| 2015 | Hierarchical label partitioning for large scale classification. | Raphal Puget, Nicolas Baskiotis |
| 2015 | Detecting human emotion via speech recognition by using speech spectrogram. | Sathit Prasomphan |
| 2015 | Hermessem: A semantic-aware framework for the management and analysis of our LifeSteps. | Nikos Pelekis, Stylianos Sideridis, Yannis Theodoridis |
| 2015 | Design of an NGS MicroRNA predictor using multilayer hierarchical MapReduce framework. | Ren-Hao Pan, Lin-Yu Tseng, I-En Liao, Chien-Lung Chan, K. Robert Lai, Kai-Biao Lin |
| 2015 | From one star to three stars: Upgrading legacy open data using crowdsourcing. | Satoshi Oyama, Yukino Baba, Ikki Ohmukai, Hiroaki Dokoshi, Hisashi Kashima |
| 2015 | Error detection of oceanic observation data using sequential labeling. | Satoshi Ono, Haruki Matsuyama, Ken-ichi Fukui, Shigeki Hosoda |
| 2015 | Sentiment and stock market volatility predictive modelling - A hybrid approach. | Rapheal Olaniyan, Daniel Stamate, Lahcen Ouarbya, Doina Logofatu |
| 2015 | A fusion-based approach for user activities recognition on smart phones. | Gunarto Sindoro Njoo, Xiao Wen Ruan, Kuo-Wei Hsu, Wen-Chih Peng |
| 2015 | Label noise correction methods. | Bryce Nicholson, Jing Zhang, Victor S. Sheng, Zhiheng Wang |
| 2015 | Multi-task learning with selective cross-task transfer for predicting bleeding and other important patient outcomes. | Che Ngufor, Sudhindra Upadhyaya, Dennis Murphree, Daryl J. Kor, Jyotishman Pathak |
| 2015 | A ranking-based approach for hierarchical classification. | Azad Naik, Huzefa Rangwala |
| 2015 | The sexy job in the next ten years will be statisticians. | Eric Moulines |
| 2015 | Traffic risk mining from heterogeneous road statistics. | Koichi Moriya, Shin Matsushima, Kenji Yamanishi |
| 2015 | On-line detection of continuous changes in stochastic processes. | Kohei Miyaguchi, Kenji Yamanishi |
| 2015 | Discovering characterizing regions for consumer products. | Shashwat Mishra, Vincent Leroy, Sihem Amer-Yahia |
| 2015 | Selecting representative instances from datasets. | Seyed Hamid Mirisaee, Ahlame Douzal, Alexandre Termier |
| 2015 | Quantification in social networks. | Letizia Milli, Anna Monreale, Giulio Rossetti, Dino Pedreschi, Fosca Giannotti, Fabrizio Sebastiani |
| 2015 | Relational active learning for link-based classification. | Luke K. McDowell |
| 2015 | IQ4EC: Intensional answers as a support to exploratory computing. | Mirjana Mazuran, Elisa Quintarelli, Letizia Tanca |
| 2015 | Scalable image annotation using a product compressive sampling approach. | Anastasios Maronidis, Elisavet Chatzilari, Spiros Nikolopoulos, Ioannis Kompatsiaris |
| 2015 | Classification with a reject option under Concept Drift: The Droplets algorithm. | Pierre-Xavier Loeffel, Christophe Marsala, Marcin Detyniecki |
| 2015 | Mining high-utility itemsets with various discount strategies. | Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong, Vincent S. Tseng |
| 2015 | P-N-RMiner: A generic framework for mining interesting structured relational patterns. | Jefrey Lijffijt, Eirini Spyropoulou, Bo Kang, Tijl De Bie |
| 2015 | Using emotions to predict user interest areas in online social networks. | Yoad Lewenberg, Yoram Bachrach, Svitlana Volkova |
| 2015 | Debate on political reforms in Twitter: A hashtag-driven analysis of political polarization. | Mirko Lai, Cristina Bosco, Viviana Patti, Daniela Virone |