2024
RASNet: Renal automatic segmentation using an improved U-Net with multi-scale perception and attention unit.
Pattern Recognit., 2024
Instantaneous estimation of momentary affective responses using neurophysiological signals and a spatiotemporal emotional intensity regression network.
Neural Networks, 2024
MPSA: Multi-Position Supervised Soft Attention-based convolutional neural network for histopathological image classification.
Expert Syst. Appl., 2024
A novel Nine-SequenceNet with attention for liver histopathological classification.
Biomed. Signal Process. Control., 2024
Prognosis prediction based on liver histopathological image via graph deep learning and transformer.
Appl. Soft Comput., 2024
2023
Medical image contrast enhancement based on improved sparrow search algorithm.
Int. J. Imaging Syst. Technol., January, 2023
S2S-ARSNet: Sequence-to-Sequence automatic renal segmentation network.
Biomed. Signal Process. Control., 2023
2022
ECG signal classification via combining hand-engineered features with deep neural network features.
Multim. Tools Appl., 2022
A multi-label feature selection method based on an approximation of interaction information.
Intell. Data Anal., 2022
Identification of human mental workload levels in a language comprehension task with imbalance neurophysiological data.
Comput. Methods Programs Biomed., 2022
Identification of mental fatigue levels in a language understanding task based on multi-domain EEG features and an ensemble convolutional neural network.
Biomed. Signal Process. Control., 2022
Multi-domain Feature Fusion Neural Network for Electrocardiogram Classification.
Proceedings of the Neural Information Processing - 29th International Conference, 2022
2021
UUnet: An effective cascade Unet for automatic segmentation of renal parenchyma.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
2020
Feature Selection for Neural Networks Using Group Lasso Regularization.
IEEE Trans. Knowl. Data Eng., 2020
Image steganalysis based on convolutional neural network and feature selection.
Concurr. Comput. Pract. Exp., 2020
Selecting transferrable neurophysiological features for inter-individual emotion recognition via a shared-subspace feature elimination approach.
Comput. Biol. Medicine, 2020
Class Balanced Loss for Image Classification.
IEEE Access, 2020
An Improved Dice Loss for Pneumothorax Segmentation by Mining the Information of Negative Areas.
IEEE Access, 2020
Multi-Label ECG Signal Classification Based on Ensemble Classifier.
IEEE Access, 2020
A CNN Model for Herb Identification Based on Part Priority Attention Mechanism.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020
2019
Individual-Specific Classification of Mental Workload Levels Via an Ensemble Heterogeneous Extreme Learning Machine for EEG Modeling.
Symmetry, 2019
Study on Unsupervised Feature Selection Method Based on Extended Entropy.
Comput. Informatics, 2019
2018
Development and Application of Big Data Platform for "Bohai granary".
Wirel. Pers. Commun., 2018
Chinese materia medica resource images screening method study.
Multim. Tools Appl., 2018
Improving multi-label classification using scene cues.
Multim. Tools Appl., 2018
A novel conjugate gradient method with generalized Armijo search for efficient training of feedforward neural networks.
Neurocomputing, 2018
A New Parameter Identification Method for Type-1 TS Fuzzy Neural Network.
Proceedings of the Advances in Neural Networks - ISNN 2018, 2018
2017
A parallel feature selection method study for text classification.
Neural Comput. Appl., 2017
Convergence Analysis of Caputo-Type Fractional Order Complex-Valued Neural Networks.
IEEE Access, 2017
An Improved Conjugate Gradient Neural Networks Based on a Generalized Armijo Search Method.
Proceedings of the Neural Information Processing - 24th International Conference, 2017
Large Scale Image Classification Based on CNN and Parallel SVM.
Proceedings of the Neural Information Processing - 24th International Conference, 2017
2016
Traffic Congestion Forecasting Based on Possibility Theory.
Int. J. Intell. Transp. Syst. Res., 2016
Large Scale Image Steganalysis Based on MapReduce.
Proceedings of the Advances in Neural Networks - ISNN 2016, 2016
2015
Large Scale Text Clustering Method Study Based on MapReduce.
Proceedings of the Advances in Neural Networks - ISNN 2015, 2015
2014
A parallel clustering method combined information bottleneck theory and centroid-based clustering.
J. Supercomput., 2014
Traffic Flow Forecasting Based on Combination of Multidimensional Scaling and SVM.
Int. J. Intell. Transp. Syst. Res., 2014
Data intensive parallel feature selection method study.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
2009
Traffic congestion identification by combining PCA with higher-order Boltzmann machine.
Neural Comput. Appl., 2009
Software Integration Solution Design and Implementation Based on VINCA and GT4.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009
2008
Real Urban Traffic Flow Chaotic Phase Space Study.
Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems, 2008
Short-term traffic flow forecasting based on clustering and feature selection.
Proceedings of the International Joint Conference on Neural Networks, 2008
Study on a New Traffic Flow Forecasting Method.
Proceedings of the Fourth International Conference on Natural Computation, 2008
2007
Apply Feature Selection to the Integration of TCM and Western Medicine.
Proceedings of the International Joint Conference on Neural Networks, 2007
Unsupervised High Order Boltzmann Machine and Its Application on Medicine.
Proceedings of the Third International Conference on Natural Computation, 2007
2006
Differentiation of Syndromes with SVM.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006
2005
Multilevel Neural Network to Diagnosis Procedure of Traditional Chinese Medicine.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005