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數據科學: 學科最新文章

Lei, Y., Ye, D., Shen, S., Sui, Y.,  Zhu, T. & Zhou, W. (2023). New challenges in reinforcement learning: a survey of security and privacy. Artificial Intelligence Review, 56(7), 7195-7236.


Long, Y., Ying, Z., Yan, H., Fang, R., Li, X., Wang, Y. & Pan, Z. (2023). Membership reconstruction attack in deep neural networks. Information Sciences, 63427-41.


Hu, X., Zhu, T., Zhai, X, Wang, H., Zhou, W. & Zhao, W. (2023). Privacy Data Diffusion Modeling and Preserving in Online Social Network. IEEE Transactions on Knowledge and Data Engineering, 35(6), 6224-6237.


Zhang, T., Zhang, L., Wu, Q., Mu, Y. & Rezaeibagha, F. (2023). Redactable Blockchain-Enabled Hierarchical Access Control Framework for Data Sharing in Electronic Medical Records. IEEE Systems Journal, 17(2), 1962-1973.


Ying, Z., Zhang, G., Pan, Z., Chu, C. & Liu, X. (2023). FedECG: A federated semi-supervised learning framework for electrocardiogram abnormalities prediction. Journal of King Saud University - Computer and Information Sciences, 35(6). 


Feng, X., Cui, K., Jiang, H. & Wang, L. (2023). A Source Authentication Scheme for Road Condition Monitoring Using Consortium Blockchain. IEEE Transactions on Vehicular Technology, 72(5). 6428-6444.


Tian, H., Liu, B., Zhu, T., Zhou, W. & Yu, P.S. (2023). CIFair: Constructing continuous domains of invariant features for image fair classifications. Knowledge-Based Systems, 268.


Zhang, L., Zhu, T., Xiong, P., Zhou, W. & Yu, P.S. (2023). A Robust Game-Theoretical Federated Learning Framework With Joint Differential Privacy. IEEE Transactions on Knowledge and Data Engineering, 35(4), 3333-3346.


Hu, X., Zhu, T., Zhai, X., Zhou, W. & Zhao, W. (2023). Privacy Data Propagation and Preservation in Social Media: A Real-World Case Study. IEEE Transactions on Knowledge and Data Engineering, 35(4), 4137-4150.


Zhu, T., Ye, D., Cheng, Z., Zhou, W. & Yu, P.S. (2023). Learning Games for Defending Advanced Persistent Threats in Cyber Systems. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 53(4), 2410-2422.


Sun, H., Zhu, T., Zhang, Z., Jin, D., Xiong, P. & Zhou, W. (2023). Adversarial Attacks Against Deep Generative Models on Data: A Survey. IEEE Transactions on Knowledge and Data Engineering, 35(4), 3367-3388.


Zhou, Y., Wang, Z., Qiao, Z., Wang, Y., Yang, B., Mu, Y. & Zhang, M. (2023). Identity-Based Encryption with Continuous Leakage-Resilient CCA Security from Static Complexity Assumption. Computer Journal, 66(4), 924-940.


Li, Z., Kong, H., Wong, C.-S. (2023). Neural Network-Based Identification of Cloud Types from Ground-Based Images of Cloud Layers. Applied Sciences (Switzerland), 13(7). 


Zhai, X., Tang, Z., Liu, Z., Zhou, W., Hu, H., Fei, G. & Hu, G. (2023). Sparse representation for heterogeneous information networks. Neurocomputing, 525111-122.


Zhang, G., Liu, B., Zhu, T., Ding, M. & Zhou, W. (2023). Label-Only Membership Inference Attacks and Defenses in Semantic Segmentation Models. IEEE Transactions on Dependable and Secure Computing, 20(2), 1435-1449.


Chen, L., Xue, Y., Mu, Y., Zeng, L., Rezaeibagha, F. & Deng, R.H. (2023). CASE-SSE: Context-Aware Semantically Extensible Searchable Symmetric Encryption for Encrypted Cloud Data. IEEE Transactions on Services Computing, 16(2), 1011-1022.


