David Fuhry

Research Interests

I'm a PhD candidate in the Department of Computer Science and Engineering at Ohio State University.

My research interests are in database and data mining and I work with both Profs Hakan Ferhatosmanoglu and Srini Parthasarathy who direct the Database and Data Mining research labs respectively.

CV [pdf]

Software

• cdb2 is a co-clustering dataset summarization program used for our work "Summarizing transactional databases with overlapped hyperrectangles" published in Data Mining and Knowledge Discovery: http://dx.doi.org/10.1007/s10618-010-0203-9.
• 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.
• metric_skyline program, an implementation of N2RS and B2MS2 used for our EDBT'09 paper, Efficient Skyline Computation in Metric Space.

Publications

• David Fuhry, Yiye Ruan and Srinivasan Parthasarathy: Local/Global Term Analysis for Discovering Community Differences in Social Networks. ACM Web Science '12 (extended abstract). Acceptance rate: 35%
• Yiye Ruan, Hemant Purohit, David Fuhry, Srinivasan Parthasarathy and Amit Sheth: Prediction of Topic Volume on Twitter. ACM Web Science '12 (extended abstract). Acceptance rate: 35%
• Yang Xiang, Ruoming Jin, Dave Fuhry, and Feodor Dragan: Summarizing transactional databases with overlapped hyperrectangles. Data Mining and Knowledge Discovery. 2011, Vol 23, Issue 2, pp 215-251.
• Bharath Sriram, Dave Fuhry, Engin Demir, Hakan Ferhatosmanoglu, Murat Demirbas: Short text classification in twitter to improve information filtering. SIGIR 2010. (short paper)
• Ruoming Jin, Yang Xiang, Ning Ruan, David Fuhry: 3-HOP: a high-compression indexing scheme for reachability query. SIGMOD 2009. Acceptance rate: 15.87%
• 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]

Personal

• I'm the second of four children, raised near Cleveland, Ohio. My older sister Lou Ann is a nurse at University Hospitals, and my younger brothers Stephen and Marty are interested in technology and mathematics, respectively.
• I cofounded property integration startup Real Estate Portal USA.
• I have played drums in several bands and currently play just a few times a year with Iron Kordas.
• My Dad is a Judge in Geauga County. Judge David L. Fuhry