数据挖掘Bibliography THE FULL VERSION >>>>>>>
Improved Methods for Finding Association Rules,
Available as compressed postscript.
Learning Decision Trees for Mapping the Local Environment in Mobile Robot Navigation,
Available as compressed postscript.
Learning Decision Trees for Mapping the Local Environment in Mobile Robot Navigation,
Available as compressed postscript.
Overheads for the AI'94 Tutorial on Intelligent Learning Database Systems,
Available as postscript.
State Of The Art,
Available as sec8.htm.
Mining Association Rules between Sets of Items in Large Databases, Rakesh Agrawal and Tomasz Imielinski and Arun N. Swami
Available as postscript.
Machine Learning tutorial (Slides and Anotated Bibliography), David Aha
Available as hypertext.
Managing Complexity in Large Data Bases Using Self-Organizing Maps, Barbro Back and Mikko Irjala and Kaisa Sere and Hannu Vanharanta
Available as hypertext.
An Examination of Inductive Learning Algorithms for the Classification of Sleep Signals, John A. Bentrup and Sylvian R. Ray
Available as compressed postscript.
Applying classification algorithms in practice (preprint), C. E. Brodley and P. Smyth
Available as hypertext.
Megainduction: machine learning on very large databases, Jason Catlett
Available as hypertext.
A framework for query optimization to support data mining, R. Sunil Choenni and Arno P. J. M. Siebes
Available as compressed postscript.
On multi-query optimization, R. (Sunil) Choenni and Martin L. Kersten and Johan F. P. van den Akker and Amani Saad
Available as compressed postscript.
Security and Privacy Implications of Data Mining, Chris Clifton and Don Marks
Available as postscript.
Overfitting Explained, P. R. Cohen and D. Jensen
Available as postscript.
Substructure Discovery Using Minimum Description Length and Background Knowledge, D. J. Cook and L. B. Holder
Available as postscript.
Technology Overview: A Report on Data Mining, K. Decker and S. Focardi
Available as hypertext.
A comparison of ID3 and backpropagation for English text-to-speech mapping. (Preprint), T. G. Dietterich and H. Hild and G. Bakiri
Available as compressed postscript.
Interactive Data Visualization at AT\&T Bell Labs, Stephen G. Eick and Brian S. Johnson
Available as bsj\_bdy.htm.
In Defence of C4.5 Notes on Learning One-Level Decision Trees, Tapio Elomaa
Available as compressed postscript.
Evaluation und Erweiterung eines Verfahrens zum Finden von Regelmaessigkeiten in relationalen Datenbanken, Stefan Escher
Available as compressed postscript.
FastMap: A Fast Algorithm for Indexing, Data-Mining and Visualization of Traditional and Multimedia Datasets, Christos Faloutsos and King-Ip (David) Lin
Available as compressed postscript.
Iterative Optimization and Simplification of Hierarchical Clusterings, Doug Fisher
Available as hypertext.
Inductive characterisation of database relations., P. A. Flach
Available as compressed postscript.
A data-parallel primitive for high-performance knowledge discovery in large databases, S. H. Freitas and A. A. Lavington
Available as compressed postscript.
Lazy Decision Trees, Jerome Friedman and Ron Kohavi and Yeogirl Yun
Available as ronnyk.
Excavate Your Data, Cheryl Gerber
Available as hypertext.
Mining Multi-Dimensional Association Rules Using Data Cubes, Jiawei Han and Micheline Kamber and Jenny Chiang
Available as compressed postscript.
Discovery of Multiple-Level Association Rules from Large Databases, Jiawei Han and Yongjian Fu
Available as compressed postscript.
Resource and Knowledge Discovery in Global Information Systems: A Multiple Layered Database Approach, Jiawei Han and Osmar R. Zaiane and Yongjian Fu
Available as compressed postscript.
Knowledge discovery from telecommunication network alarm databases, K. Hatonen and M. Klemettinen and H. Mannila and P. Ronkainen and H. Toivonen
Available as hypertext.
