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ORCIDLaurence T. Yang
Laurence Tianruo Yang
Person information
- affiliation: St. Francis Xavier University, Department of Computer Science, Antigonish, Canada
- affiliation (PhD 2006): University of Victoria, Canada
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2020 – today
- 2023
[j627]Sahil Garg, Jia Hu, Giancarlo Fortino, Laurence T. Yang, Mohsen Guizani, Xianjun Deng, Danda B. Rawat:
Deep reinforcement learning for next-generation IoT networks. Comput. Networks 228: 109760 (2023)- [j626]Shunli Zhang
, Laurence T. Yang, Yue Zhang, Xiaokang Zhou, Zongmin Cui:
Data-Driven System-Level Design Framework for Responsible Cyber-Physical-Social Systems. Computer 56(4): 80-91 (2023) - [j625]Rong Han, Zheng Yan, Xueqin Liang, Laurence T. Yang:
How Can Incentive Mechanisms and Blockchain Benefit with Each Other? A Survey. ACM Comput. Surv. 55(7): 136:1-136:38 (2023) - [j624]Jing Yang, Laurence T. Yang, Hao Wang, Yuan Gao, Yaliang Zhao, Xia Xie, Yan Lu:
Representation learning for knowledge fusion and reasoning in Cyber-Physical-Social Systems: Survey and perspectives. Inf. Fusion 90: 59-73 (2023) - [j623]Sushil Kumar Singh, Laurence T. Yang, Jong Hyuk Park:
FusionFedBlock: Fusion of blockchain and federated learning to preserve privacy in industry 5.0. Inf. Fusion 90: 233-240 (2023) - [j622]Junyu Lu, Laurence T. Yang, Bing Guo, Qiang Li, Hong Su, Gongliang Li:
Enhancing IoT Data and Semantic Interoperability Based on Entity Tree Embedding Under an Edge-Cloud Framework. IEEE Internet Things J. 10(4): 3322-3338 (2023) - [j621]Jingyu Cong, Xianpeng Wang, Chenggang Yan, Laurence T. Yang, Mianxiong Dong, Kaoru Ota:
CRB Weighted Source Localization Method Based on Deep Neural Networks in Multi-UAV Network. IEEE Internet Things J. 10(7): 5747-5759 (2023) - [j620]Hui Bai, Xixun Yu, Zheng Yan, Jialei Zhang, Laurence T. Yang:
VeriORouting: Verification on intelligent routing outsourced to the cloud. Inf. Sci. 633: 410-430 (2023) - [j619]Hui Zhu, Xiaohu Tang, Laurence Tianruo Yang, Chao Fu, Shuangrong Peng:
Key-value data collection and statistical analysis with local differential privacy. Inf. Sci. 640: 119058 (2023) - [j618]Jinhua Cui, Zhimin Zeng, Jianhang Huang, Weiqi Yuan, Laurence T. Yang:
Improving 3-D NAND SSD Read Performance by Parallelizing Read-Retry. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(3): 768-780 (2023) - [j617]Yong Tang, Xianjun Deng, Lingzhi Yi, Yunzhi Xia, Laurence T. Yang, Xiao Tang:
Collaborative Intelligent Confident Information Coverage Node Sleep Scheduling for 6G-Empowered Green IoT. IEEE Trans. Green Commun. Netw. 7(2): 1066-1077 (2023) - [j616]Yanchen Qiao, Weizhe Zhang, Zhicheng Tian, Laurence T. Yang, Yang Liu, Mamoun Alazab:
Adversarial ELF Malware Detection Method Using Model Interpretation. IEEE Trans. Ind. Informatics 19(1): 605-615 (2023) - [j615]Jing Yang, Laurence Tianruo Yang, Hao Wang, Yuan Gao:
Multirelational Tensor Graph Attention Networks for Knowledge Fusion in Smart Enterprise Systems. IEEE Trans. Ind. Informatics 19(1): 616-625 (2023) - [j614]Zhangwei Yu, Yan Liu, Guoqi Xie, Renfa Li, Siming Liu, Laurence T. Yang:
TCE-IDS: Time Interval Conditional Entropy- Based Intrusion Detection System for Automotive Controller Area Networks. IEEE Trans. Ind. Informatics 19(2): 1185-1195 (2023) - [j613]Yuan Gao, Laurence T. Yang, Jing Yang, Dehua Zheng, Yaliang Zhao:
Jointly Low-Rank Tensor Completion for Estimating Missing Spatiotemporal Values in Logistics Systems. IEEE Trans. Ind. Informatics 19(2): 1814-1822 (2023) - [j612]Yunzhi Xia, Xianjun Deng, Lingzhi Yi, Laurence T. Yang, Xiao Tang, Chenlu Zhu, Zhongping Tian:
AI-Driven and MEC-Empowered Confident Information Coverage Hole Recovery in 6G-Enabled IoT. IEEE Trans. Netw. Sci. Eng. 10(3): 1256-1269 (2023) - [j611]Weiguang Liu, Jinhua Cui, Tiantian Li, Junwei Liu, Laurence T. Yang:
A Space-Efficient Fair Cache Scheme Based on Machine Learning for NVMe SSDs. IEEE Trans. Parallel Distributed Syst. 34(1): 383-399 (2023) - [j610]Xiaokang Zhou, Wei Liang, Kevin I-Kai Wang, Zheng Yan, Laurence T. Yang, Wei Wei, Jianhua Ma, Qun Jin:
Decentralized P2P Federated Learning for Privacy-Preserving and Resilient Mobile Robotic Systems. IEEE Wirel. Commun. 30(2): 82-89 (2023) - [c275]Dehua Zheng, Xiaochen Zheng, Laurence T. Yang, Yuan Gao, Chenlu Zhu, Yiheng Ruan:
MFFN: Multi-view Feature Fusion Network for Camouflaged Object Detection. WACV 2023: 6221-6231 - [i9]Xiao Shen, Dewang Sun, Shirui Pan, Xi Zhou, Laurence T. Yang:
Neighbor Contrastive Learning on Learnable Graph Augmentation. CoRR abs/2301.01404 (2023) - [i8]Xianglong Zhang, Wei Wang, Peng Xu, Laurence T. Yang, Kaitai Liang:
High Recovery with Fewer Injections: Practical Binary Volumetric Injection Attacks against Dynamic Searchable Encryption. CoRR abs/2302.05628 (2023) - 2022
- [j609]Yanchen Qiao, Weizhe Zhang, Zhicheng Tian, Laurence T. Yang, Yang Liu, Mamoun Alazab:
Adversarial malware sample generation method based on the prototype of deep learning detector. Comput. Secur. 119: 102762 (2022) - [j608]Yinxue Yi, Zufan Zhang, Laurence T. Yang, Xiaokang Wang, Chenquan Gan:
Edge-aided control dynamics for information diffusion in social Internet of Things. Neurocomputing 485: 274-284 (2022) - [j607]Xianpeng Wang, Laurence T. Yang, Dandan Meng, Mianxiong Dong, Kaoru Ota, Huafei Wang:
Multi-UAV Cooperative Localization for Marine Targets Based on Weighted Subspace Fitting in SAGIN Environment. IEEE Internet Things J. 9(8): 5708-5718 (2022) - [j606]Junyu Lu, Laurence T. Yang, Bing Guo, Qiang Li, Hong Su, Gongliang Li, Jun Tang:
A Sustainable Solution for IoT Semantic Interoperability: Dataspaces Model via Distributed Approaches. IEEE Internet Things J. 9(10): 7228-7242 (2022) - [j605]Jun Feng, Laurence T. Yang, Xin Nie, Nicholaus J. Gati:
