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N. Sivakumaran

National Institute of Technology (NIT)

Assistant Professor, Department of Instrumentation and Control Engineering

Thiruchirapalli, 620015

India

  • National Institute of Technology (NIT)

SCHOLARLY PAPERS

5

DOWNLOADS

271

TOTAL CITATIONS

0

Scholarly Papers (5)

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1.

Enhancing Intelligent Surveillance: A Hybrid Deep Learning Approach for Anomaly Detection, Violence Recognition, and Person Re-Identification

Number of pages: 32 Posted: 02 Nov 2024
Evany Anne Moses, M. Brindha and N. Sivakumaran
National Institute of Technology, Trichy - Department of Computer Science and Engineering, National Institute of Technology (NIT) Tiruchirappalli - Department of Computer Science and Engineering and National Institute of Technology (NIT)
Downloads 112 (635,507)

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Anomaly Detection, Violence Recognition, Person Re-identification, DeepSORT, OpenPose

2.

Integrating Machine Learning and Acoustic Signals for Water Pipeline Leakage Localization

Number of pages: 33 Posted: 27 Feb 2025
SARAVANABALAJI MANIAN, N. Sivakumaran, R. Vijayanand, C. Mathan and A. Suguna
affiliation not provided to SSRN, National Institute of Technology (NIT), affiliation not provided to SSRN, affiliation not provided to SSRN and Government College of Technology
Downloads 85 (777,583)

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Leak Localization, Water Pipeline, Acoustic Sensing, machine learning, TDOA

3.

Multi-Resolution Convolutional Long Short-Term Memory for Crime Forecasting

Number of pages: 20 Posted: 19 Sep 2024
Kalai Selvan A, N. Sivakumaran and Vidya V
affiliation not provided to SSRN, National Institute of Technology (NIT) and affiliation not provided to SSRN
Downloads 74 (852,604)

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Crime prediction, Hotspot forecasting, Long Short Term Memory, Convolutional Neural Network, Multi-resolution Convolutional Long Short Term Memory

4.

Intelligent Controller Design for Nonlinear Processes Using the Genetic Algorithm

The IUP Journal of Mechanical Engineering, Vol. IV, No. 1, pp. 7-25, February 2011
Posted: 27 May 2011
S. Nithya, N. Sivakumaran, T. Balasubramanian and N. Anantharaman
SRM College of Engineering and Technology, National Institute of Technology (NIT), National Institute of Technology (NIT), Thiruchirapalli and National Institute of Technology (NIT)

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Model identification, Black box model, Proportional-Integral (PI) controller, Nonlinear system, Optimum controller, Genetic Algorithm (GA)

5.

Control of Nonlinear Process Using Soft Computing

The IUP Journal of Electrical & Electronics Engineering, Vol. 3, No. 1, pp. 66-79, January 2010
Posted: 21 Jan 2010
S. Nithya, N. Sivakumaran, T. K. Radhakrishnan and N. Anantharaman
SRM College of Engineering and Technology, National Institute of Technology (NIT), National Institute of Technology (NIT) and National Institute of Technology (NIT)

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Model identification, Nonlinear system, Data acquisition system, Fuzzy Logic Controller (FLC)