Balachandran Manavalan

About Balachandran Manavalan

Balachandran Manavalan, With an exceptional h-index of 39 and a recent h-index of 36 (since 2020), a distinguished researcher at Ajou University, specializes in the field of Machine learning, Bioinformatics, Data analysis.

His recent articles reflect a diverse array of research interests and contributions to the field:

ac4C-AFL: A high-precision identification of human mRNA N4-acetylcytidine sites based on adaptive feature representation learning

CODE-NET: A deep learning model for COVID-19 detection

Stack-DHUpred: Advancing the accuracy of dihydrouridine modification sites detection via stacking approach

H2Opred: a robust and efficient hybrid deep learning model for predicting 2’-O-methylation sites in human RNA

Advancing the accuracy of SARS-CoV-2 phosphorylation site detection via meta-learning approach

Unveiling local and global conformational changes and allosteric communications in SOD1 systems using molecular dynamics simulation and network analyses

SER-Fuse: An Emotion Recognition Application Utilizing Multi-Modal, Multi-Lingual, and Multi-Feature Fusion

Hybrid data augmentation and deep attention-based dilated convolutional-recurrent neural networks for speech emotion recognition

Balachandran Manavalan Information

University

Position

Medical Center

Citations(all)

5396

Citations(since 2020)

4564

Cited By

2478

hIndex(all)

39

hIndex(since 2020)

36

i10Index(all)

75

i10Index(since 2020)

71

Email

University Profile Page

Google Scholar

Balachandran Manavalan Skills & Research Interests

Machine learning

Bioinformatics

Data analysis

Top articles of Balachandran Manavalan

ac4C-AFL: A high-precision identification of human mRNA N4-acetylcytidine sites based on adaptive feature representation learning

Molecular Therapy-Nucleic Acids

2024/4/24

Young-Jun Jeon
Young-Jun Jeon

H-Index: 19

Balachandran Manavalan
Balachandran Manavalan

H-Index: 28

CODE-NET: A deep learning model for COVID-19 detection

Computers in Biology and Medicine

2024/2/29

Balachandran Manavalan
Balachandran Manavalan

H-Index: 28

Stack-DHUpred: Advancing the accuracy of dihydrouridine modification sites detection via stacking approach

Computers in Biology and Medicine

2024/2/1

Kazuhiro Maeda
Kazuhiro Maeda

H-Index: 6

Balachandran Manavalan
Balachandran Manavalan

H-Index: 28

H2Opred: a robust and efficient hybrid deep learning model for predicting 2’-O-methylation sites in human RNA

Briefings in Bioinformatics

2024/1/1

Jongsun Park
Jongsun Park

H-Index: 39

Adeel Malik
Adeel Malik

H-Index: 3

Balachandran Manavalan
Balachandran Manavalan

H-Index: 28

Advancing the accuracy of SARS-CoV-2 phosphorylation site detection via meta-learning approach

Briefings in Bioinformatics

2024/1/1

Minkyung Song
Minkyung Song

H-Index: 9

Young-Jun Jeon
Young-Jun Jeon

H-Index: 19

Balachandran Manavalan
Balachandran Manavalan

H-Index: 28

Unveiling local and global conformational changes and allosteric communications in SOD1 systems using molecular dynamics simulation and network analyses

Computers in Biology and Medicine

2024/1/1

Balachandran Manavalan
Balachandran Manavalan

H-Index: 28

Gwang Lee
Gwang Lee

H-Index: 33

SER-Fuse: An Emotion Recognition Application Utilizing Multi-Modal, Multi-Lingual, and Multi-Feature Fusion

2023/12/7

Balachandran Manavalan
Balachandran Manavalan

H-Index: 28

Hybrid data augmentation and deep attention-based dilated convolutional-recurrent neural networks for speech emotion recognition

Expert Systems with Applications

2023/11/15

ADP-Fuse: A novel two-layer machine learning predictor to identify antidiabetic peptides and diabetes types using multiview information

Computers in Biology and Medicine

2023/10/1

Minkyung Song
Minkyung Song

H-Index: 9

Gwang Lee
Gwang Lee

H-Index: 33

Balachandran Manavalan
Balachandran Manavalan

H-Index: 28

Identification of SH2 domain-containing proteins and motifs prediction by a deep learning method

Computers in Biology and Medicine

2023/8/1

Xin Fang
Xin Fang

H-Index: 11

Balachandran Manavalan
Balachandran Manavalan

H-Index: 28

Ensemble feature selection using Bonferroni, OWA and Induced OWA aggregation operators

Applied Soft Computing

2023/8/1

Balachandran Manavalan
Balachandran Manavalan

H-Index: 28

DrugormerDTI: Drug Graphormer for drug–target interaction prediction

Computers in Biology and Medicine

2023/7/1

A comprehensive revisit of the machine‐learning tools developed for the identification of enhancers in the human genome

2023/7

Tao He
Tao He

H-Index: 9

Balachandran Manavalan
Balachandran Manavalan

H-Index: 28

Pretoria: An effective computational approach for accurate and high-throughput identification of CD8+ t-cell epitopes of eukaryotic pathogens

International Journal of Biological Macromolecules

2023/5/31

Balachandran Manavalan
Balachandran Manavalan

H-Index: 28

Watshara Shoombuatong
Watshara Shoombuatong

H-Index: 20

VirPipe: an easy-to-use and customizable pipeline for detecting viral genomes from Nanopore sequencing

Bioinformatics

2023/5/1

PSRQSP: An effective approach for the interpretable prediction of quorum sensing peptide using propensity score representation learning

Computers in Biology and Medicine

2023/5/1

PRR-HyPred: A two-layer hybrid framework to predict pattern recognition receptors and their families by employing sequence encoded optimal features

International Journal of Biological Macromolecules

2023/4/15

Adeel Malik
Adeel Malik

H-Index: 3

Yusuf Akhter
Yusuf Akhter

H-Index: 19

Balachandran Manavalan
Balachandran Manavalan

H-Index: 28

MonkeyNet: A robust deep convolutional neural network for monkeypox disease detection and classification

Neural Networks

2023/4/1

How well does a data-driven prediction method distinguish dihydrouridine from tRNA and mRNA?

Molecular Therapy-Nucleic Acids

2023/3/14

Balachandran Manavalan
Balachandran Manavalan

H-Index: 28

Computational prediction of protein folding rate using structural parameters and network centrality measures

Computers in Biology and Medicine

2023/3/1

Balachandran Manavalan
Balachandran Manavalan

H-Index: 28

Gwang Lee
Gwang Lee

H-Index: 33

See List of Professors in Balachandran Manavalan University(Ajou University)

Co-Authors

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