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Dr. Kumaran U.

Assistant Professor (Senior Grade), School of Computing, Bengaluru

Qualification: BE, M.E
@amrita.edu
Research Interest: Data Mining, Machine Learning Concepts, Network Security, Privacy Preserving Techniques

Bio

Kumaran U. currently serves as Assistant Professor (Senior Grade) in the School of Computing, Amrita Vishwa Vidyapeetham, Bengaluru.

He has 10 years of experience in teaching. His areas of interest includes Data Mining, Network Security, Privacy Preserving Techniques and Machine Learning Concepts. He has guided number of final year M.Tech. Capstone projects. He has conducted many orientation and induction Programs and also acted as a resource person in motivation and career guidance programs.

Publications

Journal Article

Year : 2021

Fusion of mel and gammatone frequency cepstral coefficients for speech emotion recognition using deep C-RNN

Cite this Research Publication : Kumaran U., S. Rammohan, R., Nagarajan, S. Murugan, and Prathik, A., “Fusion of mel and gammatone frequency cepstral coefficients for speech emotion recognition using deep C-RNN”, International Journal of Speech Technology, vol. 24, no. 2, pp. 303 - 314, 2021.

Publisher : International Journal of Speech Technology

Year : 2018

An Efficient and Secure Content Contribution and Retrieval Content in Online Social Networks Using Level by Level Security Optimization & Content Visualization Algorithm

Cite this Research Publication : Kumaran U. and Neelu Khare, “An Efficient and Secure Content Contribution and Retrieval Content in Online Social Networks Using Level by Level Security Optimization & Content Visualization Algorithm”, Indonesian Journal of Electrical Engineering and Computer Science, vol. 10, no. 2, pp. 807-816, 2018.

Publisher : Indonesian Journal of Electrical Engineering and Computer Science .

Year : 2018

PPHE – Automatic Detection of Sensitive Attribute in Privacy Preserved Hadoop Environment using Data Mining Techniques

Cite this Research Publication : Kumaran U. and Neelu Khare, “PPHE – Automatic Detection of Sensitive Attribute in Privacy Preserved Hadoop Environment using Data Mining Techniques”, International Journal of Computer Aided Engineering and Technology, (Accepted), 2018.

Publisher : International Journal of Computer Aided Engineering and Technology, (Accepted)

Year : 2018

A Secure and Privacy Preserving Approach to Protect User Data Across Cloud Based Online Social Networks

Cite this Research Publication : Kumaran U. and Neelu Khare, “A Secure and Privacy Preserving Approach to Protect User Data Across Cloud Based Online Social Networks”, International Journal of Grid and High Performance Computing, ESCI journal (Accepted), 2018.

Publisher : International Journal of Grid and High Performance Computing, ESCI journal (Accepted) .

Year : 2018

An Efficient and Secure Content Contribution and Retrieval Content in Online Social Networks Using Level by Level Security Optimization & Content Visualization Algorithm

Cite this Research Publication : Kumaran U. and Neelu Khare, “An Efficient and Secure Content Contribution and Retrieval Content in Online Social Networks Using Level by Level Security Optimization & Content Visualization Algorithm”, Indonesian Journal of Electrical Engineering and Computer Science, vol. 10, no. 2, pp. 807-816, 2018.

Publisher : Indonesian Journal of Electrical Engineering and Computer Science,

Year : 2017

Comparison Analysis of Brain tumor segmentation techniques

Cite this Research Publication : K. .suhasini, .K.Uma, D., and Kumaran U., “Comparison Analysis of Brain tumor segmentation techniques”, Journal of Advanced Research in Dynamical and Control Systems, pp. 1068-1077, 2017.

Publisher : Journal of Advanced Research in Dynamical and Control Systems

Year : 2017

Scheming of flexible group sourcing in medication using big data analytics

Cite this Research Publication : D. .K.Uma and Kumaran U., “Scheming of flexible group sourcing in medication using big data analytics”, Journal of Advanced Research in Dynamical and Control Systems, pp. 1477-1484, 2017.