Architectural Support for Data Mining, Marcel Holsheimer and Martin L. Kersten
Available as compressed postscript.
A perspective on databases and data mining, Marcel Holsheimer and Martin L. Kersten and Heikki Mannila and Hannu Toivonen
Available as compressed postscript.
Data Mining, The Search for Knowledge in Databases, Marcel Holsheimer and Arno Siebes
Available as compressed postscript.
Knowledge Discovery in Databases: An Attribute-Oriented Rough Set Approach, Tony Xiaohua Hu
Available as compressed postscript.
Conceptual Clustering and Concept Hierarchies in Knowledge Discovery., Xiaohua Hu
Available as compressed postscript.
A Radial Basis Function Approach to Financial Time Series Analysis, James M. Hutchinson
Available as compressed postscript.
Data Mining: Extending the Information Warehouse Framework,
Available as datamine.
Mining Data, IceBreaker
Available as ice_it.htm.
Seer: Maximum Likelihood Regression for Learning-Speed Curves, Ph.D. Carl Myers Kadie
Available as compressed postscript.
Supporting Data Mining of Large Databases by Visual Feedback Queries, D. A. Keim and H.-P. Kriegel and T. Seidl
Available as postscript.
VisDB: Database Exploration using Multidimensional Visualization, D. A. Keim and H. Kriegel
Available as postscript.
Databases and Visualization, D. A. Keim
Available as postscript.
Pixel-oriented Visualization Techniques for Exploring Very Large Databases, D. A. Keim
Available as postscript.
On the symbiosis of a data mining environment and a DBMS, Martin L. Kersten and Marcel Holsheimer
Available as compressed postscript.
Finding interesting rules from large sets of discovered association rules, Mika Klemettinen and Heikki Mannila and Pirjo Ronkainen and Hannu Toivonen and A. Inkeri Verkamo
Available as compressed postscript.
Automatic Parameter Selection by Minimizing Estimated Error, Ron Kohavi and George John
Available as ronnyk.
Bias Plus Variance Decomposition for Zero-One Loss Functions, Ron Kohavi and David H. Wolpert
Available as ronnyk.
Error-Based and Entropy-Based Discretization of Continuous Features, Ron Kohavi and Mehran Sahami
Available as ronnyk.
Feature Subset Selection Using the Wrapper Method: Overfitting and Dynamic Search Space Topology, Ron Kohavi and Sommerfield Dan
Available as postscript.
Option Decision Trees with Majority Votes, Ron Kohavi and Clayton Kunz
Available as ronnyk.
Data Mining Using MLC++: A Machine Learning Library in C++, Ron Kohavi and Dan Sommerfield and James Dougherty
Available as compressed postscript.
Wrappers for Feature Subset Selection, Ron Kohavi and George H. John
Available as ronnyk.
Scaling Up the Accuracy of Naive-Bayes Classifiers: a Decision-Tree Hybrid, Ron Kohavi
Available as postscript.
Wrappers for Performance Enhancement and Oblivious Decision Graphs, Ron Kohavi
Available as ronnyk.
Quantifiable Data Mining Using Principal Component Analysis, Flip Korn and Alexandros Labrinidis and Yannis Kotidis and Christos Faloutsos and Alex Kaplunovich and Dejan Perkovic
Available as compressed postscript.
Unearthing Underground Data, Cheryl D Krivda
Available as 9605mine.htm.
Visualization support for data mining, H. Y. Lee and H. L. Ong
Available as IEEEpub.zip.
NeuroRule: A Connectionist Approach to Data Mining, H. Lu and R. Setiono and H. Liu
Available as postscript.
CUPID - An Iterative Knowledge Discovery Framework, Max Bramer Jason Mallen
Available as hypertext.
Discovering Frequent Episodes in Sequences, H. Mannila and H. Toivonen and A. I. Verkamo
Available as compressed postscript.
