Dr. Vijendra Singh
Professor


M.Tech (CSE), Birla Institute of Technology, Mesra

Ph.D. (Engineering), MITS- Deemed to be University, Lakshmangarh


Area of Specialization:

Big Data, Machine Learning, Data Mining, Pattern Recognition, Image Processing and Soft Computation


Research & Publications:


International Journals:

A Novel Hybrid Approach for Chronic Disease Classification, International Journal of Healthcare Information Systems and Informatics, IGI Global, USA, Vol 15(1), 2020, Indexed in Web of Science (ESCI), SCOPUS


Feature Selection from High Dimensional Data Based on Iterative Qualitative Mutual Information, Journal of Intelligent & Fuzzy Systems, vol. 36, no. 6, pp. 5845-5856, 2019, Indexed in SCIE, SCOPUS 


A Fast Parallel Classification Model for the Diagnosis of Cancer, Recent Patents on Computer Science (2019) 12: 1. https://doi.org/10.2174/2213275912666190410115323, Indexed in SCOPUS


Vibrating Particle System Algorithm for Hard Clustering Problems, Journal of Science and Technology, University of Putra, Malaysia, JST Vol. 27 (2) Apr. 2019, Indexed in Web of Science (ESCI), SCOPUS


A two-phase hybrid approach using feature selection and Adaptive SVM for chronic disease classification." International Journal of Computers and Applications (2019): 1-13. Indexed in SCOPUS


Coupling Multivariate Adaptive Regression Spline (MARS) & Random Forest (RF): The RF-MARS Hybrid Feature Selection Method in Action, International Journal of Healthcare Information Systems and Informatics, IGI Global, USA Vol 14(1), 2019, Indexed in Web of Science (ESCI), SCOPUS


Identification of significant features using Random Forest for High Dimensional Microarray Data,” Journal of Engineering Science and Technology (JESTEC), School of Engineering. Taylor’s University, Putrajaya, Malaysia, Vol 13(8), August 2018. Indexed in Web of Science (ESCI), SCOPUS


Sentiment Analysis of Twitter Data: A Hybrid Approach, International Journal of Healthcare Information Systems and Informatics, IGI Global Vol 14(2), 2019, Indexed in Web of Science (ESCI), SCOPUS


Network Life Time Analysis of WSNs Using Particle Swarm Optimization. Procedia Computer Science, Elsevier, 132 (2018): 805-815. Indexing Scopus


Real Time Monitoring of Valeriana Jatamansi Plant for Growth Analysis. Procedia Computer Science, Elsevier, 132 (2018): 507-517. Indexing Scopus


Feature selection and classification systems for chronic disease prediction, Egyptian Informatics Journal, Elsevier, 19 (2018) 179–189 Indexed in Web of Science (ESCI), SCOPUS

 

Breast Cancer Prediction system, Procedia Computer Science, Elsevier, 132 (2018): 371-376. Indexing Scopus


A Feature Selection Algorithm Based on Qualitative Mutual Information for Cancer Microarray Data. Procedia Computer Science, Elsevier, 132 (2018): 244-252. Indexing Scopus


An Efficient Hybrid Feature Selection model for Dimensionality Reduction. Procedia Computer Science, Elsevier, 132 (2018): 333-341. Indexing in Scopus


Big Data Analytics in Healthcare: Opportunities, Challenges and Techniques, IJSCCPS, Inderscience, UK, VOL 2(1), 2017, Indexing in DBLP


Systematic Evaluation of Social Recommendation Systems: Challenges and Future, International Journal of Advanced Computer Science and Applications, UK, Vol. 7, No. 4, 2016. Indexed in Web of Science (ESCI) and SCOPUS


Application of Artificial Neural Networks for Predicting Generated Wind Power, International Journal of Advanced Computer Science and Applications, UK, Vol. 7, No. 3, 2016. Indexed in Web of Science (ESCI) and SCOPUS


Symmetry Based Automatic Evolution of Clusters: A New Approach to Data Clustering, Computational Intelligence and Neuroscience, Hindawi, Vol 2015, 2015. Indexed in Web of Science (SCIE), and Scopus


Effective Evolution of Clusters: A Genetic Clustering Approach, Research Journal of Information Technology, Academic Journals Inc, 6(2): 81-100, 2014. Indexed in Scopus


