Huaxiang Zhang

Orcid: 0000-0001-6259-7533

Affiliations:
  • Shandong Normal University, School of Information Science and Engineering, Jinan, China


According to our database1, Huaxiang Zhang authored at least 214 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Incomplete Cross-Modal Retrieval with Deep Correlation Transfer.
ACM Trans. Multim. Comput. Commun. Appl., May, 2024

NSEP: Early fake news detection via news semantic environment perception.
Inf. Process. Manag., March, 2024

Self-similarity guided probabilistic embedding matching based on transformer for occluded person re-identification.
Expert Syst. Appl., March, 2024

A composite surrogate-assisted evolutionary algorithm for expensive many-objective optimization.
Expert Syst. Appl., February, 2024

Source-free Style-diversity Adversarial Domain Adaptation with Privacy-preservation for person re-identification.
Knowl. Based Syst., January, 2024

Quadruple parameter adaptation growth optimizer with integrated distribution, confrontation, and balance features for optimization.
Expert Syst. Appl., January, 2024

A hierarchical learning based artificial bee colony algorithm for numerical global optimization and its applications.
Appl. Intell., January, 2024

Spectral-Spatial Dual Graph Unfolding Network for Multispectral and Hyperspectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2024

Multiview Hypergraph Fusion Network for Change Detection in High-Resolution Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

2023
Generative adversarial text-to-image generation with style image constraint.
Multim. Syst., December, 2023

An efficient Optimization State-based Coyote Optimization Algorithm and its applications.
Appl. Soft Comput., November, 2023

Targeted Adversarial Attack Against Deep Cross-Modal Hashing Retrieval.
IEEE Trans. Circuits Syst. Video Technol., October, 2023

Multi-level adversarial attention cross-modal hashing.
Signal Process. Image Commun., September, 2023

Multi-label adversarial fine-grained cross-modal retrieval.
Signal Process. Image Commun., September, 2023

Multi-view unsupervised feature selection with tensor robust principal component analysis and consensus graph learning.
Pattern Recognit., September, 2023

3D pedestrian localization fusing via monocular camera.
J. Vis. Commun. Image Represent., September, 2023

Incomplete multi-view clustering by simultaneously learning robust representations and optimal graph structures.
Inf. Sci., September, 2023

CanBiPT: Cancelable biometrics with physical template.
Pattern Recognit. Lett., August, 2023

Contextual transformer sequence-based recognition network for medical examination reports.
Appl. Intell., July, 2023

Semantic-embedding Guided Graph Network for cross-modal retrieval.
J. Vis. Commun. Image Represent., May, 2023

Attribute-aware style adaptation for person re-identification.
Multim. Syst., April, 2023

Feature generation based on relation learning and image partition for occluded person re-identification.
J. Vis. Commun. Image Represent., March, 2023

Video Sampled Frame Category Aggregation and Consistent Representation for Cross-Modal Retrieval.
IEEE Trans. Circuits Syst. Video Technol., February, 2023

Generative adversarial network based on semantic consistency for text-to-image generation.
Appl. Intell., February, 2023

Partial Multi-Modal Hashing via Neighbor-Aware Completion Learning.
IEEE Trans. Multim., 2023

Teacher-Student Learning: Efficient Hierarchical Message Aggregation Hashing for Cross-Modal Retrieval.
IEEE Trans. Multim., 2023

TSINIT: A Two-Stage Inpainting Network for Incomplete Text.
IEEE Trans. Multim., 2023

Auto-Weighted Layer Representation Based View Synthesis Distortion Estimation for 3-D Video Coding.
IEEE Trans. Multim., 2023

Multi-Modal Discrete Collaborative Filtering for Efficient Cold-Start Recommendation.
IEEE Trans. Knowl. Data Eng., 2023

Learning Deep Multiscale Local Dissimilarity Prior for Pansharpening.
IEEE Trans. Geosci. Remote. Sens., 2023

Growth Optimizer: A powerful metaheuristic algorithm for solving continuous and discrete global optimization problems.
Knowl. Based Syst., 2023

Multimodal fake news detection via progressive fusion networks.
Inf. Process. Manag., 2023

Giving Text More Imagination Space for Image-text Matching.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Arbitrary Style Transfer with Multiple Self-Attention.
Proceedings of the 2023 8th International Conference on Multimedia and Image Processing, 2023

