George Forman

Publication Activity (10 Years)

Years Active: 1993-2021
Publications (10 Years): 4

Top Topics

Continuous Data Streams

Top Venues

Publications

Karan Matnani, Valerie Liptak, George Forman
What's Mine is Yours, What's Yours is Mine: Simplifying Significance Testing With Big Data. EDBT/ICDT Workshops (2021)
George Forman
Getting Your Package to the Right Place: Supervised Machine Learning for Geolocation. ECML/PKDD (4) (2021)
George Forman, Hila Nachlieli, Renato Keshet
Clustering by Intent: A Semi-Supervised Method to Discover Relevant Clusters Incrementally. ECML/PKDD (3) (2015)
Yanmin Zhu, Yin Wang, George Forman, Hong Wei
Mining Large-Scale GPS Streams for Connectivity Refinement of Road Maps. Comput. J. 58 (9) (2015)
Yin Wang, Xuemei Liu, Hong Wei, George Forman, Yanmin Zhu
CrowdAtlas: self-updating maps for cloud and personal use. MobiSys (2013)
Yin Wang, Xuemei Liu, Hong Wei, George Forman, Chao Chen, Yanmin Zhu
CrowdAtlas: self-updating maps for cloud and personal use. MobiSys (2013)
Hong Wei, Yin Wang, George Forman, Yanmin Zhu
Map matching: comparison of approaches using sparse and noisy data. SIGSPATIAL/GIS (2013)
Yin Wang, Hong Wei, George Forman
Mining large-scale gps streams for connectivity refinement of road maps. SIGSPATIAL/GIS (2013)
Evan Kirshenbaum, George Forman, Michael Dugan
A Live Comparison of Methods for Personalized Article Recommendation at Forbes.com. ECML/PKDD (2) (2012)
Xuemei Liu, James Biagioni, Jakob Eriksson, Yin Wang, George Forman, Yanmin Zhu
Mining large-scale, sparse GPS traces for map inference: comparison of approaches. KDD (2012)
George Forman
Feature Selection "Tomography" - Illustrating that Optimal Feature Filtering is Hopelessly Ungeneralizable. SDM (2012)
Hong Wei, Yin Wang, George Forman, Yanmin Zhu, Haibing Guan
Fast Viterbi map matching with tunable weight functions. SIGSPATIAL/GIS (2012)
George Forman, Martin Scholz
Apples-to-apples in cross-validation studies: pitfalls in classifier performance measurement. SIGKDD Explor. 12 (1) (2010)
George Forman, Evan Kirshenbaum, Shyamsundar Rajaram
A novel traffic analysis for identifying search fields in the long tail of web sites. WWW (2010)
George Forman, Martin Scholz, Shyamsundar Rajaram
Feature shaping for linear SVM classifiers. KDD (2009)
George Forman, Kave Eshghi, Jaap Suermondt
Efficient detection of large-scale redundancy in enterprise file systems. ACM SIGOPS Oper. Syst. Rev. 43 (1) (2009)
George Forman, Shyamsundar Rajaram
Scaling up text classification for large file systems. KDD (2008)
George Forman
Quantifying counts and costs via classification. Data Min. Knowl. Discov. 17 (2) (2008)
George Forman
BNS feature scaling: an improved representation over tf-idf for svm text classification. CIKM (2008)
George Forman, Evan Kirshenbaum
Extremely fast text feature extraction for classification and indexing. CIKM (2008)
Cullen Bash, George Forman
Cool Job Allocation: Measuring the Power Savings of Placing Jobs at Cooling-Efficient Locations in the Data Center. USENIX Annual Technical Conference (2007)
George Forman, Evan Kirshenbaum, Jaap Suermondt
Pragmatic text mining: minimizing human effort to quantify many issues in call logs. KDD (2006)
George Forman
Quantifying trends accurately despite classifier error and class imbalance. KDD (2006)
George Forman
Tackling concept drift by temporal inductive transfer. SIGIR (2006)
George Forman, Kave Eshghi, Stephane Chiocchetti
Finding similar files in large document repositories. KDD (2005)
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
Evolving Feature Selection. IEEE Intell. Syst. 20 (6) (2005)
George Forman, Ira Cohen
Beware the Null Hypothesis: Critical Value Tables for Evaluating Classifiers. ECML (2005)
George Forman
Counting Positives Accurately Despite Inaccurate Classification. ECML (2005)
George Forman, Ira Cohen
Learning from Little: Comparison of Classifiers Given Little Training. PKDD (2004)
George Forman
A pitfall and solution in multi-class feature selection for text classification. ICML (2004)
George Forman
An Extensive Empirical Study of Feature Selection Metrics for Text Classification. J. Mach. Learn. Res. 3 (2003)
George Forman
Incremental Machine Learning to Reduce Biochemistry Lab Costs in the Search for Drug Discovery. BIOKDD (2002)
George Forman
Choose Your Words Carefully: An Empirical Study of Feature Selection Metrics for Text Classification. PKDD (2002)
George Forman
Feature Engineering for a Gene Regulation Prediction Task. SIGKDD Explor. 4 (2) (2002)
George Forman, Bin Zhang
Distributed Data Clustering Can Be Efficient and Exact. SIGKDD Explor. 2 (2) (2000)
Bin Zhang, Meichun Hsu, George Forman
Accurate Recasting of Parameter Estimation Algorithms Using Sufficient Statistics for Efficient Parallel Speed-Up: Demonstrated for Center-Based Data Clustering Algorithms. PKDD (2000)
George Forman, John Zahorjan
The Challenges of Mobile Computing. Computer 27 (4) (1994)
Janice E. Cuny, George Forman, Alfred Hough, Joydip Kundu, Calvin Lin, Lawrence Snyder, David W. Stemple
The Ariadne Debugger: Scalable Application of Event-Based Abstraction. Workshop on Parallel and Distributed Debugging (1993)