Sushmita Mitra
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Sushmita Mitra is an Indian computer scientist and is currently the head and INAE Chair Professor at the Machine Intelligence Unit at
Indian Statistical Institute Indian Statistical Institute (ISI) is a higher education and research institute which is recognized as an Institute of National Importance by the 1959 act of the Indian parliament. It grew out of the Statistical Laboratory set up by Prasanta C ...
, Kolkata. Her research interests include pattern recognition, data mining,
bioinformatics Bioinformatics () is an interdisciplinary field that develops methods and software tools for understanding biological data, in particular when the data sets are large and complex. As an interdisciplinary field of science, bioinformatics combi ...
,
soft computing Soft computing is a set of algorithms, including neural networks, fuzzy logic, and evolutionary algorithms. These algorithms are tolerant of imprecision, uncertainty, partial truth and approximation. It is contrasted with hard computing: al ...
and
medical imaging Medical imaging is the technique and process of imaging the interior of a body for clinical analysis and medical intervention, as well as visual representation of the function of some organs or tissues (physiology). Medical imaging seeks to rev ...
. She got recognised as a fellow of
IEEE The Institute of Electrical and Electronics Engineers (IEEE) is a 501(c)(3) professional association for electronic engineering and electrical engineering (and associated disciplines) with its corporate office in New York City and its operation ...
for her
neuro-fuzzy In the field of artificial intelligence, neuro-fuzzy refers to combinations of artificial neural networks and fuzzy logic. Overview Neuro-fuzzy hybridization results in a hybrid intelligent system that these two techniques by combining the human ...
and hybrid approaches in pattern recognition.


Early life and education

Born to Dr. Maya Mitra, a professor of botany at
Bethune College Bethune College is a women's college located on Bidhan Sarani in Kolkata, India, and affiliated to the University of Calcutta. It is the oldest women's college in India. It was established as a girls' school in 1849, and as a college in 1879. ...
in Kolkata, and Dr. Girindra Nath Mitra, a scientist with Indian Council of Agricultural Research (ICAR). She did her ISC from Calcutta Girls’ High School and her ICSE from
Auxilium Convent School Auxilium Convent School is a group of private English-medium convent schools located at various regions across India. This school is affiliated to Council for the Indian School Certificate Examinations The Council for the Indian School Cert ...
. In her high school, she was also awarded National Talent Search Scholarship by National Council for Educational Research and Training (
NCERT The National Council of Educational Research and Training (NCERT) is an autonomous organisation of the Government of India which was established in 1961 as a literary, scientific and charitable Society under the Societies Registration Act. Its head ...
) which continued till her master's-level education (1978–1983). Then she studied physics honours in Presidency College, under the guidance of  Prof. Amal Raychaudhuri and Prof. Shyamal Sengupta. She did secure an admission to B.Tech in Computer Science of Rajabazar Science College,
University of Calcutta The University of Calcutta (informally known as Calcutta University; CU) is a Public university, public collegiate university, collegiate State university (India), state university in India, located in Kolkata, West Bengal, India. Considered ...
after that and she also cleared the entrance test for Integrated five-year M.E. course of Indian Institute of Science. But she wasn't able to leave her mother for studies after the recent demise of her father. Consequently, she met the renowned Prof. Arun Choudhury who taught her the basics of electrical circuits. She ranked first in her undergraduate degree, she gained admission to M.Tech. in IIT Kharagpur by clearing
GATE A gate or gateway is a point of entry to or from a space enclosed by walls. The word derived from old Norse "gat" meaning road or path; But other terms include ''yett and port''. The concept originally referred to the gap or hole in the wall ...
examination. She took admission at the university. However, in an autobiographical essay, she wrote of feeling homesick and finding it difficult to leave her mother alone. So, she came back and went for M.Tech in the Science college campus of
University of Calcutta The University of Calcutta (informally known as Calcutta University; CU) is a Public university, public collegiate university, collegiate State university (India), state university in India, located in Kolkata, West Bengal, India. Considered ...
, where she ranked first and was awarded the University Gold Medal for her performance. After her M.Tech., she took up a project assistantship at
Indian Statistical Institute Indian Statistical Institute (ISI) is a higher education and research institute which is recognized as an Institute of National Importance by the 1959 act of the Indian parliament. It grew out of the Statistical Laboratory set up by Prasanta C ...
on the topic of pattern recognition under Dr. Sankar K. Pal. She received the CSIR Senior Research Fellowship to work on her Ph.D in Neuro-Fuzzy Pattern Recognition under the supervision of Prof. Sankar K. Pal in 1989. In 1992, she was selected for the DAAD fellowship to work with Prof. H. J. Zimmermann in
RWTH Aachen University RWTH Aachen University (), also known as North Rhine-Westphalia Technical University of Aachen, Rhine-Westphalia Technical University of Aachen, Technical University of Aachen, University of Aachen, or ''Rheinisch-Westfälische Technische Hoch ...
in
Germany Germany,, officially the Federal Republic of Germany, is a country in Central Europe. It is the second most populous country in Europe after Russia, and the most populous member state of the European Union. Germany is situated betwe ...
from 1992-1994. She completed her Ph.D. in computer science from ISI in 1995. She started working there in 1991 and has risen up the academic ladder to the level of a full professor.


