Kaijian Xia

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 64

Top Topics

Special Section

Image Segmentation

Fuzzy Clustering

Top Venues

J. Medical Imaging Health Informatics

J. Intell. Fuzzy Syst.

J. Ambient Intell. Humaniz. Comput.

Publications

Benfei Zhang, Li-Jun Huang, Jie Wang, Li Zhang, Yue Wu, Yizhang Jiang, Kaijian Xia
Semi-supervised fuzzy C means based on membership integration mechanism and its application in brain infarction lesion segmentation in DWI images. J. Intell. Fuzzy Syst. 46 (1) (2024)
Yaping Zhao, Yizhang Jiang, Zhenyu Qian, Lei Nie, Kaijian Xia
Hippocampus Segmentation with Transformer-UNet Fusion and Squeeze-And-Excitation Block. ICIC (LNBI 2) (2024)
Zhenyu Qian, Zhou Hong, Yaping Zhao, Lei Nie, Yizhang Jiang, Kaijian Xia
Deep Multi-scale Subspace Clustering Based on Bayesian Optimization. ICIC (LNBI 2) (2024)
Yixin Huang, Yiqi Jin, Ke Tao, Kaijian Xia, Jianfeng Gu, Lei Yu, Lan Du, Cunjian Chen
MTS-Net: Dual-Enhanced Positional Multi-Head Self-Attention for 3D CT Diagnosis of May-Thurner Syndrome. CoRR (2024)
Zhen Zhao, Joon Huang Chuah, Chee-Onn Chow, Kaijian Xia, Yee-Kai Tee, Yan Chai Hum, Khin Wee Lai
Machine learning approaches in comparative studies for Alzheimer's diagnosis using 2D MRI slices. Turkish J. Electr. Eng. Comput. Sci. 32 (1) (2024)
Nur Haninie Abd Wahab, Khairunnisa Hasikin, Khin Wee Lai, Kaijian Xia, Lulu Bei, Kai Huang, Xiang Wu
Systematic review of predictive maintenance and digital twin technologies challenges, opportunities, and best practices. PeerJ Comput. Sci. 10 (2024)
Yuteng Xiao, Kaijian Xia, Hongsheng Yin, Yu-Dong Zhang, Zhenjiang Qian, Zhaoyang Liu, Yuehan Liang, Xiaodan Li
AFSTGCN: Prediction for multivariate time series using an adaptive fused spatial-temporal graph convolutional network. Digit. Commun. Networks 10 (2) (2024)
Benfei Zhang, Yizhang Jiang, Kaijian Xia
Interclass Balance Factor-Based Membership Fusion Semi-Supervised Fuzzy Clustering Algorithm for Lesion Segmentation in Cerebral Infarction Images. IEEE Access 12 (2024)
Bailin Lv, Sijia Wang, Kaijian Xia, Yizhang Jiang
Multiview collaboration learning classification model of stock data based on view weighting mechanism. J. Intell. Fuzzy Syst. 45 (4) (2023)
Zhaoyang Liu, Kun Fu, Hongsheng Yin, Kaijian Xia, Yuteng Xiao, Honglei Wang, Gangshen Li
A) sites from RNA transcriptomes using the twin support vector machines. J. Ambient Intell. Humaniz. Comput. 14 (5) (2023)
Siyuan Lu, Kaijian Xia, Shui-Hua Wang
Diagnosis of cerebral microbleed via VGG and extreme learning machine trained by Gaussian map bat algorithm. J. Ambient Intell. Humaniz. Comput. 14 (5) (2023)
Peng Peng, Danping Wu, Fei-Chi Han, Li-Jun Huang, Zhenlin Wei, Jie Wang, Yizhang Jiang, Kaijian Xia
Segmentation of breast molybdenum target image lesions based on semi-supervised fuzzy clustering. J. Intell. Fuzzy Syst. 44 (6) (2023)
Zhenjiang Qian, Rui Xia, Gaofei Sun, Xiaoshuang Xing, Kaijian Xia
A measurable refinement method of design and verification for micro-kernel operating systems in communication network. Digit. Commun. Networks 9 (5) (2023)
Yuanpeng Zhang, Kaijian Xia, Yizhang Jiang, Pengjiang Qian, Weiwei Cai, Chengyu Qiu, Khin Wee Lai, Dongrui Wu
Multi-Modality Fusion & Inductive Knowledge Transfer Underlying Non-Sparse Multi-Kernel Learning and Distribution Adaption. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (4) (2023)
Yi Gu, Kaijian Xia, Khin Wee Lai, Yizhang Jiang, Pengjiang Qian, Xiaoqing Gu
