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Balachandran Manavalan

sungkyunkwan university

54H-index
155Paper Count
8.1KCitation Count
Published Papers 80
Publication Date
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AquaLNCRpred: A sequence-based framework for lncRNA prediction across diverse aquaculture species
errAquaculture
IF3.9
err2026-07-24
err0
PREAI
errAdeel Malik; Nitin Mahajan; Majid Rasool Kamli; Nhat Truong Pham; Balachandran Manavalan; Chang-Bae Kim
errShare
errSave
DeepTYLCV: An interpretable and experimentally validated AI model for predicting virulence of different tomato yellow leaf curl virus strains
errPlant Communications
IF11.6
err2026-04-30
err0
errOAAI
errNattanong Bupi; Hariharan Sangaraju; Duong Thanh Tran; Vinoth Kumar Sangaraju; Hyojin Im; Minkwan Kim; Sukchan Lee; Balachandran Manavalan
errShare
errSave
GinDB-AI: An integrated ginsenoside database and AI-driven platform for multidimensional information and biological activity prediction
errJournal of Ginseng Research
IF5.6
err2026-02-04
err0
errOAAI
errNguyen Doan Hieu Nguyen; Vinoth Kumar Sangaraju; Duong Thanh Tran; Nhat Truong Pham; Jae Youl Cho; Balachandran Manavalan
errShare
errSave
Mulaqua: An interpretable multimodal deep learning framework for identifying PMT/vPvM substances in drinking water
errJournal of Hazardous Materials
IF11.3
err2025-11-21
err0
PREAI
errNguyen Doan Hieu Nguyen; Nhat Truong Pham; Hojin Seo; Leyi Wei; Balachandran Manavalan
errShare
errSave
HyPepTox-Fuse: An interpretable hybrid framework for accurate peptide toxicity prediction fusing protein language model-based embeddings with conventional descriptors
errJournal of Pharmaceutical Analysis
IF8.9
err2025-07-24
err0
errOAAI
errDuong Thanh Tran; Nhat Truong Pham; Nguyen Doan Hieu Nguyen; Leyi Wei; Balachandran Manavalan
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errSave
Cost-sensitive feature selection for multi-label classification: multi-criteria decision-making approach
errApplied Computing and Informatics
IF4.9
err2025-02-05
err0
PREAI
errS.S. Mohanrasu; Le Thi Phan; Rakkiyappan Rajan; Balachandran Manavalan
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errSave
AntiT2DMP-Pred: Leveraging feature fusion and optimization for superior machine learning prediction of type 2 diabetes mellitus
errMETHODS
IF4.3
err2025-02-01
err0
PREAI
errBasith, Shaherin; Manavalan, Balachandran; Lee, Gwang
errShare
errSave
M3S-ALG: Improved and robust prediction of allergenicity of chemical compounds by using a novel multi-step stacking strategy
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2025-01-01
err3
PREAI
errCharoenkwan, Phasit; Schaduangrat, Nalini; Phan, Le Thi; Manavalan, Balachandran; Shoombuatong, Watshara
errShare
errSave
TP-ML: A Machine-Learning-Based Tool to Identify Threonine Proteases Using Sequence-Derived Optimal Features
errieee acm transactions on computational biology and bioinformatics
IF0
err2025-01-01
err0
PREAI
errAhmad Firoz; Adeel Malik; Nitin Mahajan; Le Thi Phan; Hani S. H. Mohammed Ali; Chang-Bae Kim; Balachandran Manavalan
errShare
errSave
APLpred: A machine learning-based tool for accurate prediction and characterization of asparagine peptide lyases using sequence-derived optimal features
errMETHODS
IF4.3
err2024-09-01
err2
PREAI
errMalik, Adeel; Kamli, Majid Rasool; Sabir, Jamal S. M.; Rather, Irfan A.; Phan, Le Thi; Kim, Chang-Bae; Manavalan, Balachandran
errShare
errSave
Computational prediction of phosphorylation sites of SARS-CoV-2 infection using feature fusion and optimization strategies
errMETHODS
IF4.3
err2024-09-01
err3
PREAI
errSabir, Mumdooh J.; Kamli, Majid Rasool; Atef, Ahmed; Alhibshi, Alawiah M.; Edris, Sherif; Hajarah, Nahid H.; Bahieldin, Ahmed; Manavalan, Balachandran; Sabir, Jamal S. M.
