A. Kai Qin

CoRR, 2024

FAGH: Accelerating Federated Learning with Approximated Global Hessian.

[BibT_eX]

[DOI]

Mrinmay Sen

Krishna Mohan C

CoRR, 2024

Decentralised Traffic Incident Detection via Network Lasso.

[BibT_eX]

[DOI]

CoRR, 2024

Deep Learning for Medical Image Segmentation with Imprecise Annotation.

[BibT_eX]

[DOI]

Binyan Hu

CoRR, 2024

Two-Stage Multi-task Self-Supervised Learning for Medical Image Segmentation.

[BibT_eX]

[DOI]

Binyan Hu

CoRR, 2024

SOFIM: Stochastic Optimization Using Regularized Fisher Information Matrix.

[BibT_eX]

[DOI]

Balasubramanian Raman

Proceedings of the International Joint Conference on Neural Networks, 2024

An Experimental Study on Decomposition-Based Deep Ensemble Learning for Traffic Flow Forecasting.

[BibT_eX]

[DOI]

Qiyuan Zhu

Hussein Dia

Adriana Simona Mihaita

Hanna Grzybowska

Proceedings of the AI 2024: Advances in Artificial Intelligence, 2024

2023

Deep Fuzzy Variable C-Means Clustering Incorporated With Curriculum Learning.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., December, 2023

Self-Paced Co-Training of Graph Neural Networks for Semi-Supervised Node Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., November, 2023

Computational Intelligence in Remote Sensing.

[BibT_eX]

[DOI]

Remote. Sens., November, 2023

Heterogeneous Multi-Party Learning With Data-Driven Network Sampling.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

Semisupervised Graph Neural Networks for Graph Classification.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., October, 2023

Multiparty Dual Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., May, 2023

Multi-layer composite autoencoders for semi-supervised change detection in heterogeneous remote sensing images.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., April, 2023

Manifold clustering-based prediction for dynamic multiobjective optimization.

[BibT_eX]

[DOI]

Swarm Evol. Comput., March, 2023

DANet: Semi-supervised differentiated auxiliaries guided network for video action recognition.

[BibT_eX]

[DOI]

Neural Networks, January, 2023

Edge Intelligence for Real-Time IoT Service Trust Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2023

Data-Driven Trust Prediction in Mobile Edge Computing-Based IoT Systems.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2023

Propagation Enhanced Neural Message Passing for Graph Representation Learning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2023

RAFNet: Interdomain Representation Alignment and Fine-Tuning for Image Series Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Multi-Objective Cloud Task Scheduling Optimization Based on Evolutionary Multi-Factor Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2023

FLrce: Efficient Federated Learning with Relationship-based Client Selection and Early-Stopping Strategy.

[BibT_eX]

[DOI]

CoRR, 2023

One-Nearest Neighborhood Guides Inlier Estimation for Unsupervised Point Cloud Registration.

[BibT_eX]

[DOI]

CoRR, 2023

TrafFormer: A Transformer Model for Predicting Long-term Traffic.

[BibT_eX]

[DOI]

CoRR, 2023

Federated Optimization with Linear-Time Approximated Hessian Diagonal.

[BibT_eX]

[DOI]

Mrinmay Sen

C. Krishna Mohan

Proceedings of the Pattern Recognition and Machine Intelligence, 2023

Training Physics- Informed Neural Networks via Multi-Task Optimization for Traffic Density Prediction.

[BibT_eX]

[DOI]

Adriana Simona Mihaita

Hanna Grzybowska

Proceedings of the International Joint Conference on Neural Networks, 2023

A Survey on Modern Deep Neural Network for Traffic Prediction: Trends, Methods and Challenges (Extended Abstract).

[BibT_eX]

[DOI]

Baihua Zheng

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Nys-FL: A communication efficient Federated learning with Nyström approximated Global Newton direction.

[BibT_eX]

[DOI]

Mrinmay Sen

C. Krishna Mohan

Proceedings of the IEEE International Conference on High Performance Computing & Communications, 2023

Evolution Enhancing Property Price Prediction by Generating Artificial Transaction Data.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022

ε-Constrained Differential Evolution Using an Adaptive ε-Level Control Method.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2022

Commonality Autoencoder: Learning Common Features for Change Detection From Heterogeneous Images.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

A Survey on Modern Deep Neural Network for Traffic Prediction: Trends, Methods and Challenges.

