Part I: Introduction
Disruptive Innovation: Large Scale Multimedia Data Mining
Aaron K. Baughman, Jia-Yu Pan, Jiang Gao, and Valery A. Petrushin
Part II: Mobile and Social Multimedia Data Exploration
Sentiment Analysis Using Social Multimedia
Jianbo Yuan, Quanzeng You, and Jiebo Luo
Twitter as a Personalizable Information Service
Mario Cataldi, Luigi Di Caro, and Claudio Schifanella
Mining Popular Routes from Social Media
Ling-Yin Wei, Yu Zheng, and Wen-Chih Peng
Social Interactions over Location-Aware Multimedia Systems
Yi Yu, Roger Zimmermann, and Suhua Tang
In-house Multimedia Data Mining
Christel Amato, Marc Yvon, and Wilfredo Ferré
Content-based Privacy for Consumer-Produced Multimedia
Gerald Friedland, Adam Janin, Howard Lei, Jaeyoung Choi, and Robin Sommer
Part III: Biometric Multimedia Data Processing
Large-scale Biometric Multimedia Processing
Stefan van der Stockt, Aaron Baughman, and Michael Perlitz
Detection of Demographics and Identity in Spontaneous Speech and Writing
Aaron Lawson, Luciana Ferrer, Wen Wang, and John Murray
Part IV: Multimedia Data Modeling, Search and Evaluation
Evaluating Web Image Context Extraction
Sadet Alcic and Stefan Conrad
Content Based Image Search for Clothing Recommendations in E-Commerce
Haoran Wang, Zhengzhong Zhou, Changcheng Xiao, and Liqing Zhang
Video Retrieval based on Uncertain Concept Detection using Dempster-Shafer Theory
Kimiaki Shirahama, Kenji Kumabuchi, Marcin Grzegorzek, and Kuniaki Uehara
Multimodal Fusion: Combining Visual and Textual Cues for Concept Detection in Video
Damianos Galanopoulos, Milan Dojchinovski, Krishna Chandramouli, Tomáš Kliegr, and Vasileios Mezaris
Mining Videos for Features that Drive Attention
Farhan Baluch and Laurent Itti
Exposing Image Tampering with the Same Quantization Matrix
Qingzhong Liu, Andrew H. Sung, Zhongxue Chen, and Lei Chen
Part V: Algorithms for Multimedia Data Presentation, Processing and Visualization
Fast Binary Embedding for High-Dimensional Data
Felix X. Yu, Yunchao Gong, and Sanjiv Kumar
Fast Approximate K-Means via Cluster Closures
Jingdong Wang, Jing Wang, Qifa Ke, Gang Zeng, and Shipeng Li
Fast Neighborhood Graph Search using Cartesian Concatenation
Jingdong Wang, Jing Wang, Gang Zeng, Rui Gan, Shipeng Li, and Baining Guo
Listen to the Sound of Data
Mark Last and Anna Usyskin (Gorelik)
