Contents:

Books (in German):

Der Markup als ökonomische Kennzahl

Autor: J. Paetz, 133 Seiten

Springer Gabler, Imprint der Springer Fachmedien Wiesbaden GmbH (Teil von Springer Nature), 2022,

http://dx.doi.org/10.1007/978-3-658-38272-8

Inhalt: Markup, Profitabilität, Konzentration, Lohnquote, Produktivität, WTO-Eintritt Chinas, Export, Regionalökonomie, Zoll, Direktinvestionen, Zwischenprodukte, Inflation.

Soft Computing in der Bioinformatik - Eine grundlegende Einführung und Übersicht

Autor: J. Paetz, ca. 400 pages

Springer Verlag Berlin Heidelberg, 2006, Reihe: eXamen.press,

http://dx.doi.org/10.1007/3-540-29887-8

Inhalt: Main topics on Neural Networks, Fuzzy Systems, Machine Learning,

Evolutionary Computation, Natural Computing & Artificial Life,

Applications of Soft Computing in Bioinformatics, Hybrid Systems,

with a short introduction to Matlab.

Publications: ( All publications are reviewed publications except for (2M), (5), (6M), (17M), (18M), (32), (37M), (48), (51)-(54) )
(Publications with "M" are closely related to MEDAN and are supported by the DFG, research with "B" is supported by the Beilstein-Institut zur Förderung der Chemischen Wissenschaften, * partially supported by H. Willkomm-Stiftung, ** partially supported by Freunde und Förderer der J.W. Goethe-Univ., publications with "D" are supported by DFG travel grants)

(1M) Proc. of the 1st Int. Symp. of Medical Data Analysis (ISMDA 2000), Frankfurt am Main, Germany, R. Brause, E. Hanisch (Eds.), LNCS Vol. 1933, Springer-Verlag, 130-137, 2000

"About the Analysis of Septic Shock Patient Data" ( J. Paetz, F. Hamker, and S. Thöne)

(2M) Interner Bericht 04-00, FB Informatik, J.W. Goethe-Universität Frankfurt am Main
(Technical Report 04-00, Computer Science Department), 2000

"Erkennung kritischer Zustände von Patienten mit der Diagnose "Septischer Schock" mit einem RBF-Netz"

(F.H. Hamker, J. Paetz, S. Thöne, R. Brause, E. Hanisch) 53 pages

(3M) Proc. of the 2nd Int. Symp. of Medical Data Analysis (ISMDA 2001), Madrid, Spain, J. Crespo, V. Maojo and F. Martin (Eds.), LNCS Vol. 2199, Springer-Verlag, 207-212, 2001

"A Frequent Patterns Tree Approach for Rule Generation with Categorical Septic Shock Patient Data" (J. Paetz, R. Brause)

(4*) Proc. of the 1st IEEE Int. Conf. on Data Mining (ICDM 2001), San Jose, CA, USA, IEEE Computer Society Press, 637-638, 2001

"Metric Rule Generation with Septic Shock Patient Data" (J. Paetz)

(5) Frankfurter Informatik-Berichte Nr. 1/02, FB Biologie und Informatik, Institut für Informatik,
J.W. Goethe-Universität Frankfurt am Main, 2002

"Durchschnittsbasierte Generalisierungsregeln Teil I: Grundlagen" (J. Paetz), 37 pages

(6M) Frankfurter Informatik-Berichte Nr. 2/02, FB Biologie und Informatik, Institut für Informatik,
J.W. Goethe-Universität Frankfurt am Main, 2002

"Durchschnittsbasierte Generalisierungsregeln Teil II: Analyse von Daten septischer Schock-Patienten" (J. Paetz, R. Brause), 37 pages

(7M) In: Computational Intelligence Processing in Medical Diagnosis, M. Schmitt et al. (Eds.), Physica Verlag, Studies in Fuzziness and Soft Computing, 323-356, 2002

"Septic Shock Diagnosis by Neural Networks and Rule Based Systems" (R. Brause, F. Hamker, J. Paetz) summarizes mainly (1M), (2M), and (4*)

(8M) Critical Care Medicine, Vol. 30(3), p. 724, Letter to the Editor, Lippincott Williams & Wilkins, 2002

"Some Remarks on Choosing a Method for Outcome Prediction" (J. Paetz)

(9) Proc. of the 2nd Europ. Symp. on Intelligent Technologies, Hybrid Systems and their Implementation on Smart Adaptive Systems (EUNITE 2002), Albufeira, Portugal, Wissenschaftsverlag Mainz, Abstract p. 43, article on CD-ROM pp. 167-173

"A Note on Core Regions of Membership Functions" (J. Paetz)