[BibT_eX]

[DOI]

Baihua Zheng

IEEE Trans. Knowl. Data Eng., 2022

Exploring Temporal Information for Dynamic Network Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Location-Centered House Price Prediction: A Multi-Task Learning Approach.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2022

Semisupervised Adaptive Ladder Network for Remote Sensing Image Change Detection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

A Spectral and Spatial Attention Network for Change Detection in Hyperspectral Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Multi-Task Particle Swarm Optimization With Dynamic Neighbor and Level-Based Inter-Task Learning.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., 2022

Evolutionary Multitask Optimization With Adaptive Knowledge Transfer.

[BibT_eX]

[DOI]

Hao Xu

Siyu Xia

IEEE Trans. Evol. Comput., 2022

Toward Large-Scale Evolutionary Multitasking: A GPU-Based Paradigm.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2022

A Multifactorial Optimization Framework Based on Adaptive Intertask Coordinate System.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Influence-Aware Attention Networks for Anomaly Detection in Surveillance Videos.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Deep Image Inpainting With Enhanced Normalization and Contextual Attention.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

An Automatically Layer-Wise Searching Strategy for Channel Pruning Based on Task-Driven Sparsity Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

SMD-Net: Siamese Multi-Scale Difference-Enhancement Network for Change Detection in Remote Sensing.

[BibT_eX]

[DOI]

Remote. Sens., 2022

Learning to optimise general TSP instances.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2022

Deep Edge Intelligence: Architecture, Key Features, Enabling Technologies and Challenges.

[BibT_eX]

[DOI]

CoRR, 2022

Sample-Efficient, Exploration-Based Policy Optimisation for Routing Problems.

[BibT_eX]

[DOI]

CoRR, 2022

Exploring the interpretability of deep neural networks used for gravitational lens finding with a sensitivity probe.

[BibT_eX]

[DOI]

Astron. Comput., 2022

Multi-task Optimization Based Co-training for Electricity Consumption Prediction.

[BibT_eX]

[DOI]

Chenggang Yan

Proceedings of the International Joint Conference on Neural Networks, 2022

A General Multiple Data Augmentation Based Framework for Training Deep Neural Networks.

[BibT_eX]

[DOI]

Binyan Hu

Yu Sun

Proceedings of the International Joint Conference on Neural Networks, 2022

Equitable Public Bus Network Optimization for Social Good: A Case Study of Singapore.

[BibT_eX]

[DOI]

Hui Luo

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

2021

Evolving Deep Neural Networks via Cooperative Coevolution With Backpropagation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

An Attention-Based Unsupervised Adversarial Model for Movie Review Spam Detection.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

Similar Trajectory Search with Spatio-Temporal Deep Representation Learning.

[BibT_eX]

[DOI]

Xiucheng Li

Gao Cong

ACM Trans. Intell. Syst. Technol., 2021

A Survey on Evolutionary Construction of Deep Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2021

Solving Generalized Vehicle Routing Problem With Occasional Drivers via Evolutionary Multitasking.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Attention-Guided Siamese Fusion Network for Change Detection of Remote Sensing Images.

[BibT_eX]

[DOI]

Remote. Sens., 2021

Locality preserving dense graph convolutional networks with graph context-aware node representations.

[BibT_eX]

[DOI]

Neural Networks, 2021

Graph embedding via multi-scale graph representations.

[BibT_eX]

[DOI]

Inf. Sci., 2021

ADDS: Adaptive Differentiable Sampling for Robust Multi-Party Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Learning Enhanced Optimisation for Routing Problems.

[BibT_eX]

[DOI]

CoRR, 2021

Evolutionary Ensemble Learning for Multivariate Time Series Prediction.

[BibT_eX]

[DOI]

CoRR, 2021

Multi-Party Dual Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Towards Explainable Multi-Party Learning: A Contrastive Knowledge Sharing Framework.

