Vasile Palade

National University of Singapore — Singapore

Computer Science · Physical Sciences

42h-index9.7kcitations403works4.02yr avg
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Research Topics

Neural Networks and Applications(45), Fuzzy Logic and Control Systems(34), Metaheuristic Optimization Algorithms Research(33), Fault Detection and Control Systems(25), Evolutionary Algorithms and Applications(21)

Publications403 total

Battery State-of-Health Estimation with Embedded Impedance Spectrum Features Under Multiple Battery Chemistry and Temperature Conditions
Batteries·2026Open Access
AI and Explainable AI for Automatic Detection and Grading of Diabetic Retinopathy and Related Ophthalmic Diseases: A Review
Artificial Intelligence Research and Applications·2025Open Access
Node-level Inertia Estimation and Frequency Prediction Using Physics-Embedded Deep Learning
2025
RDPSO-based multi-robot cooperation method for target search in unknown environments
Expert Systems with Applications·2025
Dynamic multi-knowledge evolutionary algorithm for sparse large-scale multi-objective optimization
Knowledge-Based Systems·2025
GRU-Based Stock Price Forecasting with the Itô-RMSProp Optimizers
AppliedMath·2025Open Access
Stock Price Forecasting Using Gaussian-ADAM Optimized Long Short-Term Memory Neural Networks
Statistics Optimization & Information Computing·2025Open Access
Recent Advances in Deep Learning Applications
2025
A Hybrid Physics-Informed Neural Network
2025
Human-in-the-Loop XAI for Predictive Maintenance: A Systematic Review of Interactive Systems and Their Effectiveness in Maintenance Decision-Making
Electronics·2025· 2 citedOpen Access
LLM-assisted Clinical Coding Audit through an Interpretable Coding Pipeline
2025· 1 citedOpen Access
Weakly Supervised Active Learning for Abstract Screening Leveraging LLM-Based Pseudo-Labeling
2025· 2 citedOpen Access
LLM-based Multi-Agent Collaboration for Abstract Screening towards Automated Systematic Reviews
2025· 1 citedOpen Access
Leveraging physics-informed neural networks for efficient modelling of coastal ecosystems dynamics: A case study of Sundarbans mangrove forest
Ecological Informatics·2025· 2 citedOpen Access
Similarity-based prototype reconstruction and feature reorganization for non-exemplar class incremental learning
Neural Networks·2025
Fractional Optimizers for LSTM Networks in Financial Time Series Forecasting
Mathematics·2025· 2 citedOpen Access
Orange yield estimation using object tracking and 3D reconstruction
Smart Agricultural Technology·2025Open Access
Fair Graph U-Net: A Fair Graph Learning Framework Integrating Group and Individual Awareness
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 4 citedOpen Access
Cognitive Computing and Business Intelligence Applications in Accounting, Finance and Management
Big Data and Cognitive Computing·2025· 7 citedOpen Access
Double-Graph Representation With Relational Enhancement for Emotion-Cause Pair Extraction
IEEE Transactions on Neural Networks and Learning Systems·2025Open Access
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Frequent Co-authors

Jun Sun(7), Rukshan Batuwita(6), Wei Fang(6), Xiao‐Jun Wu(5), Rahat Iqbal(5), Andreas Holzinger(4), Abdulaziz M. Alayba(4), Khan Muhammad(4), Wenbo Xu(3), Markus Plass(3), Katharina Holzinger(3), Gloria Cerasela Crişan(3), Camelia-M. Pintea(3), Matthew England(3), Romesh Ranawana(3), Sarni Suhaila Rahim(3), James Shuttleworth(3), Chrisina Jayne(3), Roozbeh Razavi‐Far(3), Kit Yan Chan(2)