Publisher : Journal of Advanced Research in Dynamical and Control Systems.

Year : 2017

A Credential Data Privacy Preserving in Web Environment Using Secure Data Contribution Retrieval Algorithm

Cite this Research Publication : Kumaran U. and Neelu Khare, “A Credential Data Privacy Preserving in Web Environment Using Secure Data Contribution Retrieval Algorithm”, International Journal of Intelligent Engineering and Systems, vol. 10, no. 3, pp. 363-370, 2017.

Publisher : International Journal of Intelligent Engineering and Systems

Year : 2017

Feature Selection for Privacy Preserving in Data Mining with Linear Regression Using Genetic Algorithm

Cite this Research Publication : Kumaran U. and Neelu Khare, “Feature Selection for Privacy Preserving in Data Mining with Linear Regression Using Genetic Algorithm”, Journal of Advanced Research in Dynamical and Control Systems, vol. 9, no. 02, pp. 1059-1067, 2017.

Publisher : Journal of Advanced Research in Dynamical and Control Systems

Year : 2016

privacy preserving in Datamining Technical

Cite this Research Publication : Kumaran U., Neelu Khare, and A Suraj, S., “privacy preserving in Datamining Technical”, Research journal of pharmacy and technology, vol. 9, no. 11, 2016.

Publisher : Research journal of pharmacy and technology

Year : 2016

An Empirical Study of Security in Text Mining

Cite this Research Publication : Kumaran U. and Neelu Khare, “An Empirical Study of Security in Text Mining”, International Journal of Control Theory and Applications, vol. 9, no. 6, pp. 2737-2743, 2016.

Publisher : International Journal of Control Theory and Applications

Year : 2016

A Review on Privacy Preserving Data Mining using Secure Multiparty Computation

Cite this Research Publication : Kumaran U. and Neelu Khare, “A Review on Privacy Preserving Data Mining using Secure Multiparty Computation”, Indian Journal of Science and Technology, vol. 9, no. 48, 2016.

Publisher : Indian Journal of Science and Technology

Year : 2016

Privacy Preserving in Data Mining Technical: A Review

Cite this Research Publication : Kumaran U., Neelu Khare, and Sai Suraj A., “Privacy Preserving in Data Mining Technical: A Review”, Research Journal of Pharmacy and Technology, vol. 9, no. 11, pp. 2023-2026 , 2016.

Publisher : Research Journal of Pharmacy and Technology

Year : 2016

Knowledge Acquisition and Privacy Preserving in Cloud using Simultaneous Diagonalization Algorithm

Cite this Research Publication : Neelu Khare, Kumaran U., and M. Mohan Vamsi, “Knowledge Acquisition and Privacy Preserving in Cloud using Simultaneous Diagonalization Algorithm”, International Journal of Advanced Research in Computer Science and Software Engineering, vol. 6, no. 9, 2016.

Publisher : International Journal of Advanced Research in Computer Science and Software Engineering

Year : 2014

An Optimal Approach for Mining Rare Causal Associations to Detect ADR Signal Pairs

Cite this Research Publication : Vikash Kumar Saw and Kumaran U., “An Optimal Approach for Mining Rare Causal Associations to Detect ADR Signal Pairs”, International Journal of Scientific and Research Publications, vol. 4, no. 5, 2014.

Publisher : International Journal of Scientific and Research Publications

Year : 2008

Semantic Ideation Learning for Agent-Based E-Brainstorming

Cite this Research Publication : S. - T. Yuan, Chen, Y. - C., and Kumaran U., “Semantic Ideation Learning for Agent-Based E-Brainstorming”, IEEE Transactions on Knowledge and Data Engineering, vol. 20, pp. 261-275, 2008.

