Volume 53: Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications, 14 August 2016, San Francisco, California, USA

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Editors: Wei Fan, Albert Bifet, Jesse Read, Qiang Yang, Philip S. Yu

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Contents:

Front Matter

Preface

Wei Fan, Albert Bifet, Jesse Read, Qiang Yang, Philip S. Yu ; PMLR 53:i-viii

Accepted Papers

Exact and Estimation of Local Edge-centric Graphlet Counts

Nesreen K. Ahmed, Theodore L. Willke, Ryan A. Rossi ; PMLR 53:1-17

Scalable SDE Filtering and Inference with Apache Spark

Harish S. Bhat, R. W. M. A. Madushani, Shagun Rawat ; PMLR 53:18-34

Contextual Embedding for Distributed Representations of Entities in a Text Corpus

Md Abdul Kader, Arnold P. Boedihardjo, Sheikh Motahar Naim, M. Shahriar Hossain ; PMLR 53:35-50

A Sub-linear, Massive-scale Look-alike Audience Extension System A Massive-scale Look-alike Audience Extension

Qiang Ma, Musen Wen, Zhen Xia, Datong Chen ; PMLR 53:51-67

FPGASVM: A Framework for Accelerating Kernelized Support Vector Machine

Mudhar Bin Rabieah, Christos-Savvas Bouganis ; PMLR 53:68-84

Disease Propagation in Social Networks: A Novel Study of Infection Genesis and Spread on Twitter

Manan Shah ; PMLR 53:85-102

Large Scale CVR Prediction through Dynamic Transfer Learning of Global and Local Features

Hongxia Yang, Quan Lu, Angus Xianen Qiu, Chun Han ; PMLR 53:103-119

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