(10M) Proc. of the 3rd Int. Symp. of Medical Data Analysis (ISMDA 2002), Rome, Italy, A. Colosimo, A. Giuliani and P. Sirabella (Eds.), LNCS Vol. 2526, Springer-Verlag, 42-52, 2002

"A Neuro-Fuzzy Based Alarm System for Septic Shock Patients with a Comparison to Medical Scores" (J. Paetz, B. Arlt)

(11**) Proc. of the 1st Int. Conf. on Fuzzy Systems and Knowledge Discovery (FSKD 2002), Singapore, 737-741, published also on CD-ROM (ISBN 981-04-7521-7)

"Selecting the Representative Neuro-Fuzzy Model" (J. Paetz)

(12) Proc. of the 2nd IEEE Int. Conf. on Data Mining (ICDM 2002), Maebashi City, Japan, IEEE Computer Society Press, 673-676, 2002

"Intersection Based Generalization Rules for the Analysis of Symbolic Septic Shock Patient Data" (J. Paetz)

(13) Journal of Intelligent and Fuzzy Systems, Vol. 12(1), Special Issue: Challenges for Future Intelligent Systems in Biomedicine, 69-78, IOS Press, 2002

"Rule Generation and Model Selection Used for Medical Diagnosis" (J.Paetz, R. Brause)

(14M) Zentralblatt der Chirurgie 128(4), 298-303, J.A. Barth Verlag in Georg Thieme Verlag KG, 2003

"Die MEDAN-Datenbank: Patienten mit septischem Schock abdominaler Ursache" (J. Paetz, K. Erz, B. Arlt, E. Hanisch)

(15M) Artificial Intelligence in Medicine, Elsevier, Special Issue: Knowledge-Based Neurocomputing in Medicine, Vol. 28(2), 207-230, 2003

"Knowledge Based Approach to Septic Shock Patient Data Using a Neural Network with Trapezoidal Activation Functions" (J. Paetz)

(16M) Journal of Computer Methods and Programs in Biomedicine 75(1), 23-30, Elsevier, 2004

"Data Quality Aspects of a Database for Abdominal Septic Shock Patients" (J. Paetz, B. Arlt, K. Erz, K. Holzer, R. Brause, E. Hanisch)

(17M) 3rd Int. Symposium on Sepsis, SIRS, Immunantwort, Hamburg, Extended Abstracts, PABST Science Publishers, A. Nierhaus, J. Schulte am Esch (Eds.) 122-129, 2003

"The MEDAN Project: Results and Clinical Significance" (R. Brause, E. Hanisch, J. Paetz, B. Arlt) summarizes mainly (10M) and (23)

(18M) Journal für Anästhesie und Intensivbehandlung, Band 11(1), 40-43, Beitrag des 14. Symposiums für Intensivmedizin und Intensivpflege, Bremen, PABST Science Publishers, 2004

"Neural Networks for Sepsis Prognosis - the MEDAN Project" (R. Brause, E. Hanisch, J. Paetz, B. Arlt) summarizes mainly (10M) and (23)

(19**) Proc. of the 9th Int. Conf. on Neural Information Processing (ICONIP 2002), Singapore, 986-990, published also on CD-ROM (ISBN 981-04-7525-X)

"Feature Selection for RBF Networks" (J. Paetz)

(20) Proc. of the 22nd Int. Conf. of the North American Fuzzy Information Processing Soc. (NAFIPS 2003), Chicago, USA, 244-247, 2003

"Fuzzy Sets are Fuzzy-Continuous" (J. Paetz)

(21) Proc. of the 22nd Int. Conf. of the North American Fuzzy Information Processing Soc. (NAFIPS 2003), Chicago, USA, 14-19, 2003

"Deducing Fuzzy Inference Systems with Different Numbers of Membership Functions from a Neuro-Fuzzy Inference System" (J. Paetz)

(22) Proc. of the 1st Indian Int. Conf. on Artificial Intelligence (IICAI 2003), Hyderabad, India, 66-72, 2003

"Monte-Carlo Clustering by Neuro-Fuzzy Classification" (J. Paetz)

(23) Proc. of the 1st Indian Int. Conf. on Artificial Intelligence (IICAI 2003), Hyderabad, India, 57-65, 2003

"Evolving Score Neural Networks" (J. Paetz)

(24) Neurocomputing, Elsevier, Vol. 62, 79-91, 2004

"Reducing the Number of Neurons in Radial Basis Function Networks with Dynamic Decay Adjustment" (J. Paetz)

(25B) Proc. of the 4th Europ. Symp. on Intelligent Technologies, Hybrid Systems and their Implementation on Smart Adaptive Systems (EUNITE 2004), Aachen, Germany, Wissenschaftsverlag Mainz, Abstract p. 36, article on CD-ROM pp. 179-184

"Pharmacophore Feature Selection with a Neuro-Fuzzy System" (J. Paetz, U. Fechner, L. Franke, S. Renner, P. Schneider, G. Schneider)

published also in: Intelligent Technologies in Bioinformatics and Medicine, Special Session Proc. of EUNITE 2004, Eds.: G. Dounias, G. Magoulas, D. Linkens, pp. 68-73, published by University of Aegean, Greece, 2004.