Subspace Clustering of High Dimensional Data: An Evolutionary Approach. Applied Computational Intelligence and Soft Computing, Hindawi, Vol 2013, pages 12, 2013.  Indexed in Web of Science (ESCI), and Scopus


Fast Density Based Clustering Algorithm, International Journal of Machine Learning and Computing, Vol. 3, No. 1, pages 10-12, 2013. Indexing in Scopus


Offline Character Recognition System Using Artificial Neural Network, International Journal of Machine Learning and Computing,Vol. 2, No. 4, pages 449-452, 2012. Indexing in Scopus


Offline character recognition system using artificial neural network. International Journal of Machine Learning and Computing 2, no. 4 (2012): 449. Indexing in Scopus


A Fast Evolutionary Algorithm for Automatic Evolution of Clusters, Information Technology Journal, Vol. 11(6), pp. 1409-1417, 2012. Indexed in Scopus


Vijendra Singh. Efficient Clustering for High Dimensional Data: Subspace Based Clustering and Density Based Clustering, Information Technology Journal, Vol. 10(6), pages 1092-1105, 2011. Indexed in Scopus


International Conferences:


Deep Learning for Software Defect Prediction in time, 5th IEEE International Conference on Parallel, Distributed and Grid Computing (PDGC-2018), 20-22 Dec, 2018, Solan, India, 978-1-5386-6026-3, Indexing in Scopus


Sentiment Analysis Using Lexicon Based Approach, 5th IEEE International Conference on Parallel, Distributed and Grid Computing (PDGC-2018), 20-22 Dec, 2018, Solan, India, 978-1-5386-6026-3, Indexing in Scopus


Deep Learning and Big Data Technologies in Medical Image Analysis,5th IEEE International Conference on Parallel, Distributed and Grid Computing (PDGC-2018), 20-22 Dec, 2018, Solan, India, 978-1-5386-6026-3, Indexing in Scopus


Diagnosis of Breast Cancer and Diabetes using Hybrid Feature Selection Method, 5th IEEE International Conference on Parallel, Distributed and Grid Computing (PDGC-2018), 20-22 Dec, 2018, Solan, India, 978-1-5386-6026-3, Indexing in Scopus


Hybrid Recommender Engine for Agricultural Domain, Proceeding in IEEE 2017 4th International Conference on Computing for Sustainable Global Development, March 01-03, 2017, New Delhi. ISSN 0973-7529; ISBN 978-93-80544-24-3, pp 6001-6007.


Comparison of Parallel Pre-Processing Techniques for Big Data, In Proceeding IEEE 2017 4th International Conference on Computing for Sustainable Global Development, March 01-03, 2017, New Delhi. ISSN 0973-7529; ISBN 978-93-80544-24-3, pp 6022-6027.


Sentiment Analysis: An Effect of Social Platforms in the Community, In Proceeding IEEE 2017 4th International Conference on Computing for Sustainable Global Development, March 01-03, 2017, New Delhi. ISSN 0973-7529; pp 6028-6031.


A Review to Predictive Methodology to Diagnose Chronic Kidney Disease, IEEE 3rd International Conference on “Computing for Sustainable Global Development”, New Delhi, Page 3735- 3738, 2016. Indexed in SCOPUS


A New Method for Classification of Datasets for Data Mining, IEEE 3rd International Conference on Machine Learning and Computing, Singapore, February 26- 28, 2011.


Density Based Algorithm With Automatic Parameters Generation, IEEE 3rd International Conference on Machine Learning and Computing, Singapore, 26- 28, February 2011.


Recognition of Text Image Using Multilayer Perceptron, IEEE 3rd International Conference on Machine Learning and Computing, Singapore, 26- 28, February 2011.


An Effective Clustering Algorithm for data mining, IEEE International Conference on Data Storage and Data Engineering DSDE 2010, Bangalore, February 9-10, 2010. Indexing in Scopus


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.  Indexing in Scopus


Book Published:


Chemical Reaction-Based Optimization Algorithm for Solving Clustering Problems, Natural Computing for Unsupervised Learning, pp 147-162, 2018, Springe, ISBN- 978-3-319-98565-7.


Predictive methodology to diagnose chronic kidney disease, LAMBERT Academic Publication, 2016, ISBN 978-3-659-89641-5.


Detecting Outliers A Univariate Outlier and K-Means Approach, LAMBERT Academic Publication, pages 60, 2013, ISBN-10: 3659391840.