Multimedia data mining and analytics : disruptive innovation /: disruptive innovation. ([2015])

• Record Type: Book
• Further Information: Note: Aaron K. Baughman, Jiang Gao, Jia-Yu Pan, Valery A. Petrushin, editors.
• Editors: Baughman, Aaron K; Gao, Jiang; Pan, Jia-Yu; Petrushin, V. A (Valeriĭ Aleksandrovich)
• Contents: Part I: Introduction -- Disruptive Innovation: Large Scale Multimedia Data Mining -- Part II: Mobile and Social Multimedia Data Exploration -- Sentiment Analysis Using Social Multimedia -- Twitter as a Personalizable Information Service -- Mining Popular Routes from Social Media -- Social Interactions over Location-Aware Multimedia Systems -- In-house Multimedia Data Mining -- Content-based Privacy for Consumer-Produced Multimedia -- Part III: Biometric Multimedia Data Processing -- Large-scale Biometric Multimedia Processing -- Detection of Demographics and Identity in Spontaneous Speech and Writing -- Part IV: Multimedia Data Modeling, Search and Evaluation -- Evaluating Web Image Context Extraction -- Content Based Image Search for Clothing Recommendations in E-Commerce -- Video Retrieval based on Uncertain Concept Detection using Dempster-Shafer Theory -- Multimodal Fusion: Combining Visual and Textual Cues for Concept Detection in Video -- Mining Videos for Features that Drive Attention -- Exposing Image Tampering with the Same Quantization Matrix -- Part V: Algorithms for Multimedia Data Presentation, Processing and Visualization -- Fast Binary Embedding for High-Dimensional Data -- Fast Approximate K-Means via Cluster Closures -- Fast Neighborhood Graph Search using Cartesian Concatenation -- Listen to the Sound of Data.
• Publisher Details: Cham : Springer
• Publication Date: 2015
• Extent: 1 online resource
• Subjects: 006.312; Computer science; Data mining; Multimedia systems; COMPUTERS -- General; Data mining; Multimedia systems; Computer Science; Multimedia Information Systems; Data Mining and Knowledge Discovery; Image Processing and Computer Vision; Signal, Image and Speech Processing; Innovation/Technology Management; Artificial Intelligence (incl. Robotics); Computers -- Database Management -- Data Mining; Computers -- Computer Graphics; Technology & Engineering -- Electronics -- General; Business & Economics -- Production & Operations Management; Computers -- Intelligence (AI) & Semantics; Data mining; Image processing; Imaging systems & technology; Research & development management; Artificial intelligence; Computer vision; Management; Artificial intelligence; Computers -- Interactive & Multimedia; Graphical & digital media applications; Electronic books
• Languages: English
• ISBNs: 9783319149981; 3319149989; 3319149970; 9783319149974
• Related ISBNs: 9783319149974
• Notes: Note: Includes bibliographical referencesa nd indexes.; Note: Vendor-supplied metadata.
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