George Forman

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2010
26Apples-to-apples in cross-validation studies: pitfalls in classifier performance measurement. George Forman, Martin Scholz. SIGKDD Explorations (12): 49-57 (2010). Web SearchBibTeXDownload
25A novel traffic analysis for identifying search fields in the long tail of web sites. George Forman, Evan Kirshenbaum, Shyamsundar Rajaram. WWW 2010, 361-370. Web SearchBibTeXDownload
2009
24Feature shaping for linear SVM classifiers. George Forman, Martin Scholz, Shyamsundar Rajaram. KDD 2009, 299-308. Web SearchBibTeXDownload
23Efficient detection of large-scale redundancy in enterprise file systems. George Forman, Kave Eshghi, Jaap Suermondt. Operating Systems Review (43): 84-91 (2009). Web SearchBibTeXDownload
2008
22Extremely fast text feature extraction for classification and indexing. George Forman, Evan Kirshenbaum. CIKM 2008, 1221-1230. Web SearchBibTeXDownload
21BNS feature scaling: an improved representation over tf-idf for svm text classification. George Forman. CIKM 2008, 263-270. Web SearchBibTeXDownload
20Quantifying counts and costs via classification. George Forman. Data Min. Knowl. Discov. (17): 164-206 (2008). Web SearchBibTeXDownload
19Scaling up text classification for large file systems. George Forman, Shyamsundar Rajaram. KDD 2008, 239-246. Web SearchBibTeXDownload
2007
18Cool Job Allocation: Measuring the Power Savings of Placing Jobs at Cooling-Efficient Locations in the Data Center. Cullen Bash, George Forman. USENIX Annual Technical Conference 2007, 363-368. Web SearchBibTeXDownload
2006
17Pragmatic text mining: minimizing human effort to quantify many issues in call logs. George Forman, Evan Kirshenbaum, Jaap Suermondt. KDD 2006, 852-861. Web SearchBibTeXDownload
16Quantifying trends accurately despite classifier error and class imbalance. George Forman. KDD 2006, 157-166. Web SearchBibTeXDownload
15Tackling concept drift by temporal inductive transfer. George Forman. SIGIR 2006, 252-259. Web SearchBibTeXDownload
2005
14Counting Positives Accurately Despite Inaccurate Classification. George Forman. ECML 2005, 564-575. Web SearchBibTeXDownload
13Beware the Null Hypothesis: Critical Value Tables for Evaluating Classifiers. George Forman, Ira Cohen. ECML 2005, 133-145. Web SearchBibTeXDownload
12Evolving Feature Selection. Huan Liu, Edward R. Dougherty, Jennifer G. Dy, Kari Torkkola, Eugene Tuv, Hanchuan Peng, Chris H. Q. Ding, Fuhui Long, Michael E. Berens, Lance Parsons, Zheng Zhao, Lei Yu, George Forman. IEEE Intelligent Systems (20): 64-76 (2005). Web SearchBibTeXDownload
11Finding similar files in large document repositories. George Forman, Kave Eshghi, Stephane Chiocchetti. KDD 2005, 394-400. Web SearchBibTeXDownload
2004
10A pitfall and solution in multi-class feature selection for text classification. George Forman. ICML 2004. Web SearchBibTeXDownload
9Learning from Little: Comparison of Classifiers Given Little Training. George Forman, Ira Cohen. PKDD 2004, 161-172. Web SearchBibTeXDownload
2003
8An Extensive Empirical Study of Feature Selection Metrics for Text Classification. George Forman. Journal of Machine Learning Research (3): 1289-1305 (2003). Web SearchBibTeXDownload
2002
7Incremental Machine Learning to Reduce Biochemistry Lab Costs in the Search for Drug Discovery. George Forman. BIOKDD 2002, 33-36. Web SearchBibTeXDownload
6Choose Your Words Carefully: An Empirical Study of Feature Selection Metrics for Text Classification. George Forman. PKDD 2002, 150-162. Web SearchBibTeXDownload
5Feature Engineering for a Gene Regulation Prediction Task. George Forman. SIGKDD Explorations (4): 106-107 (2002). Web SearchBibTeXDownload
2000
4Accurate Recasting of Parameter Estimation Algorithms Using Sufficient Statistics for Efficient Parallel Speed-Up: Demonstrated for Center-Based Data Clustering Algorithms. Bin Zhang, Meichun Hsu, George Forman. PKDD 2000, 243-254. Web SearchBibTeXDownload
3Distributed Data Clustering Can Be Efficient and Exact. George Forman, Bin Zhang. SIGKDD Explorations (2): 34-38 (2000). Web SearchBibTeXDownload
1994
2The Challenges of Mobile Computing. George Forman, John Zahorjan. IEEE Computer (27): 38-47 (1994). Web SearchBibTeXDownload
1993
1The Ariadne Debugger: Scalable Application of Event-Based Abstraction. Janice E. Cuny, George Forman, Alfred Hough, Joydip Kundu, Calvin Lin, Lawrence Snyder, David W. Stemple. Workshop on Parallel and Distributed Debugging 1993, 85-95. Web SearchBibTeXDownload
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References
1. ^ KDD 2009: Research Track Program Committee - Retrieved 2009-11-21 - details
2. ^ CIKM 2008 | Program Committee - Retrieved 2010-11-25 - details
3. ^ KDD 2008: Research Track Program Committee - Retrieved 2009-11-21 - details
4. ^ KDD 2008: Sessions - Retrieved 2009-11-21 - details
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