(26BD) Proc. of the 13th IEEE Int. Conf. on Fuzzy Systems (FUZZ-IEEE 2004), Budapest, Hungary, 861-865, 2004

"Virtual Screening using Local Neuro-Fuzzy Rules" (J. Paetz, G. Schneider)

(27) Artificial Intelligence in Medicine, Elsevier, Vol. 32, 85-95, 2004

"Finding Optimal Decision Scores by Evolutionary Strategies" (J. Paetz)

(28) Proc. of the 8th Int. Conf. on Computational Intelligence, Theory and Applications (FUZZY DAYS 2004), Dortmund, Germany, 733-738, published in Dec. 2005

"Evolving Scientific Knowledge" (J. Paetz)

(29B) Fuzzy Sets & Systems, Elsevier, Special Issue: Fuzzy Sets and Systems in Bioinformatics, Vol. 152, 67-82, 2005

"A Neuro-Fuzzy Approach to Virtual Screening in Molecular Bioinformatics" (J. Paetz, G. Schneider)

(30) Soft Computing (A Fusion of Foundations, Methodologies and Applications), Springer-Verlag, Special Issue: Soft Computing for Bioinformatics and Medical Informatics, Vol. 10(4), 287-294, 2006 (published online first in April 2005)

"Descriptor Vector Redesign by Neuro-Fuzzy Analysis" (J. Paetz)

(31) Proc. of the 1st IEEE Symp. on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB 2004), La Jolla, CA, USA, 238-243, 2004

"Evolutionary Optimization of Interval Rules for Drug Design" (J. Paetz)

(32) Frankfurter Informatik-Berichte Nr. 1/05, J.W. Goethe-Universität Frankfurt am Main, 2005

"Anwendungs- und Optimierungspotenzial eines Neuro-Fuzzy-Systems im Wirkstoffdesign" (J. Paetz), 70 pages

(33D) Proc. of the 24th Int. Conf. of the North American Fuzzy Information Processing Soc. (NAFIPS 2005), Ann Arbor, MI, USA, 615-620, 2005

"Evolutionary Optimization of Weights of a Neuro-Fuzzy Classifier and the Effects on Benchmark Data and Complex Chemical Data" (J. Paetz)

(34D) Proc. of the 24th Int. Conf. of the North American Fuzzy Information Processing Soc. (NAFIPS 2005), Ann Arbor, MI, USA, 658-663, 2005

"Towards Ant Colony Optimization of Neuro-Fuzzy Interval Rules" (J. Paetz)

(35B) QSAR & Combinatorial Science, Vol. 24(8), 961-967, 2005

"Comparison of Three Holographic Fingerprint Descriptors and their Binary Counterparts" (U. Fechner, J. Paetz, G. Schneider)

(36) Journal of Intelligent and Fuzzy Systems, Vol. 17(3), regular paper, 263-285, 2006

"Optimization Study with Ligand-Design Interval Rules" (J. Paetz)

(37M) 4th Int. Symposium on Sepsis, SIRS, Immunantwort - Aspekte zur Diagnostik und Therapie, Hamburg, Extended Abstracts, PABST Science Publishers, A. Nierhaus, K.G. Kreymann (Eds.) 119-126, 2005

"Predicting Death for Abdominal Septic Shock Patients - The Results of the MEDAN Project" (R. Brause, E. Hanisch, J. Paetz, B. Arlt) some newer results with more patients, compared to (17M)

(38) Proc. of the 7th IEEE Congress on Evolutionary Computation (CEC 2005), Special Session on Evolutionary Computation in Bioinformatics and Computational Biology, Edinburgh, GB, 267-273, 2005

"Comparing Evolutionary Optimization with Ant Colony Optimization of Drug Design Interval Rules with and without Pre-Initialization" (J. Paetz)

(39) Zeitschrift für KI, Buchrezension, 1/06, p. 56

"Buchrezension zu: Rudolf Seising, Die Fuzzifizierung der Systeme, Franz Steiner Verlag, 2005" (J. Paetz)

(40) Proc. of the 11th Int. Conf. on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2006), Special Session on Uncertainty in Medical Sciences, Paris, France, 1160-1167, 2006

