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1

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10536 || Optimal Client Recommendation for Market Makers in Illiquid Financial Products

Altun, Yasemin, Das, Kamalika, Mielikäinen, Taneli, Malerba, Donato, Stefanowski, Jerzy, Read, Jesse, Žitnik, Marinka, Ceci, Michelangelo, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 941 KB

english, 2017

2

Analysis of Changes of Forces and Normal Stress in Extradosed Tendons of the MS-3B Bridge Located on the Ring Road in Ostróda

Stefanowski, Tadeusz, Supeł, Piotr, Trochymiak, Wojciech, Andreev, V., Matseevich, T., Ter-Martirosyan, A., Adamtsevich, A.

Journal:

MATEC Web of Conferences

Year:

2018

Language:

english

File:

PDF, 951 KB

english, 2018

3

SMOTE–IPF: Addressing the noisy and borderline examples problem in imbalanced classification by a re-sampling method with filtering

Sáez, José A., Luengo, Julián, Stefanowski, Jerzy, Herrera, Francisco

Journal:

Information Sciences

Year:

2015

Language:

english

File:

PDF, 1.96 MB

english, 2015

4

Evaluating business credit risk by means of approach-integrating decision rules and case-based learning

Jerzy Stefanowski, Szymon Wilk

Journal:

Intelligent Systems in Accounting, Finance and Management

Year:

2001

Language:

english

File:

PDF, 192 KB

english, 2001

5

[Studies in Big Data] Big Data Analysis: New Algorithms for a New Society Volume 16 || Implementing Big Data Analytics Projects in Business

Japkowicz, Nathalie, Stefanowski, Jerzy

Year:

2016

Language:

english

File:

PDF, 433 KB

english, 2016

6

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10536 || Session-Based Fraud Detection in Online E-Commerce Transactions Using Recurrent Neural Networks

Altun, Yasemin, Das, Kamalika, Mielikäinen, Taneli, Malerba, Donato, Stefanowski, Jerzy, Read, Jesse, Žitnik, Marinka, Ceci, Michelangelo, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 737 KB

english, 2017

7

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10536 ||

Altun, Yasemin, Das, Kamalika, Mielikäinen, Taneli, Malerba, Donato, Stefanowski, Jerzy, Read, Jesse, Žitnik, Marinka, Ceci, Michelangelo, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 41.45 MB

english, 2017

8

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10536 || Modeling the Temporal Nature of Human Behavior for Demographics Prediction

Altun, Yasemin, Das, Kamalika, Mielikäinen, Taneli, Malerba, Donato, Stefanowski, Jerzy, Read, Jesse, Žitnik, Marinka, Ceci, Michelangelo, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 892 KB

english, 2017

9

Three discretization methods for rule induction

Jerzy W. Grzymala-Busse, Jerzy Stefanowski

Journal:

International Journal of Intelligent Systems

Year:

2001

Language:

english

File:

PDF, 82 KB

english, 2001

10

Rough classification in incomplete information systems

Roman Słowiński, Jerzy Stefanowski

Journal:

Mathematical and Computer Modelling

Year:

1989

Language:

english

File:

PDF, 835 KB

english, 1989

11

Immunoglobulin A Coating Identifies Colitogenic Bacteria in Inflammatory Bowel Disease

Palm, Noah W., de Zoete, Marcel R., Cullen, Thomas W., Barry, Natasha A., Stefanowski, Jonathan, Hao, Liming, Degnan, Patrick H., Hu, Jianzhong, Peter, Inga, Zhang, Wei, Ruggiero, Elizabeth, Cho, Judy

Journal:

Year:

2014

Language:

english

File:

PDF, 1.68 MB

english, 2014

12

[Lecture Notes in Computer Science] Rough Sets, Fuzzy Sets, Data Mining and Granular Computing Volume 4482 || Web Based Health Recommender System Using Rough Sets, Survival Analysis and Rule-Based Expert Systems

An, Aijun, Stefanowski, Jerzy, Ramanna, Sheela, Butz, Cory J., Pedrycz, Witold, Wang, Guoyin

Year:

2007

Language:

english

File:

PDF, 353 KB

english, 2007

13

[Studies in Big Data] Big Data Analysis: New Algorithms for a New Society Volume 16 ||

Japkowicz, Nathalie, Stefanowski, Jerzy

Year:

2016

Language:

english

File:

PDF, 7.69 MB

english, 2016

14

[Studies in Big Data] Big Data Analysis: New Algorithms for a New Society Volume 16 || A Machine Learning Perspective on Big Data Analysis

Japkowicz, Nathalie, Stefanowski, Jerzy

Year:

2016

Language:

english

File:

PDF, 251 KB

english, 2016

15

[Studies in Big Data] Big Data Analysis: New Algorithms for a New Society Volume 16 || Scalable Cloud-Based Data Analysis Software Systems for Big Data from Next Generation Sequencing

