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  • Graph Theory

Graph Theory

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

Towards Accurate Vehicle Behaviour Classification With Multi-Relational Graph Convolutional Networks

Publications

Understanding on-road vehicle behaviour from a temporal sequence of sensor data is gaining in popularity. In this paper, we propose a pipeline for understanding vehicle behaviour from a monocular image sequence or video. …

Tags: networks, machine learning, graph theory, pattern recognition

Identifying Topology of Low Voltage Distribution Networks Based on Smart Meter Data

Publications

In a power distribution network, the network topology information is essential for an efficient operation. This network connectivity information is often not available at the low voltage (LV) level due to uninformed …

Tags: network topology, PCA, graph theory

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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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