V
Vipin Kumar
Researcher at University of Minnesota
Publications - 678
Citations - 67181
Vipin Kumar is an academic researcher from University of Minnesota. The author has contributed to research in topics: Parallel algorithm & Computer science. The author has an hindex of 95, co-authored 614 publications receiving 59034 citations. Previous affiliations of Vipin Kumar include University of Maryland, College Park & United States Department of the Army.
Papers
More filters
Book
Isoefficiency: measuring the scalability of parallel algorithms and architectures
TL;DR: Isoefficiency analysis helps us determine the best algorithm/architecture combination for a particular problem without explicitly analyzing all possible combinations under all possible conditions as mentioned in this paper, which is the case here.
Posted Content
Spatio-Temporal Data Mining: A Survey of Problems and Methods
TL;DR: A broad survey of this relatively young field of spatio-temporal data mining is presented and literature is classified into six major categories: clustering, predictive learning, change detection, frequent pattern mining, anomaly detection, and relationship mining.
Journal ArticleDOI
On the efficiency of parallel backtracking
V.N. Rao,Vipin Kumar +1 more
TL;DR: Experimental results for many synthetic and practical problems run on various parallel machines that validate the theoretical analysis are presented, and it is shown that the average speedup obtained is linear when the distribution of solutions is uniform and superlinear when the distributed distribution is nonuniform.
Proceedings Article
Optimizing F-Measure with Support Vector Machines
TL;DR: It is demonstrated that with the right parameter settings SVMs approximately optimize F-measure in the same way that SVMs have already been known to approximately optimize accuracy.
Journal ArticleDOI
High throughput detection and genetic epidemiology of SARS-CoV-2 using COVIDSeq next-generation sequencing.
Rahul C. Bhoyar,Abhinav Jain,Paras Sehgal,Mohit Kumar Divakar,Disha Sharma,Mohamed Imran,Bani Jolly,Gyan Ranjan,Mercy Rophina,Sumit Sharma,Sanjay Siwach,Kavita Pandhare,Swayamprabha Sahoo,Maheswata Sahoo,Ananya Nayak,Jatindra Nath Mohanty,Jayashankar Das,Sudhir Bhandari,Sandeep Kumar Mathur,Anshul Kumar,Rahul Sahlot,Pallavali Rojarani,Juturu Vijaya Lakshmi,A. Surekha,Pulala Chandra Sekhar,Shelly Mahajan,Shet Masih,Pawan K. Singh,Vipin Kumar,Blessy Jose,Vidur Mahajan,Vivek Gupta,Rakesh Gupta,Prabhakar Arumugam,Anjali Singh,Ananya Nandy,P V Ragavendran,Rakesh Mohan Jha,Anupama Kumari,Sheetal Gandotra,Vivek Rao,Mohammed Faruq,Sanjeev Kumar,G Betsy Reshma,G Narendra Varma,Shuvra Shekhar Roy,Antara Sengupta,Sabyasachi Chattopadhyay,Khushboo Singhal,Shalini Pradhan,Diksha Jha,Salwa Naushin,Saruchi Wadhwa,Nishu Tyagi,Mukta Poojary,Vinod Scaria,Sridhar Sivasubbu +56 more
TL;DR: In this article, the authors used the COVIDSeq protocol, which involves multiplex-PCR, barcoding, and sequencing of samples for high-throughput detection and deciphering the genetic epidemiology of SARS-CoV-2.