2025
Chaos-MLP: Chaotic Transform MLP-Like Architecture for Medical Images Multi-Label Recognition Task.
IEEE J. Biomed. Health Informatics, April, 2025
Fed-BSE: Federated Learning Based on Bayesian Selective Ensemble.
KSII Trans. Internet Inf. Syst., March, 2025
Partial Distribution Alignment via Adaptive Optimal Transport.
CoRR, March, 2025
BrainEnsemble: A Brain-Inspired Effective Ensemble Pruning Algorithm for Pattern Classification.
Cogn. Comput., February, 2025
Structural self-contrast learning based on adaptive weighted negative samples for facial expression recognition.
Vis. Comput., January, 2025
Global distilling framework with cognitive gravitation for multimodal emotion recognition.
Neurocomputing, 2025
Multi-label body constitution recognition via HWmixer-MLP for facial and tongue images.
Expert Syst. Appl., 2025
Multi-label body constitution recognition via dual transform MLP-like architecture using tongue images.
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025
2024
CFAN-SDA: Coarse-Fine Aware Network With Static-Dynamic Adaptation for Facial Expression Recognition in Videos.
IEEE Trans. Circuits Syst. Video Technol., December, 2024
Interpretable Tongue Constitution Recognition via Reshaped Wavelet Attention.
Int. J. Comput. Intell. Syst., December, 2024
Chaos-BBO: Chaos balanced butterfly optimizer with dynamic continuum chaotic strategies and its applications.
Clust. Comput., December, 2024
Modeling Hierarchical Structural Distance for Unsupervised Domain Adaptation.
IEEE Trans. Circuits Syst. Video Technol., September, 2024
An efficient semi-dynamic ensemble pruning method for facial expression recognition.
Multim. Tools Appl., September, 2024
Duck swarm algorithm: theory, numerical optimization, and applications.
Clust. Comput., August, 2024
From patch, sample to domain: Capture geometric structures for few-shot learning.
Pattern Recognit., April, 2024
TSRNet: Tongue image segmentation with global and local refinement.
Displays, January, 2024
Multi-label recognition of facial body constitution via MLP-like deep networks with non-equilibrium weight loss.
Biomed. Signal Process. Control., January, 2024
Cross-Domain Sample Relationship Learning for Facial Expression Recognition.
IEEE Trans. Multim., 2024
CDGT: Constructing diverse graph transformers for emotion recognition from facial videos.
Neural Networks, 2024
Learning Cognitive Features as Complementary for Facial Expression Recognition.
Int. J. Intell. Syst., 2024
Multi-geometry embedded transformer for facial expression recognition in videos.
Expert Syst. Appl., 2024
Speech Relationship Learning for Cross-Corpus Speech Emotion Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2024
2023
Heuristic objective for facial expression recognition.
Vis. Comput., October, 2023
MLP-Like Model With Convolution Complex Transformation for Auxiliary Diagnosis Through Medical Images.
IEEE J. Biomed. Health Informatics, September, 2023
Classifier subset selection based on classifier representation and clustering ensemble.
Appl. Intell., September, 2023
Multi-Relations Aware Network for In-the-Wild Facial Expression Recognition.
IEEE Trans. Circuits Syst. Video Technol., August, 2023
Multimodal and Multitask Learning with Additive Angular Penalty Focus Loss for Speech Emotion Recognition.
Int. J. Intell. Syst., 2023
2022
Graph-Based Visual-Semantic Entanglement Network for Zero-Shot Image Recognition.
IEEE Trans. Multim., 2022
Task-Coupling Elastic Learning for Physical Sign-Based Medical Image Classification.
IEEE J. Biomed. Health Informatics, 2022
What Can Knowledge Bring to Machine Learning? - A Survey of Low-shot Learning for Structured Data.
ACM Trans. Intell. Syst. Technol., 2022
Inner-Imaging Networks: Put Lenses Into Convolutional Structure.
IEEE Trans. Cybern., 2022
Deep non-negative tensor factorization with multi-way EMG data.
Neural Comput. Appl., 2022
Self-labeling with feature transfer for speech emotion recognition.
Knowl. Based Syst., 2022
Unsupervised Domain Adaptation via Deep Hierarchical Optimal Transport.
CoRR, 2022
2021
MVANet: Multi-Task Guided Multi-View Attention Network for Chinese Food Recognition.
IEEE Trans. Multim., 2021
Automatic Construction of Chinese Herbal Prescriptions From Tongue Images Using CNNs and Auxiliary Latent Therapy Topics.
IEEE Trans. Cybern., 2021
Multiple attentional pyramid networks for Chinese herbal recognition.
