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Data platforms and analytics

Advancing data systems and analytics that enable scalable insights, intelligent applications, and scientific discovery.

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公開日

k-Balanced sorting and skew join in MPI and MapReduce

Silu Huang, Ada Wai-Chee Fu

2014 IEEE International Conference on Big Data (Big Data) | August 2014

公開日

Exploiting Geographic Dependencies for Real Estate Appraisal: A Mutual Perspective of Ranking and Clustering

Yanjie Fu, Hui Xiong, Yong Ge, Zijun Yao, Yu Zheng, Zhi-Hua Zhou

Proceedings of the 20th SIGKDD conference on Knowledge Discovery and Data Mining | August 2014

プロジェクト

公開日

Bringing Structure to Text: Mining Phrases, Entity Concepts, Topics, and Hierarchies

Jiawei Han, Chi Wang, Ahmed El-kishky

Proceeding 2014 ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2014

公開日

Fast foreign-key detection in Microsoft SQL server PowerPivot for Excel

Zhimin Chen, Vivek Narasayya, Surajit Chaudhuri

Proceedings of the VLDB Endowment | August 2014

プロジェクト

公開日

Distance Queries from Sampled Data: Accurate and Efficient

Edith Cohen

MSR-TR-2014-111 | August 2014

公開日

Sketch-based Influence Maximization and Computation: Scaling up with Guarantees

Daniel Delling, Edith Cohen, Thomas Pajor, Renato Werneck

MSR-TR-2014-110 | August 2014

ACM Conference on Multimedia

公開日

Transaction Processing on Confidential Data Using Cipherbase

Arvind Arasu, Ken Eguro, Manas Joglekar, Raghav Kaushik, Donald Kossmann, Ravi Ramamurthy

MSR-TR-2014-106 | August 2014

公開日

FastXML: A Fast, Accurate and Stable Tree-classifier for eXtreme Multi-label Learning

Yashoteja Prabhu, Manik Varma

ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2014

プロジェクト

公開日

Constructing Topical Hierarchies in Heterogeneous Networks

Chi Wang, Jialu Liu, Nihit Desai, Marina Danilevsky, Jiawei Han

Knowledge and Information Systems | August 2014, 巻44: pp. 529-558

公開日

Supporting Distributed Feed-Following Apps over Edge Devices

Badrish Chandramouli, Suman Nath, Wenchao Zhou

International Conference on Very Large Databases | August 2014

プロジェクト