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JMLR Workshop and Conference Proceedings

Volume 41: Proceedings of the 4th International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications

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

Contents:

Front Matter

Preface

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

Invited Demo Talks

Taking machine learning research online with OpenML

Joaquin Vanschoren, Jan N. van Rijn, Bernd Bischl

Big Data with ADAMS

Peter Reutemann, Geoff Holmes

Accepted Papers

Interactive Visual Big Data Analytics for Large Area Farm Biosecurity Monitoring: i-EKbase System

Ritaban Dutta, Heiko Mueller, Daniel Smith, Aruneema Das, Jagannath Aryal

Anytime Concurrent Clustering of Multiple Streams with an Indexing Tree

Zhinoos Razavi Hesabi, Timos Sellis, Xiuzhen Zhang

Scalable Multidimensional Hierarchical Bayesian Modeling on Spark

Robert Ormandi, Hongxia Yang, Quan Lu

Adaptive Stream Clustering Using Incremental Graph Maintenance

Marwan Hassani, Pascal Spaus, Alfredo Cuzzocrea, Thomas Seidl

Random Decision Hashing for Massive Data Learning

Xiatian Zhang, Wei Fan, Nan Du

Shared Execution of Clustering Tasks

Padmashree Ravindra, Rajeev Gupta, Kemafor Anyanwu