Pattern Recognit., 2021
Recommending prescription via tongue image to assist clinician.
Multim. Tools Appl., 2021
Augmenting features by relative transformation for small data.
Knowl. Based Syst., 2021
Multi-source Seq2seq guided by knowledge for Chinese healthcare consultation.
J. Biomed. Informatics, 2021
Duck swarm algorithm: a novel swarm intelligence algorithm.
CoRR, 2021
Fully-channel regional attention network for disease-location recognition with tongue images.
Artif. Intell. Medicine, 2021
Speech-T: Transducer for Text to Speech and Beyond.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
2020
Dynamic Objectives Learning for Facial Expression Recognition.
IEEE Trans. Multim., 2020
Modeling reverse thinking for machine learning.
Soft Comput., 2020
Transfer learning with deep convolutional neural network for constitution classification with face image.
Multim. Tools Appl., 2020
Cross domains adversarial learning for Chinese named entity recognition for online medical consultation.
J. Biomed. Informatics, 2020
Finding dense subgraphs with maximum weighted triangle density.
Inf. Sci., 2020
Stochastic region pooling: Make attention more expressive.
Neurocomputing, 2020
Erratum to: Relative manifold based semi-supervised dimensionality reduction.
Frontiers Comput. Sci., 2020
Learning competitive channel-wise attention in residual network with masked regularization and signal boosting.
Expert Syst. Appl., 2020
Semantic Graph-enhanced Visual Network for Zero-shot Learning.
CoRR, 2020
Grouping attributes zero-shot learning for tongue constitution recognition.
Artif. Intell. Medicine, 2020
Correction to: Facial expression recognition sensing the complexity of testing samples.
Appl. Intell., 2020
Multi-Channel EEG Based Emotion Recognition Using Temporal Convolutional Network and Broad Learning System.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020
2019
Convolutional herbal prescription building method from multi-scale facial features.
Multim. Tools Appl., 2019
Natural tongue physique identification using hybrid deep learning methods.
Multim. Tools Appl., 2019
RTCRelief-F: an effective clustering and ordering-based ensemble pruning algorithm for facial expression recognition.
Knowl. Inf. Syst., 2019
Semi-supervised dimensionality reduction based on local estimation error.
Int. J. High Perform. Comput. Netw., 2019
Inner-Imaging Convolutional Networks.
CoRR, 2019
Multilevel and Multiscale Feature Aggregation in Deep Networks for Facial Constitution Classification.
Comput. Math. Methods Medicine, 2019
Complexity perception classification method for tongue constitution recognition.
Artif. Intell. Medicine, 2019
Graph-based dynamic ensemble pruning for facial expression recognition.
Appl. Intell., 2019
Sample awareness-based personalized facial expression recognition.
Appl. Intell., 2019
Facial expression recognition sensing the complexity of testing samples.
Appl. Intell., 2019
2018
Cognitive Gravity Model Based Semi-Supervised Dimension Reduction.
Neural Process. Lett., 2018
Conceptualization topic modeling.
Multim. Tools Appl., 2018
Deep-learning-based face detection using iterative bounding-box regression.
Multim. Tools Appl., 2018
MRMR-based ensemble pruning for facial expression recognition.
Multim. Tools Appl., 2018
Label-indicator morpheme growth on LSTM for Chinese healthcare question department classification.
J. Biomed. Informatics, 2018
Chinese Herbal Recognition based on Competitive Attentional Fusion of Multi-hierarchies Pyramid Features.
CoRR, 2018
Competitive Inner-Imaging Squeeze and Excitation for Residual Network.
CoRR, 2018
Tongue image constitution recognition based on Complexity Perception method.
CoRR, 2018
Facial Expression Recognition Based on Complexity Perception Classification Algorithm.
CoRR, 2018
Automatic construction of Chinese herbal prescription from tongue image via convolution networks and auxiliary latent therapy topics.
CoRR, 2018
Supervised Deep Hashing for Hierarchical Labeled Data.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Cognitive gravitation model-based relative transformation for classification.
Soft Comput., 2017
Ensemble softmax regression model for speech emotion recognition.
Multim. Tools Appl., 2017
Cognitive facial expression recognition with constrained dimensionality reduction.
Neurocomputing, 2017
Conceptualization Topic Modeling.
CoRR, 2017
Ensemble of Deep Neural Networks with Probability-Based Fusion for Facial Expression Recognition.
Cogn. Comput., 2017
Deep Convolutional Neural Networks for Classifying Body Constitution Based on Face Image.
Comput. Math. Methods Medicine, 2017
Random Deep Belief Networks for Recognizing Emotions from Speech Signals.