Transferable Takagi-Sugeno-Kang Fuzzy Classifier With Multi-Views for EEG-Based Driving Fatigue Recognition in Intelligent Transportation. IEEE Trans. Intell. Transp. Syst. 24 (12) (2023)
Ching Wai Yong, Kareen Teo, Belinda Pingguan-Murphy, Yan Chai Hum, Yee-Kai Tee, Kaijian Xia, Khin Wee Lai
Knee osteoarthritis severity classification with ordinal regression module. Multim. Tools Appl. 81 (29) (2022)
Zhaoyang Liu, Yuteng Xiao, Hongsheng Yin, Xiaodan Li, Shutao Chen, Kaijian Xia, Lin Zhang
BDBB: A Novel Beta-Distribution-Based Biclustering Algorithm for Revealing Local Co-Methylation Patterns in Epi-Transcriptome Profiling Data. IEEE J. Biomed. Health Informatics 26 (6) (2022)
Adyasha Rath, Debahuti Mishra, Ganapati Panda, Suresh Chandra Satapathy, Kaijian Xia
Improved heart disease detection from ECG signal using deep learning based ensemble model. Sustain. Comput. Informatics Syst. 35 (2022)
Kaijian Xia, Qinghua Zhou, Yizhang Jiang, Bo Chen, Xiaoqing Gu
Deep residual neural network based image enhancement algorithm for low dose CT images. Multim. Tools Appl. 81 (25) (2022)
Kaijian Xia, Wenbing Zhao, Alireza Jolfaei, M. Tamer Özsu
Introduction To The Special Section On Edge/Fog Computing For Infectious Disease Intelligence. ACM Trans. Internet Techn. 22 (3) (2022)
Xiaoqing Gu, Kaijian Xia, Yizhang Jiang, Alireza Jolfaei
Multi-task Fuzzy Clustering-Based Multi-task TSK Fuzzy System for Text Sentiment Classification. ACM Trans. Asian Low Resour. Lang. Inf. Process. 21 (2) (2022)
Kaijian Xia, Xiaoqing Gu, Bo Chen
Cross-Dataset Transfer Driver Expression Recognition via Global Discriminative and Local Structure Knowledge Exploitation in Shared Projection Subspace. IEEE Trans. Intell. Transp. Syst. 22 (3) (2021)
Kaijian Xia, Yizhang Jiang, Yudong Zhang, Wen Si
Guest Editorial: Advanced Machine-Learning Methods for Brain-Machine Interfacing or Brain-Computer Interfacing. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (5) (2021)
Yong Jin, Jia Xu, Sixu Wu, Lijie Xu, Dejun Yang, Kaijian Xia
Bus network assisted drone scheduling for sustainable charging of wireless rechargeable sensor network. J. Syst. Archit. 116 (2021)
Yuwen Tao, Yizhang Jiang, Kaijian Xia, Jing Xue, Leyuan Zhou, Pengjiang Qian
Classification of EEG signals in epilepsy using a novel integrated TSK fuzzy system. J. Intell. Fuzzy Syst. 40 (3) (2021)
Tongguang Ni, Yang Ding, Jing Xue, Kaijian Xia, Xiaoqing Gu, Yizhang Jiang
Local Constraint and Label Embedding Multi-layer Dictionary Learning for Sperm Head Classification. ACM Trans. Multim. Comput. Commun. Appl. 17 (3s) (2021)
Shan Zhong, Meng Wei, Shengrong Gong, Kaijian Xia, Yuchen Fu, Qiming Fu, Hongsheng Yin
Behavior Prediction for Unmanned Driving Based on Dual Fusions of Feature and Decision. IEEE Trans. Intell. Transp. Syst. 22 (6) (2021)
Yizhang Jiang, Kaijian Xia
Advanced Emerging Computational Intelligence Technology for Medical Image and Health Informatics. J. Medical Imaging Health Informatics 11 (6) (2021)
Shan Zhong, Zongming Bao, Shengrong Gong, Kaijian Xia
Person Reidentification Based on Pose-Invariant Feature and B-KNN Reranking. IEEE Trans. Comput. Soc. Syst. 8 (5) (2021)
Yuteng Xiao, Hongsheng Yin, Tianhong Duan, Honggang Qi, Yudong Zhang, Alireza Jolfaei, Kaijian Xia
An Intelligent prediction model for UCG state based on dual-source LSTM. Int. J. Mach. Learn. Cybern. 12 (11) (2021)
Yuanpeng Zhang, Shuihua Wang, Kaijian Xia, Yizhang Jiang, Pengjiang Qian
Alzheimer's disease multiclass diagnosis via multimodal neuroimaging embedding feature selection and fusion. Inf. Fusion 66 (2021)
Xiang Wu, Kaijian Xia