Wang, Y., Wang, P., Kong, H. & Wong, C.-S. (2023). Tsunamis in Lingding Bay, China, caused by the 2022 Tonga volcanic eruption. Geophysical Journal International, 232(3), 2175-2185.


Zhang, J., Wang, Y., Ma, Z., Yang, X., Ying, Z. & Ma, J. (2023). A Location-Aware Verifiable Outsourcing Data Aggregation in Multiblockchains. IEEE Internet of Things Journal, 10(6), 4783-4798.


Mai, J., Wu, Y., Liu, Z., Guo, J., Ying, Z., Chen, X. & Cui, S. (2023). Anomaly detection method for vehicular network based on collaborative deep support vector data description. Physical Communication, 56.


Su, J., Liu, W., Zhao, H., Wang, W., & Shi, C. (2023). Data Security Mining Method for Social Media Users’ Mental Health Status Test Based on Machine Learning Algorithm. Paper presented at the Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST.


周彥志,朱家偉 & 國特. (2023). 基于PMC模型的粵港澳大灣區人才引進政策量化評價. 南京工程學院學報(社會科學版)(01),83-90. doi:10.13960/j.issn.2096-238X.2023.01.014.


Zhang, J., Li, T., Ying, Z., & Ma, J. (2022). Trust-based secure multi-cloud collaboration framework in cloud-fog-assisted IoT. IEEE Transactions on Cloud Computing, doi:10.1109/TCC.2022.3147226


Ying, Z., Cao, S., Liu, X., Ma, Z., Ma, J., & Deng, R. H. (2022). PrivacySignal: Privacy-preserving traffic signal control for intelligent transportation system. IEEE Transactions on Intelligent Transportation Systems, doi:10.1109/TITS.2022.3149600


Zhang, Y., Ying, Z., & Chen, C. L. P. (2022). Achieving privacy-preserving multi-task allocation for mobile crowdsensing. IEEE Internet of Things Journal, doi:10.1109/JIOT.2022.3153473


Meng, X., Yang, Y., Li, K., & Ying, Z. (2022). A structure-aware adversarial framework with the keypoint biorientation field for multiperson pose estimation. Wireless Communications and Mobile Computing, 2022 doi:10.1155/2022/3447827


Ying, Z., Ma, M., Zhao, Z., Liu, X., & Ma, J. (2022). A reputation-based leader election scheme for opportunistic autonomous vehicle platoon. IEEE Transactions on Vehicular Technology, 71(4), 3519-3532. doi:10.1109/TVT.2021.3106297


Zhang, Y., Ying, Z., Zhao, B., & Chen, C. L. P. (2022). A privacy preserving data aggregation and query for metro passenger flow via mobile crowdsensing. Concurrency and Computation: Practice and Experience, doi:10.1002/cpe.6965


Albert, C. C. Y., Zhu, L., Li, G., Guo, Y., Li, X., & Luo, R. (2022). Research on hotel energy intelligent monitoring system and service improvement based on data mining and cloud computing. Paper presented at the 2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications, ICPECA 2022, 871-874. doi:10.1109/ICPECA53709.2022.9719090


Xing, L., Liu, W., Liu, X., Li, X., & Wang, H. (2022). Use of deep learning in nano image processing through the CNN model. Advances in Nano Research, 12(2), 185-195. doi:10.12989/anr.2022.12.2.185


Li, D., Deng, L., Cai, Z., & Souri, A. (2022). Blockchain as a service models in the internet of things management: Systematic review. Transactions on Emerging Telecommunications Technologies, 33(4) doi:10.1002/ett.4139


Peng, S., Cai, Z., Liu, W., Wang, W., Li, G., Sun, Y., & Zhu, L. (2022). Blockchain data secure transmission method based on homomorphic encryption. Computational Intelligence and Neuroscience, 2022 doi:10.1155/2022/3406228


Yuan, J., Zhao, Q., Li, J., Li, J., Cai, Z., & Chang, Y. -. (2022). Edge mining resources allocation among normal and gap blockchains using game theory. Journal of Supercomputing, doi:10.1007/s11227-021-04249-7


