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Faculty Profile

MURCHHANA TRIPATHY

Faculty Associate

Area:

Information Systems and Technology

Edu:

Ph.D. in Computer Science & Engineering (Siksha ‘O’ Anusandhan Deemed to be University, Odisha), MS – Software Systems (BITS, Pilani), PGDIT (IIITM-Kerala), B.E- Electrical Engineering (BPUT, Odisha)

Date of Joining:

18th Sep 2020

Biography

  • Murchhana Tripathy has done her Ph.D. in Computer Science & Engineering from Siksha ‘O’ Anusandhan Deemed to be University, Odisha. Her thesis title is: ‘Formulation and Analysis of Algorithms Involved in Data Mining’. She has completed her MS in Software Systems from BITS-Pilani, Post Graduate Diploma in Information Technology from IIITM-K and her engineering from BPUT-Odisha.

Teaching

  • AI & ML for Management
  • IT for Business
  • IT for Business & HRIS
  • SAP
  • ERP & BPM

Research

  • Data Mining, Machine Learning, Artificial Intelligence

Publications

    Articles

  • Tripathy, M., Champati, S., & Bhuyan, H. (2022).Knowledge Discovery in a Recommender System: The Matrix Factorization Approach. Journal of Information & Knowledge Management (ABDC-C, SCOPUS-Q2)- Accepted for Publication
  • Tripathy, M., Champati, S., & Patnaik, S. (2022). SVD-initialised K-means clustering for collaborative filtering recommender systems. International Journal of Management and Decision Making, Vol. 21, No.1, pp.71-91 (SCOPUS, Q3)
  • Tripathy, M., Panda, A., & Champati, S. (2021). Rough set-based attribute reduction and decision rule formulation for marketing data. International Journal of Data Analysis Techniques and Strategies, Vol. 13, No.3, pp.186-206 (SCOPUS, Q3)
  • Tripathy, M., & Panda, A. (2017). A Study of Algorithm Selection in Data Mining using Meta-Learning. Journal of Engineering Science & Technology Review, Vol. 10, No. 2, pp. 51-64. (SCOPUS, Q3)

Conferences and Workshops

  • Presented a paper entitled ‘A comparative approach to knowledge discovery in recommender system using SVD and NMF’ in the first international conference “Applied Mathematics in Science and Engineering” during 24th-26th October 2019 held at Institute of Technical Education & Research, Siksha ‘O’ Anusandhan Deemed to be university, Bhubaneswar, Odisha.
  • Presented a paper entitled ‘Application of Linear Algebra to Algorithm Selection in Data Mining using Meta-Learning’ in the “43rd annual conference of Odisha Mathematical Society” during 16th-17th January-2016 in Indus Engineering college, Bhubaneswar, Odisha.
  • Worked as a member of the organizing committee for the “29th GISFI Standardization Series Meeting, jointly with IEEE 5G Summit” with the theme ‘5G Smart City’ during August 17th-18th, 2017 at Siksha ‘O’ Anusandhan Deemed to be University.
  • Participated in the “National Workshop on Deep Learning and its Applications” held at Siksha ‘O’ Anusandhan Deemed to be University during May 11th-13th, 2016.
  • Worked as a volunteer in the “48th annual ORSI conference” organized at Siksha ‘O’ Anusandhan Deemed to be University during December 17th-19th, 2015.
  • Participated in the “2015 IEEE Power communication and Information Technology conference” organized at Siksha ‘O’ Anusandhan Deemed to be University from 15th-17th October 2015.
  • Participated in the “Faculty Enablement Program” on ‘Business Intelligence and Its Applications’ conducted by Infosys Limited from 28th October-1st November 2013.
  • Participated in the “New Age Teachers Program’ held at Centurion University, Bhubaneswar Campus during May 2nd-8th, 2013.
  • Participated in the “Faculty Development Program” on ‘Advanced Data Structures and Algorithms’ organized by Silicon Institute of Technology, Bhubaneswar during August-2012.

Awards

  • Not Applicable

Media Coverage

  • Not Applicable
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