Effective Occlusion Suppression Network via Grouped Pose Estimation for Occluded Person Re-Identification.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

GAN-Based Image Compression with Improved RDO Process.
Proceedings of the Image and Graphics - 12th International Conference, 2023

User Preference Learning based on Automatic Environment Classification for General Debiasing in Recommendation Systems.
Proceedings of the IEEE International Conference on Data Mining, 2023

Hierarchical Competitive Differential Evolution for Global Optimization.
Proceedings of the Bio-Inspired Computing: Theories and Applications, 2023

Reinforcement Learning-Based Differential Evolution Algorithm with Levy Flight.
Proceedings of the Bio-Inspired Computing: Theories and Applications, 2023

2022
Efficient Multi-modal Hashing with Online Query Adaption for Multimedia Retrieval.
ACM Trans. Inf. Syst., 2022

Hierarchical Feature Aggregation Based on Transformer for Image-Text Matching.
IEEE Trans. Circuits Syst. Video Technol., 2022

Adversarial Graph Convolutional Network for Cross-Modal Retrieval.
IEEE Trans. Circuits Syst. Video Technol., 2022

Multiple description coding network based on semantic segmentation.
Multim. Tools Appl., 2022

A personalized recommendation method based on collaborative ranking with random walk.
Multim. Tools Appl., 2022

A dual-operator strategy for a multiobjective evolutionary algorithm based on decomposition.
Knowl. Based Syst., 2022

Causality-aware Enhanced Model for Multi-hop Question Answering over Knowledge Graphs.
Knowl. Based Syst., 2022

Discrete Fusion Adversarial Hashing for cross-modal retrieval.
Knowl. Based Syst., 2022

Coarse-to-fine dual-level attention for video-text cross modal retrieval.
Knowl. Based Syst., 2022

Dual-path image pair joint discrimination for visible-infrared person re-identification.
J. Vis. Commun. Image Represent., 2022

HCFN: Hierarchical cross-modal shared feature network for visible-infrared person re-identification.
J. Vis. Commun. Image Represent., 2022

Visible-infrared person re-identification based on key-point feature extraction and optimization.
J. Vis. Commun. Image Represent., 2022

Yolov3-Pruning(transfer): real-time object detection algorithm based on transfer learning.
J. Real Time Image Process., 2022

An operator pre-selection strategy for multiobjective evolutionary algorithm based on decomposition.
Inf. Sci., 2022

Deep Discrete Cross-Modal Hashing with Multiple Supervision.
Neurocomputing, 2022

Full RGB Just Noticeable Difference (JND) Modelling.
CoRR, 2022

Group-pair deep feature learning for multi-view 3d model retrieval.
Appl. Intell., 2022

Adjust: An Online Resource Adjustment Framework for Microservice Programs.
Proceedings of the Network and Parallel Computing, 2022

2021
An Intelligent Cloud Workflow Scheduling System With Time Estimation and Adaptive Ant Colony Optimization.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Semantic-Driven Interpretable Deep Multi-Modal Hashing for Large-Scale Multimedia Retrieval.
IEEE Trans. Multim., 2021

Unsupervised Deep K-Means Hashing for Efficient Image Retrieval and Clustering.
IEEE Trans. Circuits Syst. Video Technol., 2021

Deep semantic segmentation-based multiple description coding.
Multim. Tools Appl., 2021

Unsupervised soft-label feature selection.
Knowl. Based Syst., 2021

CGNet: A Cascaded Generative Network for dense point cloud reconstruction from a single image.
Knowl. Based Syst., 2021

Image compression based on octave convolution and semantic segmentation.
Knowl. Based Syst., 2021

Person re-identification based on multi-scale feature learning.
Knowl. Based Syst., 2021

Iterative graph attention memory network for cross-modal retrieval.
Knowl. Based Syst., 2021

Dual-modality hard mining triplet-center loss for visible infrared person re-identification.
Knowl. Based Syst., 2021

Label projection online hashing for balanced similarity.
J. Vis. Commun. Image Represent., 2021

Leader recommend operators selection strategy for a multiobjective evolutionary algorithm based on decomposition.
Inf. Sci., 2021