A Special Section on The Development and Application of Medical Data Processing and Security Sharing Technology. J. Medical Imaging Health Informatics 11 (3) (2021)
Chenxi Huang, Hao Wang, Dong Guo, Guokai Zhang, Gaowei Xu, Wen Zhou, Yongqiang Cheng, Yonghong Peng, Kaijian Xia, Fan Lin
A dynamic priority strategy for IoV data scheduling towards key data. J. Supercomput. 77 (2) (2021)
Kaijian Xia, Yuanpeng Zhang, Yizhang Jiang, Pengjiang Qian, Jiancheng Dong, Hongsheng Yin, Raymond F. Muzic Jr.
TSK Fuzzy System for Multi-View Data Discovery Underlying Label Relaxation and Cross-Rule & Cross-View Sparsity Regularizations. IEEE Trans. Ind. Informatics 17 (5) (2021)
Lei Hua, Jing Xue, Kaijian Xia, Leyuan Zhou, Pengjiang Qian, Yizhang Jiang
An Automatic Magnetic Resonance Brain Image Segmentation Method Using a Multitask Weighted Fuzzy Clustering Algorithm. J. Medical Imaging Health Informatics 11 (8) (2021)
Bo Li, Jing Xue, Kaijian Xia, Leyuan Zhou, Pengjiang Qian, Yizhang Jiang
An Auto-Contouring Method for Kidney Using a Novel Semi-Supervised Leaning Extreme Learning Machine Method. J. Medical Imaging Health Informatics 11 (8) (2021)
Xiang Yu, Kaijian Xia, Yudong Zhang
DisepNet for breast abnormality recognition. Comput. Electr. Eng. 90 (2021)
Kaijian Xia, Tongguang Ni, Hongsheng Yin, Bo Chen
Cross-Domain Classification Model With Knowledge Utilization Maximization for Recognition of Epileptic EEG Signals. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (1) (2021)
Kaijian Xia, Xiang Wu, Yaqing Mao, Huanhuan Wang
Secure DNA Motif-Finding Method Based on Sampling Candidate Pruning. ACM Trans. Internet Techn. 21 (3) (2021)
Yuteng Xiao, Hongsheng Yin, Kaijian Xia, Yundong Zhang, Honggang Qi
Utilization of CNN-LSTM Model in Prediction of Multivariate Time Series for UCG. ML4CS (3) (2020)
Kaijian Xia, Tao Hu, Wen Si
Research on Parallel Deep Learning for Heterogeneous Computing Architecture. J. Grid Comput. 18 (2) (2020)
Kaijian Xia, Xiaoqing Gu, Yudong Zhang
Oriented grouping-constrained spectral clustering for medical imaging segmentation. Multim. Syst. 26 (1) (2020)
Kaijian Xia, Shengrong Gong, Wen Si, Yuexin Li
A Special Section on Computer-Aided Diagnosis of Coronary Artery Diseases. J. Medical Imaging Health Informatics 10 (2) (2020)
Yizhang Jiang, Anqi Bi, Kaijian Xia, Jing Xue, Pengjiang Qian
Exemplar-based data stream clustering toward Internet of Things. J. Supercomput. 76 (4) (2020)
Shan Zhong, Qiming Fu, Kaijian Xia, Shengrong Gong, Yufeng Yao
Online model-learning algorithm from samples and trajectories. J. Ambient Intell. Humaniz. Comput. 11 (2) (2020)
Kaifa Zhao, Yizhang Jiang, Kaijian Xia, Leyuan Zhou, Yangyang Chen, Ke Xu, Pengjiang Qian
View-collaborative fuzzy soft subspace clustering for automatic medical image segmentation. Multim. Tools Appl. 79 (13-14) (2020)
Kaijian Xia, Hongsheng Yin, Yong Jin, Shi Qiu, Hongru Zhao
Cross-Domain Brain CT Image Smart Segmentation via Shared Hidden Space Transfer FCM Clustering. ACM Trans. Multim. Comput. Commun. Appl. 16 (Special) (2020)
Jie Zhang, Yintao Zhou, Kaijian Xia, Yizhang Jiang, Yuan Liu
A novel automatic image segmentation method for Chinese literati paintings using multi-view fuzzy clustering technology. Multim. Syst. 26 (1) (2020)
Xin Song, Pengjiang Qian, Jiamin Zheng, Yizhang Jiang, Kaijian Xia, Bryan J. Traughber, Dongrui Wu, Raymond F. Muzic Jr.
mDixon-based synthetic CT generation via transfer and patch learning. Pattern Recognit. Lett. 138 (2020)
Hongbin Yu, Kaijian Xia, Yizhang Jiang, Pengjiang Qian
Fréchet mean-based Grassmann discriminant analysis. Multim. Syst. 26 (1) (2020)