Edge-Cloud-Aided Differentially Private Tucker Decomposition for Cyber-Physical-Social Systems. IEEE Internet Things J. 9(11): 8387-8396 (2022) - [j604]Jing Yang, Laurence T. Yang, Hao Wang, Yuan Gao, Huazhong Liu, Xia Xie:
Tensor Graph Attention Network for Knowledge Reasoning in Internet of Things. IEEE Internet Things J. 9(12): 9128-9137 (2022) - [j603]Wei Feng, Zheng Yan, Laurence T. Yang, Qinghua Zheng:
Anonymous Authentication on Trust in Blockchain-Based Mobile Crowdsourcing. IEEE Internet Things J. 9(16): 14185-14202 (2022) - [j602]Cheng Dai, Xingang Liu, Hongqiang Cheng, Laurence T. Yang, M. Jamal Deen:
Compressing Deep Model With Pruning and Tucker Decomposition for Smart Embedded Systems. IEEE Internet Things J. 9(16): 14490-14500 (2022) - [j601]Siping Liu, Laurence Tianruo Yang, Xiaohan Tu, Renfa Li, Cheng Xu:
Lightweight Monocular Depth Estimation on Edge Devices. IEEE Internet Things J. 9(17): 16168-16180 (2022) - [j600]Wenhong Ma, Yan Liu, Guoqi Xie, Renfa Li, Laurence T. Yang:
Security-Aware CAN-FD Message Packing in Intelligent Automotive Cyber-Physical Systems. IEEE Internet Things J. 9(22): 22343-22356 (2022) - [j599]Xiaokang Wang, Laurence T. Yang, Lei Ren, Yihao Wang, M. Jamal Deen:
A Tensor-Based Computing and Optimization Model for Intelligent Edge Services. IEEE Netw. 36(1): 40-44 (2022) - [j598]Zheng Yan, Laurence T. Yang, Tieyan Li, Yoan Miche, Shui Yu, Stephen S. Yau:
Guest Editorial: Trust, Security and Privacy of 6G. IEEE Netw. 36(4): 100-102 (2022) - [j597]Qingchen Zhang, Laurence T. Yang, Zhikui Chen, Peng Li:
PPHOPCM: Privacy-Preserving High-Order Possibilistic c-Means Algorithm for Big Data Clustering with Cloud Computing. IEEE Trans. Big Data 8(1): 25-34 (2022) - [j596]Changqing Luo, Jinlong Ji, Xuhui Chen, Ming Li, Laurence T. Yang, Pan Li:
Parallel Secure Outsourcing of Large-Scale Nonlinearly Constrained Nonlinear Programming Problems. IEEE Trans. Big Data 8(2): 346-355 (2022) - [j595]Feng Zhao, Xiangyu Gui, Yafan Huang, Hai Jin, Laurence T. Yang:
Dynamic Entity-Based Named Entity Recognition Under Unconstrained Tagging Schemes. IEEE Trans. Big Data 8(4): 1059-1072 (2022) - [j594]Jinhua Cui, Weiguang Liu, Jianhang Huang, Laurence T. Yang:
ADS: Leveraging Approximate Data for Efficient Data Sanitization in SSDs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(6): 1771-1784 (2022) - [j593]Jinhua Cui, Cheng Liu, Junwei Liu, Jianhang Huang, Laurence T. Yang:
Exploiting Uncorrectable Data Reuse for Performance Improvement of Flash Memory. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(6): 1785-1798 (2022) - [j592]Yuanyuan He, Xinyu Tan, Jianbing Ni, Laurence T. Yang, Xianjun Deng:
Differentially Private Set Intersection for Asymmetrical ID Alignment. IEEE Trans. Inf. Forensics Secur. 17: 3479-3494 (2022) - [j591]Xiaokang Zhou, Xuesong Xu, Wei Liang, Zhi Zeng, Shohei Shimizu, Laurence T. Yang, Qun Jin:
Intelligent Small Object Detection for Digital Twin in Smart Manufacturing With Industrial Cyber-Physical Systems. IEEE Trans. Ind. Informatics 18(2): 1377-1386 (2022) - [j590]Jing Yang, Laurence Tianruo Yang, Yuan Gao, Huazhong Liu, Xia Xie:
An Incremental Boolean Tensor Factorization for Knowledge Reasoning in Artificial Intelligence of Things. IEEE Trans. Ind. Informatics 18(5): 3367-3376 (2022) - [j589]Puming Wang, Laurence Tianruo Yang, Jintao Li, Xue Li, Xiaokang Zhou:
RM2T2C: Retrospective Multivariate Multistep Transition Tensor Chain Model for User Mobility Pattern Prediction. IEEE Trans. Ind. Informatics 18(10): 6991-6999 (2022) - [j588]Cheng Dai, Xingang Liu, Hao Xu, Laurence Tianruo Yang, M. Jamal Deen:
Hybrid Deep Model for Human Behavior Understanding on Industrial Internet of Video Things. IEEE Trans. Ind. Informatics 18(10): 7000-7008 (2022) - [j587]Jun Feng, Laurence T. Yang, Ronghao Zhang, Weizhong Qiang, Jinjun Chen:
Privacy Preserving High-Order Bi-Lanczos in Cloud-Fog Computing for Industrial Applications. IEEE Trans. Ind. Informatics 18(10): 7009-7018 (2022) - [j586]Feng Zhao, Langjunqing Jin, Laurence T. Yang, Hai Jin:
Relation and Entropy Weight-Aware Knowledge Graph Embedding for Cloud Manufacturing. IEEE Trans. Ind. Informatics 18(12): 9047-9056 (2022) - [j585]Debin Liu, Laurence T. Yang, Ruonan Zhao, Jiawei Wang, Xia Xie:
Lightweight Tensor Deep Computation Model With Its Application in Intelligent Transportation Systems. IEEE Trans. Intell. Transp. Syst. 23(3): 2678-2687 (2022) - [j584]Ruonan Zhao, Laurence T. Yang, Debin Liu, Xianjun Deng, Yijun Mo:
A Tensor-Based Truthful Incentive Mechanism for Blockchain-Enabled Space-Air-Ground Integrated Vehicular Crowdsensing. IEEE Trans. Intell. Transp. Syst. 23(3): 2853-2862 (2022) - [j583]Syed Hassan Ahmed, Vincenzo Piuri, Laurence T. Yang, Wei Wei:
Guest Editorial Introduction to the Special Issue on Data Science for Intelligent Transportation Systems. IEEE Trans. Intell. Transp. Syst. 23(9): 16484-16491 (2022) - [j582]Yuanyuan He, Jianbing Ni, Laurence T. Yang, Wei Wei, Xianjun Deng, Deqing Zou, Syed Hassan Ahmed:
Differentially Private Tripartite Intelligent Matching Against Inference Attacks in Ride-Sharing Services. IEEE Trans. Intell. Transp. Syst. 23(11): 22583-22595 (2022) - [j581]Yuan Gao, Laurence T. Yang, Yaliang Zhao, Jing Yang:
Feature Extraction of High-dimensional Data Based on J-HOSVD for Cyber-Physical-Social Systems. ACM Trans. Manag. Inf. Syst. 13(3): 26:1-26:21 (2022) - [j580]Shenghao Liu, Bang Wang, Laurence T. Yang, Philip S. Yu:
HNF: Hybrid Neural Filtering Based on Centrality-Aware Random Walk for Personalized Recommendation. IEEE Trans. Netw. Sci. Eng. 9(3): 1056-1066 (2022) - [j579]Jiangang Shu, Weizhe Zhang, Ying Zhou, Zhengtao Cheng, Laurence T. Yang:
FLAS: Computation and Communication Efficient Federated Learning via Adaptive Sampling. IEEE Trans. Netw. Sci. Eng. 9(4): 2003-2014 (2022) - [j578]Shenghao Liu, Bang Wang, Xianjun Deng, Laurence T. Yang:
Self-Attentive Graph Convolution Network With Latent Group Mining and Collaborative Filtering for Personalized Recommendation. IEEE Trans. Netw. Sci. Eng. 9(5): 3212-3221 (2022) - [j577]Yaliang Zhao, Laurence T. Yang, Yiwen Zhang, Jiayu Sun, Xiaojing Wang, Chunchun Zhang, Guangming Zhang:
Tensor Train-Based Multiple Clusterings for Big Data in Cyber-Physical-Social Systems and Its Efficient Implementations. IEEE Trans. Netw. Sci. Eng. 9(6): 3896-3908 (2022) - [j576]Xiongtao Zhang, Xiaomin Zhu, Ji Wang, Weidong Bao, Laurence T. Yang:
DANCE: Distributed Generative Adversarial Networks with Communication Compression. ACM Trans. Internet Techn. 22(2): 50:1-50:32 (2022) - [j575]Debin Liu, Laurence T. Yang, Puming Wang, Ruonan Zhao, Qingchen Zhang:
TT-TSVD: A Multi-modal Tensor Train Decomposition with Its Application in Convolutional Neural Networks for Smart Healthcare. ACM Trans. Multim. Comput. Commun. Appl. 18(1s): 41:1-41:17 (2022) - [j574]Xianjun Deng, Yuan Tian, Lingzhi Yi, Laurence Tianruo Yang, Yunzhi Xia, Xiao Tang, Chenlu Zhu:
Resilient Deployment of Smart Nodes for Improving Confident Information Coverage in 5G IoT. ACM Trans. Sens. Networks 18(3): 44:1-44:21 (2022) - [j573]Erhe Yang, Fei Hao, Yixuan Yang, Carmen De Maio, Aziz Nasridinov, Geyong Min, Laurence T. Yang:
Incremental Entity Summarization With Formal Concept Analysis. IEEE Trans. Serv. Comput. 15(6): 3289-3303 (2022) - [c274]Laurence T. Yang, Beniamino Di Martino:
Message from High Performance Computing and Communications 2022. HPCC/DSS/SmartCity/DependSys 2022: liii - [c273]Laurence T. Yang, Yucong Duan:
Message from DIKW 2022 Steering Chairs. HPCC/DSS/SmartCity/DependSys 2022: lxxi - [c272]Laurence T. Yang, Jinjun Chen:
Message from Data Science and Systems 2022 Steering Chairs. HPCC/DSS/SmartCity/DependSys 2022: lxxvii - [c271]Sabine Roller, Peter Strazdins, Raphaël Couturier, Neda Ebrahimi Pour, Suzanne Michelle Shontz, Thomas Rauber, Gudula Rünger, Laurence T. Yang:
Message from the PDSEC-22 Workshop Chairs. IPDPS Workshops 2022: 816-817 - [c270]Zhimin Zeng, Xinyu Chen, Laurence T. Yang, Jinhua Cui:
IMRSim: A Disk Simulator for Interlaced Magnetic Recording Technology. NPC 2022: 267-273 - [c269]Shenghao Liu, Bang Wang, Bin Liu, Laurence T. Yang:
Multicommunity Graph Convolution Networks with Decision Fusion for Personalized Recommendation. PAKDD (3) 2022: 16-28 - [e55]Petros Nicopolitidis, Sudip Misra, Laurence T. Yang, Bernard P. Zeigler, Zhaolng Ning:
Advances in Computing, Informatics, Networking and Cybersecurity - A Book Honoring Professor Mohammad S. Obaidat's Significant Scientific Contributions. Lecture Notes in Networks and Systems 289, Springer 2022, ISBN 978-3-030-87048-5 [contents] - [i7]Zhimin Zeng, Xinyu Chen, Laurence T. Yang, Jinhua Cui:
