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19. KDD 2014: New York City, USA - BigMine Workshop
- Wei Fan, Albert Bifet, Qiang Yang, Philip S. Yu:
Proceedings of the 3rd International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications, BigMine 2014, New York City, USA, August 24, 2014. JMLR Workshop and Conference Proceedings 36, JMLR.org 2014
Front Matter
- Wei Fan, Albert Bifet, Qiang Yang, Philip S. Yu:
Preface.
Accepted Papers
- Robert Kessl, Nilothpal Talukder, Pranay Anchuri, Mohammed J. Zaki:
Parallel Graph Mining with GPUs. 1-16 - Zhuolin Qiu, Bin Wu, Bai Wang, Le Yu:
Gibbs Collapsed Sampling for Latent Dirichlet Allocation on Spark. 17-28 - Udayan Khurana, Srinivasan Parthasarathy, Deepak S. Turaga:
FAQ: A Framework for Fast Approximate Query Processing on Temporal Data. 29-45 - Shingo Takamatsu, Carlos Guestrin:
Reducing Data Loading Bottleneck with Coarse Feature Vectors for Large Scale Learning. 46-60 - David Sergio Matusevich, Carlos Ordonez:
A Clustering Algorithm Merging MCMC and EM Methods Using SQL Queries. 61-76 - Fanglin Li, Bin Wu, Liutong Xu, Chuan Shi, Jing Shi:
A Fast Distributed Stochastic Gradient Descent Algorithm for Matrix Factorization. 77-87 - Carlos Ordonez, Yiqun Zhang, Wellington Cabrera:
The Gamma Operator for Big Data Summarization on an Array DBMS. 88-103 - Dirk Habich, Stefanie Gahrig, Wolfgang Lehner:
Towards Optimal Execution of Density-based Clustering on Heterogeneous Hardware. 104-119 - Thibault Debatty, Pietro Michiardi, Olivier Thonnard, Wim Mees:
Scalable Graph Building from Text Data. 120-132 - Dino Ienco, Indre Zliobaite, Bernhard Pfahringer:
High density-focused uncertainty sampling for active learning over evolving stream data. 133-148 - Xiao Qin, Ramoza Ahsan, Xika Lin, Elke A. Rundensteiner, Matthew O. Ward:
iPARAS: Incremental Construction of Parameter Space for Online Association Mining. 149-165 - Abhik Ray, Larry Holder, Sutanay Choudhury:
Frequent Subgraph Discovery in Large Attributed Streaming Graphs. 166-181 - Basheer Hawwash, Olfa Nasraoui:
From Tweets to Stories: Using Stream-Dashboard to weave the twitter data stream into dynamic cluster models. 182-197 - João Duarte, João Gama:
Ensembles of Adaptive Model Rules from High-Speed Data Streams. 198-213 - Mohammad Taha Bahadori, Yi Chang, Bo Long, Yan Liu:
Scalable Heterogeneous Transfer Ranking. 214-228
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