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PROCEEDINGS VOLUME 10989 • new

Big Data: Learning, Analytics, and Applications
Editor(s): Fauzia Ahmad
For the purchase of this volume in printed format, please visit Proceedings.com

Volume Details

Volume Number: 10989
Date Published: 26 July 2019

Table of Contents
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Front Matter: Volume 10989
Author(s): Proceedings of SPIE
A big data inspired preprocessing scheme for bandwidth use optimization in smart cities applications using Raspberry Pi
Author(s): Behshad Mohebali; Amirhessam Tahmassebi; Amir H. Gandomi; Anke Meyer-Baese
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Edge-to-fog computing for color-assisted moving object detection
Author(s): Ying Liu; Zachary Bellay; Payton Bradsky; Glen Chandler; Brandon Craig
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Sparsity-based collaborative sensing in a scalable wireless network
Author(s): Shuimei Zhang; Ammar Ahmed; Yimin D. Zhang
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Near-field source localization with an underwater inflatable sonar co-prime array
Author(s): Tongdi Zhou; Fauzia Ahmad; Bing Ouyang; Yanjun Li
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RF sensing for continuous monitoring of human activities for home consumer applications
Author(s): Moeness G. Amin; Arun Ravisankar; Ronny G. Guendel
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A compressed sensing approach to hyperspectral classification
Author(s): C. J. Della Porta; Bernard Lampe; Adam Bekit; Chein-I Chang
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Machine learning application to hydraulic fracturing
Author(s): Giovanni Tamez; Danytza Castillo; Aaron Colmenero; Jorge A. Ayala; Colleen P. Bailey
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Learning to rank faulty source files for dependent bug reports
Author(s): Nasir Safdari; Hussein Alrubaye; Wajdi Aljedaani; Bladimir Baez Baez; Andrew DiStasi; Mohamed Wiem Mkaouer
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Fake news identification: a comparison of parts-of-speech and N-grams with neural networks
Author(s): Brandon Stoick; Nicholas Snell; Jeremy Straub
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Big data analytics in medical imaging using deep learning
Author(s): Amirhessam Tahmassebi; Anahid Ehtemami; Behshad Mohebali; Amir H. Gandomi; Katja Pinker; Anke Meyer-Baese
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Defense against adversarial spectroscopic attacks (Conference Presentation)
Author(s): Casey Smith; Youlin Liu; Garth J. Simpson
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Unsupervised automatic target generation process via compressive sensing
Author(s): Adam Bekit; Charles Della Porta; Bernard Lampe; Bai Xue; Chen-I Chang
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Human activity monitoring using a compressive active sensing electro-optical sensor
Author(s): Bing Ouyang; Dennis Estrada; Yanjun Li; Fauzia Ahmad
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Superresolution via bilinear fusion of multimodal imaging data
Author(s): Pulak Sarangi; Piya Pal
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Two dimensional sparse array design for wideband signals
Author(s): Syed A. Hamza; Moeness G. Amin
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Performance trade-off analysis of co-design of radar and phase modulated communication signals in frequency hopping MIMO systems
Author(s): Indu Priya Eedara; Moeness G. Amin
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Clutter Identification based on sparse recovery with dynamically changing dictionary sizes for cognitive radar
Author(s): Yuansheng Zhu; Yijian Xiang; Satyabrata Sen; Ervin Sejdic; Arye Nehorai; Murat Akcakaya
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Compressive hyperspectral image reconstruction with deep neural networks
Author(s): Yaron Heiser; Yaniv Oiknine; Adrian Stern
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Separation of composite tensors with sparse Tucker representations
Author(s): Ashley Prater-Bennette; Kenneth Theodore Carr
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Options for multimodal classification based on L1-Tucker decomposition
Author(s): Dimitris G. Chachlakis; Mayur Dhanaraj; Ashley Prater-Bennette; Panos P. Markopoulos
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Conformity evaluation and L1-norm principal-component analysis of tensor data
Author(s): Konstantinos Tountas; Dimitris A. Pados; Michael J. Medley
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Security analysis and recommendations for AI/ML enabled automated cyber medical systems
Author(s): J. Farroha
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