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High utility itemset mining with techniques for reducing overestimated utilities and pruning candidates

Author
UNIL YUN1 ; HEUNGMO RYANG1 ; KEUN HO RYU2
[1] Department of Computer Engineering, Sejong University, Seoul, Korea, Republic of
[2] Department of Computer Science, Chungbuk National University, Cheongju, Korea, Republic of
Source

Expert systems with applications. 2014, Vol 41, Num 8, pp 3861-3878, 18 p ; ref : 3/4 p

ISSN
0957-4174
Scientific domain
Computer science
Publisher
Elsevier, Amsterdam
Publication country
Netherlands
Document type
Article
Language
English
Author keyword
Candidate pruning Data mining High utility itemsets Single-pass tree construction Utility mining
Keyword (fr)
Analyse donnée Arbre graphe Base de données Bourse valeurs Bénéfice Décision collective Elagage Etude marché Evaluation performance Filtrage Fouille donnée Marché valeurs Méthode arborescente Processus métier Structure arborescente Structure donnée Théorie utilité Traitement transaction Base donnée très grande Marché prédictif
Keyword (en)
Data analysis Tree(graph) Database Stock exchange Profit Social decision Pruning(tree) Market survey Performance evaluation Filtering Data mining Stock markets Tree structured method Business process Tree structure Data structure Utility theory Transaction processing Very large databases Prediction market
Keyword (es)
Análisis datos Arbol grafo Base dato Bolsa valores Beneficio Decisión colectiva Poda Estudio mercado Evaluación prestación Filtrado Busca dato Método arborescente Proceso oficio Estructura arborescente Estructura datos Teoría utilidad Tratamiento transacción Base de datos a gran escala Mercado predictivo
Classification
Pascal
001 Exact sciences and technology / 001D Applied sciences / 001D01 Operational research. Management science / 001D01A Operational research and scientific management / 001D01A08 Decision theory. Utility theory

Pascal
001 Exact sciences and technology / 001D Applied sciences / 001D01 Operational research. Management science / 001D01A Operational research and scientific management / 001D01A10 Portfolio theory

Pascal
001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02B Software / 001D02B07 Memory organisation. Data processing / 001D02B07B Data processing. List processing. Character string processing

Pascal
001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02B Software / 001D02B07 Memory organisation. Data processing / 001D02B07D Information systems. Data bases

Discipline
Computer science : theoretical automation and systems Operational research. Management
Origin
Inist-CNRS
Database
PASCAL
INIST identifier
28319014

Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS

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