Asterisks mark papers published in languages other than English.
Titles of those papers are translated into English.
Ras, Z. & Zytkow, J.M. 2000. Mining for Attribute Definitions
in a Distributed Two-Layered DB System,
Journal of
Intelligent Information Systems, 14, p.115-130
Ossowski, A., & Zytkow, J.M. 2000. Geometrical
Approach to a Coherent Set of Operational
Definitions, in
M.Klopotek, M.Michalewicz & S.Wierzchon
eds. Intelligent
Information Systems, Proceedings of the
IIS'2000 Symposium,
Bystra, Poland, June 12-16, 2000, Physica-Verlag,
p.109-117.
Zytkow, J.M. 2000. Granularity
refined by knowledge: contingency
tables
and rough sets as tools of discovery, in B.Dasarathy ed.
Data Mining and Knowledge Discovery: Theory,
Tools, and
Technology II, SPIE, p.82-91.
Zytkow, J.M. 2000. Automated
Discovery: A Fusion of
Multidisciplinary
Principles, in H.Hamilton, ed.
Advances in Artificial Intelligence, Springer,
p. 443-448.
Suzuki, E. & Zytkow, J.M. 2000. Unified
Algorithm for
Undirected
Discovery of Exception Rules, in D.Zighed,
J.Komorowski & J.Zytkow, eds. Principles
and Practice
of Data Mining and Knowledge Discovery,
Springer, p.169-180
Zytkow, J.M., Tsumoto, S. & Takabayashi, K. 2000.
Medical
(Thrombosis) Data Description, in A.Siebes & P.Berka
eds. Discovery Challenge, PKDD-2000.
Zytkow, J.M. & Ras, Z. 2000. Foundations
and Discovery of
Operational
Definitions, in Z.Ras & S.Ohsuga, eds.
Foundations of Intelligent Systems, Springer,
p.582-590.
Zytkow, J.M. 1999. The
Melting Pot of Automated Discovery:
Principles
for a New Science, in S.Arikawa & K.Furukawa eds.
Discovery Science; Second International
Conference; Tokyo,
Dec 1999, Springer, p.1-12.
Zytkow, J.M. 1999. Robot-Discoverer:
a Role Model for Any
Intelligent
Agent, in J.Liu & N.Zhong eds. Intelligent
Agent Technology; Proceedings of the 1st
Asia-Pacific
Conference, World Scientific, p.9-14.
Zytkow, J.M. 1999. Scientific
Modeling: A Multilevel Feedback
Process,
in L.Magnani, N.Nersessian, & P.Thagard eds.
Model-Based Reasoning in Scientific Discovery},
Kluwer,
p.311-325.
Zytkow, J.M. 1999. Knowledge-Driven
Discovery of Operational
Definitions,
in N.Zhong, A.Skowron & S.Ohsuga eds. New
Directions in Rough Sets, Data Mining, and
Granular-Soft
Computing, Springer, p.395-404
El-Mouadib, F.A., Koronacki, J. & Zytkow, J.M. 1999.
Taxonomy formation by Approximate equivalence
relations,
Revisited, in: J.Zytkow & J.Rauch eds.
Principles of Data
Mining and Knowledge Discovery, Springer,
p.71-79.
Przybyszewski, A.W. & Zytkow, J.M. 1999. Extracting
knowledge
from
data recorded in primates visual system, in M.Klopotek &
M.Michalewicz eds. Intelligent Information
Systems,
Proceedings of the Workshop held in Ustron,
Poland, 14-18 June
1999. Instytut Podstaw Informatyki PAN.
p.92-96.
Zytkow, J.M. 1999. Discovery
of Concept Expansions, in
M.Klopotek & M.Michalewicz eds. Intelligent
Information
Systems, Proceedings of the Workshop held
in Ustron, Poland,
14-18 June 1999. Instytut Podstaw Informatyki
PAN. p.117-126
Cwik J., Koronacki J. & Zytkow, J.M. 1999. On
discovering
functional
relationships when observations are noisy: 2D case,
in Ras Z. & Skowron A. Foundations of
Intelligent
Systems, Springer-Verlag, p.547-555.
