Context-aware edge similarity segmentation algorithm of time series

[1]  L. Watson,et al.  Reverse engineering dynamic temporal models of biological processes and their relationships , 2010, Proceedings of the National Academy of Sciences.

[2]  Georgios B. Giannakis,et al.  Sparse graphical modeling of piecewise-stationary time series , 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[3]  Alessandro Laio,et al.  Clustering by fast search and find of density peaks , 2014, Science.

[4]  Fei Shumin.  Feature Extraction and Classification of EEG in Online Brain-Computer Interface , 2011 .

[5]  Paul R. Cohen,et al.  Bayesian Clustering by Dynamics Contents 1 Introduction 1 2 Clustering Markov Chains 2 , 2022 .

[6]  Zhu Yangyong,et al.  A Survey of the Research on Similarity Query Technique of Sequence Data , 2010 .

[7]  Dong Wenjie,et al.  Abrupt climate change detection based on heuristic segmentation algorithm , 2005 .

[8]  N. Ramakrishnan,et al.  Deriving Kripke structures from time series segmentation results , 2008, 2008 9th International Workshop on Discrete Event Systems.

[9]  Wang Le.  An Autonomous Detection and Robust Estimation Method of Spectrum Anomaly Based on Time Series Analysis , 2014 .

[10]  Michel Verleysen,et al.  Dimension reduction of technical indicators for the prediction of financial time series - Application to the BEL20 Market Index , 2001 .

[11]  Witold Pedrycz,et al.  Multivariate Segmentation of Time Series with Differential Evolution , 2009, IFSA/EUSFLAT Conf..

[12]  Catherine Garbay,et al.  Learning recurrent behaviors from heterogeneous multivariate time-series , 2007, Artif. Intell. Medicine.

[13]  Huaiqing Wang,et al.  Novel Online Methods for Time Series Segmentation , 2008, IEEE Transactions on Knowledge and Data Engineering.

[14]  Joshua B. Tenenbaum,et al.  Human-level concept learning through probabilistic program induction , 2015, Science.

[15]  Young-Sik Jeong,et al.  Mobile image sensors for object detection using color segmentation , 2013, Cluster Computing.

[16]  Sean Hughes,et al.  Clustering by Fast Search and Find of Density Peaks , 2016 .

[17]  Mário A. T. Figueiredo,et al.  Similarity-Based Clustering of Sequences Using Hidden Markov Models , 2003, MLDM.

[18]  Xinwu Li,et al.  Antarctic Ice-Sheet Freeze-Thaw Detection Based on Improved Wavelet Transform , 2013 .

[19]  Xia Shi-xiong.  An Piecewise Linear Fitting Algorithm for Infinite Time Series , 2010 .

[20]  Eamonn J. Keogh,et al.  Segmenting Time Series: A Survey and Novel Approach , 2002 .

[21]  John A. McCarty,et al.  SEGMENTATION APPROACHES IN DATA MINING: A COMPARISON OF RFM, CHAID, AND LOGISTIC REGRESSION , 2007 .

[22]  Franck Picard,et al.  Author's Personal Copy Computational Statistics and Data Analysis Joint Segmentation of Multivariate Gaussian Processes Using Mixed Linear Models , 2022 .

[23]  Alexander Aue,et al.  Segmented Model Selection in Quantile Regression Using the Minimum Description Length Principle , 2014 .

[24]  Zoran Nikoloski,et al.  Segmentation of biological multivariate time-series data , 2015, Scientific Reports.

[25]  Sune Lehmann,et al.  Link communities reveal multiscale complexity in networks , 2009, Nature.

[26]  K. Khalili,et al.  DING Proteins from Phylogenetically Different Species Share High Degrees of Sequence and Structure Homology and Block Transcription of HIV-1 LTR Promoter , 2013, PloS one.

[27]  Wei Jiang,et al.  A LASSO-Based Diagnostic Framework for Multivariate Statistical Process Control , 2011, Technometrics.

[28]  Yiming Yang,et al.  A Comparative Study on Time Series Classification , 2007 .

[29]  Tzung-Pei Hong,et al.  Cluster-based genetic segmentation of time series with DWT , 2009, Pattern Recognit. Lett..

[30]  Cyrus Shahabi,et al.  An efficient k nearest neighbor search for multivariate time series , 2007, Inf. Comput..

[31]  Tak-Chung Fu,et al.  An evolutionary approach to pattern-based time series segmentation , 2004, IEEE Transactions on Evolutionary Computation.

[32]  王薇,et al.  Temperature-adaptive time synchronization for wireless sensor networks , 2015 .

[33]  何文平,et al.  Detection of significant external trend in long-term air temperature records , 2015 .

[34]  Jian-Guo Chen,et al.  S-palmitoylation regulates AMPA receptors trafficking and function: a novel insight into synaptic regulation and therapeutics , 2014, Acta pharmaceutica Sinica. B.

[35]  Machiko Toyoda,et al.  Pattern discovery in data streams under the time warping distance , 2012, The VLDB Journal.

[36]  Zoran Nikoloski,et al.  Network-Based Segmentation of Biological Multivariate Time Series , 2013, PloS one.