Divya Suryakumar

Determine the Critical dimension in data mining (experiments with bioinformatics datasets)

Qingzhong Liu, Andrew H. Sung, Divya Suryakumar, 2011, 2011 11th International Conference on Intelligent Systems Design and Applications.

Lung Cancer Detection and Classification Using Microarray Data

Srinivas Mukkamala, Kesav Kancherla, John Cousins, 2009, BIOCOMP.

The Critical Feature Dimension and Critical Sampling Problems

Andrew H. Sung, Bernardete Ribeiro, Ram B. Basnet, 2015, ICPRAM.

Critical Dimension in Data Mining

Qingzhong Liu, Andrew H. Sung, Divya Suryakumar, 2012 .

Dependance of critical dimension on learning machines and ranking methods

Qingzhong Liu, Andrew H. Sung, Divya Suryakumar, 2012, 2012 IEEE 13th International Conference on Information Reuse & Integration (IRI).

Critical Feature Selection and Critical Sampling for Data Mining

Andrew H. Sung, Divya Suryakumar, Bernardete Ribeiro, 2017 .

Influence of Machine Learning vs. Ranking Algorithm on the Critical Dimension

Qingzhong Liu, Andrew H. Sung, Divya Suryakumar, 2013 .

Model evaluation of datasets using critical dimension model invariants

Qingzhong Liu, Andrew H. Sung, Divya Suryakumar, 2012, 2012 12th International Conference on Intelligent Systems Design and Applications (ISDA).

Mining the Big Data: The Critical Feature Dimension Problem

Qingzhong Liu, Andrew H. Sung, Bernardete Ribeiro, 2014, 2014 IIAI 3rd International Conference on Advanced Applied Informatics.

The Critical Dimension Problem: No Compromise Feature Selection

Qingzhong Liu, Andrew H. Sung, Divya Suryakumar, 2014 .