Zytkow, J.M. 1999. Dualism: consciousness evades scientific and
computer reductionism, in: E.Lucius &
S.Ural eds. Artificial
Intelligence, Language and Thought, The
ISIS Press, Istanbul,
p.95-110.
Zytkow, J. 1999. Model
construction: elements of a computational
mechanism,
in Proceedings of the AISB'99 Symposium on
Scientific Creativity, Edinburgh, April
1999, p.65-71.
Ras, Z.W. & Zytkow, J.M. 1999. Discovery
of Equations and the
Shared
Operational Semantics in Distributed Autonomous
Databases,
in N.Zhong and L.Zhou eds. Proceedings of Third
Pacific-Asia Conference on Knowledge Discovery
in Databases,
Beijing, Springer-Verlag, p. 453-463.
Zytkow, J.M. & Ras Z. 1999. Mining
Distributed Databases for
Attribute
Definitions, in B.Dasarathy ed. Data Mining
and Knowledge Discovery: Theory, Tools,
and Technology,
SPIE, p.171-178.
Consciousness Defies Scientific and Computational Reduction,
Foundations of Science, 4, 1998.
Proving that consciousness defies reduction; a response to
Steve Horst, Foundations of Science, 4,
1998.
Modeling
the Business Process by Mining Multiple Databases,
Principles of Data Mining and Knowledge
Discovery,
Springer-Verlag, 1998. p.432-440.
Robot-discoverer: a new platform to expand methodology
(abstract), International Congress on Discovery
and
Creativity, Univ. of Ghent, 1998. p. 174-175.
Measuring
the unknown: knowledge-driven discovery of concept
expansions,
Machine Discovery; ECAI-98 Workshop,
1998. p.30-36.
Business
Process Understanding: Mining Many Datasets (with
A. Sanjeev), Rough Sets and Current Trends
in Computing,
Springer-Verlag, 1998. p. 239-246.
Robot-discoverer:
artificial intelligent agent who searches for
knowledge,
Proceedings of High Technology Symposium
Yamaguchi '97, 1997, p.11-18.
Discovering
Empirical Equations from Robot-Collected Data, (with
K-M. Huang), in Ras Z. & Skowron A., Foundations
of
Intelligent Systems, Springer-Verlag, 1997.
p. 287-297.
Techniques and Applications of KDD, (abstract, with
W. Kloesgen), in: Komorowski J. & Zytkow
J. eds.
Principles of Data Mining and Knowledge Discovery,
Springer-Verlag, 1997, p.394.
Limited view of knowledge in database discovery, in: Proceedings
of the Fifth International Workshop
on Rough Sets and Soft
Computing, 1997. 6 pages.
Automated Search for Knowledge on Machinery Diagnostics,
(with W. Moczulski) in: Proceedings
of Sixth Symposium on
Intelligent Information Systems, 1997.
Creating a Discoverer: Autonomous Knowledge Seeking Agent, in:
J. Zytkow ed. Machine Discovery, Kluwer, 1997,
p.253-283.
Knowledge = Concepts: a harmful equation, in Proceedings of
KDD-97, AAAI Press, 1997. p. 104-109.
Theories That Combine Many Equivalence and Subset Relations
(with Zembowicz R.) in: T.Y. Lin and N. Cercone eds.
Rough
Sets and Data Mining : Analysis of Imprecise Data,
Kluwer Publ.
1997. p.323-336.
Contingency Tables as the Foundation for Concepts, Concept
Hierarchies and Rules, (with R. Zembowicz),
Fundamenta Informatica, 1997.