Multi-modal discrete tensor decomposition hashing for efficient multimedia retrieval.
Neurocomputing, 2021

Level set method with Retinex-corrected saliency embedded for image segmentation.
IET Image Process., 2021

A New Image Codec Paradigm for Human and Machine Uses.
CoRR, 2021

A three-stage learning approach to cross-domain person re-identification.
Appl. Soft Comput., 2021

PBNet: Position-specific Text-to-image Generation by Boundary.
Proceedings of the MMAsia '21: ACM Multimedia Asia, Gold Coast, Australia, December 1, 2021

Graph Convolutional Multi-modal Hashing for Flexible Multimedia Retrieval.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Monocular 3D Pedestrian Localization Fusing with Bird's Eye View.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Image-to-Image Bidirectional Generation Net for MR Images.
Proceedings of the ICCPR '21: 10th International Conference on Computing and Pattern Recognition, Shanghai, China, October 15, 2021

Cancer Subtype Identification based on Multi-view Subspace Clustering with Adaptive Local Structure Learning.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Unsupervised Cross-domain Person re-Identification by Deep Clustering and Instance Learning.
Proceedings of the AICCC 2021: 4th Artificial Intelligence and Cloud Computing Conference, Kyoto, Japan, December 17, 2021

2020
A Constructive Particle Swarm Optimizer for Virtual Network Embedding.
IEEE Trans. Netw. Sci. Eng., 2020

Joint Principal Component and Discriminant Analysis for Dimensionality Reduction.
IEEE Trans. Neural Networks Learn. Syst., 2020

Efficient Supervised Discrete Multi-View Hashing for Large-Scale Multimedia Search.
IEEE Trans. Multim., 2020

Flexible Multi-modal Hashing for Scalable Multimedia Retrieval.
ACM Trans. Intell. Syst. Technol., 2020

Deep Collaborative Multi-View Hashing for Large-Scale Image Search.
IEEE Trans. Image Process., 2020

A Distributed Swarm Optimizer With Adaptive Communication for Large-Scale Optimization.
IEEE Trans. Cybern., 2020

Efficient Parameter-Free Adaptive Multi-Modal Hashing.
IEEE Signal Process. Lett., 2020

Pattern complexity-based JND estimation for quantization watermarking.
Pattern Recognit. Lett., 2020

Efficient weakly-supervised discrete hashing for large-scale social image retrieval.
Pattern Recognit. Lett., 2020

Cross-modal dual subspace learning with adversarial network.
Neural Networks, 2020

Hybrid JND model-guided watermarking method for screen content images.
Multim. Tools Appl., 2020

Saccadic trajectory-based identity authentication.
Multim. Tools Appl., 2020

Two-class 3D-CNN classifiers combination for video copy detection.
Multim. Tools Appl., 2020

Image super-resolution based on two-level residual learning CNN.
Multim. Tools Appl., 2020

Convolutional auto-encoder based multiple description coding network.
KSII Trans. Internet Inf. Syst., 2020

Label consistent locally linear embedding based cross-modal hashing.
Inf. Process. Manag., 2020

Deep semantic cross modal hashing with correlation alignment.
Neurocomputing, 2020

Color image watermarking based on orientation diversity and color complexity.
Expert Syst. Appl., 2020

Task-adaptive Asymmetric Deep Cross-modal Hashing.
CoRR, 2020

Joint Character-Level Convolutional and Generative Adversarial Networks for Text Classification.
Complex., 2020

A multi-label text classification method via dynamic semantic representation model and deep neural network.
Appl. Intell., 2020

Dtree2vec: A High-Accuracy and Dynamic Scheme for Real-Time Book Recommendation by Serialized Chapters and Local Fine-Grained Partitioning.
IEEE Access, 2020

A background-induced generative network with multi-level discriminator for text-to-image generation.
Proceedings of the MMAsia 2020: ACM Multimedia Asia, 2020

Grounding Visual Concepts for Zero-Shot Event Detection and Event Captioning.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

High-Resolution Point Cloud Reconstruction from a Single Image by Redescription.
Proceedings of the 2020 IEEE International Conference on Multimedia & Expo Workshops, 2020

Consensus Achievement of Multi-agent Systems under Delayed State Information.
Proceedings of the 16th International Conference on Control, 2020

