%0 Conference Proceedings
%T Flexible Global Constraint Extension for Dynamic Time Warping
%+ Technical University of Ostrava [Ostrava] (VSB)
%A Kocyan, Tomáš
%A Slaninová, Kateřina
%A Martinovič, Jan
%Z Part 6: Algorithms
%< avec comité de lecture
%( Lecture Notes in Computer Science
%B 15th IFIP International Conference on Computer Information Systems and Industrial Management (CISIM)
%C Vilnius, Lithuania
%Y Khalid Saeed
%Y Władysław Homenda
%I Springer International Publishing
%3 Computer Information Systems and Industrial Management
%V LNCS-9842
%P 389-401
%8 2016-09-14
%D 2016
%R 10.1007/978-3-319-45378-1_35
%K Dynamic time warping
%K Flexible global constraint
%K Longest common subsequence
%K Comparison of sequences
%Z Computer Science [cs]
%Z Humanities and Social Sciences/Library and information sciencesConference papers
%X Dynamic Time Warping algorithm (DTW) is an effective tool for comparing two sequences which are subject to some kind of distortion. Unlike the standard methods for comparison, it is able to deal with a different length of compared sequences or with reasonable amount of inaccuracy. For this reason, DTW has become very popular and it is widely used in many domains. One of its the biggest advantages is a possibility to specify definable amount of benevolence while evaluating similarity of two sequences. It enables to percept similarity through the eyes of domain expert, in contrast with a strict sequential comparison of opposite sequence elements. Unfortunately, such commonly used definition of benevolence cannot be applied on DTW modifications, which were created for solving specific tasks (e.g. searching the longest common subsequence). The main goal of this paper is to eliminate weaknesses of commonly used approach and to propose a new flexible mechanism for definition of benevolence applicable to modifications of original DTW.
%G English
%Z TC 8
%2 https://inria.hal.science/hal-01637468/document
%2 https://inria.hal.science/hal-01637468/file/419526_1_En_35_Chapter.pdf
%L hal-01637468
%U https://inria.hal.science/hal-01637468
%~ SHS
%~ IFIP-LNCS
%~ IFIP
%~ IFIP-TC
%~ IFIP-TC8
%~ IFIP-CISIM
%~ IFIP-LNCS-9842