[BibT_eX]

[DOI]

CoRR, 2021

Learning to Optimise Routing Problems using Policy Optimisation.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

AdvDrop: Adversarial Attack to DNNs by Dropping Information.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Adversarial Laser Beam: Effective Physical-World Attack to DNNs in a Blink.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

A Survey of Advances in Evolutionary Neural Architecture Search.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020

Matrix Function Optimization Problems Under Orthonormal Constraint.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2020

Bipartite Differential Neural Network for Unsupervised Image Change Detection.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Self-Regulated Evolutionary Multitask Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2020

Hyper-parameter optimization in classification: To-do or not-to-do.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Preserving differential privacy in deep neural networks with relevance-based adaptive noise imposition.

[BibT_eX]

[DOI]

Neural Networks, 2020

Evolutionary model construction for electricity consumption prediction.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2020

Graph convolutional networks with multi-level coarsening for graph classification.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Learning Vehicle Routing Problems using Policy Optimisation.

[BibT_eX]

[DOI]

CoRR, 2020

Learning to Optimise General TSP Instances.

[BibT_eX]

[DOI]

Nasrin Sultana

Jeffrey Chan

CoRR, 2020

Locality Preserving Dense Graph Convolutional Networks with Graph Context-Aware Node Representations.

[BibT_eX]

[DOI]

CoRR, 2020

DTG-Net: Differentiated Teachers Guided Self-Supervised Video Action Recognition.

[BibT_eX]

[DOI]

CoRR, 2020

A Survey on Differentially Private Machine Learning [Review Article].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2020

Temporal Memory Network Towards Real-Time Video Understanding.

[BibT_eX]

[DOI]

IEEE Access, 2020

A Novel DNN Training Framework via Data Sampling and Multi-Task Optimization.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

PGD-UNet: A Position-Guided Deformable Network for Simultaneous Segmentation of Organs and Tumors.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Distributed Machine Learning for Predictive Analytics in Mobile Edge Computing Based IoT Environments.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Adversarial Camouflage: Hiding Physical-World Attacks With Natural Styles.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

QoS-Aware Web Service Selection with Internal Complementarity.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2019

Evolutionary Multitasking via Explicit Autoencoding.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Guest editorial special issue on collaborative learning and optimization based on swarm and evolutionary computation.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2019

QDaS: Quality driven data summarisation for effective storage management in Internet of Things.

[BibT_eX]

[DOI]

Jonathan Liono

Prem Prakash Jayaraman

Thuong Nguyen

J. Parallel Distributed Comput., 2019

TPNE: Topology preserving network embedding.

[BibT_eX]

[DOI]

Inf. Sci., 2019

Location-Centered House Price Prediction: A Multi-Task Learning Approach.

[BibT_eX]

[DOI]

CoRR, 2019

Bandit-based cooperative coevolution for tackling contribution imbalance in large-scale optimization problems.

[BibT_eX]

[DOI]

Mohammad Nabi Omidvar

Xin Yao

Appl. Soft Comput., 2019

A New Makeup Transfer with Super-resolution.

[BibT_eX]

[DOI]

Aust. J. Intell. Inf. Process. Syst., 2019

Improving Experience Sampling with Multi-view User-driven Annotation Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Pervasive Computing and Communications, 2019

Action Recognition with Bootstrapping based Long-range Temporal Context Attention.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Machine Learning-Driven Trust Prediction for MEC-Based IoT Services.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Web Services, 2019

Differential Evolutionary Multi-task Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Multitasking Multi-Swarm Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

A Study on Knowledge Reuse Strategies in Multitasking Differential Evolution.

[BibT_eX]

[DOI]

Chen Jin

Pei-Wei Tsai

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

Metaheuristic Optimization for Long-term IaaS Service Composition.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2018

A Deep Convolutional Coupling Network for Change Detection Based on Heterogeneous Optical and Radar Images.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

BLEDoorGuard: A Device-Free Person Identification Framework Using Bluetooth Signals for Door Access.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2018

Inferring Transportation Mode and Human Activity from Mobile Sensing in Daily Life.

[BibT_eX]

[DOI]

Proceedings of the 15th EAI International Conference on Mobile and Ubiquitous Systems: Computing, 2018

Evolutionary Multi-objective Ensemble Learning for Multivariate Electricity Consumption Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Evolutionary feature subspaces generation for ensemble classification.

[BibT_eX]

[DOI]

Boyu Zhang

Malagalage Sameera Hemangi Jayaratna

Timos Sellis

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2017

Multiobjective Deep Belief Networks Ensemble for Remaining Useful Life Estimation in Prognostics.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

CDS: Collaborative distant supervision for Twitter account classification.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2017

Evolutionary Multitasking for Multiobjective Continuous Optimization: Benchmark Problems, Performance Metrics and Baseline Results.

