| 2015 | Outlier Detection and Trend Detection: Two Sides of the Same Coin. | Erich Schubert, Michael Weiler, Arthur Zimek |
| 2015 | Building a National Perinatal Data Base without the Use of Unique Personal Identifiers. | Rainer Schnell, Christian Borgs |
| 2015 | Towards Personalizing Classical Music Recommendations. | Markus Schedl |
| 2015 | Detecting Anomalies in Time-Varying Networks Using Tensor Decomposition. | Anna Sapienza, Andr Panisson, Joseph Wu, Laetitia Gauvin, Ciro Cattuto |
| 2015 | Paradigmatic Clustering for NLP. | Julio Santisteban, Javier Tejada-Crcamo |
| 2015 | Real-Time Crisis Mapping Using Language Distribution. | Justin Sampson, Fred Morstatter, Reza Zafarani, Huan Liu |
| 2015 | Automatically Generate a Flat Mining Table with Dataconda. | Michele Samorani |
| 2015 | A Unified Framework for Painting Classification. | Babak Saleh, Ahmed M. Elgammal |
| 2015 | Fast Parallel Mining of Maximally Informative k-Itemsets in Big Data. | Saber Salah, Reza Akbarinia, Florent Masseglia |
| 2015 | Nonparametric Poisson Factorization Machine. | Avijit Saha, Ayan Acharya, Balaraman Ravindran, Joydeep Ghosh |
| 2015 | Toponym Recognition in Social Media for Estimating the Location of Events. | Meryem Sagcan, Pinar Karagoz |
| 2015 | An Enumerative Biclustering Algorithm for DNA Microarray Data. | Haifa Ben Saber, Mourad Elloumi |
| 2015 | A Content Analysis of Patient-Reported Medication Outcomes on Social Media. | Boshu Ru, Kimberly Harris, Lixia Yao |
| 2015 | Terra Populus: Integrated Data on Population and Environment. | Steven Ruggles, Tracy A. Kugler, Catherine A. Fitch, David C. Van Riper |
| 2015 | The ABACOC Algorithm: A Novel Approach for Nonparametric Classification of Data Streams. | Rocco De Rosa, Francesco Orabona, Nicol Cesa-Bianchi |
| 2015 | Having a Blast: Meta-Learning and Heterogeneous Ensembles for Data Streams. | Jan N. van Rijn, Geoffrey Holmes, Bernhard Pfahringer, Joaquin Vanschoren |
| 2015 | Sparse Coding for Efficient Bioacoustic Data Mining: Preliminary Application to Analysis of Whale Songs. | Joseph Razik, Herv Glotin, Maia Hoeberechts, Yann Doh, Sbastien Paris |
| 2015 | Domain-Specific Knowledge Base Enrichment Using Wikipedia Tables. | Chenwei Ran, Wei Shen, Jianyong Wang, Xuan Zhu |
| 2015 | Finding Time-Critical Responses for Information Seeking in Social Media. | Suhas Ranganath, Suhang Wang, Xia Hu, Jiliang Tang, Huan Liu |
| 2015 | MERLIN - A Tool for Multi-party Privacy-Preserving Record Linkage. | Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen |
| 2015 | Differentially Private Random Forest with High Utility. | Santu Rana, Sunil Kumar Gupta, Svetha Venkatesh |
| 2015 | Identifying Employees for Re-skilling Using an Analytics-Based Approach. | Karthikeyan Natesan Ramamurthy, Moninder Singh, Michael Davis, J. Alex Kevern, Uri Klein, Michael Peran |
| 2015 | Task Assignment Optimization in Collaborative Crowdsourcing. | Habibur Rahman, Senjuti Basu Roy, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das |
| 2015 | Mining Unstable Communities from Network Ensembles. | Ahsanur Rahman, Steve T. K. Jan, Hyunju Kim, B. Aditya Prakash, T. M. Murali |
| 2015 | Pedestrian Detection Using Privileged Information. | Zhiquan Qi, Yingjie Tian, Lingfeng Niu, Fan Meng, Limeng Cui, Yong Shi |