logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
P

Ponnuthurai Nagaratnam Suganthan

southwest university

118H-index
772Paper Count
6.7WCitation Count
Published Papers 252
Publication Date
logo
NOMG: Nonlinear oversampling based on multi-granularity optimization
errApplied Soft Computing
IF6.6
err2026-08-10
err0
PREAI
errHao Zhou; Min Li; Keke Zhang; Qun Liu; Huaqing Li; Ponnuthurai Nagaratnam Suganthan
errShare
errSave
RoadSens-4M: A Multimodal Smartphone & Camera Dataset for Holistic Road-way Analysis
errScientific Data
IF6.9
err2026-05-04
err0
errOAAI
errAmith Khandakar; David G. Michelson; Shaikh Golam Rabbani; Fariya Bintay Shafi; Md. Faysal Ahamed; Khondokar Radwanur Rahman; Md Abidur Rahman; Md. Fahmidun Nabi; Mohamed Arselene Ayari; Khaled Khan; Ponnuthurai Nagaratnam Suganthan
errShare
errSave
An adaptive experience-based discrete genetic algorithm for multi-trip picking robot task scheduling in smart orchards
errComputers and Electronics in Agriculture
IF8.9
err2026-04-22
err0
PREAI
errPeng Chen; Jing Liang; Kang-Jia Qiao; Hui Song; Cai-Tong Yue; Kun-Jie Yu; Ponnuthurai Nagaratnam Suganthan; Witold Pedrycz
errShare
errSave
Boosting-Inspired sequential multi-head learning for underwater acoustic target recognition
errOcean Engineering
IF5.5
err2026-04-03
err0
PREAI
errChenhong Yan; Shefeng Yan; Yang Yu; Ruobin Gao; Guang Pan; Yankun Yang; Tianiyi Yao; Ponnuthurai N. Suganthan
errShare
errSave
Decentralized Constrained Optimization Over Time-Varying Directed Networks via Subgradient Rescaling
errIEEE Transactions on Cybernetics
IF10.5
err2026-02-18
err0
PREAI
errQingguo Lü; Huaqing Li; Chaoxu Wu; Hao Zhou; Tingwen Huang; Ponnuthurai Nagaratnam Suganthan
errShare
errSave
Weighted multi-output randomized neural networks with a feature memory pool for electroencephalogram signals classification
errApplied Soft Computing
IF6.6
err2026-02-14
err0
PREAI
errRuobin Gao; Rongqing Han; Heng Dong; Ponnuthurai Nagaratnam Suganthan; Yang Yu
errShare
errSave
Reinforcement Learning-Assisted Meta-Heuristics for Scheduling Job Shops With Material Handling Robots
errIET Collaborative Intelligent Manufacturing
IF3.1
err2026-02-13
err0
errOAAI
errJia, Qi; Gao, Kaizhou; Wu, Naiqi; Suganthan, Ponnuthurai Nagaratnam
errShare
errSave
Multimodal fusion and explainability of artificial intelligence models in Alzheimer's Disease detection
errBrain Informatics
IF4.5
err2026-02-02
err1
errOAAI
errViswan, Vimbi; Shaffi, Noushath; Malathy, E.; Chemmalar Selvi, G.; Kavitha, B. R.; Abdesselam, Abdelhamid; Wang, Shuqiang; Suganthan, Ponnuthurai N.; Shezawi, Ibrahim Al; Mahmud, Mufti
errShare
errSave
Special Issue on Recent Advances in Statistical Analytics Theories and Methods for Big Data
errBig Data Mining and Analytics
IF6.2
err2026-02-01
err0
PREAI
errHuang, Joshua Zhexue; He, Yulin; Suganthan, Ponnuthurai Nagaratnam
errShare
errSave
Enhancing sampling performance in XGBoost by ensemble feature engineering
errPattern Recognition
IF7.6
err2026-01-28
err0
PREAI
errLingping Kong; Ponnuthurai Nagaratnam Suganthan; Václav Snášel; Varun Ojha; Jeng-Shyang Pan
errShare
errSave
