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Data Mining

Learning Mesh and Multiple Conserved Networks From Data

Projects

Reconstruction of network topology from data is one of the important problem in network science. Earlier, it has been shown that conserved tree-type (or radial) networks can be reconstructed from flow data exactly by …

Tags: network science, network construction, data mining, graph theory

Multi-label collective classification in multi-attribute multi-relational network data

Publications

Classical machine learning techniques assume the data to be i.i.d., but the real world data is inherently relational and can generally be represented using graphs or some variants of a graph representation. The …

Tags: correlation, twitter, motion pictures, data models, vectors, data mining

Srinivasan Parthasarathy

Faculty-and-Management

Srinivasan parthasarathy is a professor in Dept. of Computer Science and Engineering and Department of Biomedical Informatics.His area of intrest are data mining, Bioinformatics and Clinical Informatics (BIO), High …

Tags: Data Analytics, Data Mining, Social Network Analysis

Nandan Sudarsanam

Faculty-and-Management

Nandan Sudarsanam is a faculty member in the Department of Management Studies and a core member of the Robert Bosch Center for Data Science and Artificial Intelligence (RBCDSAI) at IIT Madras. He earned his PhD from the …

Tags: Data mining/Machine Learning, Applied Statistics, Algorithmic, Heuristic approaches to problem solving

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Founded in 2024, the School brings together several faculty with expertise in various areas of Data Science and AI, to work together on impactful problems of direct relevance to the society.

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044 2257 8980
office@dsai.iitm.ac.in
6th Floor, New Academic Complex 2,
Indian Institute of Technology Madras,
Chennai-600036, India

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