Vipin Kumar
E356901
Vipin Kumar is a prominent computer scientist known for his influential research in data mining and high-performance computing, particularly in applications to climate and earth sciences.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Vipin Kumar canonical | 1 |
Statements (49)
| Predicate | Object |
|---|---|
| instanceOf | computer scientist ⓘ |
| awardReceived |
Fellow of the American Association for the Advancement of Science
ⓘ
surface form:
AAAS Fellow
Fellow of the Association for Computing Machinery ⓘ
surface form:
ACM Fellow
SIGKDD Innovation Award ⓘ
surface form:
ACM SIGKDD Innovation Award
IEEE Computer Society awards ⓘ
surface form:
IEEE Computer Society Technical Achievement Award
IEEE Fellow ⓘ Fellow of the Society for Industrial and Applied Mathematics ⓘ
surface form:
SIAM Fellow
|
| countryOfCitizenship |
United States of America
ⓘ
surface form:
United States
|
| educatedAt |
Indian Institute of Technology Roorkee
ⓘ
University of Maryland ⓘ
surface form:
University of Maryland, College Park
|
| employer | University of Minnesota ⓘ |
| fieldOfWork |
climate informatics
ⓘ
data mining ⓘ earth sciences applications ⓘ graph mining ⓘ high-performance computing ⓘ machine learning ⓘ parallel algorithms ⓘ pattern recognition ⓘ spatial data mining ⓘ |
| hasAcademicDegree | PhD in computer science ⓘ |
| hasPublicationType |
book chapters
ⓘ
conference papers ⓘ edited volumes ⓘ journal articles ⓘ |
| knownFor |
applications of data mining to climate science
ⓘ
applications of data mining to earth sciences ⓘ large-scale graph and network analysis ⓘ research in data mining ⓘ research in high-performance computing ⓘ spatial and spatio-temporal data mining methods ⓘ work on climate extremes and climate change patterns ⓘ |
| languageSpoken | English ⓘ |
| memberOf |
Association for Computing Machinery
ⓘ
Institute of Electrical and Electronics Engineers ⓘ SIAM ⓘ
surface form:
Society for Industrial and Applied Mathematics
|
| notableWork |
co-authoring the textbook "Introduction to Data Mining"
ⓘ
methods for mining climate extremes ⓘ research on discovery of teleconnection patterns in climate data ⓘ |
| occupation |
professor
ⓘ
researcher ⓘ |
| positionHeld |
Director of Army High Performance Computing Research Center
ⓘ
Head of the Department of Computer Science and Engineering at the University of Minnesota ⓘ William Norris Professor of Computer Science and Engineering ⓘ |
| researchInterest |
applications of AI to earth and environmental sciences
ⓘ
big data analytics ⓘ parallel and distributed computing ⓘ scientific data mining ⓘ |
| workLocation | Minneapolis ⓘ |
Referenced by (1)
Full triples — surface form annotated when it differs from this entity's canonical label.