Yizhang Jiang, Kaifa Zhao, Kaijian Xia, Jing Xue, Leyuan Zhou, Yang Ding, Pengjiang Qian
A Novel Distributed Multitask Fuzzy Clustering Algorithm for Automatic MR Brain Image Segmentation. J. Medical Syst. 43 (5) (2019)
Kaijian Xia, Tao Hu, Wen Si
Editorial for the special issue on "Research on methods of multimodal information fusion in emotion recognition". Pers. Ubiquitous Comput. 23 (3-4) (2019)
Xiang Wu, Huanhuan Wang, Minyu Shi, Aming Wang, Kaijian Xia
DNA Motif Finding Method Without Protection Can Leak User Privacy. IEEE Access 7 (2019)
Qianyi Zhan, Yizhang Jiang, Kaijian Xia, Jing Xue, Wei Hu, Huangxing Lin, Yuan Liu
Epileptic EEG Detection Using a Multi-View Fuzzy Clustering Algorithm with Multi-Medoid. IEEE Access 7 (2019)
Jiaqi Zhu, Kang Li, Kaijian Xia, Xiaoqing Gu, Jing Xue, Shi Qiu, Yizhang Jiang, Pengjiang Qian
A Novel Double-Index-Constrained, Multi-View, Fuzzy-Clustering Algorithm and its Application for Detecting Epilepsy Electroencephalogram Signals. IEEE Access 7 (2019)
Kaijian Xia, Hongsheng Yin, Yudong Zhang
Deep Semantic Segmentation of Kidney and Space-Occupying Lesion Area Based on SCNN and ResNet Models Combined with SIFT-Flow Algorithm. J. Medical Syst. 43 (1) (2019)
Kaijian Xia, Hongsheng Yin, Pengjiang Qian, Yizhang Jiang, Shuihua Wang
Liver Semantic Segmentation Algorithm Based on Improved Deep Adversarial Networks in Combination of Weighted Loss Function on Abdominal CT Images. IEEE Access 7 (2019)
Hongbin Yu, Hongtao Lu, Shuihua Wang, Kaijian Xia, Yizhang Jiang, Pengjiang Qian
A General Common Spatial Patterns for EEG Analysis With Applications to Vigilance Detection. IEEE Access 7 (2019)
Kaijian Xia, Hongsheng Yin
Liver Detection Algorithm Based on an Improved Deep Network Combined With Edge Perception. IEEE Access 7 (2019)
Zhihua Lu, Lei Wang, Kaijian Xia, Heng Jiang, Xiaoyan Weng, Jianlong Jiang, Mei Wu
Prediction of Clinical Pathologic Prognostic Factors for Rectal Adenocarcinoma: Volumetric Texture Analysis Based on Apparent Diffusion Coefficient Maps. J. Medical Syst. 43 (12) (2019)
Ke Xu, Jiawei Cao, Kaijian Xia, Huan Yang, Junqing Zhu, Chunying Wu, Yizhang Jiang, Pengjiang Qian
Multichannel Residual Conditional GAN-Leveraged Abdominal Pseudo-CT Generation via Dixon MR Images. IEEE Access 7 (2019)
Hongsheng Yin, Mengyang Xue, Yuteng Xiao, Kaijian Xia, Guofang Yu
Intrusion Detection Classification Model on an Improved k-Dependence Bayesian Network. IEEE Access 7 (2019)
Yizhang Jiang, Jing Xue, Rong Wang, Kaijian Xia, Xiaoqing Gu, Jiaqi Zhu, Li Liu, Pengjiang Qian
Seizure Recognition Using a Novel Multitask Radial Basis Function Neural Network. J. Medical Imaging Health Informatics 9 (9) (2019)
Yong Jin, Jian Cai, Huan Dai, Kaijian Xia, Ping Xu
Lightweight QoE Driven and Invulnerability Guarantee Opportunistic Control Scheme for Wireless Sensor Networks. Int. J. Online Eng. 12 (8) (2016)
Yong Jin, Kaijian Xia
Channel Aware Cooperative FEC/ARQ Mechanism Based on Kalman Filter Prediction for Wireless Sensor Networks. Int. J. Online Eng. 10 (1) (2014)
Yong Jin, Kaijian Xia, Xiaogang Ren, Jian Cai, Hongchun Fan
Adaptive Opportunistic Cooperative Control Mechanism Based on Combination Forecasting and Multilevel Sensing Technology of Sensors for Mobile Internet of Things. J. Sensors 2014 (2014)
Kaijian Xia, Yue Wu, Xiaogang Ren, Yong Jin
Research in Clustering Algorithm for Diseases Analysis. J. Networks 8 (7) (2013)
Yufeng Yao, Jinyi Chang, Kaijian Xia
A Case of Parallel EEG Data Processing upon a Beowulf Cluster. ICPADS (2009)