A Region Selection Model to Identify Unknown Unknowns in Image Datasets.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Adaptive Two-Dimensional Embedded Image Clustering.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
ACO-A*: Ant Colony Optimization Plus A* for 3-D Traveling in Environments With Dense Obstacles.
IEEE Trans. Evol. Comput., 2019

Distributed Cooperative Co-Evolution With Adaptive Computing Resource Allocation for Large Scale Optimization.
IEEE Trans. Evol. Comput., 2019

Large-Scale Robust Semisupervised Classification.
IEEE Trans. Cybern., 2019

Efficient discrete latent semantic hashing for scalable cross-modal retrieval.
Signal Process., 2019

Zero-shot event detection via event-adaptive concept relevance mining.
Pattern Recognit., 2019

Multi-modal graph regularization based class center discriminant analysis for cross modal retrieval.
Multim. Tools Appl., 2019

Coupled feature selection based semi-supervised modality-dependent cross-modal retrieval.
Multim. Tools Appl., 2019

Cross-media retrieval based on linear discriminant analysis.
Multim. Tools Appl., 2019

Graph steered discriminative projections based on collaborative representation for Image recognition.
Multim. Tools Appl., 2019

Hierarchical prediction based on two-level Gaussian mixture model clustering for bike-sharing system.
Knowl. Based Syst., 2019

Detecting the latent associations hidden in multi-source information for better group recommendation.
Knowl. Based Syst., 2019

Unsupervised cross-modal retrieval via Multi-modal graph regularized Smooth Matrix Factorization Hashing.
Knowl. Based Syst., 2019

Supervised graph regularization based cross media retrieval with intra and inter-class correlation.
J. Vis. Commun. Image Represent., 2019

Semantic consistency cross-modal dictionary learning with rank constraint.
J. Vis. Commun. Image Represent., 2019

Weighted locality collaborative representation based on sparse subspace.
J. Vis. Commun. Image Represent., 2019

Joint Graph Regularization in a Homogeneous Subspace for Cross-Media Retrieval.
J. Adv. Comput. Intell. Intell. Informatics, 2019

Multi-view face hallucination using SVD and a mapping model.
Inf. Sci., 2019

Adversarial cross-modal retrieval based on dictionary learning.
Neurocomputing, 2019

Semantic convex matrix factorisation for cross-media retrieval.
IET Image Process., 2019

A novel index system describing program runtime characteristics for workload consolidation.
Frontiers Comput. Sci., 2019

The extended marine underwater environment database and baseline evaluations.
Appl. Soft Comput., 2019

Merging user social network into the random walk model for better group recommendation.
Appl. Intell., 2019

Modal-Dependent Retrieval Based on Mid-Level Semantic Enhancement Space.
IEEE Access, 2019

Matching of 3D Model and Semantic Description via Multi-Modal Auxiliary Classifier Generative Adversarial Network With Autoencoder.
IEEE Access, 2019

Sparse Feature Learning With Label Information for Alzheimer's Disease Classification Based on Magnetic Resonance Imaging.
IEEE Access, 2019

Enabling Smart Anonymity Scheme for Security Collaborative Enhancement in Location-Based Services.
IEEE Access, 2019

Robust Image Watermarking Based on Two-Layer Visual Saliency-Induced JND Profile.
IEEE Access, 2019

KSVD-Based Multiple Description Image Coding.
IEEE Access, 2019

Orientation-Aware Saliency Guided JND Model for Robust Image Watermarking.
IEEE Access, 2019

Matrix Factorization for Personalized Recommendation With Implicit Feedback and Temporal Information in Social Ecommerce Networks.
IEEE Access, 2019

Multiple Description Coding Based on Convolutional Auto-Encoder.
IEEE Access, 2019

Self-Weighting Grading Biomarker Based on Graph-Guided Information Propagation for the Prediction of Mild Cognitive Impairment Conversion.
IEEE Access, 2019

Online Multi-modal Hashing with Dynamic Query-adaption.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Flexible Online Multi-modal Hashing for Large-scale Multimedia Retrieval.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Cross-Modal Transfer Hashing Based on Coherent Projection.
Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