Robotic Discovery: the dilemmas of empirical equations (with
K-M. Huang), Proceedings of the Fourth International
Workshop on Rough Sets, Fuzzy Sets, and Machine
Discovery, The
Univ. of Tokyo, Nov. 1996, p. 217-224.
Knowledge Discovery in Databases: 49er's Approach,
Proceedings of the Fourth International
Workshop on Rough Sets,
Fuzzy Sets, and Machine Discovery, The Univ.
of Tokyo,
Nov. 1996, p. 445-446.
Systematic Generation of Constituent Models of Particle Families
(with R.E.Valdes-Perez), Physical Review E, Vol.54,
p.2102-2110, 1996.
From Statistical Regularities to Concepts, Hierarchies, Equation
Clusters and Rules, in: Dowe D., Korb K.B., Oliver
J.J. eds.
Information, Statistics and Induction in Science,
World Scientific, 1996. p.269-280.
A Study of Enrollment and Retention in a University Database
(with Arun Sanjeev), Journal of the Mid-America
Association
of Educational Opportunity Program Personnel,
Vol.8, p. 24-41,
1996.
Empirical discovery: linking data and physical processes,
in: Proceedings of the 5th International
Symposium on Intelligent Information
Systems, Deblin, Poland, June 1996.
Automated pattern mining with a scale dimension (with
R.Zembowicz), Proceedings of 2nd International
Conference
on Knowledge Discovery and Data Mining, Aug.1996.
p.158-163.
Incremental Discovery of Hidden Structure: Application to
Elementary Particles, (with P. Fischer),
Proceedings of the Fourteenth National Conference
on Artificial Intelligence, The AAAI Press, p.750-756.
1996.
Search for Patterns at Each Scale in Massive Data, (with
R. Zembowicz), in Ras Z. & Michalewicz M.
ed. Foundations
of Intelligent Systems, Springer-Verlag, p. 139-148.
1996.
Approximate knowledge of many agents and discovery systems,
in Bulletin of the Section of Logic,
Polish
Academy of Sciences, 1996, p.185-9.
1996.
Automated Discovery of Empirical Laws, Fundamenta
Informatica, 27, p. 299-318, 1996.
From contingency tables to various forms of knowledge in
databases (with R.Zembowicz), in: Fayyad
U., Piatetsky-Shapiro G.,
Smyth P. & Uthurosamy eds. Advances in Knowledge
Discovery
and Data Mining, AAAI Press, 1996. pp.329-349.
Machine Discovery Terminology (with W. Kloesgen), in:
Fayyad, U., Piatetsky-Shapiro G., Smith P. &
Uthurusamy R. eds.
Advances in Knowledge Discovery and Data mining.
AAAI Press,
1996, pp. 573-592.
* Scientific and Computer Reductionism and the Contents of
Consciousness, Filozofia Nauki (Philosophy of
Science) (in Polish), p. 147-160. 1995.
* Automation of Discovery: a New Methodology and Philosophy of
Science (in Polish), in Pietruska-Madej E. &
Strawinski W. eds.
On the Problems of Contemporary Theory
of Knowledge, University
of Warsaw, p.43-71, 1995.
Discovering Patterns at Different Scale in Massive Data,
(with R. Zembowicz), in Proceedings of
the 4th International Symposium on Intelligent
Information
Systems, Augustow, Poland, June 1995.
Creating a Discoverer: Autonomous Knowledge Seeking Agent,
Foundations of Science, 1, 253-283. 1995.
Discovering Enrollment Knowledge in University Databases
(with A. Sanjeev), Proc. of 1st Intern.
Conference on Knowledge
Discovery and Data Mining, Montreal,
Aug. 1995, 6 pages.
Tolerance Based Rough Sets (with L. Polkowski A. Skowron), in
Lin T.Y. & A.M.Wilddberger eds. Rough Sets
and Soft
Computing, 1995. p.55-59.
Mining Student Databases for Enrollment Patterns (with A.
