Instructor: Amélie Marian
Office hours: TBA, CoRE 324
In this seminar, we will discuss some influential and/or recent work in data
management research.
At the beginning of the semester, we will select 2 or 3 topics on which to
focus.
Each week, a student will present one or more papers from leading conferences and
journals on one of the selected topics.
| Date | Speaker | Presentation |
| January 24 | Amélie Marian | Introduction |
| January 31 | Denitza Tilkidjieva |
Efficient Query
Evaluation on Probabilistic Databases. Nilesh Dalvi, Dan Suciu (VLDB 2004). |
| February 7 | Nishat Islam |
Probabilistic Data Management for Pervasive Computing: The Data
Furnace Project. Minos Garofalakis et al, IEEE Data Eng. Bull. 29(1)(2006) |
| February 14 | Crystal |
An
Introduction to ULDBs and the Trio System. Omar Benjelloun, Anish Das Sarma, Chris Hayworth, Jennifer Widom IEEE Data Eng. Bull. 29(1)(2006) |
| February 21 | Gayatree Ganu |
Representing and Querying Correlated Tuples in Probabilistic
Databases Prithviraj Sen, Amol Deshpande, (ICDE 2007) |
| February 28 | Qingyuan Deng |
Fast
algorithms for mining association rules. R. Agrawal and R. Srikant. VLDB, 487-499, 1994. |
| March 6 | Nicholas Michael |
BIRCH : an efficient data clustering method for very large databases.
|
| March 13 | No Seminar | |
| March 20 | Spring break | |
| March 27 | No Seminar | |
| April 3 | Mingchen Gao |
SPRINT: A Scalable
Parallel Classifier for Data Mining, John Shafer, Rakeeh Agrawal and Manish Mehta VLDB 1996 |
| April 10 | Peter Borosan |
Show me the
money!: Deriving the pricing power of product features by mining
consumer reviews Nikolay Archak, Anindya Ghose, Panagiotis G. Ipeirotis KDD 2007. |
| April 17 | ||
| April 24 | ||
| May 1 | ||
Resources