[BibT_eX]

[DOI]

CoRR, 2017

Evolutionary Multitasking for Single-objective Continuous Optimization: Benchmark Problems, Performance Metric, and Baseline Results.

[BibT_eX]

[DOI]

CoRR, 2017

Subjective Evaluation of Market-Driven Cloud Services.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Web Services, 2017

An Efficient Binary Search Based Neuron Pruning Method for ConvNet Condensation.

[BibT_eX]

[DOI]

Boyu Zhang

Jeffrey Chan

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Multi-resolution Selective Ensemble Extreme Learning Machine for Electricity Consumption Prediction.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 24th International Conference, 2017

A GPU-based implementation of brain storm optimization.

[BibT_eX]

[DOI]

Chen Jin

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016

Robust road detection in shadow conditions.

[BibT_eX]

[DOI]

J. Electronic Imaging, 2016

Discrete particle swarm optimization for high-order graph matching.

[BibT_eX]

[DOI]

Inf. Sci., 2016

Two-hidden-layer extreme learning machine for regression and classification.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Optimal time window for temporal segmentation of sensor streams in multi-activity recognition.

[BibT_eX]

[DOI]

Jonathan Liono

Proceedings of the 13th International Conference on Mobile and Ubiquitous Systems: Computing, 2016

Multivariate electricity consumption prediction with Extreme Learning Machine.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Semi-supervised auto-encoder based on manifold learning.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Node label matching improves classification performance in Deep Belief Networks.

[BibT_eX]

[DOI]

Allan Campbell

Vic Ciesielski

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Robust road detection from a single image.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

A genetics-motivated unsupervised model for tri-subject kinship verification.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Private spatial data aggregation in the local setting.

[BibT_eX]

[DOI]

Rui Chen

Haoran Li

Shiva Prasad Kasiviswanathan

Hongxia Jin

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

A Population-based Local Search Technique with Random Descent and Jump for the Steiner Tree Problem in Graphs.

[BibT_eX]

[DOI]

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

2015

Collaborative Active and Semisupervised Learning for Hyperspectral Remote Sensing Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2015

Road detection via unsupervised feature learning.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Image and Vision Computing New Zealand, 2015

Predicting Dynamic Requests Behavior in Long-Term IaaS Service Composition.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Web Services, 2015

Optimizing Long-term IaaS Service Composition.

[BibT_eX]

[DOI]

Proceedings of the Service-Oriented Computing - 13th International Conference, 2015

Feature Discovery by Deep Learning for Aesthetic Analysis of Evolved Abstract Images.

[BibT_eX]

[DOI]

Allan Campbell

Vic Ciesielski

Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2015

QoS-aware long-term based service composition in cloud computing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

A sensitivity analysis of contribution-based cooperative co-evolutionary algorithms.

[BibT_eX]

[DOI]

Mohammad Nabi Omidvar

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Local ensemble surrogate assisted crowding differential evolution.

[BibT_eX]

[DOI]

Chen Jin

Ke Tang

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

Why Advanced Population Initialization Techniques Perform Poorly in High Dimension?

[BibT_eX]

[DOI]

Proceedings of the Simulated Evolution and Learning - 10th International Conference, 2014

Finding convex hull vertices in metric space.

[BibT_eX]

[DOI]

Jinhong Zhong

Ke Tang

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Neural Network Based on Dynamic Multi-swarm Particle Swarm Optimizer for Ultra-Short-Term Load Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Advances in Swarm Intelligence - 5th International Conference, 2014

Face Clustering in Photo Album.

[BibT_eX]

[DOI]

Si-Yu Xia

Hong Pan

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Neural Network Based on Self-adaptive Differential Evolution for Ultra-Short-Term Power Load Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing in Bioinformatics - 10th International Conference, 2014

An archive based particle swarm optimisation for feature selection in classification.

[BibT_eX]

[DOI]

Bing Xue

Mengjie Zhang

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Self-adaptive differential evolution with local search chains for real-parameter single-objective optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

A novel hybridization of opposition-based learning and cooperative co-evolutionary for large-scale optimization.