Sanjeev), ed. Y.Kodratoff, G.Nakhaeizadeh, Ch.Taylor
eds.
MLnet Workshop on Statistics, Machine Learning
and Knowledge
Discovery in Databases, 1995. pp. 204-209.
Scientific modeling: round trips to many destinations,
AAAI-95 Spring Symposium on Systematic Methods
of Scientific Discovery, 1995, p.175-180.
Geobotanical database exploration (with I.Moraczewski and
R.Zembowicz), AAAI-95 Spring Symposium on Systematic
Methods of Scientific Discovery, 1995, p. 76-80.
Theories that combine many equivalence and subset relations
(with R.Zembowicz), in: T.Y.Lin ed. CSC'95 Workshop
on
Rough Sets and Database Mining, 1995, 8 pages
Law-Like Knowledge as the Foundation for Concepts, Concept
Hierarchies and Rules (with R. Zembowicz) in
Proceedings of
the 3rd International Symposium on Intelligent
Information
Systems, Wigry, Poland, June 1994. Published
in 1995.
Abstract Intelligent Agents: Basic Concepts and Problems (with
Gadomski, A.), in Proceedings of the Round Table
on Abstract
Intelligent Agents, ENEA, Rome, Italy. 9 pages,
Published in
1995.
Searching for the unknown: machine discoverer assesses its
state of knowledge, in Gadomski A. ed. Proceedings
of the
Round Table on Abstract Intelligent Agents, Rome,
Feb.1994,
Published in 1995.
Rough Foundations for Rough Sets (with L. Polkowski A. Skowron)
in Proceedings of the 3rd International Workshop
on Rough Sets,
1994, p.142-149.
Concept Hierarchies: a Restricted Form of Knowledge Derived
from Regularities (with M.Troxell, K.Swarm,
and R.Zembowicz),
in: Zemankova M. and Ras Z. eds. Methodologies
for Intelligent
Systems, Springer-Verlag, 1994, p.437-447.
Machine discoverers: transforming the spaces they explore,
Behavioral and Brain Science, Vol.17, 1994, p.557-558.
Discovery of Hidden Objects and Structures, in Omyla M. ed.
Nauka i Jezyk (Science and Language), Polish
Semiotic Society,
Warsaw, 1994, p. 475-495.
From Law-Like Knowledge to Concept Hierarchies in Data
(with M.Troxell, K.Swarm, and R.Zembowicz),
in: Fayyad U.
and Uthurusamy, R. eds. Proceedings of AAAI-94
Workshop on
Knowledge Discovery in Databases, 1994, p.193-204.
Report: Foundations for testing the SWOE models. WSU/FIMTSI-SWOE
Research Group, July 1994. 69 pages.
Control of Automated Empirical Discovery by Diagrammatic
Representation of Theory (with Zhu, J.), in Narayanan
H. ed.
Reasoning with Diagrammatic Representations,
AAAI Press,
1994. (reprinted from Working Notes of the AAAI
Spring Symposium on Reasoning with Diagrammatic
Representations).
Experimentation Guided by a Knowledge Graph (with Zhu, J.)
in: Learning Action Models, Shen W. ed. AAAI
Press, 1994.
(reprinted from Proceedings of the AAAI-93 Workshop
on Learning
Action Models).
Automated discovery of empirical laws in a science laboratory,
in: Rough Sets, Fuzzy Sets and Knowledge Discovery,
Ziarko
W. ed. Workshops in Computing,
Springer-Verlag, 1994,
p.119-129.
Putting Together a Machine Discoverer: Basic Building Blocks,
in MLnet NEWS, Vol.2 No.3, 1994, p.19--22.
* Machine Discovery: Current State and Perspectives,
Filozofia Nauki, 1, No.4, 1993, p.37-54.
Scientific Discovery (with Langley, P., Simon, H., and
Bradshaw, G.), in Readings in Philosophy and
Cognitive Science,
Goldman A. ed. MIT Press, 1993, p.185--207
(reprinted part of
the book: Scientific Discovery, 1987).