Japkowicz, Nathalie, Stefanowski, Jerzy

Year:

2016

Language:

english

File:

PDF, 340 KB

english, 2016

16

[Studies in Big Data] Big Data Analysis: New Algorithms for a New Society Volume 16 || Big Data and the Internet of Things

Japkowicz, Nathalie, Stefanowski, Jerzy

Year:

2016

Language:

english

File:

PDF, 290 KB

english, 2016

17

Ensemble learning for data stream analysis: A survey

Krawczyk, Bartosz, Minku, Leandro L., Gama, João, Stefanowski, Jerzy, Woźniak, Michał

Journal:

Information Fusion

Year:

2017

Language:

english

File:

PDF, 822 KB

english, 2017

18

Prequential AUC: properties of the area under the ROC curve for data streams with concept drift

Brzezinski, Dariusz, Stefanowski, Jerzy

Journal:

Knowledge and Information Systems

Year:

2017

Language:

english

File:

PDF, 1.81 MB

english, 2017

19

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10536 || Process-Based Modeling and Design of Dynamical Systems

Altun, Yasemin, Das, Kamalika, Mielikäinen, Taneli, Malerba, Donato, Stefanowski, Jerzy, Read, Jesse, Žitnik, Marinka, Ceci, Michelangelo, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 176 KB

english, 2017

20

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10536 || TF Boosted Trees: A Scalable TensorFlow Based Framework for Gradient Boosting

Altun, Yasemin, Das, Kamalika, Mielikäinen, Taneli, Malerba, Donato, Stefanowski, Jerzy, Read, Jesse, Žitnik, Marinka, Ceci, Michelangelo, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 355 KB

english, 2017

21

Exploring complex and big data

Stefanowski, Jerzy, Krawiec, Krzysztof, Wrembel, Robert

Journal:

International Journal of Applied Mathematics and Computer Science

Year:

2017

Language:

english

File:

PDF, 403 KB

english, 2017

22

DNA Damage Signaling Instructs Polyploid Macrophage Fate in Granulomas

Herrtwich, Laura, Nanda, Indrajit, Evangelou, Konstantinos, Nikolova, Teodora, Horn, Veronika, Sagar,, Erny, Daniel, Stefanowski, Jonathan, Rogell, Leif, Klein, Claudius, Gharun, Kourosh, Follo, Mari

Journal:

Year:

2018

Language:

english

File:

PDF, 375 KB

english, 2018

23

Material Adverse Change (Lessons from Failed M&As) ||

Stefanowski, Robert V.

Year:

2018

Language:

english

File:

PDF, 1.23 MB

english, 2018

24

[Lecture Notes in Computer Science] Artificial Intelligence in Medicine: Knowledge Representation and Transparent and Explainable Systems Volume 11979 (AIME 2019 International Workshops, KR4HC/ProHealth and TEAAM, Poznan, Poland, June 26–29, 2019, Revised Selected Papers) || Self-organizing Maps Using Acoustic Features for Prediction of State Change in Bipolar Disorder

Marcos, Mar, Juarez, Jose M., Lenz, Richard, Nalepa, Grzegorz J., Nowaczyk, Slawomir, Peleg, Mor, Stefanowski, Jerzy, Stiglic, Gregor

Year:

2019

File:

PDF, 317 KB

2019

25

[Lecture Notes in Computer Science] Artificial Intelligence in Medicine: Knowledge Representation and Transparent and Explainable Systems Volume 11979 (AIME 2019 International Workshops, KR4HC/ProHealth and TEAAM, Poznan, Poland, June 26–29, 2019, Revised Selected Papers) ||

Marcos, Mar, Juarez, Jose M., Lenz, Richard, Nalepa, Grzegorz J., Nowaczyk, Slawomir, Peleg, Mor, Stefanowski, Jerzy, Stiglic, Gregor

Year:

2019

File:

PDF, 16.16 MB

2019

26

Using Information on Class Interrelations to Improve Classification of Multiclass Imbalanced Data: A New Resampling Algorithm

Janicka, MaÅgorzata, Lango, Mateusz, Stefanowski, Jerzy

Journal:

International Journal of Applied Mathematics and Computer Science

Year:

2019

File:

PDF, 483 KB

2019

27

Study on the in-process measurements of the surface roughness of Douglas fir green veneers with the use of laser profilometer

Stefanowski, StanisÅaw, Frayssinhes, RÃ©my, Pinkowski, Grzegorz, Denaud, Louis

Journal:

European Journal of Wood and Wood Products

Year:

2020

File:

PDF, 2.22 MB

2020

28

Material Adverse Change (Lessons from Failed M&As) || Buy or Build?

Stefanowski, Robert V.

