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Ruoming Jin

Papers on DiSC'06


An Algorithm for In-Core Frequent Itemset Mining on Streaming Data

Shared memory parallelization of data mining algorithms: techniques, programming interface, and performance

Publications


Note: Links lead to the DBLP on the Web.

Ruoming Jin

Chao Wang , Srinivasan Parthasarathy , Ruoming Jin: A Decomposition-Based Probabilistic Framework for Estimating the Selectivity of XML Twig Queries. EDBT 2006 : 533-551

Ruoming Jin, Gagan Agrawal : Systematic Approach for Optimizing Complex Mining Tasks on Multiple Databases. ICDE 2006 : 17

Ruoming Jin, Leo Glimcher , Chris Jermaine , Gagan Agrawal : New Sampling-Based Estimators for OLAP Queries. ICDE 2006 : 18

Kaushik Sinha , Xuan Zhang , Ruoming Jin, Gagan Agrawal : Using Data Mining Techniques to Learn Layouts of Flat-File Biological Datasets. BIBE 2005 : 177-184

Kaushik Sinha , Xuan Zhang , Ruoming Jin, Gagan Agrawal : Learning Layouts of Biological Datasets Semi-automatically. DILS 2005 : 31-45

Ruoming Jin, Gagan Agrawal : An Algorithm for In-Core Frequent Itemset Mining on Streaming Data. ICDM 2005 : 210-217

Leonid Glimcher , Gagan Agrawal , Sameep Mehta , Ruoming Jin, Raghu Machiraju : Parallelizing a Defect Detection and Categorization Application. IPDPS 2005

Ruoming Jin, Kaushik Sinha , Gagan Agrawal : Simultaneous optimization of complex mining tasks with a knowledgeable cache. KDD 2005 : 600-605

Ruoming Jin, Chao Wang , Dmitrii Polshakov , Srinivasan Parthasarathy , Gagan Agrawal : Discovering frequent topological structures from graph datasets. KDD 2005 : 606-611

Ruoming Jin, Ge Yang , Gagan Agrawal : Shared Memory Parallelization of Data Mining Algorithms: Techniques, Programming Interface, and Performance. IEEE Trans. Knowl. Data Eng. 17 (1): 71-89 (2005)

Ruoming Jin, Gagan Agrawal : A methodology for detailed performance modeling of reduction computations on SMP machines. Perform. Eval. 60 (1-4): 73-105 (2005)

Anjan Goswami , Ruoming Jin, Gagan Agrawal : Fast and Exact Out-of-Core K-Means Clustering. ICDM 2004 : 83-90

Ruoming Jin, Karthik Vaidyanathan , Ge Yang , Gagan Agrawal : Using Tiling to Scale Parallel Data Cube Construction. ICPP 2004 : 365-372

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

Xiaogang Li , Ruoming Jin, Gagan Agrawal : Compiler and Runtime Support for Shared Memory Parallelization of Data Mining Algorithms. LCPC 2002 : 265-279

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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