Multimedia Data Mining and Analytics

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 Featuresthat 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.

Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.

• Inovação empresarial
• Inteligência artificial
• Gráficas e aplicativos de mídia digital,
• Mineração de Dados
• Os sistemas especialistas / sistemas baseados em conhecimento
• Visão por computador
• Engenharia electrónica
• Processamento de sinais

Audio Recognition;Computer Vision;Disruptive Innovation;Image Processing;Machine Learning;Multi-Modal Data Processing;Multimedia Data Mining;Natural Language Processing;Signal Processing