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Ruoming Jin

Papers on DiSC'04


Efficient decision tree construction on streaming data

Publications


Note: Links lead to the DBLP on the Web.

Ruoming Jin

Ruoming Jin, Ge Yang , Gagan Agrawal : Parallel Data Cube Construction: Algorithms, Theoretical Analysis, and Experimental Evaluation. HiPC 2003 : 74-84

Ruoming Jin, Ge Yang , Karthik Vaidyanathan , Gagan Agrawal : Communication and Memory Optimal Parallel Data Cube Construction. ICPP 2003 : 573-580

Ge Yang , Ruoming Jin, Gagan Agrawal : Impact of Data Distribution, Level of Parallelism, and Communication Frequency on Parallel Data Cube Construction. IPDPS 2003 : 66

Xiaogang Li , Ruoming Jin, Gagan Agrawal : A Compilation Framework for Distributed Memory Parallelization of Data Mining Algorithms. IPDPS 2003 : 7

Ruoming Jin, Gagan Agrawal : Efficient decision tree construction on streaming data. KDD 2003 : 571-576

Ruoming Jin, Gagan Agrawal : Communication and Memory Efficient Parallel Decision Tree Construction. SDM 2003

Ge Yang , Ruoming Jin, Gagan Agrawal : Implementing data cube construction using a cluster middleware: algorithms, implementation experience, and performance evaluation. Future Generation Comp. Syst. 19 (4): 533-550 (2003)

Ge Yang , Ruoming Jin, Gagan Agrawal : Implementing Data Cube Construction using a Cluster Middleware: Algorithms, Implementation Experience, and Performance Evaluation. CCGRID 2002 : 84-92

Ruoming Jin, Gagan Agrawal : Shared Memory Parallelization of Decision Tree Construction Using a General Data Mining Middleware. Euro-Par 2002 : 346-354

Ruoming Jin, Gagan Agrawal : Design and Evaluation of a High-Level Interface for Data Mining. IPDPS 2002

Ruoming Jin, Gagan Agrawal : Shared Memory Paraellization of Data Mining Algorithms: Techniques, Programming Interface, and Performance. SDM 2002

Ruoming Jin, Gagan Agrawal : Performance prediction for random write reductions: a case study in modeling shared memory programs. SIGMETRICS 2002 : 117-128

Ruoming Jin, Gagan Agrawal : An efficient association mining implementation on clusters of SMP. IPDPS 2001 : 156

Gagan Agrawal , Ruoming Jin, Xiaogang Li : Compiler and Middleware Support for Scalable Data Mining. LCPC 2001 : 33-51

Renato Ferreira , Gagan Agrawal , Ruoming Jin, Joel H. Saltz : Compiling Data Intensive Applications with Spatial Coordinates. LCPC 2000 : 339-354

Gagan Agrawal , Renato Ferreira , Ruoming Jin, Joel H. Saltz : High Level Programming Methodologies for Data Intensive Computations. LCR 2000 : 32-43

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