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Summary

I received PhD in data mining from Indian Institute of Technology Roorkee in 2017 under the supervision of Dr. Durga Toshniwal. I have sound knowledge of various machine learning tools i.e. R, WEKA, MATLAB, Python. I am interested in exploring Big Data Technologies, Machine Learning application in several real world domains. I am quite interested in teaching and research. Therefore, I am looking for a post-doc position in India/Abroad in the similar domain or teaching position in some reputed college/University in India/Abroad.

Work History

Jun 2017till date

Assistant Professor

Graphic Era University, Dehradun

Computer Science & Engineering Department

Oct 2013Dec 2013

Junior Research Fellow

Indian Institute of Technology Roorkee, India

Doing some programming assignment related to data mining techniques in C/C++ and MATLAB.

Jun 2013Sep 2013

Assistant Professor

Quantum School of Technology, Roorkee, India

Teaching computer science subjects, Chief Editor Annual Magazine, Deputy Center Superintendent Examinations

Jul 2009May 2013

Assistant Professor

Guru Nanak Group of Institutions, Roorkee, India

Coordinator Computer Science Department, Deputy Center Superintendent Examinations, Teaching computer science subjects, Time Table En-charge, Discipline Committee Member

Sep 2008Jun 2009

Lecturer

Quantum School of Technology, Roorkee, India

Teaching computer science subjects

Education

Jan 2014Apr 2017

Doctor of Philosophy (PhD) 

Indian Institute of Technology Roorkee, India

Supervisor: Dr. Durga Toshniwal, Associate Professor, Computer Science

Specialization: Data Mining/Machine Learning/Traffic Safety/Road Accident Analysis

Aug 2010Jun 2012

Master of Technology (M-Tech)

Shobhit University,Meerut

Computer Science & Engineering with 8.65 CGPA

Jul 2005Jun 2008

Bachelor of Technology (B-Tech)

College of Engineering Roorkee, Uttarakhand

Computer Science & Engineering with 73.4%

Jul 2002Jun 2005

Diploma in Engineering

Government Polytechnic Dwarahat, Almora, Uttarakhand

Computer Science & Engineering with 80.55%

Jul 2001Jun 2002

12th 

Uttarakhand Board of Education, Ramnagar

Physics, Chemistry, Mathematics with 60.8%

Jul 1999Jun 2000

10th

Uttar Pradesh Board of Education Allahabad

Science Group with 62.33%

Journal Publications

  1. S Kumar and D Toshniwal, "A data mining framework to analyze road accident data", Journal of Big Data, Springer, Vol. 2, No.26, Dec-2015. (SCOPUS)
  2. S Kumar and D Toshniwal, "Severity Analysis of Powered Two Wheeler Traffic Accidents in Uttarakhand, India", European Transport Research Review, Springer, vol. 9, Issue. 2, 2017.  (SCI, SCOPUS).
  3. S Kumar, D Toshniwal, M Parida, "A Comparative analysis of heterogeneity in road accident data using data mining techniques", Evolving Systems, Springer, vol. 8, Issue. 2, 2017, DOI: 10.1007/s12530-016-9165-5. (ESCI, SCOPUS)
  4. S Kumar and D Toshniwal, "Analysis of Hourly Road Accident Counts using Hierarchical Clustering and Cophenetic Correlation Coefficient (CPCC)",  Journal of Big Data, Springer, Vol. 3, No.13, July-2016. (SCOPUS)
  5. S Kumar and D Toshniwal, "A Novel Framework to Analyze Road Accident Time Series Data", Journal of Big Data, Springer, Vol. 3, No.8, May-2016. (SCOPUS)
  6. S Kumar and D Toshniwal, "A data mining approach to characterise road accident locations", Journal of Modern Transportation, Springer, Vol. 24, Issue-1, March-2016. (ESCI, SCOPUS)
  7. P Tiwari, BK Mishra, S Kumar and V Kumar, "Implementation of n-gram methodology for rotten tomatoes review dataset  sentiment analysis", International Journal of Knowledge Discovery in Bioinformatics, IGI Publishers, vol. 7, Issue-1, 2017, pp. 30-41. (ESCI, DBLP)
  8. P Tiwari, S Kumar, B Sharma, V Semwal, K Denis, "Augmenting Classifier Performance through Clustering: A comparative study on road accident data", Accepted in International Journal of Information Retrieval Research, IGI Publishers, July, 2017. (ESCI, DBLP).
  9. S Kumar, N Singhal, “A Priority Based Dynamic Load Balancing Approach in a Grid Based Distributed Computing Network”, International Journal of Computer Applications (IJCA), Foundation of Computer Science, New York, USA, Vol-49, No-5, July 2012. 
  10. S Kumar, N Singhal, “A Study on the Assessment of Load Balancing Algorithms in a Grid Based Network”, International Journal of Soft Computing & Engineering (IJSCE), ISSN: 2231-2307, Vol-2, March 2012.

Conference Publications

  1. S Kumar and D Toshniwal, "Analysing road accident data using association rule mining, IEEE-xplore, proceedings in International Conference on Computing, Communication and Security (ICCCS-2015), 4-6, Dec-2015, Mauritius, IEEE Xplore.
  2. P Tiwari, S Kumar, A Mishra, V Kumar, "Improved performance of data warehouse", International Conference in Inventive Communication and Computational Technologies (ICICCT-2017), Coimbatore, 10-11 March 2017, Proceedings will be published by IEEE-Xplore.
  3. S Kumar, V Semwal, P Tiwari, V Solanki, K. Denis, "A conjoint analysis of road accident data using k-modes clustering and Bayesian networks", International Conference in Research in Intelligent and Computing in Engineering (RICE-2017), Gopehswar, 24-26 March 2017, Proceedings by Annals of Computer Science & Information Systems, Poland.
  4.  P Tiwari, S Kumar, K Denis, "Road-user specific analysis of traffic accidents using data mining techniques", International Conference on Computational Intelligence, Communications, and Business Analytics (CICBA-2017), Kolkata, 24-25 March 2017. Proceedings will be published by CCIS Springer.
  5. S Dabral, A Kumar, S Kumar, B Gautam, "Passenger Abnormal Behaviour Detection using Machine Learning Approach", International Conference in Research in Intelligent and Computing in Engineering (RICE-2017), Gopehswar, 24-26 March 2017, Proceedings by Annals of Computer Science & Information Systems, Poland.
  6. S Dabral, A Kumar, S Kumar and M Mahajan, "Malicious PDF File Detection using Structural & Javascript based Features", International Conference on Information, Communication and Computing Technology (ICICCT-2017), New Delhi, May, 2017, Proceedings will be published by CCIS Springer.

Professional Membership

  • Guest Editor, International Journal of Information Retrieval Research, IGI Publishers
  • Reviewer at European Transport Research Review, Springer.
  • Reviewer at Journal of Big Data, Springer.
  • Reviewer at Accident Analysis and Prevention, Elsevier.
  • Reviewer at Public Transport, Springer.
  • Reviewer at Journal of Ambient Intelligence and Humanized Computing, Springer
  • Reviewer at Transportation Research Board (TRB) meeting, Washington DC, 2017.
  • Reviewer at International Journal of Information Retrieval Research, IGI Publishers
  • IEEE member
  • IAENG member

Certifications & Awards

20142017

MHRD Scholarship for PhD

Ministry of Human Resource Department, India
20132015

GATE (Graduate Aptitude Test in Engineering )

IIT Bombay

97 %

20022005

NCC 'C' Certificate

Indian Army

Declaration

I hereby declare that all the information given above is true to the best of my knowledge and belief.

Sachin Kumar Agnihotri