Li, G., Liu, F., Wang, Y., Guo, Y., Xiao, L., & Zhu, L. (2021). A convolutional neural network (CNN) based approach for the recognition and evaluation of classroom teaching behavior. Scientific Programming, 2021 doi:10.1155/2021/6336773


Deng, L., Liu, W., Li, D., & Mohammed, B. O. (2021). A new sign detection design for the residue number system based on quantum-dot cellular automata. Photonic Network Communications, 42(1), 70-80. doi:10.1007/s11107-021-00941-z


Wang, W., Liu, W., Zhu, L., Luo, R., Li, G., & Dai, S. (2021). Stock price prediction methods based on FCM and DNN algorithms. Mobile Information Systems, 2021 doi:10.1155/2021/7480599


Liu, W., Wang, B., & Wang, W. (2021). Deep learning software defect prediction methods for cloud environments research. Scientific Programming, 2021 doi:10.1155/2021/2323100


Wang, B., Wang, W., Zhu, L., & Liu, W. (2021). Research on cross-project software defect prediction based on machine learning doi:10.1007/978-3-030-90785-3_16


Xing, L., & Liu, W. (2021). A data fusion powered bi-directional long short term memory model for predicting multi-lane short term traffic flow. IEEE Transactions on Intelligent Transportation Systems, doi:10.1109/TITS.2021.3095095


Dai, W., Tang, Y., Zhang, Z., & Cai, Z. (2021). Ensemble learning technology for coastal flood forecasting in internet-of-things-enabled smart city. International Journal of Computational Intelligence Systems, 14(1) doi:10.1007/s44196-021-00023-y


Dai, W., & Cai, Z. (2021). Predicting coastal urban floods using artificial neural network: The case study of macau, china. Applied Water Science, 11(10) doi:10.1007/s13201-021-01448-8


Li, D., Deng, L., Zeng, X., & Cai, Z. (2021). Dynamic simulation modelling of software requirements change management system. Microprocessors and Microsystems, 83 doi:10.1016/j.micpro.2021.104009


Zhang, Z., Qiu, J., Huang, X., Cai, Z., Zhu, L., & Dai, W. (2021). Comparing and evaluating macao flood prediction models. Paper presented at the IOP Conference Series: Earth and Environmental Science, , 769(2) doi:10.1088/1755-1315/769/2/022001


Zhu, L., Peng, S., Cai, Z., Liu, W., He, C., & Tang, W. (2021). Research on privacy data protection based on trusted computing and blockchain. Security and Communication Networks, 2021 doi:10.1155/2021/6274860


Zhao, Z., Ying, Z., Cai, Z., & Ma, J. (2021). Combinatorial spectrum E-auction for 5G heterogeneous networks: A zether-based approach. Security and Communication Networks, 2021 doi:10.1155/2021/1360560


Zhu, L., Wang, W., Luo, R., Cai, Z., Peng, S., & Zhang, Z. (2021). Situational awareness of E-learning system based on cyber-attack and vulnerability doi:10.1007/978-3-030-90785-3_15 


Wang, W., Zhu, L., Wang, B., Guang, L., Peng, S., & Cai, Z. (2021). Decentralized M-learning platform with trusted execution environment doi:10.1007/978-3-030-90785-3_1 


Peng, S., Zhu, L., Cai, Z., Liu, W., He, C., & Tang, W. (2021). Dynamic optimization of government data transmission based on blockchain technology. Mobile Information Systems, 2021 doi:10.1155/2021/8948323


Shao, K., Xiong, Q., & Cai, Z. (2021). FB2Droid: A novel malware family-based bagging algorithm for android malware detection. Security and Communication Networks, 2021 doi:10.1155/2021/6642252


Liu, J., Guo, R., Cai, Z., Liu, W., & Du, W. (2021). Assessing the complexity of intelligent parks' internet of things big data system. Complexity, 2021 doi:10.1155/2021/5528135


