccardo Guidotti, Giulio Rossetti, Luca Pappalardo, Fosca Giannotti, Dino Pedreschi |
| 2017 | Discovery of Informal Topics from Post Traumatic Stress Disorder Forums. | Reilly Grant, David Kucher, Ana M. Leon, Jonathan Gemmell, Daniela Raicu |
| 2017 | Learning with Inadequate and Incorrect Supervision. | Chen Gong, Hengmin Zhang, Jian Yang, Dacheng Tao |
| 2017 | High-Dimensional Dependency Structure Learning for Physical Processes. | Jamal Golmohammadi, Imme Ebert-Uphoff, Sijie He, Yi Deng, Arindam Banerjee |
| 2017 | Employer Industry Classification Using Job Postings. | Mahak Goindani, Qiaoling Liu, Josh Chao, Valentin Jijkoun |
| 2017 | Spectral Lens: Explainable Diagnostics, Tools and Discoveries in Directed, Weighted Graphs. | Sebastian Goebl, Srijan Kumar, Christos Faloutsos |
| 2017 | Identifying Irregular Power Usage by Turning Predictions into Holographic Spatial Visualizations. | Patrick O. Glauner, Niklas Dahringer, Oleksandr Puhachov, Jorge Augusto Meira, Petko Valtchev, Radu State, Diogo Duarte |
| 2017 | Pi-CEP: Predictive Complex Event Processing Using Range Queries over Historical Pattern Space. | Syed Gillani, Abderrahmen Kammoun, Kamal Singh, Julien Subercaze, Christophe Gravier, Jacques Fayolle, Frdrique Laforest |
| 2017 | Dataset Construction via Attention for Aspect Term Extraction with Distant Supervision. | Athanasios Giannakopoulos, Diego Antognini, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl |
| 2017 | Matrix Profile VIII: Domain Agnostic Online Semantic Segmentation at Superhuman Performance Levels. | Shaghayegh Gharghabi, Yifei Ding, Chin-Chia Michael Yeh, Kaveh Kamgar, Liudmila Ulanova, Eamonn J. Keogh |
| 2017 | Efficient and Invariant Convolutional Neural Networks for Dense Prediction. | Hongyang Gao, Shuiwang Ji |
| 2017 | IterativE Grammar-Based Framework for Discovering Variable-Length Time Series Motifs. | Yifeng Gao, Jessica Lin, Huzefa Rangwala |
| 2017 | Efficient discovery of time series motifs with large length range in million scale time series. | Yifeng Gao, Jessica Lin |
| 2017 | Data Mining in Long-Term Honeypot Data. | Daniel Fraunholz, Marc Zimmermann, Alexander Hafner, Hans D. Schotten |
| 2017 | Generating Synthetic Time Series to Augment Sparse Datasets. | Germain Forestier, Franois Petitjean, Hoang Anh Dau, Geoffrey I. Webb, Eamonn J. Keogh |
| 2017 | Exploiting PubMed for Protein Molecular Function Prediction via NMF Based Multi-label Classification. | Samah J. Fodeh, Aditya Tiwari, Hong Yu |
| 2017 | A Hyperplane-Based Algorithm for Semi-Supervised Dimension Reduction. | Huang Fang, Minhao Cheng, Cho-Jui Hsieh |
| 2017 | Online Nearest Neighbor Search in Binary Space. | Sepehr Eghbali, Mohammad Hassan Zokaei Ashtiani, Ladan Tahvildari |
| 2017 | Global Distribution of Watches: A Network Analysis of Trade Relations. | Pierre-Yves Donze, Ken Ishibashi, Bo Wu, Yuta Kaneko, Kei Miyazaki, Keiji Takai |