An extensive empirical study of feature selection metrics for text classification. G Forman J. Mach. Learn. Res. 3 (Mar), 1289-1305, 2003 | 3732 | 2003 |
The challenges of mobile computing GH Forman, J Zahorjan Computer 27 (4), 38-47, 1994 | 1650 | 1994 |
Apples-to-apples in cross-validation studies: pitfalls in classifier performance measurement G Forman, M Scholz Acm Sigkdd Explorations Newsletter 12 (1), 49-57, 2010 | 519 | 2010 |
Evolving feature selection H Liu, ER Dougherty, JG Dy, K Torkkola, E Tuv, H Peng, C Ding, F Long, ... IEEE Intelligent systems 20 (6), 64-76, 2005 | 284 | 2005 |
Cool Job Allocation: Measuring the Power Savings of Placing Jobs at Cooling-Efficient Locations in the Data Center. CE Bash, G Forman USENIX Annual Technical Conference 138, 140, 2007 | 280 | 2007 |
Retraining a machine-learning classifier using re-labeled training samples G Forman, HJ Suermondt US Patent 7,792,353, 2010 | 254 | 2010 |
Quantifying counts and costs via classification G Forman Data Mining and Knowledge Discovery 17, 164-206, 2008 | 239 | 2008 |
BNS feature scaling: an improved representation over tf-idf for svm text classification G Forman Proceedings of the 17th ACM conference on Information and knowledge …, 2008 | 237 | 2008 |
Learning from little: Comparison of classifiers given little training G Forman, I Cohen European Conference on Principles of Data Mining and Knowledge Discovery …, 2004 | 229 | 2004 |
Distributed data clustering can be efficient and exact G Forman, B Zhang ACM SIGKDD explorations newsletter 2 (2), 34-38, 2000 | 216 | 2000 |
Mining large-scale, sparse GPS traces for map inference: comparison of approaches X Liu, J Biagioni, J Eriksson, Y Wang, G Forman, Y Zhu Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012 | 198 | 2012 |
A pitfall and solution in multi-class feature selection for text classification G Forman Proceedings of the twenty-first international conference on Machine learning, 38, 2004 | 194 | 2004 |
Crowdatlas: Self-updating maps for cloud and personal use Y Wang, X Liu, H Wei, G Forman, C Chen, Y Zhu Proceeding of the 11th annual international conference on Mobile systems …, 2013 | 172 | 2013 |
Data de-duplication GH Forman, F Safai, B Zhang US Patent 7,200,604, 2007 | 164 | 2007 |
Counting positives accurately despite inaccurate classification G Forman European conference on machine learning, 564-575, 2005 | 161 | 2005 |
Tackling concept drift by temporal inductive transfer G Forman Proceedings of the 29th annual international ACM SIGIR conference on …, 2006 | 151 | 2006 |
Finding similar files in large document repositories G Forman, K Eshghi, S Chiocchetti Proceedings of the eleventh ACM SIGKDD international conference on Knowledge …, 2005 | 145 | 2005 |
Systems and methods for improving web site user experience G Forman, ER Kirshenbaum US Patent 8,352,396, 2013 | 123 | 2013 |
Managed application pre-launching G Forman US Patent App. 10/214,646, 2004 | 122 | 2004 |
Systems and methods for improving web site user experience G Forman, ER Kirshenbaum US Patent App. 12/555,666, 2011 | 116 | 2011 |