Temporal Data Mining

• Main Author: Mitsa, Theophano
• Format: eBook Book
• Language: English
• Published: Boca Raton Chapman and Hall/CRC 2010; Chapman & Hall/CRC; CRC Press LLC; Chapman & Hall
• Edition: 1
• Series: Chapman & Hall/CRC data mining and knowledge discovery series
• Subjects: Data mining; Temporal databases; Time Series Prediction; Temporal Queries; Gene Expression Time Series Data; Data Sets; DTW; Spatiotemporal Data Mining; Pattern Discovery Algorithms; Execution Time; Gps Trace; Business Processes; Gene Expression Time Series; Financial Time Series; Temporal Data Mining; Web Usage Mining; Apriori Algorithm; TAs; RFID Data; Financial Time Series Forecasting; Wavelet Transform; Spatiotemporal Data; Time Series Forecasting; Embedding Dimension; Time Series Classification; Frequent Itemsets; Temporal Databases
• ISBN: 9781420089769; 1420089765; 1420089773; 9781420089776
• DOI: 10.1201/9781420089776

From basic data mining concepts to state-of-the-art advances, this book covers the theory of the subject as well as its application in a variety of fields. It discusses the incorporation of temporality in databases as well as temporal data representation, similarity computation, data classification, clustering, pattern discovery, and prediction.