| 2015 | Advances in Data Mining: Applications and Theoretical Aspects - 15th Industrial Conference, ICDM 2015, Hamburg, Germany, July 11-24, 2015, Proceedings Petra Perner |
| 2015 | An Approach for Predicting River Water Quality Using Data Mining Technique. Bharat B. Gulyani, J. Alamelu Mangai, Arshia Fathima |
| 2015 | An Efficient Data Mining Approach to Concept Map Generation for Adaptive Learning. Xiaopeng Huang, Kyeong Yang, Victor B. Lawrence |
| 2015 | An Unexpectedness-Augmented Utility Model for Making Serendipitous Recommendation. Qianru Zheng, Chi-Kong Chan, Horace H. S. Ip |
| 2015 | Constructing Parallel Association Algorithms from Function Blocks. Ivan Kholod, Mikhail Kuprianov, Andrey Shorov |
| 2015 | Data Mining in Pathway Analysis for Gene Expression. Amani Al-Ajlan, Ghada Badr |
| 2015 | Estimating Risk of Dynamic Trading Strategies from High Frequency Data Flow. Yuri Balasanov, Alexander Doynikov, Victor Lavrent'ev, Leonid Nazarov |
| 2015 | Fast and Robust Supervised Learning in High Dimensions Using the Geometry of the Data. Ujjal Kumar Mukherjee, Subhabrata Majumdar, Snigdhansu Chatterjee |
| 2015 | Generalized ATM Fraud Detection. Steffen Priesterjahn, Maik Anderka, Timo Klerx, Uwe Mönks |
| 2015 | How to Support Customer Segmentation with Useful Cluster Descriptions. Hans Friedrich Witschel, Simon Loo, Kaspar Riesen |
| 2015 | Identify Error-Sensitive Patterns by Decision Tree. William Wu |
| 2015 | Improving the Predictive Power of Business Performance Measurement Systems by Constructed Data Quality Features? Five Cases. Markus Vattulainen |
| 2015 | Making Topic Words Distribution More Accurate and Ranking Topic Significance According to the Jensen-Shannon Divergence from Background Topic. Iwao Fujino, Yuko Hoshino |
| 2015 | Predictive Modeling for End-of-Life Pain Outcome Using Electronic Health Records. Muhammad Kamran Lodhi, Janet Stifter, Yingwei Yao, Rashid Ansari, Gail M. Keenan, Diana J. Wilkie, Ashfaq A. Khokhar |
| 2015 | Probabilistic Hoeffding Trees - Sped-Up Convergence and Adaption of Online Trees on Changing Data Streams. Jonathan Boidol, Andreas Hapfelmeier, Volker Tresp |
| 2015 | Quantifying the Hidden Factors Impacting the Audience of Advertisements Posted on Facebook. Mamadou Diaby, Emmanuel Viennet |
| 2015 | Retail Store Segmentation for Target Marketing. Emrah Bilgic, Mehmed M. Kantardzic, Ozgur Cakir |
| 2015 | Searching for Biomarkers Indicating a Development of Insulin Dependent Diabetes Mellitus. Rainer Schmidt |
| 2015 | Topic Extraction Analysis for Monetary Policy Minutes of Japan in 2014 - Effects of the Consumption Tax Hike in April. Yukari Shirota, Takako Hashimoto, Tamaki Sakura |
| 2015 | Visualized Episode Mining with Feature Granularity Selection. Sonja Ansorge, Jana Schmidt |