Anatoli V. Melechko

Publication Activity (10 Years)

Years Active: 2002-2013
Publications (10 Years): 0

Top Topics

Multiple Classifiers

Hyperparameters

Misclassification Costs

Classification Error

Top Venues

Publications

Zhengzhang Chen, Alok N. Choudhary, John Jenkins, Vipin Kumar, Anatoli V. Melechko, Jinfeng Rao, Nagiza F. Samatova, Fredrick H. M. Semazzi
Automatic Detection and Correction of Multi-class Classification Errors Using System Whole-part Relationships. SDM (2013)
Doel L. Gonzalez, Zhengzhang Chen, Isaac K. Tetteh, Tatdow Pansombut, Fredrick H. M. Semazzi, Vipin Kumar, Anatoli V. Melechko, Nagiza F. Samatova
Hierarchical Classifier-Regression Ensemble for Multi-phase Non-linear Dynamic System Response Prediction: Application to Climate Analysis. ICDM Workshops (2012)
Huseyin Sencan, Zhengzhang Chen, William Hendrix, Tatdow Pansombut, Fredrick H. M. Semazzi, Alok N. Choudhary, Vipin Kumar, Anatoli V. Melechko, Nagiza F. Samatova
Classification of Emerging Extreme Event Tracks in Multivariate Spatio-Temporal Physical Systems Using Dynamic Network Structures: Application to Hurricane Track Prediction. IJCAI (2011)
Nagiza F. Samatova, George Ostrouchov, Al Geist, Anatoli V. Melechko
RACHET: An Efficient Cover-Based Merging of Clustering Hierarchies from Distributed Datasets. Distributed Parallel Databases 11 (2) (2002)
Nagiza F. Samatova, Al Geist, George Ostrouchov, Anatoli V. Melechko
Parallel Out-of-Core Algorithm for Genome-Scale Enumeration of Metabolic Systemic Pathways. IPDPS (2002)