Dr. Deepak Agnihotri
Dr. Yashwant Singh Parmar University of Horticulture and Forestry, National Institute of Technology Raipur, Dr Hari Singh Gour University, MATS University
About
I always wanted to do something that differentiates me from the crowd, as I think this is not only my dream but it is of every mankind. However, the path in achieving this goal is full of hurdles that need hard work with the best support of our luck. Mathematically, success/failure is a function of hard work and our luck, i.e. success / failure = f (hard work, luck).
I also got some success and failure in my life as per above mathematical function. In educational success, my Ph.D. degree is awarded by the National Institute of Technology Raipur on date 12/01/2018. I have qualified ARS NET(I)-2018 conducted by the ASRB ICAR New Delhi.
I have five publications in SCI-indexed journals. While completion of my Ph.D. degree, I got expertise in machine learning techniques for text and data analysis. I preferred python and R during my research work because they are open source and easy to use. The core understanding of my research is on filter-based feature selection methods that have improved the performance of the standard classifiers, viz. SVM, MNB, Soft MAX, etc.
After completion of my Ph.D., I worked as a Research Fellow at National Institute of Technology Raipur in a project entitled “Design of JPEG Anti-Forensics Scheme(s) for Evaluation of Existing JPEG Forensic Schemes" which is funded by the Ministry of Information Technology Govt of India. I learned various existing JPEG forensics as well as anti-forensics schemes.
I am currently working as Assistant Professor (Information Technology) at Dr. Y S P University of Horticulture and Forestry Nauni Solan HP India. I have worked as a Faculty in the Computer Applications department of National Institute of Technology Raipur from date 13-08-2018 to 08-12-2020. Earlier, I had served National Institute of Technology Raipur as a Lecturer from October 2007 to May 2015, i.e. almost 7.5 years. I had given my services to the National Informatics Center New Delhi as a Trainee Programmer where I worked on the project which is based on Java, struts, postgre sql, and python on LINUX environments.
My research area is related with text mining, NLP, Machine learning, and Data Analysis.
Employment
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Dr. Yashwant Singh Parmar University of Horticulture and Forestry Assistant Professor (Information Technology)2020 - Present
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National Institute of Technology Raipur Faculty2018 - 2020
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National Institute of Technology Raipur JRF2017 - 2018
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MATS University Assistant Professor2017 - 2017
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National Institute of Technology Raipur Lecturer2007 - 2015
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National Informatics Centre Trainee Programmer2007 - 2007
Education
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National Institute of Technology Raipur Ph.D.2012 - 2018
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Dr Hari Singh Gour University MCA2004 - 2007
Projects & Funding
Projects & funding information is unavailable.
Publications (9)
- Intelligent vulnerability prediction of soil erosion hazard in semi-arid and humid region Save
- Soft voting technique to improve the performance of global filter based feature selection in text corpus Save
- An automatic classification of text documents based on correlative association of words Save
- A review of techniques to determine the optimal word score in text classification Save
- Mutual information using sample variance for text feature selection Save
- Variable Global Feature Selection Scheme for automatic classification of text documents Save
- Computing symmetrical strength of N-grams: a two pass filtering approach in automatic classification of text documents Save
- Computing correlative association of terms for automatic classification of text documents Save
- Pattern and cluster mining on text data Save