Comput. Intell. Neurosci., 2017
S2JSD-LSH: A Locality-Sensitive Hashing Schema for Probability Distributions.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2015
Emotion recognition using semi-supervised feature selection with speaker normalization.
Int. J. Speech Technol., 2015
Weighted spectral features based on local Hu moments for speech emotion recognition.
Biomed. Signal Process. Control., 2015
An ensemble convolutional echo state networks for facial expression recognition.
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015
2014
Local and Global Preserving Semisupervised Dimensionality Reduction Based on Random Subspace for Cancer Classification.
IEEE J. Biomed. Health Informatics, 2014
Integrating local and global topological structures for semi-supervised dimensionality reduction.
Soft Comput., 2014
Multiple perceptual neighborhoods-based feature construction for pattern classification.
Neurocomputing, 2014
Relative manifold based semi-supervised dimensionality reduction.
Frontiers Comput. Sci., 2014
Perceptual relativity-based semi-supervised dimensionality reduction algorithm.
Appl. Soft Comput., 2014
2013
Cognitive gravitation model for classification on small noisy data.
Neurocomputing, 2013
Random subspace evidence classifier.
Neurocomputing, 2013
Performing classification using all kinds of distances as evidences.
Proceedings of the IEEE 12th International Conference on Cognitive Informatics and Cognitive Computing, 2013
2012
Perceptual relativity-based local hyperplane classification.
Neurocomputing, 2012
2011
A modified support vector machine and its application to image segmentation.
Image Vis. Comput., 2011
Penalty-based cluster validity index for class discovery from cancer data.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011
PSEFminer: A new probabilistic subspace ensemble framework for cancer microarray data analysis.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011
Neural gas based cluster ensemble algorithm and its application to cancer data.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011
Relative nearest neighbors for classification.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011
Enhanced supervised locality preserving projections for face recognition.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011
Classifying Categorical Data by Rule-Based Neighbors.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011
Relative Local Mean Classifier with Optimized Decision Rule.
Proceedings of the Seventh International Conference on Computational Intelligence and Security, 2011
2010
Locally Centralizing Samples for Nearest Neighbors.
Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010
Local Class Boundaries for Support Vector Machine.
Proceedings of the Life System Modeling and Intelligent Computing, 2010
Perceptual nearest neighbors for classification.
Proceedings of the Fifth International Conference on Bio-Inspired Computing: Theories and Applications, 2010
Modeling Gestalt laws for classification.
Proceedings of the 9th IEEE International Conference on Cognitive Informatics, 2010
2009
Local relative transformation with application to isometric embedding.
Pattern Recognit. Lett., 2009
Authors response to 'A comment on "Using locally estimated geodesic distance to optimize neighborhood graph for isometric data embedding"'.
Pattern Recognit., 2009
Relative transformation-based neighborhood optimization for isometric embedding.
Neurocomputing, 2009
2008
Using locally estimated geodesic distance to optimize neighborhood graph for isometric data embedding.
Pattern Recognit., 2008
Kernel relative transformation with applications to enhancing locally linear embedding.
Proceedings of the International Joint Conference on Neural Networks, 2008
2007
Improved Locally Linear Embedding by Cognitive Geometry.
Proceedings of the Life System Modeling and Simulation, International Conference, 2007
Using Graph Algebra to Optimize Neighborhood for Isometric Mapping.
Proceedings of the IJCAI 2007, 2007
2006
Clustering-based Locally Linear Embedding.
Proceedings of the IEEE International Conference on Systems, 2006
Globalizing Local Neighborhood for Locally Linear Embedding.
Proceedings of the IEEE International Conference on Systems, 2006
Performing Text Categorization on Manifold.
Proceedings of the IEEE International Conference on Systems, 2006
Performing Locally Linear Embedding with Adaptable Neighborhood Size on Manifold.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006
Generating Creative Ideas Through Patents.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006
Clustering-Based Nonlinear Dimensionality Reduction on Manifold.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006
Ontology-Based Similarity Between Text Documents on Manifold.
Proceedings of the Semantic Web, 2006
2001
Theoretical analysis of creative methods.
Proceedings of the IEEE International Conference on Systems, 2001
A self-optimizing approach for knowledge acquisition with adaptively incremental sampling.
Proceedings of the IEEE International Conference on Systems, 2001
2000
An evolution model for the creative design.
Proceedings of the IEEE International Conference on Systems, 2000
An integrated creative reminding algorithm.
Proceedings of the IEEE International Conference on Systems, 2000
A novel self-optimizing approach for knowledge acquisition.
Proceedings of the IEEE International Conference on Systems, 2000