Fusion-Supervised Deep Cross-Modal Hashing.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Sparse Manifold Embedded Hashing for Multimedia Retrieval.
Proceedings of the 35th IEEE International Conference on Data Engineering Workshops, 2019

KM ^3 SVM: A Efficient Min-Max Modular Support Vector Machine Based on Clustering.
Proceedings of the Artificial Intelligence and Security - 5th International Conference, 2019

Domain-Aware Unsupervised Cross-dataset Person Re-identification.
Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019

Zero-Shot Object Detection with Textual Descriptions.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
CEPTM: A Cross-Edge Model for Diverse Personalization Service and Topic Migration in MEC.
Wirel. Commun. Mob. Comput., 2018

A Dynamic Logistic Dispatching System With Set-Based Particle Swarm Optimization.
IEEE Trans. Syst. Man Cybern. Syst., 2018

Rank-Constrained Spectral Clustering With Flexible Embedding.
IEEE Trans. Neural Networks Learn. Syst., 2018

Two-Stream Multirate Recurrent Neural Network for Video-Based Pedestrian Reidentification.
IEEE Trans. Ind. Informatics, 2018

Set-Based Discrete Particle Swarm Optimization Based on Decomposition for Permutation-Based Multiobjective Combinatorial Optimization Problems.
IEEE Trans. Cybern., 2018

Consensus Conditions for Multi-Agent Systems Under Delayed Information.
IEEE Trans. Circuits Syst. II Express Briefs, 2018

Discriminative correlation hashing for supervised cross-modal retrieval.
Signal Process. Image Commun., 2018

UISTD: A Trust-Aware Model for Diverse Item Personalization in Social Sensing with Lower Privacy Intrusion.
Sensors, 2018

A Heuristic Model for Supporting Users' Decision-Making in Privacy Disclosure for Recommendation.
Secur. Commun. Networks, 2018

Adaptive reconstruction based multiple description coding with randomly offset quantizations.
Multim. Tools Appl., 2018

Cross-media retrieval with collective deep semantic learning.
Multim. Tools Appl., 2018

Joint graph regularization based modality-dependent cross-media retrieval.
Multim. Tools Appl., 2018

View-invariant gait recognition based on kinect skeleton feature.
Multim. Tools Appl., 2018

Semi-supervised modality-dependent cross-media retrieval.
Multim. Tools Appl., 2018

Joint feature selection and graph regularization for modality-dependent cross-modal retrieval.
J. Vis. Commun. Image Represent., 2018

Unsupervised multi-view feature extraction with dynamic graph learning.
J. Vis. Commun. Image Represent., 2018

Saliency detection based on directional patches extraction and principal local color contrast.
J. Vis. Commun. Image Represent., 2018

Saliency detection based on background seeds by object proposals and extended random walk.
J. Vis. Commun. Image Represent., 2018

Modality-Reconstructed Cross-Media Retrieval via Sparse Neural Networks Pre-Trained by Restricted Boltzmann Machines.
J. Adv. Comput. Intell. Intell. Informatics, 2018

A Cross-Media Retrieval Algorithm Based on Consistency Preserving of Collaborative Representation.
J. Adv. Comput. Intell. Intell. Informatics, 2018

Consensus problem in multi-agent systems under delayed information.
Neurocomputing, 2018

Graph regularised sparse NMF factorisation for imagery de-noising.
IET Comput. Vis., 2018

The formation control of multi-agent systems on a circle.
IEEE CAA J. Autom. Sinica, 2018

Collaborative operational fault tolerant control for stochastic distribution control system.
Autom., 2018

An improved MOEA/D design for many-objective optimization problems.
Appl. Intell., 2018

Task-Dependent and Query-Dependent Subspace Learning for Cross-Modal Retrieval.
IEEE Access, 2018

KATZMDA: Prediction of miRNA-Disease Associations Based on KATZ Model.
IEEE Access, 2018

2017
Cloudde: A Heterogeneous Differential Evolution Algorithm and Its Distributed Cloud Version.
IEEE Trans. Parallel Distributed Syst., 2017

Toward Fast Niching Evolutionary Algorithms: A Locality Sensitive Hashing-Based Approach.
IEEE Trans. Evol. Comput., 2017

Adaptive Multimodal Continuous Ant Colony Optimization.
IEEE Trans. Evol. Comput., 2017