errShare
errSave
MLm5C: A high-precision human RNA 5-methylcytosine sites predictor based on a combination of hybrid machine learning models
errMETHODS
IF4.3
err2024-07-01
err2
PREAI
errKurata, Hiroyuki; Harun-Or-Roshid, Md; Hasan, Md Mehedi; Tsukiyama, Sho; Maeda, Kazuhiro; Manavalan, Balachandran
errShare
errSave
SEP-AlgPro: An efficient allergen prediction tool utilizing traditional machine learning and deep learning techniques with protein language model features
errINTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES
IF8.5
err2024-07-01
err2
PREAI
errBasith, Shaherin; Pham, Nhat Truong; Manavalan, Balachandran; Lee, Gwang
errShare
errSave
ac4C-AFL: A high-precision identification of human mRNA N4-acetylcytidine sites based on adaptive feature representation learning
errMOLECULAR THERAPY NUCLEIC ACIDS
IF6.1
err2024-06-01
err6
errOAAI
errPham, Nhat Truong; Terrance, Annie Terrina; Jeon, Young-Jun; Rakkiyappan, Rajan; Manavalan, Balachandran
errShare
errSave
Stack-DHUpred: Advancing the accuracy of dihydrouridine modification sites detection via stacking approach
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2024-02-01
err5
PREAI
errHarun-Or-Roshid, Md.; Maeda, Kazuhiro; Phan, Le Thi; Manavalan, Balachandran; Kurata, Hiroyuki
errShare
errSave
H2Opred: a robust and efficient hybrid deep learning model for predicting 2'-O-methylation sites in human RNA
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2024-01-04
err14
errOAAI
errPham, Nhat Truong; Rakkiyapan, Rajan; Park, Jongsun; Malik, Adeel; Manavalan, Balachandran
errShare
errSave
Unveiling local and global conformational changes and allosteric communications in SOD1 systems using molecular dynamics simulation and network analyses
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2024-01-01
err1
PREAI
errBasith, Shaherin; Manavalan, Balachandran; Lee, Gwang
errShare
errSave
Advancing the accuracy of SARS-CoV-2 phosphorylation site detection via meta-learning approach
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2023-12-06
err7
errOAAI
errPham, Nhat Truong; Phan, Le Thi; Seo, Jimin; Kim, Yeonwoo; Song, Minkyung; Lee, Sukchan; Jeon, Young-Jun; Manavalan, Balachandran
errShare
errSave
Hybrid data augmentation and deep attention-based dilated convolutional-recurrent neural networks for speech emotion recognition
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-11-01
err10
errOAAI
errPham, Nhat Truong; Dang, Duc Ngoc Minh; Nguyen, Ngoc Duy; Nguyen, Thanh Thi; Nguyen, Hai; Manavalan, Balachandran; Lim, Chee Peng; Nguyen, Sy Dzung
errShare
errSave
ADP-Fuse: A novel two-layer machine learning predictor to identify antidiabetic peptides and diabetes types using multiview information
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2023-10-01
err9
PREAI
errBasith, Shaherin; Pham, Nhat Truong; Song, Minkyung; Lee, Gwang; Manavalan, Balachandran
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
Q
Quan Zou
H-index: 89 · Papers: 798
M
Mohammad Ali Moni
H-index: 84 · Papers: 521
H
Hong‐Wen Deng
H-index: 80 · Papers: 949
A
Arne Elofsson
H-index: 76 · Papers: 327
高
高欣 (Xin Gao)
H-index: 72 · Papers: 963
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