Feedback between knowledge and method in automated discovery,
in Proceedings of 2nd Intelligent Information
Systems
Workshop, IPI PAN, Warsaw, 1993, p.282--298.
Discovery of Theorems in Plane Geometry (with V. Shanbhogue,
R. Bagai, S.-C. Chou) Proceedings of the 10th
Brazilian
Symposium on Artificial Intelligence, Porto Alegre,
Brazil,
October 1993, p.155--167.
Machine Discoverers: Autonomous Intelligent Agents who Explore
Their Environments, in Proceedings of the Abstract
Intelligent
Agents Round Table, Rome, ENEA, 1993, p.27--32.
Testing the existence of Functional Relationships in Data (with
Zembowicz, R.) in Piatetsky-Shapiro G. ed. Proceedings
of the
AAAI-93 Workshop on Knowledge Discovery in Databases,
1993,
p.102--111.
Experimentation guided by a knowledge graph (with Zhu, J.);
in Shen W. ed. Proceedings of the AAAI-93 Workshop
on Learning
Action Models, 1993, p.23--27.
Scientific Model-Building as Search in Matrix Spaces (with
Valdes-Perez, R. and Simon, H.) in Proceedings
of the Eleventh
National Conference on Artificial Intelligence,
The AAAI Press,
1993, p.472--478.
Automatic theorem generation in plane geometry (with Bagai, R.,
Shanbhogue, V., Chou, S.C.), in Proceedings of
5th Intern. Conf. on
Computing and Information, Sudbury, Ont. Canada,
1993, p.354--358.
Recognition of functional dependencies in data (with Zembowicz,
R.), in Komorowski J. and Ras Z. eds. Methodologies
for
Intelligent Systems, Springer-Verlag, 1993, p.632--641.
Automatic theorem generation in plane geometry (with Bagai, R.,
Shanbhogue, V., Chou, S.C.), in Komorowski
J. and Ras Z. eds.
Methodologies for Intelligent Systems, Springer-Verlag,
1993, p.415--424.
Cognitive Autonomy in Machine Discovery, Machine
Learning, Vol.12, 1993, p.7--16.
Database exploration in search of regularities (with Zembowicz,
R.) Journal of Intelligent Information Systems,
Vol.2, 1993, p.39--81.
Incremental Generation and Exploration of Hidden Structure (with
Fischer, P.), in Proceedings of the ML-92 Workshop
on Machine
Discovery, July 1992, Aberdeen, U.K., p.103--110.
Discovery of Regularities in Databases (with Zembowicz, R.), in
Proceedings of the ML-92 Workshop on Machine
Discovery.
July 1992, Aberdeen, U.K. p.18--27.
A Graph Representation of an Empirical Theory: Guiding a Machine
Discovery Process (with Zembowicz, R.
and Zhu, J.), in Kishore S.
ed. Proceedings of AAAI-92 Workshop on Communicating
Scientific
and Technical Knowledge, July 1992, p.81--88.
Discovery of Equations: Experimental Evaluation of Convergence
(with
Zembowicz R.), Proceedings of the Tenth National
Conference on
Artificial Intelligence, The AAAI Press, 1992,
p.70--75.
Operational Definition Refinement: a Discovery Process (with Zhu,
J., and Zembowicz R.), Proceedings of the Tenth
National Conference
on Artificial Intelligence, The AAAI Press, 1992,
p.76--81.
A Framework for Discovering Discrete Event Models (with Radiya,
A.),
in Machine Learning: Proceedings of the Ninth
International
Conference, July 1992, Aberdeen, United Kingdom.
Morgan Kaufmann Publ.
p.373--378.
The First Phase of Real-World Discovery: Determining Repeatability
and Error of Experiments (with Zhu,
J. and Zembowicz, R.), in
Machine Learning: Proceedings of the Ninth International
Conference,
July 1992, Aberdeen, United Kingdom. Morgan Kaufmann
Publ. p.480--485.
