| 2015 | Improved approach for protein function prediction by exploiting prominent proteins. | D. Satheesh Kumar, P. Krishna Reddy |
| 2015 | A mining based approach for efficient enumeration of algebraic structures. | Majid Ali Khan, Mohammad Nazeeruddin, Shahabuddin Muhammad, Asif Ali |
| 2015 | Deep feature synthesis: Towards automating data science endeavors. | James Max Kanter, Kalyan Veeramachaneni |
| 2015 | Exploiting feature relationships towards stable feature selection. | Iman Kamkar, Sunil Kumar Gupta, Dinh Q. Phung, Svetha Venkatesh |
| 2015 | The HIM glocal metric and kernel for network comparison and classification. | Giuseppe Jurman, Roberto Visintainer, Michele Filosi, Samantha Riccadonna, Cesare Furlanello |
| 2015 | Multi-class learning using data driven ECOC with deep search and re-balancing. | Nathalie Japkowicz, Vincent Barnabe-Lortie, Shawn Horvatic, Jie Zhou |
| 2015 | Scalable extraction of timeline information from road traffic data using MapReduce. | Ardi Imawan, Fadhilah Kurnia Putri, Seonga An, Han-You Jeong, Joonho Kwon |
| 2015 | IOHMM for location prediction with missing data. | Jiawei Hu, Yanfeng Wang, Ya Zhang |
| 2015 | Efficient metric learning for the analysis of motion data. | Babak Hosseini, Barbara Hammer |
| 2015 | Modeling heterogeneous clinical sequence data in semantic space for adverse drug event detection. | Aron Henriksson, Jing Zhao, Henrik Bostrm, Hercules Dalianis |
| 2015 | Hot spot detection - An interactive cluster heat map for sentiment analysis. | Patrick Hennig, Philipp Berger, Maximilian Brehm, Bastien Grasnick, Jonathan Herdt, Christoph Meinel |
| 2015 | Exploiting big data in time series forecasting: A cross-sectional approach. | Claudio Hartmann, Martin Hahmann, Wolfgang Lehner, Frank Rosenthal |
| 2015 | MapReduce-based k-prototypes clustering method for big data. | Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi |
| 2015 | Behavioral entropy and profitability in retail. | Riccardo Guidotti, Michele Coscia, Dino Pedreschi, Diego Pennacchioli |
| 2015 | Fast and user-friendly non-linear principal manifold learning by method of elastic maps. | Alexander N. Gorban, Andrei Yu. Zinovyev |
| 2015 | Time series contextual anomaly detection for detecting market manipulation in stock market. | Koosha Golmohammadi, Osmar R. Zaane |
| 2015 | Modeling recurrent distributions in streams using possible worlds. | Michael Geilke, Andreas Karwath, Stefan Kramer |
| 2015 | TESS: Temporal event sequence summarization. | Dominique Gay, Romain Guigours, Marc Boull, Fabrice Clrot |
| 2015 | Special session on trends & controversies in data science (TCDS). | Florence Forbes, Wray L. Buntine |
| 2015 | Detecting irony and sarcasm in microblogs: The role of expressive signals and ensemble classifiers. | Elisabetta Fersini, Federico Alberto Pozzi, Enza Messina |
| 2015 | Sentiment analysis as a text categorization task: A study on feature and algorithm selection for Italian language. | Stefano Ferilli, Berardina De Carolis, Floriana Esposito, Domenico Redavid |
| 2015 | A model-based approach for identifying spammers in social networks. | Farnoosh Fathaliani, Mohamed Bouguessa |
| 2015 | Multi-target regression from high-speed data streams with adaptive model rules. | Joo Duarte, Joo Gama |
| 2015 | The NIST data science initiative. | Bonnie J. Dorr, Craig S. Greenberg, Peter C. Fontana, Mark A. Przybocki, Marion Le Bras, Cathryn A. Ploehn, Oleg Aulov, Martial Michel, E. Jim Golden, Wo Chang |
| 2015 | Constrained independence for detecting interesting patterns. | Thomas Delacroix, Ahcene Boubekki, Philippe Lenca, Stphane Lallich |