| 2015 | Approximate Queries on Big Heterogeneous Data. | Verena Kantere |
| 2015 | Can We Rank Emotions? A Brand Love Ranking System for Emotional Terms. | Andreas Kanavos, Eleanna Kafeza, Christos Makris |
| 2015 | Analytics of Industrial Operational Data Inspired by Natural Language Processing. | Mariusz Kamola |
| 2015 | Identifying Relevant Formal Concepts through the Collapse Index. | Daniel Joseph, Nikolay Mehandjiev, Babis Theodoulidis, John Davies, Ian Thurlow |
| 2015 | Road Traffic Analytic Query Processing Based on a Timeline Modeling. | Ardi Imawan, Titus Irma Damaiyanti, Joonho Kwon |
| 2015 | A Community-Based Cloud Computing Caching Service. | Unekwu Idachaba, Frank Wang |
| 2015 | Effects of Word Assignment in LDA for News Topic Discovery. | Chuen-Min Huang, Cheng-Yi Wu |
| 2015 | Two Steps Genetic Programming for Big Data - Perspective of Distributed and High-Dimensional Data. | Jih-Jeng Huang |
| 2015 | Ctracer: Uncover C&C in Advanced Persistent Threats Based on Scalable Framework for Enterprise Log Data. | Kai-Fung Hong, Chien-Chih Chen, Yu-Ting Chiu, Kuo-Sen Chou |
| 2015 | Indoor Air Monitoring Platform and Personal Health Reporting System: Big Data Analytics for Public Health Research. | Kin Fai Ho, Hoyee W. Hirai, Yong-Hong Kuo, Helen M. Meng, Kelvin Kam-fai Tsoi |
| 2015 | CEPSim: A Simulator for Cloud-Based Complex Event Processing. | Wilson A. Higashino, Miriam A. M. Capretz, Luiz F. Bittencourt |
| 2015 | Unsupervised Event Detection with Infinite Poisson Mixture Model. | Vinod Hegde, Milovan Krnjajic, Alexei Pozdnoukhov |
| 2015 | Alexandria: Extensible Framework for Rapid Exploration of Social Media. | Fenno F. Terry Heath III, Richard Hull, Elham Khabiri, Matthew Riemer, Noi Sukaviriya, Roman Vaculn |
| 2015 | Sensitive Disclosures under Differential Privacy Guarantees. | Chao Han, Ke Wang |
| 2015 | Big Data Driven Cyber Analytic System. | Vladimir Hahanov, Wajeb Gharibi, Eugenia Litvinova, Svetlana Chumachenko |
| 2015 | Replica Placement in Multi-tenant Database Environments. | Avrilia Floratou, Jignesh M. Patel |
| 2015 | Phishing URL Detection Using URL Ranking. | Mohammed Nazim Feroz, Susan A. Mengel |
| 2015 | A Semantic Recommender for Micro-blog Users. | Stefano Faralli, Giovanni Stilo, Paola Velardi |
| 2015 | A Study of Data Locality in YARN. | Yehia Elshater, Patrick Martin, Dan Rope, Mike McRoberts, Craig Statchuk |
| 2015 | Discovering Environmental Impacts on Public Health Using Heterogeneous Big Sensory Data. | Minh-Son Dao, Koji Zettsu |
| 2015 | Design and Realization of Cognitive Routing Resources Using Big Data Analysis in SDN. | Hongyan Cui, Yuchen Zhang, Chenhang Ma, Wei Lai, Norman C. Beaulieu, Stanislav Sobolevsky, Yunjie Liu |
| 2015 | Web Service Recommendations Based on Time-Aware Bayesian Networks. | Victor W. Chu, Raymond K. Wong, Fang Chen, Chi-Hung Chi |
| 2015 | Patient Flow Evaluation with System Dynamic Model in an Emergency Department: Data Analytics on Daily Hospital Records. | Marc Chong, Maggie Wang, Xin Lai, Benny Zee, Fung Hong, Eng Kiong Yeoh, Eliza Lai-Yi Wong, Carrie Yam, Patsy Chau, Kelvin Kam-fai Tsoi, Colin A. Graham |
| 2015 | Machine Learning-Based Configuration Parameter Tuning on Hadoop System. | Chi-Ou Chen, Ye-Qi Zhuo, Chao-Chun Yeh, Che-Min Lin, Shih-Wei Liao |
| 2015 | Supervised Machine Learning Model for High Dimensional Gene Data in Colon Cancer Detection. | Huaming Chen, Hong Zhao, Jun Shen, Rui Zhou, Qingguo Zhou |