Control of Automated Empirical Discovery by Diagrammatic
Representation of Theory (with Zhu,
J.), in Narayanan H. ed.
Working Notes of the AAAI Spring Symposium on
Reasoning with
Diagrammatic Representations, Palo Alto, CA,
March 1992. p.176--179.
Automated Discovery of Empirical Equations from Data (with
Zembowicz, R), in Ras Z. and Zemankova M. eds.
Methodologies for
Intelligent Systems, Springer-Verlag, 1991, p.429--440.
Constructing Models of Hidden Structure (with Fischer, P), in
Ras Z.
and Zemankova M. eds. Methodologies for
Intelligent Systems,
Springer-Verlag, 1991, p.441--449.
Human Discovery of Laws and Concepts; An Experiment
(with Zytkow, A), in Proceedings of the 13th
Cognitive Science
Conference, Lawrence Earlbaum Associates, 1991,
p.617--622.
Automated Empirical Discovery in a Numerical Space (with Zhu,
J),
in the Proceedings of the Third Annual Chinese
Machine Learning
Workshop, July 15--19, 1991, Harbin Institute
of Technology, p.1--11.
Cashing in on the Regularities Discovered in a Database (with
Jafar, M), in Piatetsky-Shapiro, G. ed. Proceedings
of the AAAI-91
Workshop on Knowledge Discovery in Databases,
Anaheim, July 1991,
p.133--147.
The KDD Land of Plenty, in Piatetsky-Shapiro, G. ed. Proceedings
of the AAAI-91 Workshop on Knowledge Discovery
in Databases,
Anaheim, July 1991, p.iii--vi.
Integration of Knowledge and Method in Real-World Discovery,
SIGART, 1991.
Interactive Mining of Regularities in Databases (with J. Baker),
in Piatetsky-Shapiro, G. and Frawley, W. eds.
Knowledge Discovery
in Databases, The AAAI Press, Menlo Park, CA.
1991.
An Architecture for Real-World Discovery, in Proceedings of
the AAAI Spring Symposium on Integrated Intelligent
Architectures,
Palo Alto, CA, March 1991, p. p.170--174.
Application of Empirical Discovery in Knowledge Acquisition
(with Zhu, J), in Kodratoff, Y. ed. Proceedings
of the European
Workshop Session on Learning, Porto, Portugal.
Berlin:
Springer-Verlag, 1991, p.101--117.
Data-driven Approaches to Empirical Discovery (with Pat Langley),
in Carbonell, J. ed. Machine Learning: Paradigms
and Methods,
Boston: MIT Press, 1990.
Database Analyzer; User Instruction, (with Baker, J., Jafar, M.,
and Tjong M.), Technical Report, Computer Science
Department,
Wichita State University, 1990.
Minds beyond brains and algorithms, Behavioral and Brain Sciences,
December, 1990, p.691--692.
Determining Repeatability and Error in Experimental Results by
a
Discovery System (with Zhu, J., and
Hussam A.) , in: Ras Z.,
Zemankova M., and Emrich M.L., eds. Methodologies
for
Intelligent Systems 5, Elsevier Science Publishing
Co., Inc.,
New York, NY, 1990, p.362--370.
Discovering Quarks and Hidden Structure (with Fischer, P.), in:
Ras Z., Zemankova M., and Emrich M.L., eds. Methodologies
for
Intelligent Systems 5, Elsevier Science Publishing
Co., Inc.,
New York, NY, 1990, p.362--370.
Analytical Chemistry: the Science of Many Models(with A. Lewenstam)
Fresenius Journal for Analytical Chemistry, Vol.
338, 1990,
p.225--233.
Automated Discovery in a Chemistry Laboratory (with Zhu, J., and
Hussam A.) , In: Proceedings of the Eight National
Conference
on Artificial Intelligence, The AAAI Press, 1990,
p.889--894.
