CREDOS: Classification using ripple down structure (a case for rare classes)
- Mahesh V. Joshi
- Vipin Kumar
- 2004
- SDM 2004
Publications
This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.
Date
Featured collections
Popular topics
10 results for Vipin Kumar
Predicting rare classes: Can boosting make any weak learner strong?
- Mahesh V. Joshi
- Ramesh C. Agarwal
- et al.
- 2002
- KDD 2002
Evaluating boosting algorithms to classify rare classes: Comparison and improvements
- Mahesh V. Joshi
- Vipin Kumar
- et al.
- 2001
- ICDM 2001
Mining needles in a haystack: Classifying rare classes via two-phase rule induction
- Mahesh V. Joshi
- Ramesh C. Agarwal
- et al.
- 2001
- SIGMOD 2001
Parallel algorithms for forward and back substitution in direct solution of sparse linear systems
- Anshul Gupta
- Vipin Kumar
- 1995
- ACM/IEEE SC 1995
Genomic variation in myeloma: Design, content, and initial application of the Bank On A Cure SNP Panel to detect associations with progression-free survival
- Brian Van Ness
- Christine Ramos
- et al.
- 2008
- BMC Medicine
Trends in big data analytics
- Karthik Kambatla
- Giorgos Kollias
- et al.
- 2014
- JPDC
Top 10 algorithms in data mining
- Xindong Wu
- Vipin Kumar
- et al.
- 2007
- KAIS
Mining needles in a haystack: Classifying rare classes via two-phase rule induction
- Mahesh V. Joshi
- Ramesh C. Agarwal
- et al.
- 2001
- SIGMOD Record (ACM Special Interest Group on Management of Data)
Highly scalable parallel algorithms for sparse matrix factorization
- Anshul Gupta
- George Karypis
- et al.
- 1997
- IEEE TPDS