RE-SPaM: Using regular expressions for sequential pattern mining in trajectory databases

"In sequential pattern mining, languages based on regular expressions (RE) were proposed to restrict frequent sequences to the ones that satisfy user-specified constraints. In these languages, REs are applied over items. We propose a much powerful language, based on regular expressions, denote...

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Detalles Bibliográficos
Autores principales: Gómez, Leticia Irene, Vaisman, Alejandro Ariel
Formato: Ponencias en Congresos acceptedVersion
Lenguaje:Inglés
Publicado: 2019
Materias:
MINERIA DE DATOS
LENGUAJES DE PROGRAMACION
TEORIA DE LA INFORMACION
Acceso en línea:http://ri.itba.edu.ar/handle/123456789/1435
Aporte de:
Repositorio Institucional Instituto Tecnológico de Buenos Aires (ITBA) de Instituto Tecnológico de Buenos Aires (ITBA)
id I32-R138-123456789-1435
record_format dspace
spelling I32-R138-123456789-14352022-12-07T14:13:55Z RE-SPaM: Using regular expressions for sequential pattern mining in trajectory databases Gómez, Leticia Irene Vaisman, Alejandro Ariel MINERIA DE DATOS LENGUAJES DE PROGRAMACION TEORIA DE LA INFORMACION "In sequential pattern mining, languages based on regular expressions (RE) were proposed to restrict frequent sequences to the ones that satisfy user-specified constraints. In these languages, REs are applied over items. We propose a much powerful language, based on regular expressions, denoted RE-SPaM, where the basic elements are constraints over the attributes of the items. Expressions in this language may include attributes, functions over attributes, and variables. We present the data model, sketch the syntax and semantics of RE-SPaM, a set of examples, and suggest how RE-SPaM can be used in the mining process." 2019-01-25T18:36:50Z 2019-01-25T18:36:50Z 2008 Ponencias en Congresos info:eu-repo/semantics/acceptedVersion 978-0769-53-503-6 http://ri.itba.edu.ar/handle/123456789/1435 en info:eu-repo/semantics/altIdentifier/doi/10.1109/ICDMW.2008.14 info:eu-repo/grantAgreement/EU/FP6-IST-FET/FP6-14915/EU. info:eu-repo/grantAgreement/FWO/G.0344.05/BE. Bruselas info:eu-repo/grantAgreement/ANPCyT/PICT/21350/AR. Ciudad Autónoma de Buenos Aires application/pdf
institution Instituto Tecnológico de Buenos Aires (ITBA)
institution_str I-32
repository_str R-138
collection Repositorio Institucional Instituto Tecnológico de Buenos Aires (ITBA)
language Inglés
topic MINERIA DE DATOS
LENGUAJES DE PROGRAMACION
TEORIA DE LA INFORMACION
spellingShingle MINERIA DE DATOS
LENGUAJES DE PROGRAMACION
TEORIA DE LA INFORMACION
Gómez, Leticia Irene
Vaisman, Alejandro Ariel
RE-SPaM: Using regular expressions for sequential pattern mining in trajectory databases
topic_facet MINERIA DE DATOS
LENGUAJES DE PROGRAMACION
TEORIA DE LA INFORMACION
description "In sequential pattern mining, languages based on regular expressions (RE) were proposed to restrict frequent sequences to the ones that satisfy user-specified constraints. In these languages, REs are applied over items. We propose a much powerful language, based on regular expressions, denoted RE-SPaM, where the basic elements are constraints over the attributes of the items. Expressions in this language may include attributes, functions over attributes, and variables. We present the data model, sketch the syntax and semantics of RE-SPaM, a set of examples, and suggest how RE-SPaM can be used in the mining process."
format Ponencias en Congresos
acceptedVersion
author Gómez, Leticia Irene
Vaisman, Alejandro Ariel
author_facet Gómez, Leticia Irene
Vaisman, Alejandro Ariel
author_sort Gómez, Leticia Irene
title RE-SPaM: Using regular expressions for sequential pattern mining in trajectory databases
title_short RE-SPaM: Using regular expressions for sequential pattern mining in trajectory databases
title_full RE-SPaM: Using regular expressions for sequential pattern mining in trajectory databases
title_fullStr RE-SPaM: Using regular expressions for sequential pattern mining in trajectory databases
title_full_unstemmed RE-SPaM: Using regular expressions for sequential pattern mining in trajectory databases
title_sort re-spam: using regular expressions for sequential pattern mining in trajectory databases
publishDate 2019
url http://ri.itba.edu.ar/handle/123456789/1435
work_keys_str_mv AT gomezleticiairene respamusingregularexpressionsforsequentialpatternminingintrajectorydatabases
AT vaismanalejandroariel respamusingregularexpressionsforsequentialpatternminingintrajectorydatabases
_version_ 1765660860288598016

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