A Maximal Clique Based Multiobjective Evolutionary Algorithm for Overlapping Community Detection.
IEEE Trans. Evol. Comput., 2017

Segment-Based Predominant Learning Swarm Optimizer for Large-Scale Optimization.
IEEE Trans. Cybern., 2017

Benchmarking Stochastic Algorithms for Global Optimization Problems by Visualizing Confidence Intervals.
IEEE Trans. Cybern., 2017

A two-stage learning approach to face recognition.
J. Vis. Commun. Image Represent., 2017

Cross-Media Retrieval Based on Query Modality and Semi-Supervised Regularization.
J. Adv. Comput. Intell. Intell. Informatics, 2017

JND-based Multiple Description Image Coding.
KSII Trans. Internet Inf. Syst., 2017

Consensus for high-order multi-agent systems with communication delay.
Sci. China Inf. Sci., 2017

Semi-supervised Distance Consistent Cross-modal Retrieval.
Proceedings of the Workshop on Visual Analysis in Smart and Connected Communities, 2017

Coupled feature selection for modality-dependent cross-media retrieval.
Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 2017

Cross-Media Semantic Matching via Sparse Neural Network Pre-trained by Deep Restricted Boltzmann Machines.
Proceedings of the Internet Multimedia Computing and Service, 2017

DLPDS: Learning Users' Information Sharing Behaviors for Privacy Default Setting in Recommender System.
Proceedings of the Cloud Computing and Security - Third International Conference, 2017

2016
A novel image retrieval method based on multi-trend structure descriptor.
J. Vis. Commun. Image Represent., 2016

Highly imbalanced classification using improved rotation forests.
Int. J. Wirel. Mob. Comput., 2016

Video hashing based on appearance and attention features fusion via DBN.
Neurocomputing, 2016

Hash length prediction for video hashing.
Proceedings of the 2016 IEEE International Conference on Multimedia & Expo Workshops, 2016

2015
MDC-Based Robust Stereo Video Coding Using ICP.
J. Inf. Hiding Multim. Signal Process., 2015

Imbalanced Web Spam Classification Using Self-labeled Techniques and Multi-classifier Models.
Proceedings of the Knowledge Science, Engineering and Management, 2015

2014
A locality correlation preserving support vector machine.
Pattern Recognit., 2014

A spectral clustering based ensemble pruning approach.
Neurocomputing, 2014

Semi-supervised Image Classification Learning Based on Random Feature Subspace.
Proceedings of the Pattern Recognition - 6th Chinese Conference, 2014

2013
A Multi-label Learning Approach Based on Mapping from Instance to Label.
Proceedings of the Pervasive Computing and the Networked World, 2013

2012
Transfer Learning from Unlabeled Data via Neural Networks.
Neural Process. Lett., 2012

Fast Nyström for Low Rank Matrix Approximation.
Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012

2011
Clustering Based Bagging Algorithm on Imbalanced Data Sets.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2011

Transfer Learning through Domain Adaptation.
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011

A Normal Distribution-Based Over-Sampling Approach to Imbalanced Data Classification.
Proceedings of the Advanced Data Mining and Applications - 7th International Conference, 2011

2010
Creating ensembles of classifiers via fuzzy clustering and deflection.
Fuzzy Sets Syst., 2010

SCTWC: An online semi-supervised clustering approach to topical web crawlers.
Appl. Soft Comput., 2010

2009
Semi-supervised fuzzy clustering: A kernel-based approach.
Knowl. Based Syst., 2009

2008
Adaptive evolutionary programming based on reinforcement learning.
Inf. Sci., 2008

An adaptive policy gradient in learning Nash equilibria.
Neurocomputing, 2008

Selection of kernel parameters for KNN.
Proceedings of the International Joint Conference on Neural Networks, 2008

A Novel Clusterer Ensemble Algorithm Based on Dynamic Cooperation.
Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

2007
A Fuzzy Approach to Ranking Hyperlinks.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

2006
A Momentum-Based Approach to Learning Nash Equilibria.
Proceedings of the Agent Computing and Multi-Agent Systems, 2006

A Novel P2P Information Clustering and Retrieval Mechanism.
Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006

2005
Fuzzy Reward Modeling for Run-Time Peer Selection in Peer-to-Peer Networks.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005


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