Publisher : IEEE Transactions on Knowledge and Data Engineering, IEEE

Conference Paper

Year : 2020

Implementing TAKT time in manufacturing process to improve workflow

Cite this Research Publication : Kumaran U., “Implementing TAKT time in manufacturing process to improve workflow”, in second national conference on engineering innovations and solutions (NCIES-2018) , Department of Information science and engineering , GSSSIETW, mysuru, 2018.

Publisher : second national conference on engineering innovations and solutions (NCIES-2018)

Year : 2020

Predicting Drug Side-effects from Open Source Health Forums using Supervised Classifier Approach

Cite this Research Publication : N. D. Swathi and Kumaran U., “Predicting Drug Side-effects from Open Source Health Forums using Supervised Classifier Approach”, in 2020 5th International Conference on Communication and Electronics Systems (ICCES), Coimbatore, India, 2020.

Publisher : 2020 5th International Conference on Communication and Electronics Systems (ICCES), IEEE

Year : 2018

Automated Real time face recognition and tagging

Cite this Research Publication : Kumaran U., “Automated Real time face recognition and tagging”, in second national conference on engineering innovations and solutions (NCIES-2018) , Department of Information science and engineering, GSSSIETW, mysuru, 2018.

Publisher : second national conference on engineering innovations and solutions

Year : 2017

Data analysis using Box and Whisker plot for Functional Point

Cite this Research Publication : Kumaran U., E, D., Kamal, K., and Karunanidhi, D., “Data analysis using Box and Whisker plot for Functional Point”, in International Conference on Trends in Electronics and Informatics ICOEI 2017, Tirunelveli, India, 2017.

Publisher : Kumaran U.;

Year : 2017

Analysis of age, astigmatic and tear protection rate in contact lenses selection

Cite this Research Publication : D. Jagadish, Kumaran U., J Kumar, V., and Thirumalai, C., “Analysis of age, astigmatic and tear protection rate in contact lenses selection”, in 2017 International Conference on Trends in Electronics and Informatics (ICEI), Tirunelveli, 2017.

Publisher : 2017 International Conference on Trends in Electronics and Informatics (ICEI), IEEE,

Year : 2017

Calculating the heart disease in switzerland using Pearson’s correlation

Cite this Research Publication : R. Kalyanasundaram, Prasanth, A., Tamizhselvan, B. R., and Kumaran U., “Calculating the heart disease in switzerland using Pearson's correlation”, in 2017 International Conference on Trends in Electronics and Informatics (ICEI), Tirunelveli, India, 2017.

Publisher : 2017 International Conference on Trends in Electronics and Informatics (ICEI), IEEE

Year : 2011

A Study and Analysis on Intrusion Detection Systems for Mobile Adhoc Networks

Cite this Research Publication : Kumaran U., “A Study and Analysis on Intrusion Detection Systems for Mobile Adhoc Networks”, in International Conference on Recent trends in Engineering, Management & Computer Application, Pallavan College of Engineering, Kanchipuram, 2011.


Publisher : Pallavan College of Engineering

Year : 2010

Application of advanced Neural-network for enhancing the detection of intruders in Vehicular Ad-hoc networks

Cite this Research Publication : Kumaran U., “Application of advanced Neural-network for enhancing the detection of intruders in Vehicular Ad-hoc networks”, in National conference on “Recent trends in Neural Networks, 2010.

Publisher : National conference on “Recent trends in Neural Networks

Qualification
  • M. E.
    Arunai Engineering College, Tiruvannamalai, Affiliated to Anna University, Chennai.
  • B. E.
    Arunai College of Engineering, Tiruvannamalai, Affiliated to Anna University, Chennai.
Student Guidance

Name and Area of PhD Scholars Being Guided (Undergoing)

  • Mr. Mohamed shakir-air pollution prediction using machine learning algorithms
  • Ms. Vidya – Medical diagonasis using machine learning
  • Ms. Manjima- social network analysis
Admissions Apply Now