Real-World Knowledge Acquisition by Discovery, in A.Rappaport
ed.
Proceedings of the AAAI-90 Workshop on Knowledge
Acquisition},
Boston, July 1990.
Deriving Laws by Analysis of Processes and Equations, in:
Langley, P., and Shrager J. eds. Computational
Models of
Scientific Discovery and Theory Formation, Morgan
Kaufmann, San
Mateo:CA, 1990, p.129--156.
* On scientific modeling (with A.Lewenstam), Studia Filozoficzne,
Dec. 1989, p.173--179.
* Artificial Intelligence, Common Sense, and Philosophy (with
M.Bielecki), Studia Filozoficzne, Dec. 1989,
p.11--24.
Autonomous control that reasons about its own actions, in: Kanade
T.,
Groen F., and Hertzberger L. eds. Intelligent
Autonomous Systems 2,
Amsterdam, The Netherlands, Dec. 1989, p.864--874.
AI insider's view on real-time systems, Proc.Fifth Annual
Conference on Artificial Intelligence and Ada,
Nov. 1989.
Fusion of vision and touch for spatio-temporal reasoning in learning
manipulation tasks (with Pachowicz P.) in: Proceedings
of SPIE's
Advances in Intelligent Robotic Systems, November
1989, p.404--415.
Multisearch Systems with Hierarchical Control: a Tool for Solving
Complex AI Problems (with Jankowski
A.), in: Bourbakis N. ed.
Proc. of IEEE Workshop on Tools for Artificial
Intelligence,
1989, p.132--137.
A Multisearch Approach to Sequence Prediction, (with
Stefanski, P.), in: Ras Z. ed. Methodologies
for Intelligent
Systems 4, Elsevier, New York, NY 1989, p.359--366.
Hierarchical Control and Heuristics in Multisearch Systems,
(with Jankowski A.), in: Ras Z. ed. Methodologies
for
Intelligent Systems 4, Elsevier, New York, NY
1989, p.86--93.
Testing ECHO on historical data, Behavioral and Brain Sciences,
September 1989, p.489--490.
Overcoming FAHRENHEIT's experimentation habit: discovery system
tackles a database assignment, in Piatetsky-Shapiro,
G. and
Frawley, W. eds. IJCAI Workshop on Knowledge
Discovery in
Databases, August 1989, p.398--406.
Reasoning about own plans, goals and actions for an aircraft
(with Swangwanna, S), in Shalin, V.
and Boy, G. eds.
Proceedings of IJCAI Workshop on Integrated
Human-Machine
Intelligence in Aerospace Systems, August 1989,
p.31--40.
Data-driven Approaches to Empirical Discovery (with Pat Langley),
Artificial Intelligence, Vol.40, 1989, p.283--312.
Model Based Science of Ion-Selective Electrodes --- Methodological
Remarks (with Lewenstam, A), in: Pungor, E. ed.
Ion-Selective
electrodes, 5; Pergamon Press, Oxford 1989, p.297--304.
Real-time Decision Making for Autonomous Flight Control (with
Sulyuth Swangwanna), Proceedings of SAE General
Aviation Meeting,
April, 1989. 7p.
Improving the Tactical Decisions by an Automated Pilot; Search
Mechanism Guided by Experience and Prediction,
in: Proceedings
of Techfest XV, Wichita, KS, Nov. 10--12, 1988,
12p.
Data-driven Approaches to Empirical Discovery (with Pat Langley),
Technical Report 88-24, University of California,
Irvine,
1988, 28p.
A Methodology for Multisearch Systems (with Andrzej Jankowski),
in: Ras Z. and Saitta L. eds. Methodologies for
Intelligent
Systems 3, North-Holland, New York, NY, 1988,
p.343--352.
