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本期推荐时间序列分类专刊,该专刊发表了来自美国University of California、Indiana University-Purdue University Indianapolis,英国University of East Anglia,瑞典Linköping University等科研机构的研究成果。本期还包括机器人、攻击检测、神经网络、自动控制、深度学习等方向论文。欢迎阅览!
Title:Guest editorial for special issue on time series classification
Authors:Houshang Darabi ; Georgiana Ifrim ; Patrick Schafer ; Diego Furtado Silva
Links:http://www.ieee-jas.org/article/doi/10.1109/JAS.2019.1911741?pageType=en
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8894742
Title:The UCR time series archive
Authors:Hoang Anh Dau ; Anthony Bagnall ; Kaveh Kamgar ; Chin-Chia Michael Yeh ; Yan Zhu ; Shaghayegh Gharghabi ; Chotirat Annh Ratanamahatana ; Eamonn Keogh
Links:http://www.ieee-jas.org/article/doi/10.1109/JAS.2019.1911747?pageType=en
https://ieeexplore.ieee.org/document/8894743/
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8894743
Title:Classification of short time series in early Parkinson? s disease with deep learning of fuzzy recurrence plots
Authors:Tuan D. Pham ; Karin Wardell ; Anders Eklund ; Goran Salerud
Links:http://www.ieee-jas.org/article/doi/10.1109/JAS.2019.1911774?pageType=en
https://ieeexplore.ieee.org/document/8894744/
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8894744
Title:Self-learning of multivariate time series using perceptually important points
Authors:Timo Lintonen ; Tomi Raty
Links:http://www.ieee-jas.org/article/doi/10.1109/JAS.2019.1911777?pageType=en
https://ieeexplore.ieee.org/document/8894745/
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8894745
Title:Clustering structure analysis in time-series data with density-based clusterability measure
Authors:Juho Jokinen ; Tomi Raty ; Timo Lintonen
Links:http://www.ieee-jas.org/article/doi/10.1109/JAS.2019.1911744?pageType=en
https://ieeexplore.ieee.org/document/8894746/
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8894746
Title:Long-term traffic volume prediction based on K-means Gaussian interval type-2 fuzzy sets
Authors:Runmei Li ; Yinfeng Huang ; Jian Wang
Links:http://www.ieee-jas.org/article/doi/10.1109/JAS.2019.1911723?pageType=en
https://ieeexplore.ieee.org/document/8853429/
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8853429
Title:Efficient deviation detection between a process model and event logs
Authors:Lu Wang ; Yuyue Du ; Liang Qi
Links:http://www.ieee-jas.org/article/doi/10.1109/JAS.2019.1911750?pageType=en
https://ieeexplore.ieee.org/document/8894747/
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8894747
Title:Forecasting of software reliability using neighborhood fuzzy particle swarm optimization based novel neural network
Authors:Pratik Roy ; Ghanshaym Singha Mahapatra ; Kashi Nath Dey
Links:http://www.ieee-jas.org/article/doi/10.1109/JAS.2019.1911753?pageType=en
https://ieeexplore.ieee.org/document/8894748/
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8894748
Title:Predicting the results of RNA molecular specific hybridization using machine learning
Authors:Weijun Zhu ; Xiaokai Liu ; Mingliang Xu ; Huanmei Wu
Links:http://www.ieee-jas.org/article/doi/10.1109/JAS.2019.1911756?pageType=en
https://ieeexplore.ieee.org/document/8894749/
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8894749
Title:Posture maintenance control of 2-link object by nonprehensile two-cooperative-arm robot without compensating friction
Authors:Changan Jiang ; Satoshi Ueno
Links:http://www.ieee-jas.org/article/doi/10.1109/JAS.2019.1911759?pageType=en
https://ieeexplore.ieee.org/document/8894750/
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8894750
Title:An optimal hybrid learning approach for attack detection in linear networked control systems
Authors:Haifeng Niu ; Avimanyu Sahoo ; Chandreyee Bhowmick ; S. Jagannathan
Links:http://www.ieee-jas.org/article/doi/10.1109/JAS.2019.1911762?pageType=en
https://ieeexplore.ieee.org/document/8894751/
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8894751
Title:Finite-time adaptive fault-tolerant control for nonlinear systems with multiple faults
