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.
Data Mining, Machine Learning, Artificial Intelligence
Article titled ‘SVD- Initialized K-Means Clustering for Collaborative Filtering Recommender Systems’ has been accepted for publication by International Journal of Management and Decision Making (SCOPUS, Q3)
Tripathy, M., Panda, A., Champati, S. (in Press). Rough set based-attribute reduction and decision rule formulation for marketing data. International Journal of Data Analysis Techniques and Strategies (SCOPUS INDEXED)
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 INDEXED).
Article entitled ‘A comparative approach to knowledge discovery in recommender system using SVD and NMF’ has been accepted for publication by Springer book series “Smart Innovation, Systems and Technologies” (SCOPUS INDEXED).
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.