, PhD (Engineering)
From 2015 to Present, Associate Professor
North Cape University
Data mining,Pattern Recognition, Evolutionary and Soft computation, and Bioinformatics
Detecting Outliers: A Univariate Outlier and K-Means Approach
Computational Intelligence in Data Science and Big Data: Theories and Applications
Multi Objective Line Symmetry based Evolutionary Clustering Approach, Studies in Computational Intelligence, Volume 543, pp 49-58, 2014
Effective Evolution of Clusters: A Genetic Clustering Approach, Research Journal of Information Technology, Academic Journals Inc, 6(2): 81-100, 2014
Feature Selection Using Classifier in High Dimensional Data. arXiv preprint arXiv:1401.0898, 2014
Subspace Clustering of High Dimensional Data: An Evolutionary Approach. Applied Computational Intelligence and Soft Computing, Hindawi, Vol 2013, pages 12, 2013
Fast Density Based Clustering Algorithm, International Journal of Machine Learning and Computing, Vol. 3, No. 1, pages 10-12, 2013
Offline Character Recognition System Using Artificial Neural Network, International Journal of Machine Learning and Computing,Vol. 2, No. 4, pages 449-452, 2012
A Fast Evolutionary Algorithm for Automatic Evolution of Clusters, Information Technology Journal, Vol. 11(6), pages 1409-1417, 2012
Efficient Clustering for High Dimensional Data: Subspace Based Clustering and Density Based Clustering, Information Technology Journal, Vol. 10(6), pages 1092-1105, 2011
Mining Clusters in Data Sets of Data Mining: An Effective Algorithm, International Journal of Computer Theory and Engineering, Volume 3, No 1, pages 171-177, 2011.
Mining Subspace Clusters in High Dimensional Data, International Journal of Recent Trends in Engineering & Technology,Volume 3, No 1, USA, pages 118-122, 2010.
Robust Outlier Detection Technique in Data Mining: A Univariate Approach. arXiv preprint arXiv:1406.5074, 2014
Recognition of Text Image Using Multilayer Perceptron, IEEE 3rd International Conference on Machine Learning and Computing, Singapore, 26- 28, February 2011.
Density Based Algorithm With Automatic Parameters Generation, IEEE 3rd International Conference on Machine Learning and Computing, Singapore, 26- 28, February 2011.
A New Method for Classification of Datasets for Data Mining, IEEE 3rd International Conference on Machine Learning and Computing, Singapore, February 26- 28, 2011.
An Effective Clustering Algorithm for data mining IEEE International Conference on Data Storage and Data Engineering DSDE 2010, Bangalore, February 9-10, 2010.
Genetic Algorithm for Traveling Salesman Problem: Using Modified Partially-Mapped Crossover Operator, IEEE International Conference on Multimedia, Signal Processing and Communication, Aligarh Muslim University, Aligarh, March 14-16, 2009
A Method for Classification Based on Decision Tree Induction, International conference CONFLUENCE 2011, Amity University, Noida, India, January 27-28, 2011.
A Neural Network Based Approach for Character Recognition, International conference CONFLUENCE 2011, Amity University, Noida, India, January 27-28, 2011.
Mining subspaces from high dimensional data, National Conference on ICT: Theory Application and Practices, SPSU, Udaipur, India, 5-6 March 2010.
A Density Based Algorithm for Clustering, National conference on Next Generation Computing & Information Systems, Jammu, India 2010.
Application of artificial neural networks for the wind power prediction: A case study for Harshnath (Sikar), National Conference on Energy 2008, MITS, Lakasmangarh, 2008.
Honors and Awards
Selected for Who’s Who in Science and Engineering
IBM Edu Leader