Comparative analysis of the similarity measures based on the moving approximation transformation in problems of time series classification

Comparative Analysis of MODIS Time-Series Classification Using Support Vector Machines and Methods Based upon Distance and Similarity Measures in the Brazilian Cerrado-Caatinga Boundary

Remote Sensing ◽

10.3390/rs70912160 ◽

2015 ◽

Vol 7 (9) ◽

pp. 12160-12191 ◽

Cited By ~ 16

Author(s):

Natanael Abade ◽

Osmar Júnior ◽

Renato Guimarães ◽

Sandro de Oliveira

Keyword(s):

Time Series ◽

Comparative Analysis ◽

Support Vector Machines ◽

Similarity Measures ◽

Support Vector ◽

Brazilian Cerrado ◽

Vector Machines

Wheat planted area detection from the MODIS NDVI time series classification using the nearest neighbour method calculated by the Euclidean distance and cosine similarity measures

Geocarto International ◽

10.1080/10106049.2019.1581266 ◽

2019 ◽

Vol 35 (13) ◽

pp. 1400-1414 ◽

Cited By ~ 1

Author(s):

Miriam Rodrigues da Silva ◽

Osmar Abílio de Carvalho ◽

Renato Fontes Guimarães ◽

Roberto Arnaldo Trancoso Gomes ◽

Cristiano Rosa Silva

Keyword(s):

Time Series ◽

Euclidean Distance ◽

Similarity Measures ◽

Cosine Similarity ◽

Nearest Neighbour ◽

Modis Ndvi ◽

Ndvi Time Series ◽

Cosine Similarity Measures

Fusion of Similarity Measures for Time Series Classification

Lecture Notes in Computer Science - Hybrid Artificial Intelligent Systems ◽

10.1007/978-3-642-21222-2_31 ◽

2011 ◽

pp. 253-261 ◽

Cited By ~ 9

Author(s):

Krisztian Buza ◽

Alexandros Nanopoulos ◽

Lars Schmidt-Thieme

Keyword(s):

Time Series ◽

Similarity Measures ◽

A Comparative Study of Similarity Measures for Time Series Classification

New Frontiers in Artificial Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-319-50953-2_27 ◽

2017 ◽

pp. 397-408

Author(s):

Sho Yoshida ◽

Basabi Chakraborty

Keyword(s):

Time Series ◽

Comparative Study ◽

Similarity Measures ◽

Adversarial Sample Crafting for Time Series Classification with Elastic Similarity Measures

Intelligent Distributed Computing XII - Studies in Computational Intelligence ◽

10.1007/978-3-319-99626-4_3 ◽

2018 ◽

pp. 26-39 ◽

Cited By ~ 3

Author(s):

Izaskun Oregi ◽

Javier Del Ser ◽

Aritz Perez ◽

Jose A. Lozano

Keyword(s):

Time Series ◽

Similarity Measures ◽

Combination of similarity measures for time series classification using genetic algorithms

2011 IEEE Congress of Evolutionary Computation (CEC) ◽

10.1109/cec.2011.5949646 ◽

2011 ◽

Cited By ~ 8

Author(s):

Deepti Dohare ◽

V. Susheela Devi

Keyword(s):

Time Series ◽

Genetic Algorithms ◽

Similarity Measures ◽

An empirical evaluation of similarity measures for time series classification

Knowledge-Based Systems ◽

10.1016/j.knosys.2014.04.035 ◽

2014 ◽

Vol 67 ◽

pp. 305-314 ◽

Cited By ~ 90

Author(s):

Joan Serrà ◽

Josep Ll. Arcos

Keyword(s):

Time Series ◽

Empirical Evaluation ◽

Similarity Measures ◽

Multiple fault diagnosis for hydraulic systems using Nearest-centroid-with-DBA and Random-Forest-based-time-series-classification

2020 39th Chinese Control Conference (CCC) ◽

10.23919/ccc50068.2020.9189401 ◽

2020 ◽

Author(s):

Zhijie Peng ◽

Ke Zhang ◽

Yi Chai

Keyword(s):

Time Series ◽

Fault Diagnosis ◽

Random Forest ◽

Hydraulic Systems ◽

Multiple Fault ◽

Multiple Fault Diagnosis

A Frequent Pattern Based Time Series Classification Framework

JOURNAL OF ELECTRONICS INFORMATION TECHNOLOGY ◽

10.3724/sp.j.1146.2009.00135 ◽

2010 ◽

Vol 32 (2) ◽

pp. 261-266

Author(s):

Li Wan ◽

Jian-xin Liao ◽

Xiao-min Zhu ◽

Ping Ni

Keyword(s):

Time Series ◽

Frequent Pattern ◽

Classification Framework

Comparative Analysis of Time Series Models for the Prediction of Conjunctivitis Disease

SSRN Electronic Journal ◽

10.2139/ssrn.3572573 ◽

2020 ◽

Author(s):

Shobhit Verma ◽

Nonita Sharma ◽

Krishna Pal Sharma

Keyword(s):

Time Series ◽

Comparative Analysis ◽

Time Series Models ◽

Analysis Of Time Series