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JMLR Workshop and Conference Proceedings

Volume 53: Proceedings of the 5th International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications

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

Contents:

Front Matter

Preface

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

Accepted Papers

Exact and Estimation of Local Edge-centric Graphlet Counts

Nesreen K. Ahmed, Theodore L. Willke, Ryan A. Rossi

Scalable SDE Filtering and Inference with Apache Spark

Harish S. Bhat, R. W. M. A. Madushani, Shagun Rawat

Contextual Embedding for Distributed Representations of Entities in a Text Corpus

Md Abdul Kader, Arnold P. Boedihardjo, Sheikh Motahar Naim, M. Shahriar Hossain

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

FPGASVM: A Framework for Accelerating Kernelized Support Vector Machine

Mudhar Bin Rabieah, Christos-Savvas Bouganis

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

Manan Shah

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

Hongxia Yang, Quan Lu, Angus Xianen Qiu, Chun Han