Utilizing Experience for Improving the Tactical Manager (with
Michael Erickson), in: John Laird ed. Proceedings
of the Fifth
International Conference on Machine Learning,
Ann Arbor, Michigan,
June 1988, Morgan Kaufmann Publ., p.444--450.
Normative Systems of Discovery and Logic of Search (with H.A.Simon),
Synthese, Vol.74, January 1988, p.65--90.
* Computer System of Discovery STAHL (with P.Langley and H.A.Simon),
Zagadnienia Naukoznawstwa, Vol.23, 3--4, 1987,
p.518--536.
Tactical Manager in a Simulated Environment (with Michael Erickson),
in: Ras Z. and Zemankova M. eds. Methodologies
for Intelligent
Systems, Elsevier Science Publ., 1987, p.139--147.
Combining many searches in the FAHRENHEIT discovery system,
Proceedings of Fourth International Workshop
on Machine Learning,
June 22--25, 1987, Morgan Kaufmann Publ.,
Los Altos, California,
p.281--287.
Is Analytical Chemistry an Autonomous Field of Science? (with
A.Lewenstam), Fresenius Journal for Analytical
Chemistry, Vol.326,
1987, p.308--311.
* Operationalism, in: Philosophy and Science, Encyclopedia,
Ossolineum, 1987, p.451--455.
Experimenting and Theorizing in Theory Formation (with Bruce Koehn),
in: Ras Z. and Zemankova M. eds. Proceedings
of the International
Symposium on Methodologies for Intelligent Systems,
Knoxville, TN,
Oct. 1986, ACM SIGART Press, p.296--307.
Numerical and Symbolic Computing in the Applications of Law-like
Knowledge (with A.Zytkow), in: Coupling Symbolic
and Numerical
Computing in Expert Systems, J.S.Kowalik ed.
North-Holland,
Amsterdam, The Netherlands, 1986, p.147--159.
A Theory of Historical Discovery: The Construction of Componential
Models (with H.A.Simon), Machine Learning, Vol.1,
March 1986, p.107--137.
What revisions does bootstrap testing need, Philosophy of Science,
Vol. 53, March 1986, p.101--109.
The search for regularity: four aspects of scientific discovery
(with P.Langley, H.A.Simon, G.Bradshaw), in:
R.Michalski,
J.Carbonell, and T.Mitchell eds. Machine Learning,
Vol.2,
Palo Alto, California: Morgan Kaufmann Publ.,
1986, p.425--469.
A Survey of Methods for Object Detection from Images (with X.Li),
Technical Report WSU-CS-85-2, CS Wichita State
University,
1985.
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the Cognitive
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BOOK: Scientific Discovery; Computational Explorations of the
Creative Processes (with P.Langley, H.A.Simon,
and
G.L.Bradshaw), 1987, MIT Press, 357 pages.
CO-EDITOR (with Krajewski W. and Pietruska-Madej E.) OF A MONOGRAPH:
Intertheory Relations and the Growth of
Science (in Polish),
Wroclaw--Warszawa 1978.
CO-EDITOR (with Diaz-Herrera J.) of Conference Proceedings:
Proceedings of the Fourth Artificial Intelligence
and Ada Conference,
George Mason University, Fairfax, VA. Nov.1989.
EDITOR of Conference Proceedings: Proceedings of the ML-92 Workshop
on Machine Discovery (MD-92), Aberdeen,
U.K., July 1992.
EDITOR of the special issue on machine discovery of Machine Learning
journal, August 1993.
EDITOR of the special issue on automated discovery of Foundations of
Science journal, 1995.
EDITOR of the book (collection of papers) Machine Discovery, Kluwer,
1997.
Co-EDITOR (with J. Komorowski) Principles of Data Mining and
Knowledge Discovery, Springer-Verlag, 1997.
Co-EDITOR (with Willi Kloesgen) Handbook of Data Mining and Knowledge
Discovery; Oxford University Press, 1997-9.