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1

Normative systems of discovery and logic of search

Jan M. Zytkow, Herbert A. Simon

Journal:

Year:

1988

Language:

english

File:

PDF, 1.33 MB

english, 1988

2

Knowledge-Seeking by Questioning, Part I || Normative Systems of Discovery and Logic of Search

Jan M. Zytkow and Herbert A. Simon

Journal:

Year:

1988

Language:

english

File:

PDF, 2.52 MB

english, 1988

3

Data-driven approaches to empirical discovery

Pat Langley, Jan M. Zytkow

Journal:

Artificial Intelligence

Year:

1989

Language:

english

File:

PDF, 1.78 MB

english, 1989

4

A theory of historical discovery: The construction of componential models

Zytkow, Jan M., Simon, Herbert A.

Journal:

Machine Learning

Year:

1986

Language:

english

File:

PDF, 1.69 MB

english, 1986

5

Creating a discoverer: Autonomous knowledge seeking agent

Journal:

Foundations of Science

Year:

1995

Language:

english

File:

PDF, 1.69 MB

english, 1995

6

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1704 || Learning of Simple Conceptual Graphs from Positive and Negative Examples

Żytkow, Jan M., Rauch, Jan

Year:

1999

Language:

english

File:

PDF, 148 KB

english, 1999

7

Introduction: Cognitive autonomy in machine discovery

Żytkow, Jan M.

Journal:

Machine Learning

Year:

1993

Language:

english

File:

PDF, 711 KB

english, 1993

8

A Theory of Historical Discovery: The Construction of Componential Models

Zytkow, Jan M., Simon, Herbert A.

Journal:

Machine Learning

Year:

1986

Language:

english

File:

PDF, 1.90 MB

english, 1986

9

Introduction: Cognitive Autonomy in Machine Discovery

Żytkow, Jan M.

Journal:

Machine Learning

Year:

1993

Language:

english

File:

PDF, 738 KB

english, 1993

10

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1910 || Relative Unsupervised Discretization for Association Rule Mining

Zighed, Djamel A., Komorowski, Jan, Żytkow, Jan

Year:

2000

Language:

english

File:

PDF, 140 KB

english, 2000

11

What Revisions Does Bootstrap Testing Need?

Journal:

Philosophy of Science

Year:

1986

Language:

english

File:

PDF, 233 KB

english, 1986

12

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1510 || A comparison of batch and incremental supervised learning algorithms

Żytkow, Jan M., Quafafou, Mohamed

Year:

1998

Language:

english

File:

PDF, 556 KB

english, 1998

13

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1704 || Heuristic Measures of Interestingness

Żytkow, Jan M., Rauch, Jan

Year:

1999

Language:

english

File:

PDF, 200 KB

english, 1999

14

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1510 || Handling KDD process changes by incremental replanning

Żytkow, Jan M., Quafafou, Mohamed

Year:

1998

Language:

english

File:

PDF, 546 KB

english, 1998

15

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1704 || Extension to C-means Algorithm for the Use of Similarity Functions

Żytkow, Jan M., Rauch, Jan

Year:

1999

Language:

english

File:

PDF, 142 KB

english, 1999

16

Unified algorithm for undirected discovery of exception rules

Einoshin Suzuki, Jan M. Żytkow

Journal:

International Journal of Intelligent Systems

Year:

2005

Language:

english

File:

PDF, 163 KB

english, 2005

17

Database exploration in search of regularities

Jan M. Żytkow, Robert Zembowicz

Journal:

Journal of Intelligent Information Systems

Year:

1993

Language:

english

File:

PDF, 2.49 MB

english, 1993

18

Mining for Attribute Definitions in a Distributed Two-Layered DB System

Zbigniew W. Ras, Jan M. Żytkow

Journal:

Journal of Intelligent Information Systems

Year:

2000

Language:

english

File:

PDF, 138 KB

english, 2000

19

Consciousness Defies Scientific and Computational Reduction

Journal:

Foundations of Science

Year:

1998

File:

PDF, 831 KB

1998

20

Analysis of Feature Dependencies in Sound Description

Alicja A. Wieczorkowska, Jan M. Żytkow

Journal:

Journal of Intelligent Information Systems

Year:

2003

Language:

english

File:

PDF, 91 KB

english, 2003

21

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1263 || Logical calculi for knowledge discovery in databases

Komorowski, Jan, Zytkow, Jan

Year:

1997

Language:

english

File:

PDF, 594 KB

english, 1997

22

Analytical chemistry; the science of many models

Jan M. Żytkow, Andrzej Lewenstam

Journal:

Analytical and Bioanalytical Chemistry

Year:

1990

Language:

english

File:

PDF, 1.16 MB

english, 1990

23

Is Analytical Chemistry an autonomous field of science?

