Ministry of Education
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Dr Siddharth R

vidwan id: 523854
Male

Assistant Professor, Department of Data Science and Artificial Intelligence
Indian Institute of Information Technology, Dharwad

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Expertise

  • Computer Science Artificial Intelligence

Publications

Total Articles 12
Books 0
Proceedings 0

Publications

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Scopus

Citations 35
h-index 3

CrossRef

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Citations 38
h-index 3
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Bio

Data Preprocessing, Machine Learning

Personal Details

  • Male
  • Assistant Professor , Indian Institute of Information Technology, Dharwad
  • e-218, IIIT Dharwad, Ittigatti Road
Ph.D
Other Institute 2021
M.Tech
Madras Institute of Technology 2014
B.E
Karpagam Academy of Higher Education 2012
Assistant Professor May 2024 – Present
Indian Institute of Information Technology, Dharwad | Department of Data Science and Artificial Intelligence
Post-Doctoral Fellow Dec 2022 – Apr 2024
Indian Institute of Technology, Palakkad
Project Officer Dec 2021 – Dec 2022
Indian Institute of Technology Madras
Assistant Professor Jun 2014 – Apr 2016
AAA College of Engineering and Technology

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SYSTEM FOR STORAGE REDUCTION IN CLOUD BASED VIDEO SURVEILLANCE AND METHOD THEREOF

National Institute of Technology Puducherry
Engineering and Technology Patent No. : 408227 Filed : 24-09-2020
Published : 30-09-2022 Granted

Scholarly Publications

A digital image colorimetry approach for identifying fuel types in downstream petroleum sector

Open Access
Article
Year: 2023. Volume: 15 , Issue: 3 , Pages: 1443-1452 .
Authors: Hemachandiran S.;Siddharth R.;Aghila G.
DOI 10.1007/s41870-023-01206-w
2 1

A Smartphone-Based Digital Image Colorimetry Model for Identifying Fuel Types in Downstream Petroleum Sector

Open Access
Conference Paper
Year: 2023. Pages: 355-363 .
Authors: Hemachandiran S.;Aghila G.;Siddharth R.
DOI 10.1007/978-981-99-1288-9_37

Characterizing Neural Network Weights for Class Imbalanced Learning

Open Access
Conference Paper
Year: 2023.
Authors: Siddharth R.;Banerjee A.;Venkoparao V.
DOI 10.1109/PuneCon58714.2023.10449991

Automation to Find Adulteration in Downstream Petroleum Monitoring Using Machine Learning: An Overview

Open Access
Conference Paper
Year: 2022. Pages: 415-423 .
Authors: Hemachandiran S.;Aghila G.;Siddharth R.
DOI 10.1007/978-981-16-4222-7_48

A Fog-Assisted Framework for Intelligent Video Preprocessing in Cloud-Based Video Surveillance as a Service

Open Access
Article
IEEE Transactions on Sustainable Computing. Year: 2022. Volume: 7 , Issue: 4 , Pages: 825-838 .
Authors: Ravindran S.;Aghila G.
DOI 10.1109/TSUSC.2022.3177688
3 5

A Privacy-Preserving Feature Extraction Method for Big Data Analytics Based on Data-Independent Reusable Projection

Open Access
Book Chapter
Year: 2021. Pages: 386-405 .
Authors: Ravindran S.;Aghila G.
DOI 10.4018/978-1-7998-8954-0.ch018

RandPro- A practical implementation of random projection-based feature extraction for high dimensional multivariate data analysis in R

Open Access
Article
SoftwareX. Year: 2020. Volume: 12 .
Authors: Siddharth R.;Aghila G.
DOI 10.1016/j.softx.2020.100629
8 9

A Data-Independent Reusable Projection (DIRP) Technique for Dimension Reduction in Big Data Classification Using k-Nearest Neighbor (k-NN)

Open Access
Article
National Academy Science Letters. Year: 2020. Volume: 43 , Issue: 1 , Pages: 13-21 .
Authors: Ravindran S.;Aghila G.
DOI 10.1007/s40009-018-0771-6
16 17