Mining Multimedia Documents
Autor Wahiba Ben Abdessalem Karaa, Nilanjan Deyen Limba Engleză Hardback – 26 apr 2017
Mining Multimedia Documents is a must-read for researchers, practitioners, and students working at the intersection of data mining and multimedia applications. It investigates various techniques related to mining multimedia documents based on text, image, and video features. It provides an insight into the open research problems benefitting advanced undergraduates, graduate students, researchers, scientists and practitioners in the fields of medicine, biology, production, education, government, national security and economics.
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Specificații
ISBN-13: 9781138031722
ISBN-10: 1138031720
Pagini: 241
Ilustrații: 135
Dimensiuni: 178 x 254 x 18 mm
Greutate: 0.59 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
ISBN-10: 1138031720
Pagini: 241
Ilustrații: 135
Dimensiuni: 178 x 254 x 18 mm
Greutate: 0.59 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
Cuprins
Mining Multimedia Documents: An Overview. Fuzzy Decision Trees for Text Document Clustering. Towards Modeling Semi-Automatic Data Warehouses: Guided by Social Interactions. Multi-Agent System for Text Mining. The transformation of User Requirements in UML Diagrams: An Overview. An Overview of Information Extraction using Textual Case-Based Reasoning. Opinions Classification. Documents Classification Based on Text and Image Features. Content-Based Image Retrieval (CBIR). Mining Knowledge in Medical Image Databases. Segmentation for Medical Image Mining. Biological Data Mining: Techniques and Applications. Video Text Extraction and Mining. Recent Advancement in Multimedia Content using Deep Learning.
Descriere
This book is a combination of two research fields: data mining and multimedia. It investigates various techniques related to mining multimedia documents based on text, image and video features. It provides an insight into the open research problems benefitting advanced undergraduates, graduates, researchers, scientists and practitioners in the fields of medicine, biology, production, education, government, national security and economy.