"Visualizing Spectral Uncertainty in Evolved Medical Scores" (J. Paetz)

(41) Proc. of the 8th IEEE Congress on Evolutionary Computation (World Congress on Computational Intelligence - WCCI-CEC 2006), Vancouver, Canada, 8725-8731, 2006, published on DVD

"The Particle Swarm Interval Rule Optimizer with an Application to Drug Design Data" (J. Paetz)

(42) Proc. of the 2006 Int. Joint Conf. on Neural Networks (World Congress on Computational Intelligence - WCCI-IJCNN 2006), Vancouver, Canada, 5214-5220, 2006, published on DVD

"Evolution of Real Valued Weights for RBF-DDA Networks" (J. Paetz)

(43) Proc. of the 7th Int. Symp. of Biological and Medical Data Analysis (ISBMDA 2006), Thessaloniki, Greece, 72-82, 2006

"Generalization Rules for Binarized Descriptors" (J. Paetz)

(44) Proc. of the 7th Int. Symp. of Biological and Medical Data Analysis (ISBMDA 2006), Thessaloniki, Greece, 378-389, 2006

"Supervised Neuro-Fuzzy Clustering for Life Science Applications" ( J. Paetz)

(45) Proc. of the 1st IEEE Int. Symp. on Foundations of Computational Intelligence (Symposium Series on Computational Intelligence - SSCI-FOCI 2007), Honolulu, HI, USA, 208-213, 2007, published on CD-ROM

"On the Role of Numerical Preciseness for Generalization, Classification, Type-1, and Type-2 Fuzziness" (J. Paetz)

(46) Proc. of the 7th Int. Symp. on Intelligent Data Analysis (IDA 2007), Ljubljana, Slovenija, 219-228, 2007

"Subrule Analysis and the Frequency-Confidence Diagram" (J. Paetz)

(47M) Journal of Intensive Care Medicine, Vol. 26(1), 27-33, 2011, Review of a large clinical series, corrected and updated version

"Predicting Death for Patients with Abdominal Septic Shock" (E. Hanisch, R. Brause, J. Paetz, B. Arlt)

(48) published at Amazon CreateSpace (2012), 30 pages, available here

(was originally accepted by Int. Journal of Information Technology and Intelligent Computing, Vol. 3, 2008)

"Numerical Preciseness and Unknown Data in Exact Number Spaces and their Relation to Fuzzy Data Analysis" (J. Paetz)

(49) Journal of Marketing Analytics, Vol. 3(4), 187-214, 2015

"Campaign Management Design Based on Segmentation by Rank Clusters" (J. Paetz)

(50) International Journal of Business Analytics, Vol. 4(4), 1-20, 2017

"The Risk of Optimization in Marketing Campaigns" (J. Paetz)

(note: on p.5 the small superscript 3 should be a normal-sized γ)

(51) published at Amazon CreateSpace (2017), 24 pages, available here

"Fuzzy Knowledge Prediction with Value-at-Risk Methodology" (J. Paetz)

(52) published at Amazon CreateSpace (2015/17), 24 pages, available here

"Integration of Marketing Analytics in a Business-IT Alignment Model" (J. Paetz)

(53) published at Amazon CreateSpace (2017/18), 24 pages, available here

"Optimized Button Design for Websites" (J. Paetz)

(54) published at Amazon CreateSpace (2016/18), 26 pages, available here

"Marketing and Sales Development Concept for Customers on the Basis of Recommendation Ranks and Feature Transaction Values" (J. Paetz)

Doctoral thesis:

"Adaptive Regelgenerierung und ihre Verwendung zur Diagnose des septischen Schocks"
(2002, J.W. Goethe-Universität Frankfurt am Main)

Diploma thesis:

"Die Rungeschen Approximationssätze und die Hauptteil- sowie Nullstellenverteilungen"
(1997, FB Mathematik at FernUniversität Hagen)
Award of the "Gesellschaft der Freunde der FernUniversität" for excellence

Book:

"Erweiterungen und Anwendungen von überwachten neuronalen Netzen und Neuro-Fuzzy-Systemen sowie deren Hybridisierung durch Optimierungsverfahren" (J. Paetz), Books on Demand, www.bod.de, BoD, Norderstedt, ISBN 978 383 709 8501, 168 pages, 2009 nur lieferbar bis Sept. 2014

Master thesis:

"Markup-Entwicklungen unter Berücksichtigung internationaler Handelsaspekte"^*
(2021, FB Wirtschaftswissenschaft at FernUniversität Hagen)

^* Markup = Preis / Grenzkosten

Last updated: September 2022. Für die Inhalte externer, verlinkter Seiten wird keine Haftung übernommen.