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ORCIDMultimedia Data Mining and Analytics 2015
- Aaron K. Baughman, Jiang John Gao, Jia-Yu Pan, Valery A. Petrushin:
Multimedia Data Mining and Analytics - Disruptive Innovation. Springer 2015, ISBN 978-3-319-14997-4
Introduction
- Aaron K. Baughman, Jia-Yu Pan, Jiang John Gao, Valery A. Petrushin:
Disruptive Innovation: Large Scale Multimedia Data Mining. 3-28
Mobile and Social Multimedia Data Exploration
- Jianbo Yuan, Quanzeng You
, Jiebo Luo:
Sentiment Analysis Using Social Multimedia. 31-59 - Mario Cataldi, Luigi Di Caro, Claudio Schifanella:
Twitter as a Personalizable Information Service. 61-91 - Ling-Yin Wei, Yu Zheng, Wen-Chih Peng:
Mining Popular Routes from Social Media. 93-116 - Yi Yu, Roger Zimmermann, Suhua Tang:
Social Interactions over Location-Aware Multimedia Systems. 117-146 - Christel Amato, Marc Yvon, Wilfredo Ferré:
In-house Multimedia Data Mining. 147-155 - Gerald Friedland, Adam Janin, Howard Lei, Jaeyoung Choi, Robin Sommer:
Content-Based Privacy for Consumer-Produced Multimedia. 157-173
Biometric Multimedia Data Processing
- Stefan van der Stockt, Aaron K. Baughman, Michael Perlitz:
Large-Scale Biometric Multimedia Processing. 177-204 - Aaron D. Lawson, Luciana Ferrer, Wen Wang, John Murray:
Detection of Demographics and Identity in Spontaneous Speech and Writing. 205-225
Multimedia Data Modeling, Search and Evaluation
- Sadet Alcic, Stefan Conrad:
Evaluating Web Image Context Extraction. 229-252 - Haoran Wang, Zhengzhong Zhou, Changcheng Xiao, Liqing Zhang:
Content Based Image Search for Clothing Recommendations in E-Commerce. 253-267 - Kimiaki Shirahama, Kenji Kumabuchi, Marcin Grzegorzek, Kuniaki Uehara:
Video Retrieval Based on Uncertain Concept Detection Using Dempster-Shafer Theory. 269-294 - Damianos Galanopoulos, Milan Dojchinovski, Krishna Chandramouli, Tomás Kliegr, Vasileios Mezaris:
Multimodal Fusion: Combining Visual and Textual Cues for Concept Detection in Video. 295-310 - Farhan Baluch, Laurent Itti:
Mining Videos for Features that Drive Attention. 311-326 - Qingzhong Liu, Andrew H. Sung, Zhongxue Chen, Lei Chen:
Exposing Image Tampering with the Same Quantization Matrix. 327-343
Algorithms for Multimedia Data Presentation, Processing and Visualization
- Felix X. Yu, Yunchao Gong, Sanjiv Kumar:
Fast Binary Embedding for High-Dimensional Data. 347-371 - Jingdong Wang, Jing Wang, Qifa Ke, Gang Zeng, Shipeng Li:
Fast Approximate K-Means via Cluster Closures. 373-395 - Jingdong Wang, Jing Wang, Gang Zeng, Rui Gan, Shipeng Li, Baining Guo:
Fast Neighborhood Graph Search Using Cartesian Concatenation. 397-417 - Mark Last, Anna Usyskin:
Listen to the Sound of Data. 419-446
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