| September 2014 | Vol. 37 No. 3 |
IEEE Computer Society
|
Letters |
| Letter from the Editor-in-Chief | David Lomet | 1 |
| Message from the TCDE Chair Nominating Committee | Amr El-Abaddi, Paul Larson, and David Lomet | 2 |
| Election for Chair of IEEE Computer Society TC on Data Engineering | Brookes Little | 2 |
| TCDE Chair Candidate Erich Neuhold | Erich Neuhold | 3 |
| TCDE Chair Candidate Xiaofang Zhou | Xiaofang Zhou | 4 |
| Letter from the Special Issue Editor | Christopher Jermaine | 5 |
Special Issue on Databases, Declarative Systems and Machine Learning |
| Lifted Probabilistic Inference: A Guide for the Database Researcher |   |
| Eric Gribkoff, Dan Suciu, and Guy Van den Broeck | 6 |
| Probabilistic Data Programming with ENFrame | Dan Olteanu and Sebastiaan J. van Schaik | 18 |
| Feature Engineering for Knowledge Base Construction |   |
| Christopher Ré, Amir Abbas Sadeghian, Zifei Shan, Jaeho Shin, Feiran Wang, Sen Wu, Ce Zhang | 26 |
| Efficient In-Database Analytics with Graphical Models | Daisy Zhe Wang, Yang Chen, Christan Grant, and Kun Li | 41 |
| SystemML's Optimizer: Plan Generation for Large-Scale Machine Learning Programs |   |
| Matthias Boehm, Douglas R. Burdick, Alexandre V. |   |
| Evfimievski, Berthold Reinwald, Frederick R. Reiss, Prithviraj Sen, Shirish Tatikonda, and Yuanyuan Tian | 52 |
| Tupleware: Distributed Machine Learning on Small Clusters | Andrew Crotty, Alex Galakatos, and Tim Kraska | 63 |
| Cumulon: Cloud-Based Statistical Analysis from Users Perspective |   |
| Botong Huang, Nicholas W.D. Jarrett, Shivnath Babu, Sayan Mukherjee, and Jun Yang | 77 |
Announcements and Notices |
| ICDE 2015 Conference | 90 |
| TCDE Membership Form | backcover |