Large-scale parallel data mining

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Large-scale parallel data mining / Mohammed J. Zaki, Ching-Tien Ho (eds.)

資料種別:

図書

出版情報:

Berlin : Springer, c2000

形態:

viii, 260 p. ; 24 cm

シリーズ名:

Lecture notes in computer science ; 1759 . Lecture notes in artificial intelligence <BA00009279>

著者名:

ISBN:

9783540671947 [3540671943]

書誌ID:

BA45723059

子書誌情報

フルテキスト

所蔵情報

他の版・巻

書誌詳細

注記:

Includes bibliographical references and index

主題:

Data mining

言語:

英語

目次情報:

Large-Scale Parallel Data Mining

Parallel and Distributed Data Mining: An Introduction / Mohammed J. Zaki

Mining Frameworks

The Integrated Delivery of Large-Scale Data Mining: The ACSys Data Mining Project / Graham Williams ; Irfan Altas ; Sergey Bakin ; Peter Christen ; Markus Hegland ; Alonso Marquez ; Peter Milne ; Rajehndra Nagappan ; Stephen Roberts

A High Performance Implementation of the Data Space Transfer Protocol (DSTP) / Stuart Bailey ; Emory Creel ; Robert Grossman ; Srinath Gutti ; Harinath Sivakumar

Active Mining in a Distributed Setting / Srinivasan Parthasarathy ; Sandhya Dwarkadas ; Mitsunori Ogihara

Associations and Sequences

Efficient Parallel Algorithms for Mining Associations / Mahesh V. Joshi ; Eui-Hong (Sam) Han ; George Karypis ; Vipin Kumar

Parallel Branch-and-Bound Graph Search for Correlated Association Rules / Shinichi Morishita ; Akihiro Nakaya

Parallel Generalized Association Rule Mining on Large Scale PC Cluster / Takahiko Shintani ; Masaru Kitsuregawa

Parallel Sequence Mining on Shared-Memory Machines

Classification

Parallel Predictor Generation / D.B. Skillicorn

Efficient Parallel Classification Using Dimensional Aggregates / Sanjay Goil ; Alok Choudhary

Learning Rules from Distributed Data / Lawrence O. Hall ; Nitesh Chawla ; Kevin W. Bowyer ; W. Philip Kegelmeyer

Clustering

Collective, Hierarchical Clustering from Distributed, Heterogeneous Data / Erik L. Johnson ; Hillol Kargupta

A Data-Clustering Algorithm On Distributed Memory Multiprocessors / Inderjit S. Dhillon ; Dharmendra S. Modha

Author Index

Large-Scale Parallel Data Mining

Parallel and Distributed Data Mining: An Introduction / Mohammed J. Zaki

Mining Frameworks

A High Performance Implementation of the Data Space Transfer Protocol (DSTP) / Stuart Bailey ; Emory Creel ; Robert Grossman ; Srinath Gutti ; Harinath Sivakumar

Active Mining in a Distributed Setting / Srinivasan Parthasarathy ; Sandhya Dwarkadas ; Mitsunori Ogihara

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