Andrzej Lewenstam, Jan M. Żytkow

Journal:

Analytical and Bioanalytical Chemistry

Year:

1987

Language:

english

File:

PDF, 800 KB

english, 1987

24

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1704 || On the Use of Self-Organizing Maps for Clustering and Visualization

Żytkow, Jan M., Rauch, Jan

Year:

1999

Language:

english

File:

PDF, 140 KB

english, 1999

25

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1704 || AST: Support for Algorithm Selection with a CBR Approach

Żytkow, Jan M., Rauch, Jan

Year:

1999

Language:

english

File:

PDF, 401 KB

english, 1999

26

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1910 || Some Enhancements of Decision Tree Bagging

Zighed, Djamel A., Komorowski, Jan, Żytkow, Jan

Year:

2000

Language:

english

File:

PDF, 152 KB

english, 2000

27

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1510 || Text mining at the term level

Żytkow, Jan M., Quafafou, Mohamed

Year:

1998

Language:

english

File:

PDF, 667 KB

english, 1998

28

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1910 || Centroid-Based Document Classification: Analysis and Experimental Results

Zighed, Djamel A., Komorowski, Jan, Żytkow, Jan

Year:

2000

Language:

english

File:

PDF, 86 KB

english, 2000

29

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1910 || Application of Reinforcement Learning to Electrical Power System Closed-Loop Emergency Control

Zighed, Djamel A., Komorowski, Jan, Żytkow, Jan

Year:

2000

Language:

english

File:

PDF, 143 KB

english, 2000

30

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1910 || Quality Scheme Assessment in the Clustering Process

Zighed, Djamel A., Komorowski, Jan, Żytkow, Jan

Year:

2000

Language:

english

File:

PDF, 265 KB

english, 2000

31

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1910 || Action-Rules: How to Increase Profit of a Company

Zighed, Djamel A., Komorowski, Jan, Żytkow, Jan

Year:

2000

Language:

english

File:

PDF, 43 KB

english, 2000

32

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1910 ||

Zighed, Djamel A., Komorowski, Jan, Żytkow, Jan

Year:

2000

Language:

english

File:

PDF, 11.52 MB

english, 2000

33

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1263 || Using signature files for querying time-series data

Komorowski, Jan, Zytkow, Jan

Year:

1997

Language:

english

File:

PDF, 525 KB

english, 1997

34

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1510 || Discretization and grouping: Preprocessing steps for data mining

Żytkow, Jan M., Quafafou, Mohamed

Year:

1998

Language:

english

File:

PDF, 340 KB

english, 1998

35

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1510 || On objective measures of rule surprisingness

Żytkow, Jan M., Quafafou, Mohamed

Year:

1998

Language:

english

File:

PDF, 543 KB

english, 1998

36

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1704 || Peculiarity Oriented Multi-database Mining

Żytkow, Jan M., Rauch, Jan

Year:

1999

Language:

english

File:

PDF, 623 KB

english, 1999

37

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1263 || Finding similar time series

Komorowski, Jan, Zytkow, Jan

Year:

1997

Language:

english

File:

PDF, 603 KB

english, 1997

38

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1704 || OPTICS-OF: Identifying Local Outliers

Żytkow, Jan M., Rauch, Jan

Year:

1999

Language:

english

File:

PDF, 149 KB

english, 1999

39

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1910 || An Apriori-Based Algorithm for Mining Frequent Substructures from Graph Data

Zighed, Djamel A., Komorowski, Jan, Żytkow, Jan

Year:

2000

Language:

english

File:

PDF, 280 KB

english, 2000

40

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1263 || Neural networks design: Rough set approach to continuous data

Komorowski, Jan, Zytkow, Jan

Year:

1997

Language:

english

File:

PDF, 420 KB

english, 1997

41

Systematic generation of constituent models of particle families

Valdés-Pérez, Raúl E., Żytkow, Jan M.

Journal:

Physical Review E

Year:

1996

Language:

english

File:

PDF, 139 KB

english, 1996

42

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1510 || Querying inductive databases: A case study on the MINE RULE operator

Żytkow, Jan M., Quafafou, Mohamed

Year:

1998

Language:

english

File:

PDF, 557 KB

english, 1998

43

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1704 || Discovery of “Interesting” Data Dependencies from a Workload of SQL Statements

Żytkow, Jan M., Rauch, Jan

Year:

1999

Language:

english

File:

PDF, 174 KB

english, 1999

44

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1263 || Towards process-oriented tool support for knowledge discovery in databases

Komorowski, Jan, Zytkow, Jan

Year:

1997

Language:

english

File:

PDF, 705 KB

english, 1997

45

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1910 || Hierarchical Document Clustering Based on Tolerance Rough Set Model

Zighed, Djamel A., Komorowski, Jan, Żytkow, Jan

Year:

2000

Language:

english

File:

PDF, 122 KB

english, 2000

46

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1704 || Handling Missing Data in Trees: Surrogate Splits or Statistical Imputation?

Żytkow, Jan M., Rauch, Jan

Year:

1999

Language:

english

File:

PDF, 110 KB

english, 1999

47

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1510 || The PSP approach for mining sequential patterns

Żytkow, Jan M., Quafafou, Mohamed

Year:

1998

Language:

english

File:

PDF, 505 KB

english, 1998

48

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1910 || Bagging and Boosting with Dynamic Integration of Classifiers

Zighed, Djamel A., Komorowski, Jan, Żytkow, Jan

Year:

2000

Language:

english

File:

PDF, 61 KB

english, 2000

49

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1510 || Trend graphs: Visualizing the evolution of concept relationships in large document collections

Żytkow, Jan M., Quafafou, Mohamed

Year:

1998

Language:

english

File:

PDF, 755 KB

english, 1998

50

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 1263 || Share based measures for itemsets

Komorowski, Jan, Zytkow, Jan

Year:

1997

Language:

english

File:

PDF, 672 KB

english, 1997

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