Research output per year
Research output per year
Personal profile
Education
2003 Bachelor of Science in Biochemistry (B.S.), University of Madras
2006 Master of Science in Bioinformatics (M.S.), University of Madras
2011 Doctorate in Computational Biology (Ph.D.), Ajou University
Professional Experience
November 2011 ~ February 2017: Research fellow, Korea Institute for Advanced Study
March 2017 ~ February 2022: Research Assistant Professor, Ajou University School of Medicine
Feb 21, 2022 ~ Present: Assistant Professor, Dept of Integrative Biotechnology, Sungkyunkwan University
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Dive into the research topics where Balachandran Manavalan is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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AntiT2DMP-Pred: Leveraging feature fusion and optimization for superior machine learning prediction of type 2 diabetes mellitus
Basith, S., Manavalan, B. & Lee, G., Feb 2025, In: Methods. 234, p. 264-274 11 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Cost-sensitive feature selection for multi-label classification: multi-criteria decision-making approach
Mohanrasu, S. S., Phan, L. T., Rajan, R. & Manavalan, B., 2025, (Accepted/In press) In: Applied Computing and Informatics.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Decision making based ensemble feature selection approach through a new score function in q-rung orthopair hesitant fuzzy environment
Kavitha, S., Kendra, N., Satheeshkumar, J., Amudha, T. & Manavalan, B., Jun 2025, In: Mathematics and Computers in Simulation. 232, p. 362-381 20 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
DOGpred: A Novel Deep Learning Framework for Accurate Identification of Human O-linked Threonine Glycosylation Sites
Lee, K. W., Pham, N. T., Min, H. J., Park, H. W., Lee, J. W., Lo, H. E., Kwon, N. Y., Seo, J., Shaginyan, I., Cho, H., Wei, L., Manavalan, B. & Jeon, Y. J., 15 Mar 2025, In: Journal of Molecular Biology. 437, 6, 168977.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Ensemble Feature Selection Using Dual Hesitant Fuzzy Einstein Aggregation Operators
Kavitha, S., Satheeshkumar, J., Manavalan, B. & Amudha, T., 2025, Interplay of Fractals and Complexity in Mathematical Modelling and Physical Patterns - Selected Proceedings of the International Symposium on Mathematical Analysis of Fractals and Dynamical Systems, ISMAFDS 2023. Banerjee, S., Gowrisankar, A., Easwaramoorthy, D., Nandhini, S. & Manimaran, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 377-397 21 p. (Springer Proceedings in Physics; vol. 397 SPPHY).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Press/Media
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Developed the AI-based tools for identification of virus-induced phosphorylation sites and 2OM sites in human RNA
13/03/24
1 Media contribution
Press/Media
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Prof. Balachandran Manavalan Proposed Cutting-edge AI-based Bioinformatics Tools
1/08/22
1 Media contribution
Press/Media