Chetan Kumar

I am first-year doctoral student in Computer and Information Science at University of Massachusetts, Dartmouth, working under supervision of Dr.Ming Shao. I have completed my master’s in data science and bachelor’s in computer science. I did my masters project on Skeleton Based Action Recognition using Machine Learning techniques. My research interests are in Machine Learning and Computer Vision.

Publication

Conference Paper

  1. D. Kumar, C. Kumar and M. Shao, Cross-database mammographic image analysis through unsupervised domain adaptation 2017 IEEE International Conference on Big Data (Big Data), Boston, MA, USA, 2017 Paper PPT Code

Poster Presentation

  1. Cross-database Mammographic Image Analysis through Unsupervised Domain Adaptation in 2017 New England Computer Vision Workshop (NECV), Boston, MA
  2. Cross-view Action Recognition via Joint Dictionary & Transfer Learning in 2018 New England Computer Vision Workshop (NECV), Boston, MA

Education

University of Massachusetts, Dartmouth Sep 2018 - Present

PhD in Engineering and Applied Science
Computer and Information Science

University of Massachusetts, Dartmouth US Sep 2016 - Aug 2018

Masters in Data Science

Experience

University of Massachusetts, Dartmouth Sep 2018 - Jan 2019

Research Assistant

  • Pursuing research on cross-view action recognition and kinship recognition under supervison of Dr. Ming Shao

University of Massachusetts, Dartmouth Sep 2017 - May 2018

Data Analyst

  • Carried out statistical analysis on Nursing School admissions and course enrollment & results data and used JavaScript and D3 to visualize different patterns and trends for students’ performance against the courses
  • These results effectively helped the school to maintain and redesign their curriculum to get most success rate
  • First time a machine learning model using R language is built for this Nursing School to predict successfulness for each candidate appearing in the upcoming NCLEX-RN (Nursing License Exam) and achieved a significant performance higher than 94%

Web Enthusiasts Jun 2014 - Oct 2015

Software and Web Developer

  • Developed and maintained static and dynamic websites for corporate clients with responsive interfaces
  • Optimized content for fast and interactive user experience with server interaction through PHP and MySQL

Services

Conference Reviewer / External Reviewer

2017 - Association for Advancement of Artificial Intelligence (AAAI)

2018 - International Joint Conference on Artificial Intelligence (IJCAI)

2018 - Journal of Electronic Imaging (JEI)