Liang, W., Ma, Y., Xu, W., Xu, Z., Jia, X., & Zhou, W. (2021). Request reliability augmentation with service function chain requirements in mobile edge computing. IEEE Transactions on Mobile Computing, doi:10.1109/TMC.2021.3081681


Lu, J., Zheng, X., Tang, L., Zhang, T., Z. Sheng, Q., Wang, C., . . . Zhou, W. (2021). Can steering wheel detect your driving fatigue? IEEE Transactions on Vehicular Technology, 70(6), 5537-5550. doi:10.1109/TVT.2021.3072936


Qu, Y., Yu, S., Zhou, W., Chen, S., & Wu, J. (2021). Customizable reliable privacy-preserving data sharing in cyber-physical social networks. IEEE Transactions on Network Science and Engineering, 8(1), 269-281. doi:10.1109/TNSE.2020.3036855


鐘洋,畢仁萬,顏西山,應作斌 & 熊金波. (2022). 支持隱私保護訓練的高效同態神經網絡. 計算機應用(12),3792-3800.


薛玉潔,陳蘭香 & 穆怡. (2022). 基于BTM主題模型的對稱可搜索加密方案. 密碼學報(01),88-105. doi:10.13868/j.cnki.jcr.000505.


Xu, L., Wang, H., & Gulliver, T. A. (2021). Outage probability performance analysis and prediction for mobile IoV networks based on ICS-BP neural network. IEEE Internet of Things Journal, 8(5), 3524-3533. doi:10.1109/JIOT.2020.3023694


Ren, J., Liu, K., Cui, Y., & Du, W. (2021). Search Path Planning Algorithm Based on the Probability of Containment Model. Mathematical Problems In Engineering, 2021, 1-12. doi: 10.1155/2021/7459239


Liu, W., Deng, L., Cai, Z., Li, D., & Rahimi, A. (2021). Impact of in-plane follower force on the frequency response of the hybrid angle-ply laminated system via dynamic simulation and generalized differential quadrature framework. Engineering With Computers. doi: 10.1007/s00366-020-01215-4


王涵,徐凌偉 & 杜文才. (2021). MIMO-FBMC系統信道估計方法研究. 聊城大學學報(自然科學版)(01),20-27. doi:10.19728/j.issn1672-6634.2021.01.003


Xiao, Y., Liu, W., & Gao, L. (2020). Radar signal recognition based on transfer learning and feature fusion. Mobile Networks and Applications, 25(4), 1563-1571. doi:10.1007/s11036-019-01360-1


Yang, S., Tian, K., Wu, W., Liu, W., & Zhou, G. (2020). Target assignment method for phased array radar network in anti-missile early warning. [反导预警相控阵雷达网目标分配方法] Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics, 46(7), 1325-1334. doi:10.13700/j.bh.1001-5965.2019.0473


Cai, Z., Deng, L., Song, Y., Li, D., Hong, L., & Shen, Z. (2020). Facile synthesis of hierarchically self-assembled dandelion-like microstructures of bimetallic-MOF as a novel electrode material for high-rate supercapacitors. Materials Letters, 281 doi:10.1016/j.matlet.2020.128616


Daming, L., Qinglang, S., Lianbing, D., Kaicheng, C., Zhiming, C., & Mohammed, B. O. (2020). Load balancing mechanism in the cloud environment using preference alignments and an optimisation algorithm. IET Communications, 14(3), 489-496. doi:10.1049/iet-com.2019.0800


Li, D., Deng, L., & Cai, Z. (2020). Statistical analysis of tourist flow in tourist spots based on big data platform and DA-HKRVM algorithms. Personal and Ubiquitous Computing, 24(1), 87-101. doi:10.1007/s00779-019-01341-x


Lianbing, D., Daming, L., & Zhiming, C. (2020). Emergency management system of urban waterlogging based on cloud computing platform and 3D visualization. Journal of Intelligent and Fuzzy Systems, 39(4), 5595-5608. doi:10.3233/JIFS-189040


Li, D., Deng, L., & Cai, Z. (2020). Design of traffic object recognition system based on machine learning. Neural Computing and Applications, doi:10.1007/s00521-020-04912-9