An Evolutionary Algorithm With Memory Guidance for Data Transmission Scheduling Optimization in Communication Satellite Network
errieee transactions on systems, man, and cybernetics: systems
IF0
err2026-01-12
err0
PREAI
errYingying Ren; Qiuli Li; Yue Zhang; Jiting Li; Witold Pedrycz; Ponnuthurai Nagaratnam Suganthan; Rammohan Mallipeddi; Yanjie Song
errShare
errSave
Small aerial object detection through FPN-DETR integrated with a novel alignment proposal network
errApplied Soft Computing
IF6.6
err2026-01-12
err0
PREAI
errUsman Ahmad; Tianlei Ma; Jing Liang; Ponnuthurai Nagaratnam Suganthan; Kunjie Yu; Faisal Mehmood; Farhad Banoori
errShare
errSave
Incremental Online Learning of Randomized Neural Network With Forward Regularization
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2026-01-12
err0
errOAAI
errJunda Wang; Minghui Hu; Ning Li; Abdulaziz Al-Ali; Ponnuthurai Nagaratnam Suganthan
errShare
errSave
Large-Scale Constrained Multiobjective Optimization Based on Variable Adaptive Optimization and Population Reconstruction
errIEEE Transactions on Emerging Topics in Computational Intelligence
IF6.5
err2025-12-17
err0
PREAI
errKunjie Yu; Zhenyu Yang; Jing Liang; Kangjia Qiao; Boyang Qu; Qiao Peng; Ponnuthurai Nagaratnam Suganthan
errShare
errSave
Multiobjective Task Allocation for Electric Harvesting Robots: A Hierarchical Route Reconstruction Approach
errIEEE Transactions on Cybernetics
IF10.5
err2025-11-26
err0
PREAI
errPeng Chen; Jing Liang; Hui Song; Kang-Jia Qiao; Cai-Tong Yue; Kun-Jie Yu; Ponnuthurai Nagaratnam Suganthan; Witold Pedrycz
errShare
errSave
Towards robust and inversion-free randomized neural networks: The XG-RVFL framework
errPattern Recognition
IF7.6
err2025-11-08
err0
PREAI
errMushir Akhtar; A. Kumari; M. Sajid; A. Quadir; Mohd Arshad; P.N. Suganthan; M. Tanveer
errShare
errSave
Deep random vector functional link transformer network with multiple output layers for significant wave height forecasting
errApplied Soft Computing
IF6.6
err2025-11-04
err0
errOAAI
errAryan Bhambu; Ruobin Gao; Ponnuthurai Nagaratnam Suganthan; null Selvaraju
errShare
errSave
Shallow and ensemble deep randomized neural network for anomaly detection
errNeural Networks
IF6.3
err2025-10-21
err0
PREAI
errAnuradha Kumari; A.K. Malik; M. Tanveer; P.N. Suganthan
errShare
errSave
Randomized deep Hopfield network with multiple output layers for volatility time series forecasting
errNeural Networks
IF6.3
err2025-10-13
err0
errOAAI
errAryan Bhambu; Selvaraju Natarajan; Ponnuthurai Nagaratnam Suganthan
errShare
errSave
A Novel Flexible Kernel Density Estimator for Multimodal Probability Density Functions
errCAAI Transactions on Intelligence Technology
IF7.3
err2025-10-11
err0
errOAAI
errJia-Qi Chen; Yu-Lin He; Ying-Chao Cheng; Philippe Fournier-Viger; Ponnuthurai Nagaratnam Suganthan; Joshua Zhexue Huang
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
F
Francisco Herrera
H-index: 169 · Papers: 1.3K
M
MengChu Zhou
H-index: 131 · Papers: 1.7K
W
Witold Pedrycz
H-index: 130 · Papers: 3.1K
K
Kalyanmoy Deb
H-index: 118 · Papers: 896
X
Xin Yao
H-index: 116 · Papers: 1.5K
View more