David Fuhry
Database Researcher
Department of Computer Science, Kent State University
| Location | KDDB Lab (room 354), Math & Computer Science Building |
Email | dfuhry@cs.kent.edu |
| Phone | 330-672-9107 (office) |
I research effective ways to manage & analyze large amounts of data. My work in industry is mainly with geospatial data [1 2 3 4]. Some of my academic work deals with a broader (metric space) class of data which is best analyzed using similarity search techniques. The rest is centered around various data mining topics: semantic analysis, social network analysis, large graph mining and graph databases. Recently, I've been interested in large-scale, distributed key-value stores like BigTable, S3 (and Dynamo), HBase, and Hypertable. I'm a masters student; my advisor is Dr. Ruoming Jin.
Software
- cdb program used for our KDD'08 paper, Succinct Summarization of Transactional Databases: An Overlapped Hyperrectangle Scheme
- order program used for our ICDM'08 paper, Overlapping Matrix Pattern Visualization: a Hypergraph Approach.
Selected Works
- CV
- Publications
- David Fuhry, Ruoming Jin, Donghui Zhang. Efficient Skyline Computation in Metric Space. EDBT 2009. Acceptance rate: 32.5%
- Ruoming Jin, Scott McCallen, Yuri Breitbart, David Fuhry, Dong Wang. Estimating the Number of Frequent Itemsets in a Large Database. EDBT 2009. Acceptance rate: 32.5%
- Ruoming Jin, Yang Xiang, David Fuhry, Feodor F. Dragan. Overlapping Matrix Pattern Visualization: a Hypergraph Approach. ICDM 2008. Acceptance rate: 9.7%
- Yang Xiang, Ruoming Jin, David Fuhry, Feodor F. Dragan. Succinct summarization of transactional databases: an overlapped hyperrectangle scheme. KDD 2008. Acceptance rate: 18.6%
- Ruoming Jin, David Fuhry, Abdulkareem Alali. Cost-Based Query Optimization for Complex Pattern Mining on Multiple Databases. EDBT 2008. Acceptance rate: 16.7% [pdf]
- Posters
- Content Mining for the Political Blogosphere [pdf]
- Efficient Skyline Computation in Metric Space [pdf]
- Presentations
- Cost-Based Query Optimization for Complex Pattern Mining on Multiple Databases, EDBT08 [ppt]
- Simple Topologies: Applications of Computational Geometry in Wireless Networks (paper by Xiang-Yang Li) [pdf]
- Answering Queries Using Views [pdf]