IMRSim: A Disk Simulator for Interlaced Magnetic Recording Technology. CoRR abs/2206.14368 (2022) - [i6]Dehua Zheng, Xiaochen Zheng, Laurence T. Yang, Yuan Gao, Chenlu Zhu, Yiheng Ruan:
MFFN: Multi-view Feature Fusion Network for Camouflaged Object Detection. CoRR abs/2210.06361 (2022) - 2021
- [j572]Hang Yu, Laurence T. Yang, Xiangchao Fan, Qingchen Zhang:
A deep residual computation model for heterogeneous data learning in smart Internet of Things. Appl. Soft Comput. 107: 107361 (2021) - [j571]Jingwen Wang, Xuyang Jing, Zheng Yan, Yulong Fu, Witold Pedrycz, Laurence T. Yang:
A Survey on Trust Evaluation Based on Machine Learning. ACM Comput. Surv. 53(5): 107:1-107:36 (2021) - [j570]Mohammad Mehedi Hassan, Giancarlo Fortino, Laurence T. Yang, Hai Jiang, Kim-Kwang Raymond Choo, Jun Jason Zhang, Fei-Yue Wang:
Guest Editorial for Special Issue on Blockchain for Internet-of-Things and Cyber-Physical Systems. IEEE CAA J. Autom. Sinica 8(12): 1867 (2021) - [j569]Hang Yu, Laurence T. Yang, Qingchen Zhang, David Armstrong, M. Jamal Deen:
Convolutional neural networks for medical image analysis: State-of-the-art, comparisons, improvement and perspectives. Neurocomputing 444: 92-110 (2021) - [j568]Zheng Yan, Qinghua Zheng, Laurence T. Yang, Robert H. Deng:
Data Fusion for Trust Evaluation. Inf. Fusion 76: 187-188 (2021) - [j567]Nicholaus J. Gati, Laurence T. Yang, Jun Feng, Xin Nie, Zhian Ren, Samwel K. Tarus:
Differentially private data fusion and deep learning Framework for Cyber-Physical-Social Systems: State-of-the-art and perspectives. Inf. Fusion 76: 298-314 (2021) - [j566]Shunli Zhang, Laurence T. Yang, Jun Feng, Wei Wei, Zongmin Cui, Xia Xie, Peng Yan:
A tensor-network-based big data fusion framework for Cyber-Physical-Social Systems (CPSS). Inf. Fusion 76: 337-354 (2021) - [j565]Yinxue Yi, Zufan Zhang, Laurence T. Yang, Xianjun Deng, Lingzhi Yi, Xiaokang Wang:
Social Interaction and Information Diffusion in Social Internet of Things: Dynamics, Cloud-Edge, Traceability. IEEE Internet Things J. 8(4): 2177-2192 (2021) - [j564]Lingzhi Yi, Xianjun Deng, Laurence T. Yang, Hengshan Wu, Minghua Wang, Yi Situ:
Reinforcement-Learning-Enabled Partial Confident Information Coverage for IoT-Based Bridge Structural Health Monitoring. IEEE Internet Things J. 8(5): 3108-3119 (2021) - [j563]Cheng Dai, Xingang Liu, Laurence T. Yang, Minghao Ni, Zhenchao Ma, Qingchen Zhang, M. Jamal Deen:
Video Scene Segmentation Using Tensor-Train Faster-RCNN for Multimedia IoT Systems. IEEE Internet Things J. 8(12): 9697-9705 (2021) - [j562]Xiongtao Zhang, Xiaomin Zhu, Weidong Bao, Laurence T. Yang, Ji Wang, Hui Yan, Huangke Chen:
Distributed Learning on Mobile Devices: A New Approach to Data Mining in the Internet of Things. IEEE Internet Things J. 8(13): 10264-10279 (2021) - [j561]Minu Tiwari, Sudip Misra, Pradyumna Kumar Bishoyi, Laurence T. Yang:
Devote: Criticality-Aware Federated Service Provisioning in Fog-Based IoT Environments. IEEE Internet Things J. 8(13): 10631-10638 (2021) - [j560]Wangdong Yang, Laurence T. Yang, Anthony T. Chronopoulos:
Guest Editorial Special Issue on Smart IoT System: Opportunities by Linking Cloud, Edge, and AI. IEEE Internet Things J. 8(16): 12478-12480 (2021) - [j559]Weizhi Meng, Yong Cai, Laurence T. Yang, Wei-Yang Chiu:
Hybrid Emotion-Aware Monitoring System Based on Brainwaves for Internet of Medical Things. IEEE Internet Things J. 8(21): 16014-16022 (2021) - [j558]Jie Feng, Hongbin Chen, Xianjun Deng, Laurence Tianruo Yang, Fangqing Tan:
Confident Information Coverage Hole Prediction and Repairing for Healthcare Big Data Collection in Large-Scale Hybrid Wireless Sensor Networks. IEEE Internet Things J. 8(23): 16801-16813 (2021) - [j557]Huazhong Liu, Laurence T. Yang, Yimu Guo, Xia Xie, Jianhua Ma:
An Incremental Tensor-Train Decomposition for Cyber-Physical-Social Big Data. IEEE Trans. Big Data 7(2): 341-354 (2021) - [j556]Jun Feng, Laurence T. Yang, Guohui Dai, Jinjun Chen, Zheng Yan:
An Improved Secure High-Order-Lanczos Based Orthogonal Tensor SVD for Outsourced Cyber-Physical-Social Big Data Reduction. IEEE Trans. Big Data 7(4): 808-818 (2021) - [j555]Jinhua Cui, Junwei Liu, Jianhang Huang, Laurence T. Yang:
SmartHeating: On the Performance and Lifetime Improvement of Self-Healing SSDs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(1): 52-65 (2021) - [j554]Qingchen Zhang, Changchuan Bai, Laurence T. Yang, Zhikui Chen, Peng Li, Hang Yu:
A Unified Smart Chinese Medicine Framework for Healthcare and Medical Services. IEEE ACM Trans. Comput. Biol. Bioinform. 18(3): 882-890 (2021) - [j553]Weizhong Qiang, Yingda Huang, Hai Jin, Laurence T. Yang, Deqing Zou:
CloudCFI: Context-Sensitive and Incremental CFI in the Cloud Environment. IEEE Trans. Cloud Comput. 9(3): 938-957 (2021) - [j552]Feilong Tang, Heteng Zhang, Laurence T. Yang, Long Chen:
Elephant Flow Detection and Load-Balanced Routing with Efficient Sampling and Classification. IEEE Trans. Cloud Comput. 9(3): 1022-1036 (2021) - [j551]Xiaokang Zhou, Wei Liang, Kevin I-Kai Wang, Laurence T. Yang:
Deep Correlation Mining Based on Hierarchical Hybrid Networks for Heterogeneous Big Data Recommendations. IEEE Trans. Comput. Soc. Syst. 8(1): 171-178 (2021) - [j550]Nicholaus J. Gati, Laurence T. Yang, Jun Feng, Shunli Zhang, Zhian Ren:
Differentially Private Tensor Deep Computation for Cyber-Physical-Social Systems. IEEE Trans. Comput. Soc. Syst. 8(1): 236-245 (2021) - [j549]Yuan Gao, Laurence T. Yang, Dehua Zheng, Jing Yang, Yaliang Zhao:
Quantized Tensor Neural Network. Trans. Data Sci. 2(4): 33:1-33:18 (2021) - [j548]Xinghua Li, Mengyao Zhu, Laurence T. Yang, Mengfan Xu, Zhuo Ma, Cheng Zhong, Hui Li, Yang Xiang:
Sustainable Ensemble Learning Driving Intrusion Detection Model. IEEE Trans. Dependable Secur. Comput. 18(4): 1591-1604 (2021) - [j547]Huazhong Liu, Laurence Tianruo Yang, Jihong Ding, Yimu Guo, Stephen S. Yau:
Tensor-Train-Based High-Order Dominant Eigen Decomposition for Multimodal Prediction Services. IEEE Trans. Engineering Management 68(1): 197-211 (2021) - [j546]Fanyu Bu, Chengsheng Hu, Qingchen Zhang, Changchuan Bai, Laurence T. Yang, Thar Baker:
A Cloud-Edge-Aided Incremental High-Order Possibilistic c-Means Algorithm for Medical Data Clustering. IEEE Trans. Fuzzy Syst. 29(1): 148-155 (2021) - [j545]Xiaokang Wang, Laurence T. Yang, Yihao Wang, Lei Ren, M. Jamal Deen:
ADTT: A Highly Efficient Distributed Tensor-Train Decomposition Method for IIoT Big Data. IEEE Trans. Ind. Informatics 17(3): 1573-1582 (2021) - [j544]Ying-Hsun Lai, Tung-Cheng Wu, Chin-Feng Lai, Laurence Tianruo Yang, Xiaokang Zhou:
Cognitive Optimal-Setting Control of AIoT Industrial Applications With Deep Reinforcement Learning. IEEE Trans. Ind. Informatics 17(3): 2116-2123 (2021) - [j543]Xiaokang Wang, Laurence Tianruo Yang, Liwen Song, Huihui Wang, Lei Ren, M. Jamal Deen:
A Tensor-Based Multiattributes Visual Feature Recognition Method for Industrial Intelligence. IEEE Trans. Ind. Informatics 17(3): 2231-2241 (2021) - [j542]Xiaohan Tu, Cheng Xu, Siping Liu, Renfa Li, Guoqi Xie, Jing Huang, Laurence Tianruo Yang:
Efficient Monocular Depth Estimation for Edge Devices in Internet of Things. IEEE Trans. Ind. Informatics 17(4): 2821-2832 (2021) - [j541]Zhenchao Ma, Laurence Tianruo Yang, Qingchen Zhang:
Support Multimode Tensor Machine for Multiple Classification on Industrial Big Data. IEEE Trans. Ind. Informatics 17(5): 3382-3390 (2021) - [j540]Jun Feng, Laurence Tianruo Yang, Ronghao Zhang, Benard S. Gavuna:
Privacy-Preserving Tucker Train Decomposition Over Blockchain-Based Encrypted Industrial IoT Data. IEEE Trans. Ind. Informatics 17(7): 4904-4913 (2021) - [j539]Lei Ren, Zihao Meng, Xiaokang Wang, Lin Zhang, Laurence T. Yang:
A Data-Driven Approach of Product Quality Prediction for Complex Production Systems. IEEE Trans. Ind. Informatics 17(9): 6457-6465 (2021) - [j538]Wei Wang, Cheng Fang, Laurence Tianruo Yang, Hongrui Duan, Peng Xu:
A Fairness-Based Collaborative Communication Ecosystem Over Sustainable D2D Fogs in a 5G Industrial IoT. IEEE Trans. Ind. Informatics 17(11): 7860-7870 (2021) - [j537]Yuan Gao, Guangming Zhang, Chunchun Zhang, Jinke Wang, Laurence T. Yang, Yaliang Zhao:
Federated Tensor Decomposition-Based Feature Extraction Approach for Industrial IoT. IEEE Trans. Ind. Informatics 17(12): 8541-8549 (2021) - [j536]Guoqi Xie, Laurence T. Yang, Yuanda Yang, Haibo Luo, Renfa Li, Mamoun Alazab:
Threat Analysis for Automotive CAN Networks: A GAN Model-Based Intrusion Detection Technique. IEEE Trans. Intell. Transp. Syst. 22(7):