Temporal association rule mining: An overview considering the time variable as an integral or implied component

作者: Alberto Segura‐Delgado , María José Gacto , Rafael Alcalá , Jesús Alcalá‐Fdez

DOI: 10.1002/WIDM.1367

关键词:

摘要: … time or represent different temporal situations, in such a way that this temporal information is … If such temporal components are not properly taken into account, the knowledge extracted …

参考文章(112)
Jitender Deogun, Liying Jiang, Prediction Mining – An Approach to Mining Association Rules for Prediction Lecture Notes in Computer Science. pp. 98- 108 ,(2005) , 10.1007/11548706_11
Claudio Bettini, Sushil Jajodia, Xiaoyang Sean Wang, Mining Temporal Relationships with Multiple Granularities in Time Sequences IEEE Data(base) Engineering Bulletin. ,vol. 21, pp. 32- 38 ,(1998)
Ming-Yen Lin, Suh-Yin Lee, Fast Discovery of Sequential Patterns by Memory Indexing data warehousing and knowledge discovery. pp. 150- 160 ,(2002) , 10.1007/3-540-46145-0_15
Purificación Cariñena, Fuzzy temporal association rules: combining temporal and quantitative data to increase rule expressiveness Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery. ,vol. 4, pp. 64- 70 ,(2014) , 10.1002/WIDM.1116
Sherri K. Harms, Jitender S. Deogun, Sequential Association Rule Mining with Time Lags intelligent information systems. ,vol. 22, pp. 7- 22 ,(2004) , 10.1023/A:1025824629047
Dan Li, Jitender S. Deogun, Discovering partial periodic sequential association rules with time lag in multiple sequences for prediction international syposium on methodologies for intelligent systems. pp. 332- 341 ,(2005) , 10.1007/11425274_35
Xiaodong Chen, Ilias Petrounias, Mining Temporal Features in Association Rules european conference on principles of data mining and knowledge discovery. pp. 295- 300 ,(1999) , 10.1007/978-3-540-48247-5_33
Albrecht Zimmermann, Understanding episode mining techniques: Benchmarking on diverse, realistic, artificial data intelligent data analysis. ,vol. 18, pp. 761- 791 ,(2014) , 10.3233/IDA-140668
Michael H Bohlen, Renato Busatto, Christian S Jensen, Point-versus interval-based temporal data models international conference on data engineering. pp. 192- 200 ,(1998) , 10.1109/ICDE.1998.655777
José Kadir Febrer-Hernández, José Hernández-Palancar, Sequential pattern mining algorithms review intelligent data analysis. ,vol. 16, pp. 451- 466 ,(2012) , 10.3233/IDA-2012-0533