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Summary

My current work focuses on Applying Data Mining/Machine Learning Techniques to Emergency Transportation Systems Data. I am using MATLAB, R-studio, WEKA and Python to apply different data mining algorithms such as clustering, classification and association rule mining to analyze the road accident data from Indian states in order to relate road accidents with different responsible factors. After PhD, I would like to opt for a post-doc position in India/Abroad in the similar domain or will look for some Assistant Professor position in some reputed college/University in India/Abroad.

Work History

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

Hermes College of Engineering, 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 2014Dec-2016

Doctor of Philosophy (Thesis Submitted)

Indian Institute of Technology Roorkee, India

Applying Data Mining Techniques for the Analysis of Emergency Transportation Systems

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%

Publications

  1. Sachin Kumar, Durga Toshniwal, Manoranjan Parida, "A Comparative analysis of heterogeneity in road accident data using data mining techniques", Evolving Systems, Springer, 2016, DOI: 10.1007/s12530-016-9165-5.
  2. Sachin Kumar, Durga 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.
  3. Sachin Kumar, Durga Toshniwal, "A Novel Framework to Analyze Road Accident Time Series Data", Journal of Big Data, Springer, Vol. 3, No.8, May-2016.
  4. Sachin Kumar, Durga Toshniwal, "A data mining approach to characterize road accident locations", Journal of Modern Transportation, Springer, Vol. 24, Issue-1, March-2016.
  5. Sachin Kumar, Durga Toshniwal, "A data mining framework to analyze road accident data", Journal of Big Data, Springer, Vol. 2, No.26, Dec-2015.
  6. Sachin Kumar, Durga 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.
  7. Sachin Kumar, Niraj 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.
  8. Sachin Kumar, Niraj 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.
  9. Sachin Kumar, Durga Toshniwal, Manoranjan Parida, "A Classification based Severity Analysis of Powered Two Wheeler Traffic Accidents in Uttarakhand, India", under review in IETE Journal of Research.

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

Review Assignments

  • 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 International Journal of Computer Science & Information Security (IJCSIS)
  • Reviewer at Transportation Research Board (TRB) meeting, Washington DC, 2017.
  • Reviewer at Indian Journal of Science and Technology (ISSN 0974-5645)

Declaration

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

Sachin Kumar Agnihotri