Efficient algorithms for discovering association rules, Heikki Mannila and Hannu Toivonen and A. Inkeri Verkamo
Available as compressed postscript.
MDL-Based Decision Tree Pruning, Manish Mehta and Jorma Rissanen and Rakesh Agrawal
Available as postscript.
Fast Sequential and Parallel Algorithms for Association Rule Mining: A Comparison, Andreas Mueller
Available as compressed postscript.
Exploring the Decision Forest: An Empirical Investigation of Occam's Razor in Decision Tree Induction, Patrick M. Murphy and Michael J. Pazzani
Available as postscript.
Belief Network Induction, Ron Musick
Available as ~musick.
OLAP and Data Mining: Bridging the Gap, Kamran Parsaye
Available as parsfeb.htm.
KDD-93: Progress and Challenges in Knowlege Discovery in Databases, G. Piatetsky-Shapiro and C. Matheus and P. Smyth and R. Uthurusamy
Available as kdd-93-report.tex.
Cooperation through Hierarchical Competition in Genetic Data Mining, N J Radcliffe and P D Surry
Available as compressed postscript.
Genetic Programming for Improved Data Mining: An Application to the Biochemistry of Protein Interactions, M. L. Raymer and W. F. Punch and E. D. Goodman and L. A. Kuhn
Available as postscript.
Discretization of Numerical Attributes, Knut Magne Risvik
Available as postscript.
Dealing with Duplicate Tuples in Multi-Join Query Processing, Roberto J. Bayardo, Jr.
Available as compressed postscript.
Deriving Queries From Examples Using Genetic Programming, Tae-Wan Ryu and Christoph F. Eick
Available as postscript.
MASSON: Discovering Commonalties in Collection of Objects using Genetic Programming, Tae-Wan Ryu and Christoph F. Eick
Available as postscript.
On Comparing Classifiers: A Critique of Current Research and Methods, Steven Salzberg
Available as postscript.
Bottom-up induction of functional dependencies from relations, I. Savnik and P. A. Flach
Available as compressed postscript.
Homogeneous Discoveries Contain no Surprises: Inferring Risk-profiles from Large Databases, Arno Siebes
Available as compressed postscript.
Data Mining with Silicon Graphics Technology, Arun Swami
Available as hypertext.
Program Evolution for Data Mining, Astro Teller and Manuela Veloso
Available as postscript.
Data Mining \& Visualization: It's All In the Interaction, Kurt Thearling
Available as dmviz.shtml.
Papers on Rough Sets Theory and Information Systems, a team working in University of Warsaw and Warsaw Uniwersity of Technology.
Available as Reports.
Discovering Active Motifs in Sets of Related Protein Sequences and Using Them for Classification, J. T. L. Wang and T. G. Marr and D. Shasha and B. A. Shapiro and G.-W. Chirn
Available as hypertext.
Rule-based Machine Learning Methods for Functional Prediction, S. M. Weiss and N. Indurkhya
Available as hypertext.
Extensibility in data mining systems, Stefan Wrobel and Dietrich Wettschereck and Edgar Sommer and Werner Emde
Available as compressed postscript.
The ILP description learning problem: Towards a general model-level definition of data mining in ILP, Stefan Wrobel and Saso Dzeroski
Available as compressed postscript.
User Interactivity in Very Large Scale Data Mining,
Available as compressed postscript.
Knowledge Discovery in Databases, B. Wuethrich
Available as hypertext.
A Framework for Knowledge Discovery and Evolution in Databases (78K), Jong P. Yoon and Larry Kerschberg
Available as compressed postscript.
Evaluation of Sampling for Data Mining of Association Rules, Mohammed Javeed Zaki and Srinivasan Parthasarathy and Wei Li and Mitsunori Ogihara
Available as compressed postscript.
Parallel Data Mining for Association Rules on Shared-Memory Multiprocessors, Mohammed Javeed Zaki and Mitsunori Ogihara and Srinivasan Parthasarathy and Wei Li
Available as compressed postscript.
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