Authors:Huanqing Wang ; Wen Bai ; Peter Xiaoping Liu
Links:http://www.ieee-jas.org/article/doi/10.1109/JAS.2019.1911765?pageType=en
https://ieeexplore.ieee.org/document/8894752/
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8894752
Title:Single image rain removal using image decomposition and a dense network
Authors:Qiusheng Lian ; Wenfeng Yan ; Xiaohua Zhang ; Shuzhen Chen
Links:http://www.ieee-jas.org/article/doi/10.1109/JAS.2019.1911441?pageType=en
https://ieeexplore.ieee.org/document/8657385/
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8657385
Title:A novel cascaded PID controller for automatic generation control analysis with renewable sources
Authors:Aurobindo Behera ; Tapas Kumar Panigrahi ; Prakash K. Ray ; Arun Kumar Sahoo
Links:http://www.ieee-jas.org/article/doi/10.1109/JAS.2019.1911666?pageType=en
https://ieeexplore.ieee.org/document/8825981/
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8825981
Title:Parallel building: a complex system approach for smart building energy management
Authors:Abdulaziz Almalaq ; Jun Hao ; Jun Jason Zhang ; Fei-Yue Wang
Links:http://www.ieee-jas.org/article/doi/10.1109/JAS.2019.1911768?pageType=en
https://ieeexplore.ieee.org/document/8894753/
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8894753
Title:Saturated adaptive output-constrained control of cooperative spacecraft rendezvous and docking
Author:Liang Sun
Links:http://www.ieee-jas.org/article/doi/10.1109/JAS.2019.1911621?pageType=en
https://ieeexplore.ieee.org/document/8766198/
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8766198
Title:A context sensitive multilevel thresholding using swarm based algorithms
Authors:S. Pare ; A. Kumar ; V. Bajaj ; G. K. Singh
Links:http://www.ieee-jas.org/article/doi/10.1109/JAS.2017.7510697?pageType=en
https://ieeexplore.ieee.org/document/8166363/
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8166363
Title:A hybrid learning method for the data-driven design of linguistic dynamic systems
Authors:Chengdong Li ; Jianqiang Yi ; Yisheng Lv ; Peiyong Duan
Links:http://www.ieee-jas.org/article/doi/10.1109/JAS.2019.1911543?pageType=en
https://ieeexplore.ieee.org/document/8741296/
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8741296
Title:New result on delay-dependent stability for Markovian jump time-delay systems with partial information on transition probabilities
Authors:Yan Zhang ; Ke Lou ; Yuan Ge
Links:http://www.ieee-jas.org/article/doi/10.1109/JAS.2016.7510229?pageType=en
https://ieeexplore.ieee.org/document/7783969/
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7783969
Title:Multi-model based PSO method for burden distribution matrix optimization with expected burden distribution output behaviors
Authors:Yong Zhang ; Ping Zhou ; Guimei Cui
Links:http://www.ieee-jas.org/article/doi/10.1109/JAS.2018.7511090?pageType=en
https://ieeexplore.ieee.org/document/8340261/
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8340261
Title:A novel statistical manifold algorithm for position estimation
Authors:Bin Xia ; Wenhao Yuan ; Nan Xie ; Caihong Li
Links:http://www.ieee-jas.org/article/doi/10.1109/JAS.2019.1911771?pageType=en
https://ieeexplore.ieee.org/document/8894754/
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8894754
Title:Stability of nonlinear systems using optimal fuzzy controllers and its simulation by Java programming
Authors:Mohammad Javad Mahmoodabadi ; Saideh Arabani Mostaghim
Links:http://www.ieee-jas.org/article/doi/10.1109/JAS.2017.7510388?pageType=en
https://ieeexplore.ieee.org/document/7833259/
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7833259
Title:A user requirement oriented web service discovery approach based on logic and threshold petri net
Authors:Jing Sha ; Yuyue Du ; Liang Qi
Links:http://www.ieee-jas.org/article/doi/10.1109/JAS.2019.1911657?pageType=en
https://ieeexplore.ieee.org/document/8825978/
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8825978
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