Career and research

She received IEEE Neural Networks Council Outstanding Paper Award in 1994 and the CIMPA-INRIA-UNESCO Fellowship in 1996 for her pioneering work on neuro fuzzy computing and its generic hybridisation with other soft computing 5 paradigms. On recommendation of one of her Ph.D. examiners, she authored a book based on her publication - Neuro Fuzzy Pattern Recognition: Methods in Soft Computing. Her research also resulted in several fellowships - which includes those of IEEE, Indian National Science Academy (INSA),
International Association for Pattern Recognition The International Association for Pattern Recognition (IAPR), founded in 1978 by Purdue University computer scientist King-Sun Fu, is an international association of non-profit, scientific, or professional organizations (being national, multi-natio ...
(IAPR), Indian National Academy of Engineering (INAE) and The
National Academy of Sciences The National Academy of Sciences (NAS) is a United States nonprofit, non-governmental organization. NAS is part of the National Academies of Sciences, Engineering, and Medicine, along with the National Academy of Engineering (NAE) and the Nati ...
, India (NASI). She has written some other books as well like Data Mining: Multimedia, Soft Computing, and Bioinformatics; and Introduction to Machine Learning and Bioinformatics. Mitra was a visiting professor in the Computer Science Departments of
University of Alberta The University of Alberta, also known as U of A or UAlberta, is a public research university located in Edmonton, Alberta, Canada. It was founded in 1908 by Alexander Cameron Rutherford,"A Gentleman of Strathcona – Alexander Cameron Rutherfor ...
,
Edmonton Edmonton ( ) is the capital city of the Canadian province of Alberta. Edmonton is situated on the North Saskatchewan River and is the centre of the Edmonton Metropolitan Region, which is surrounded by Alberta's central region. The city ancho ...
,
Canada Canada is a country in North America. Its ten provinces and three territories extend from the Atlantic Ocean to the Pacific Ocean and northward into the Arctic Ocean, covering over , making it the world's second-largest country by tot ...
in 2004, 2007. She also visited
Meiji University , abbreviated as Meiji (明治) or Meidai (明大'')'', is a private research university located in Chiyoda City, the heart of Tokyo, Japan. Established in 1881 as Meiji Law School (明治法律学校, ''Meiji Hōritsu Gakkō'') by three Meiji-er ...
,
Japan Japan ( ja, 日本, or , and formally , ''Nihonkoku'') is an island country in East Asia. It is situated in the northwest Pacific Ocean, and is bordered on the west by the Sea of Japan, while extending from the Sea of Okhotsk in the north ...
in 1999, 2004, 2005, 2007; and Aalborg University,
Esbjerg Esbjerg (, ) is a seaport town and seat of Esbjerg Municipality on the west coast of the Jutland peninsula in southwest Denmark. By road, it is west of Kolding and southwest of Aarhus. With an urban population of 71,698 (1 January 2022)
,
Denmark ) , song = ( en, "King Christian stood by the lofty mast") , song_type = National and royal anthem , image_map = EU-Denmark.svg , map_caption = , subdivision_type = Sovereign state , subdivision_name = Danish Realm, Kingdom of Denmark ...
in 2002, 2003. She has also been associated with the editorial activity of several international journals, and have chaired many international conferences. Dr. Mitra has guest edited special issues of several; is an Associate Editor of “IEEE/ACM Trans. on Computational Biology and Bioinformatics”, “ Information Sciences”, “
Neurocomputing Computational neuroscience (also known as theoretical neuroscience or mathematical neuroscience) is a branch of neuroscience which employs mathematical models, computer simulations, theoretical analysis and abstractions of the brain to u ...
”, “Fundamenta Informatica”, and is a Founding Associate Editor of “ Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery (WIRE DMKD)”. Two of her research papers have been ranked 3rd and 15th in the list of top-cited papers in Engineering Science from India during 1992-2001, according to the
Science Citation Index The Science Citation Index Expanded – previously entitled Science Citation Index – is a citation index originally produced by the Institute for Scientific Information (ISI) and created by Eugene Garfield. It was officially launched in 1964 and ...
(SCI).
Gesture Recognition: A Survey
along with Dr. Tinku Acharya is her most cited publication (around 1900 citations). There are more than 150 research publications in her name in refereed international journals. For the period 2014-2016, Dr. Mitra was an IEEE CIS Distinguished Lecturer. She is the current Chair, IEEE CIS Kolkata Chapter. She has visited more than 30 countries as a Plenary/Invited Speaker or an academic visitor. She served in the capacity of Program Chair, Tutorial Chair, and as member of programme committees of many international conferences.


References


Indian Statistical Institute faculty profile

Google Scholar Citations page
{{DEFAULTSORT:Mitra, Sushmita Fellow Members of the IEEE Living people Year of birth missing (living people) Scientists from West Bengal Indian computer scientists