| 2015 | Tracking the evolution of community structures in time-evolving social networks. | Etienne Gael Tajeuna, Mohamed Bouguessa, Shengrui Wang |
| 2015 | Temporal Needleman-Wunsch. | Haider Syed, Amar K. Das |
| 2015 | Improved algorithms for exact and approximate boolean matrix decomposition. | Yuan Sun, Shiwei Ye, Yi Sun, Tsunehiko Kameda |
| 2015 | Profit maximizing logistic regression modeling for customer churn prediction. | Eugen Stripling, Seppe vanden Broucke, Katrien Antonio, Bart Baesens, Monique Snoeck |
| 2015 | A text block context informations based multiple Web contents extraction. | Wonmoon Song, Myungwon Kim |
| 2015 | Spherical wards clustering and generalized Voronoi diagrams. | Marek Smieja, Jacek Tabor |
| 2015 | Monitoring the Twitter sentiment during the Bulgarian elections. | Jasmina Smailovic, Janez Kranjc, Miha Grcar, Martin Znidarsic, Igor Mozetic |
| 2015 | Predictive reliability mining for early warnings in populations of connected machines. | Karamjit Singh, Gautam Shroff, Puneet Agarwal |
| 2015 | Ensemble of deep long short term memory networks for labelling origin of replication sequences. | Urminder Singh, Sucheta Chauhan, A. Krishnamachari, Lovekesh Vig |
| 2015 | Patient classification based on expanded query using 5-gram collocation and binary tree. | Jaya Sil, Indrani Bhattacharya |
| 2015 | Towards predictable and risk-free enterprise systems. | Mayank Shrivastava, Maitreya Natu, Vaishali P. Sadaphal |
| 2015 | Mining actionable combined patterns of high utility and frequency. | Jingyu Shao, Junfu Yin, Wei Liu, Longbing Cao |
| 2015 | A data-driven analytics approach in the study of pneumonia's fatalities. | Maribel Yasmina Santos, Antnio Carvalheira, Artur Teles de Arajo |
| 2015 | Succinctly summarizing machine usage via multi-subspace clustering of multi-sensor data. | Sarmimala Saikia, Gautam Shroff, Puneet Agarwal, Ashwin Srinivasan |
| 2015 | Improved risk predictions via sparse imputation of patient conditions in electronic medical records. | Budhaditya Saha, Sunil Gupta, Svetha Venkatesh |
| 2015 | Tutorial 1: NVIDIA's platform for Deep Neural Networks. | Gunter Rth |
| 2015 | Scalable relational learning for large heterogeneous networks. | Ryan A. Rossi, Rong Zhou |
| 2015 | MIAT: A novel attribute selection approach to better predict upper gastrointestinal cancer. | Avi Rosenfeld, David G. Graham, Rifat A. Hamoudi, Rommel Butawan, Victor Eneh, Saif Khan, Haroon Miah, Mahesan Niranjan, Laurence B. Lovat |
| 2015 | The layered structure of company share networks. | Andrea Romei, Salvatore Ruggieri, Franco Turini |
| 2015 | An ensemble of machine learning and anti-learning methods for predicting tumour patient survival rates. | Christopher M. Roadknight, Durga Suryanarayanan, Uwe Aickelin, John Scholefield, Lindy Durrant |
| 2015 | Duration models for activity recognition and prediction in buildings using Hidden Markov Models. | Antonio Ridi, Nikos Zarkadis, Christophe Gisler, Jean Hennebert |
| 2015 | Matrix factorization approach to behavioral mode analysis from acceleration data. | Yehezkel S. Resheff, Shay Rotics, Ran Nathan, Daphna Weinshall |
| 2015 | Random-shapelet: An algorithm for fast shapelet discovery. | Xavier Renard, Maria Rifqi, Walid Erray, Marcin Detyniecki |
| 2015 | A talent management tool using propensity to leave analytics. | Karthikeyan Natesan Ramamurthy, Moninder Singh, Yichong Yu, Jessica Aspis, Matthew Iames, Michael Peran, Qin S. Held |
| 2015 | FactorBase : Multi-relational model learning with SQL all the way. | Zhensong Qian, Oliver Schulte |