Faculty At Computer Science and Engineering Department
Subjects Teaching in Department
Artificial Intelligence Fundamentals (CS466)
Introduction to Computing (CS2601)
Natural Language Processing (IT631)
Ph. D. (CSE) - National Institute of Technology, Rourkela - 2017
M. Tech. (CSE) - National Institute of Technology, Rourkela - 2013
B. Tech. (CSE) - Cochin University of Science and Technology, Kochi (CUSAT) - 2011
Working as Assistant Professor at CSE department, NIT Patna since 01st October 2018 to till date.
Worked as Data Scientist at ABB, GISPL, Bangalore since 04th April 2017 to 28th September 2018.
Chapter 15 – Feature Selection and Classification of Microarray Data Using Machine Learning Techniques (Emerging Trends in Applications and Infrastructures for Computational Biology, Bioinformatics, and Systems Biology), M. Kumar, S.K. Rath, Morgan Kaufmann, Elsevier.
Lov Kumar, Mukesh Kumar, Santanu Ku Rath, Maintainability prediction of web service using support vector machine with various kernel methods. International Journal of System Assurance Engineering and Management. 8(2), June - 2017,205-222, Https://doi.org/10.1007/s13198-016-0415-5.
M Kumar, RB Ray, SK Rath, Spark based classification of microarray data using scalable artificial neural network. International Journal of Data Mining and Bioinformatics. 19(4) - 2017,312-339, Https://doi.org/10.1504/IJDMB.2017.091363.
Shashank Mouli Satapathy, Mukesh Kumar, Santanu Kumar Rath, Optimised class point approach for software effort estimation using adaptive neuro-fuzzy inference system model. International Journal of Computer Applications in Technology. 54(4) - 2016,323-333, Https://doi.org/10.1504/IJCAT.2016.080488.
Mukesh Kumar, Nitish Kumar Rath, Santanu Kumar Rath, Analysis of microarray leukemia data using an efficient MapReduce-based K-nearest-neighbor classifier. Journal of biomedical informatics. 60, April - 2016,395-409, Https://doi.org/10.1016/j.jbi.2016.03.002.
Mukesh Kumar, Sandeep Singh and Santanu Kumar Rath, Classification of Microarray Data using Extreme Learning Machine Classifier. International Journal of Information Processing. 9(3) - 2015,1-16, .
Mukesh Kumar, Santanu Kumar Rath, Classification of microarray using MapReduce based proximal support vector machine classifier. Knowledge-Based Systems. 89, November - 2015,584-602, Https://doi.org/10.1016/j.knosys.2015.09.005.
Mukesh Kumar and Santanu Kumar Rath, Classification of Microarray Data Using Kernel Fuzzy Inference System. International Scholarly Research Notices. - 2014,18, Http://dx.doi.org/10.1155/2014/769159.
Shashank Mouli Satapathy, Mukesh Kumar, Santanu Kumar Rath, Fuzzy-class point approach for software effort estimation using various adaptive regression methods. CSI transactions on ICT. 1(4), December - 2013,367-380, Https://doi.org/10.1007/s40012-013-0035-z.
Ransingh B Ray, Mukesh Kumar, Santanu K Rath, High performance computing RBFN for classification of sizable microarrays, 4th International Conference on Recent Advances in Information Technology (RAIT). 1-6, Dhanbad, India,March - 2018, .
Sushree Das, Ranjan Kumar Behera, Mukesh Kumar, Santanu Kumar Rath, Real-Time Sentiment Analysis of Twitter Streaming data for Stock Prediction, International Conference on Computational Intelligence and Data Science. 956-964, Gurugram, India,April - 2018, .
Ransingh Biswajit Ray, Mukesh Kumar and Santanu Kumar Rath, Fast Computing of Microarray Data Using Resilient Distributed Dataset of Apache Spark, Recent Advances in Information and Communication Technology. 171-182, Bangkok, Thailand,July - 2016, .
Ransingh Biswajit Ray, Mukesh Kumar, Anand Tirkey, Santanu Kumar Rath, Scalable Information Gain Variant on Spark Cluster for Rapid Quantification of Microarray, 6th International Conference on Advances in Computing and Communications. 292-298, Kochi, India,September - 2016, .
Swati Mishra, Mukesh Kumar, Santanu Kumar Rath, Application of different machine learning techniques in identifying features of protein sequence data, International Conference on Information Processing (IICIP). 1-6, Delhi, India,August - 2016, .
Ransingh Biswajit Ray, Mukesh Kumar, Santanu Kumar Rath, Fast in-memory cluster computing of sizeable microarray using spark, International Conference on Recent Trends in Information Technology (ICRTIT). 1-6, Chennai, India,April - 2016, .
Mukesh Kumar, Sandeep Singh, Santanu Kumar Rath, Classification of microarray data using functional link neural network, 3rd International Conference on Recent Trends in Computing (ICRTC). 727-737, Ghaziabad India,March - 2015, .
Mukesh Kumar, Santanu Kumar Rath, Meta-heuristic search based gene selection and classification of microarray data, India Conference (INDICON), 2015 Annual IEEE. 1-6, Delhi, India,December - 2015, .
Mukesh Kumar, Nitish Kumar Rath, Amitav Swain, Santanu Kumar Rath, Feature selection and classification of microarray data using MapReduce based ANOVA and K-Nearest neighbor, Eleventh International Conference on Data Mining and Warehousing. 301-310, Bangalore, India,January - 2015, .
Mukesh Kumar, Santanu Ku Rath, Microarray data classification using Fuzzy K-Nearest Neighbor, International Conference on Contemporary Computing and Informatics (IC3I). 1032-1038, Mysore, India,November - 2014, .
Shashank Mouli Satapathy, Mukesh Kumar, Santanu Ku Rath, Class point approach for software effort estimation using soft computing techniques, International Conference on Advances in Computing, Communications and Informatics (ICACCI). 178-183, Mysore, India,August - 2013, .
Healthcare Data Lake: An Intelligent Search and Analytics Platform for Improving Healthcare Plans and Treatments [Status: In progress, Funding Agency: NIT Patna; Sanctioned Amount: 9.10 Lacs]