Man-Fai Leung (0000-0002-7753-0136)

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Keywords

Computational Intelligence, Neural Networks, Portfolio Optimization, multi-view clustering, financial engineering, multiobjective optimization, non-negative matrix factorization, tensor, sentiment analysis, LLM, Large language model, particle swarm optimization, evolutionary algorithms, data processing, fuzzy learning, feature selection, fake news detection, Graph convolutional networks, Traffic Forecasting, Autonomous vehicles, spatio-temporal data, Electric vehicle, medical image segmentation, AI-generated annotations, multi-view data

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Anglia Ruskin University: Cambridge, Cambridgeshire, GB

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Man-Fai Leung

https://orcid.org/0000-0002-7753-0136

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Employment (2)

Anglia Ruskin University: Cambridge, Cambridgeshire, GB

Hong Kong Metropolitan University: Homantin Kowloon, HK

Education and qualifications (1)

City University of Hong Kong: Kowloon, HK

Professional activities (1)

Advance HE: York, GB

Funding (4)

High-Dimensional Data Analysis Based on Neural Computation

Collaborative Neurodynamic Approaches to Sparse Optimization

Modelling the social aspects of interactive objects for pedestrian trajectory prediction in urban areas

Artificial Neural Network based Techniques for Portfolio Management

Works (50 of 62)

Enhanced Sensing for Automotive mmWave Radar: Super-Resolution Range and Angle Estimation With Coherent Extension and Advanced IAA

Generative Self-Supervised Learning for Cyberattack-Resilient EV Charging Demand Forecasting

ChiGa-Net: A genetically optimized neural network with refined deeply extracted features using χ2 statistical score for trustworthy Parkinson’s disease detection

Robust Hypergraph Regularized Deep Non-Negative Matrix Factorization for Multi-View Clustering

Unbalanced Incomplete Multiview Unsupervised Feature Selection With Low-Redundancy Constraint in Low-Dimensional Space

An Optimized Hybrid Approach to Denoising of EEG Signals Using CNN and LMS Filtering

JointSTNet: Joint Pre-Training for Spatial-Temporal Traffic Forecasting

Learning From AI-Generated Annotations for Medical Image Segmentation

Low-Rank Tensor Regularized Graph Fuzzy Learning for Multi-View Data Processing

Robust Weighted Low-Rank Tensor Approximation for Multiview Clustering With Mixed Noise

Tensor Factorization With Sparse and Graph Regularization for Fake News Detection on Social Networks

Tensor-Based Adaptive Consensus Graph Learning for Multi-View Clustering

Latent Structure-Aware View Recovery for Incomplete Multi-View Clustering

Toward Resilient Electric Vehicle Charging Monitoring Systems: Curriculum Guided Multi-Feature Fusion Transformer

Delineation of Optimized Single and Multichannel Approximate DA-Based Filter Design Using Influential Single MAC Strategy for Trans-Multiplexer

Reconfigurable Frequency Response Masking Multi-MAC Filters for Software Defined Radio Channelization

Optimal Realization of Distributed Arithmetic-Based MAC Adaptive FIR Filter Architecture Incorporating Radix-4 and Radix-8 Computation

A Hybrid Segmentation Algorithm for Rheumatoid Arthritis Diagnosis Using X-ray Images

Skin Cancer Classification Using Fine-Tuned Transfer Learning of DENSENET-121

Adaptive multi-view subspace learning based on distributed optimization

An Efficient EEG Signal Analysis for Emotion Recognition Using FPGA

Constrained Symmetric Non-Negative Matrix Factorization with Deep Autoencoders for Community Detection

Centric graph regularized log-norm sparse non-negative matrix factorization for multi-view clustering

Community Detection in Multiplex Networks Using Orthogonal Non-Negative Matrix Tri-Factorization Based on Graph Regularization and Diversity

Semi-Supervised Feature Selection of Educational Data Mining for Student Performance Analysis

The Synchronisation Problem of Chaotic Neural Networks Based on Saturation Impulsive Control and Intermittent Control

Reduction in Residential Electricity Bill and Carbon Dioxide Emission through Renewable Energy Integration Using an Adaptive Feed-Forward Neural Network System and MPPT Technique

Modeling Software Reliability with Learning and Fatigue

Robust multi-view non-negative matrix factorization with adaptive graph and diversity constraints

Correction to: A metaheuristic-based framework for index tracking with practical constraints

An Intelligent System for Trading Signal of Cryptocurrency Based on Market Tweets Sentiments

Reconfigurable Architecture for Noise Cancellation in Acoustic Environment Using Single Multiply Accumulate Adaline Filter

A BERT Framework to Sentiment Analysis of Tweets

A metaheuristic-based framework for index tracking with practical constraints

Decentralized Robust Portfolio Optimization Based on Cooperative-Competitive Multiagent Systems

Adaptive graph nonnegative matrix factorization with the self-paced regularization

A hybrid intelligent system for assisting low-vision people with over-the-counter medication

EEG-based emotion recognition using hybrid CNN and LSTM classification

An Improved Superpixel-based Fuzzy C-Means Method for Complex Picture Segmentation Tasks

Cardinality-constrained portfolio selection based on two-timescale duplex neurodynamic optimization

Graph non-negative matrix factorization with alternative smoothed $$L_0$$ regularizations

Modelling of Pedestrian Movements near an Amenity in Walkways of Public Buildings

Cardinality-constrained portfolio selection based on collaborative neurodynamic optimization

Another Two-Timescale Duplex Neurodynamic Approach to Portfolio Selection

Modelling of Destinations for Data-driven Pedestrian Trajectory Prediction in Public Buildings

Sparsity-constrained Graph Nonnegative Matrix Factorization for Clustering

Minimax and Biobjective Portfolio Selection Based on Collaborative Neurodynamic Optimization

A Two-Timescale Neurodynamic Approach to Minimax Portfolio Optimization

Metaheuristics for Index-Tracking with Cardinality Constraints

A Neurodynamic Optimization Approach for <i>L</i><sub>1</sub> Minimization with Application to Compressed Image Reconstruction

Peer review (218 reviews for 24 publications/grants)