| 3 | -- | 4 | Jim Hendler. In Memoriam: Adele Howe |
| 7 | -- | 8 | Weike Pan, Qiang Yang 0001, Charu Aggarwal, Christoph Koch. Big Data |
| 9 | -- | 15 | Jundong Li, Huan Liu. Challenges of Feature Selection for Big Data Analytics |
| 16 | -- | 22 | Jan Kremer, Kristoffer Stensbo-Smidt, Fabian Gieseke, Kim Steenstrup Pedersen, Christian Igel. Big Universe, Big Data: Machine Learning and Image Analysis for Astronomy |
| 23 | -- | 30 | Jesse Glass, Zoran Obradovic. Structured Regression on Multiscale Networks |
| 31 | -- | 36 | Neetu Singh, Narendra S. Chaudhari, Nidhi Singh. Online URL Classification for Large-Scale Streaming Environments |
| 37 | -- | 44 | Xiaojun Chen 0004, Si Peng, Joshua Zhexue Huang, Feiping Nie, Yong-Ming. Local PurTree Spectral Clustering for Massive Customer Transaction Data |
| 45 | -- | 51 | Weike Pan, Zhong Ming. Collaborative Recommendation with Multiclass Preference Context |
| 52 | -- | 62 | Nysret Musliu, Felix Winter. A Hybrid Approach for the Sudoku Problem: Using Constraint Programming in Iterated Local Search |
| 63 | -- | 67 | Daniel E. O'Leary. Emerging White-Collar Robotics: The Case of Watson Analytics |
| 68 | -- | 73 | Tanvi Banerjee, Amit P. Sheth. IoT Quality Control for Data and Application Needs |
| 74 | -- | 79 | Navonil Majumder, Soujanya Poria, Alexander F. Gelbukh, Erik Cambria. Deep Learning-Based Document Modeling for Personality Detection from Text |
| 80 | -- | 84 | Sriram Somanchi, Daniel B. Neill. Graph Structure Learning from Unlabeled Data for Early Outbreak Detection |