[BibT_eX]

[DOI]

Mohammad Nabi Omidvar

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

A review of population initialization techniques for evolutionary algorithms.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Effects of population initialization on differential evolution for large scale optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013

Input Space Partitioning for Neural Network Learning.

[BibT_eX]

[DOI]

Int. J. Appl. Evol. Comput., 2013

Mining heterogeneous class-specific codebook for categorical object detection and classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

Sensor-based activity recognition with improved GP-based classifier.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Investigation of self-adaptive differential evolution on the CEC-2013 real-parameter single-objective optimization testbed.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Differential evolution on the CEC-2013 single-objective continuous optimization testbed.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Initialization methods for large scale global optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

Unsupervised Polarimetric SAR Image Segmentation and Classification Using Region Growing With Edge Penalty.

[BibT_eX]

[DOI]

Peter Yu

David A. Clausi

IEEE Trans. Geosci. Remote. Sens., 2012

Improved generic categorical object detection fusing depth cue with 2D appearance and shape features.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

An improved CUDA-based implementation of differential evolution on GPU.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011

Dynamic regional harmony search with opposition and local learning.

[BibT_eX]

[DOI]

Florence Forbes

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Harmony search with differential mutation based pitch adjustment.

[BibT_eX]

[DOI]

Florence Forbes

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010

Multivariate Image Segmentation Using Semantic Region Growing With Adaptive Edge Penalty.

[BibT_eX]

[DOI]

David A. Clausi

IEEE Trans. Image Process., 2010

2009

Differential Evolution Algorithm With Strategy Adaptation for Global Numerical Optimization.

[BibT_eX]

[DOI]

Vicky Ling Huang

IEEE Trans. Evol. Comput., 2009

2007

Multi-objective optimization based on self-adaptive differential evolution algorithm.

[BibT_eX]

[DOI]

Vicky Ling Huang

Mehmet Fatih Tasgetiren

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006

Comprehensive learning particle swarm optimizer for global optimization of multimodal functions.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2006

Generalized null space uncorrelated Fisher discriminant analysis for linear dimensionality reduction.

[BibT_eX]

[DOI]

Pattern Recognit., 2006

Performance Evaluation of Multiagent Genetic Algorithm.

[BibT_eX]

[DOI]

Nat. Comput., 2006

Efficient Feature Extraction Based on Regularized Uncorrelated Chernoff Discriminant Analysis.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Personal Identification System based on Multiple Palmprint Features.

[BibT_eX]

[DOI]

C. H. Tay

H. S. Pa

Proceedings of the Ninth International Conference on Control, 2006

Self-adaptive Differential Evolution Algorithm for Constrained Real-Parameter Optimization.

[BibT_eX]

[DOI]

Vicky Ling Huang

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005

Evolutionary extreme learning machine.

[BibT_eX]

[DOI]

Qin-Yu Zhu

Guang-Bin Huang

Pattern Recognit., 2005

Linear dimensionality reduction using relevance weighted LDA.

[BibT_eX]

[DOI]

E. Ke Tang

Xin Yao

Pattern Recognit., 2005

Uncorrelated heteroscedastic LDA based on the weighted pairwise Chernoff criterion.

[BibT_eX]

[DOI]

Pattern Recognit., 2005

Enhanced neural gas network for prototype-based clustering.

[BibT_eX]

[DOI]

Pattern Recognit., 2005

Initialization insensitive LVQ algorithm based on cost-function adaptation.

[BibT_eX]

[DOI]

Pattern Recognit., 2005

Self-adaptive differential evolution algorithm for numerical optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

Enhanced Direct Linear Discriminant Analysis for Feature Extraction on High Dimensional Data.

[BibT_eX]

[DOI]

S. Y. M. Shi

Proceedings of the Proceedings, 2005

2004

Robust growing neural gas algorithm with application in cluster analysis.

[BibT_eX]

[DOI]

Neural Networks, 2004

A new generalized LVQ algorithm via harmonic to minimum distance measure transition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2004

Particle swarm optimization algorithms with novel learning strategies.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2004

A Novel Kernel Prototype-Based Learning Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Kernel Neural Gas Algorithms with Application to Cluster Analysis.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Evaluation of Comprehensive Learning Particle Swarm Optimizer.

[BibT_eX]

[DOI]