Ye, D., Zhu, T., Cheng, Z., Zhou, W., & Yu, P. S. (2020). Differential advising in multiagent reinforcement learning. IEEE Transactions on Cybernetics, doi:10.1109/TCYB.2020.3034424


Horng, S. -., Lu, C. -., & Zhou, W. (2020). An identity-based and revocable data-sharing scheme in VANETs. IEEE Transactions on Vehicular Technology, 69(12), 15933-15946. doi:10.1109/TVT.2020.3037804


Li, D., Qin, B., Liu, W., & Deng, L. (2020). A city monitoring system based on real-time communication interaction module and intelligent visual information collection system. Neural Processing Letters, doi:10.1007/s11063-020-10325-5


Zhang, M., Liu, W., Zhang, X., Chen, Y., Gu, Y., & Xiao, Q. (2020). Application of Image Segmentation and Convolutional Neural Network in Classification Algorithms for Mammary X-ray Molybdenum Target Image. Medical Imaging And Computer-Aided Diagnosis, 175-187. doi: 10.1007/978-981-15-5199-4_18


Li, D., Deng, L., Liu, W., & Su, Q. (2020). Improving communication precision of IoT through behavior-based learning in smart city environment. Future Generation Computer Systems, 108, 512-520. doi: 10.1016/j.future.2020.02.053


Daming, L., Lianbing, D., & Zhiming, C. (2020). Evaluation method of sponge city potential based on neural network and fuzzy mathematical evaluation. Journal of Intelligent and Fuzzy Systems, 39(4), 5487-5498. doi:10.3233/JIFS-189031


Zhiming, C., Daming, L., & Lianbing, D. (2020). Risk evaluation of urban rainwater system waterlogging based on neural network and dynamic hydraulic model. Journal of Intelligent and Fuzzy Systems, 39(4), 5661-5671. doi:10.3233/JIFS-189045


Li, D., Deng, L., Cai, Z., & Cai, K. (2020). Design of intelligent community security system based on visual tracking and large data natural language processing technology. Journal of Intelligent and Fuzzy Systems, 38(6), 7107-7117. doi:10.3233/JIFS-179789


Li, D., Cai, Z., Qin, B., & Deng, L. (2020). Signal frequency domain analysis and sensor fault diagnosis based on artificial intelligence. Computer Communications, 160, 71-80. doi:10.1016/j.comcom.2020.05.034


Li, D., Deng, L., & Cai, Z. (2020). Research on image classification method based on convolutional neural network. Neural Computing And Applications. doi: 10.1007/s00521-020-04930-7


Li, D., Deng, L., & Cai, Z. (2020). Intelligent vehicle network system and smart city management based on genetic algorithms and image perception. Mechanical Systems and Signal Processing, 141 doi:10.1016/j.ymssp.2020.106623


王涵,杜文才 & 萬倩倩. (2020). 移動無線傳感器協作網絡的中斷概率性能研究. 傳感技術學報(02),293-298.


Dai, J., Ren, J., Du, W., Shikhin, V., & Ma, J. (2020). An improved evolutionary approach-based hybrid algorithm for bayesian network structure learning in dynamic constrained search space. Neural Computing and Applications, 32(5), 1413-1434. doi:10.1007/s00521-018-3650-7


Dai, J., Ren, J., & Du, W. (2020). Decomposition-based bayesian network structure learning algorithm using local topology information. Knowledge-Based Systems, 195 doi:10.1016/j.knosys.2020.105602


Wang, H., Du, W., Wang, X., Yu, G., & Xu, L. (2020). Channel Estimation Performance Analysis of FBMC/OQAM Systems with Bayesian Approach for 5G-Enabled IoT Applications. Wireless Communications And Mobile Computing, 2020, 1-9. doi: 10.1155/2020/2389673


Wu, W., Jing, X., & Du, W. (2020). The kernel dynamics of convolutional neural networks in manifolds. Chinese Journal of Electronics, 29(6), 1185-1192. doi:10.1049/cje.2020.10.004