Year:

2018

File:

PDF, 104 KB

2018

29

Induction of decision rules in classification and discovery-oriented perspectives

Jerzy Stefanowski, Daniel Vanderpooten

Journal:

International Journal of Intelligent Systems

Year:

2001

Language:

english

File:

PDF, 134 KB

english, 2001

30

Discriminant versus rough sets approach to vague data analysis

Ewa Krusińska, Roman Slowinski, Jerzy Stefanowski

Journal:

Applied Stochastic Models in Business and Industry

Year:

1992

Language:

english

File:

PDF, 984 KB

english, 1992

31

Evaluation of vibroacoustic diagnostic symptoms by means of the rough sets theory

Ryszard Nowicki, Roman Słowiński, Jerzy Stefanowski

Journal:

Computers in Industry

Year:

1992

Language:

english

File:

PDF, 1.33 MB

english, 1992

32

An experimental evaluation of improving rule based classifiers with two approaches that change representations of learning examples

Jerzy Stefanowski

Journal:

Engineering Applications of Artificial Intelligence

Year:

2004

Language:

english

File:

PDF, 233 KB

english, 2004

33

Berechnung der Intensität der Interferenzlinien auf den Röntgenogrammen von Debye

N. Zelljakoff, A. Stefanowsky, J. Hurgin

Journal:

Zeitschrift für Physik A Hadrons and Nuclei

Year:

1936

Language:

german

File:

PDF, 275 KB

german, 1936

34

A Comparison of Two Approaches to Data Mining from Imbalanced Data

Jerzy W. Grzymala-Busse, Jerzy Stefanowski, Szymon Wilk

Journal:

Journal of Intelligent Manufacturing

Year:

2005

Language:

english

File:

PDF, 120 KB

english, 2005

35

Rough sets analysis of diagnostic capacity of vibroacoustic symptoms

Ryszard Nowicki, Roman Słowiński, Jerzy Stefanowski

Journal:

Computers & Mathematics with Applications

Year:

1992

Language:

english

File:

PDF, 901 KB

english, 1992

36

Incomplete Information Tables and Rough Classification

Jerzy Stefanowski, Alexis Tsoukiàs

Journal:

Computational Intelligence

Year:

2001

Language:

english

File:

PDF, 163 KB

english, 2001

37

Mangan

R. G. Harry, W. F. Stefanowski, I. M. Kolthoff, E. B. Sandell, L. M. Larsen, F. W. Scott, J. J. Lingane, O. M. Libman, J. Leroide, A. Bruiltet, J. H. van der Meulen, H. Ditz, A. I. Malkow, I. U. Misch

Journal:

Analytical and Bioanalytical Chemistry

Year:

1939-1940

Language:

german

File:

PDF, 1.46 MB

german, 1939-1940

38

Über die Myringotomie als Mittel zur Verbesserung des Gehörs bei Otitis media chronica (adhaesiva, sicca und sclerotica)

Th. K. Stefanowski

Journal:

European Archives of Oto-Rhino-Laryngology

Year:

1904

Language:

german

File:

PDF, 1.47 MB

german, 1904

39

Feature subset selection for classification of histological images

Jacek Jelonek, Jerzy Stefanowski

Journal:

Artificial Intelligence in Medicine

Year:

1997

Language:

english

File:

PDF, 933 KB

english, 1997

40

[Lecture Notes in Computer Science] Rough Sets, Fuzzy Sets, Data Mining and Granular Computing Volume 4482 || Intelligent Decision Support Based on Influence Diagrams with Rough Sets

An, Aijun, Stefanowski, Jerzy, Ramanna, Sheela, Butz, Cory J., Pedrycz, Witold, Wang, Guoyin

Year:

2007

Language:

english

File:

PDF, 331 KB

english, 2007

41

BRACID: a comprehensive approach to learning rules from imbalanced data

Krystyna Napierala, Jerzy Stefanowski

Journal:

Journal of Intelligent Information Systems

Year:

2012

Language:

english

File:

PDF, 955 KB

english, 2012

42

[Lecture Notes in Computer Science] Rough Sets, Fuzzy Sets, Data Mining and Granular Computing Volume 4482 || The Study of Some Important Theoretical Problems for Rough Relational Database

An, Aijun, Stefanowski, Jerzy, Ramanna, Sheela, Butz, Cory J., Pedrycz, Witold, Wang, Guoyin

Year:

2007

Language:

english

File:

PDF, 281 KB

english, 2007

43

[IEEE 5th International Conference on Intelligent Systems Design and Applications (ISDA'05) - Warsaw, Poland (2005.09.10-2005.09.10)] 5th International Conference on Intelligent Systems Design and Applications (ISDA'05) - On using rule induction in multiple classifiers with a combiner aggregation strategy

Stefanowski, J., Nowaczyk, S.

Year:

2005

Language:

english

File:

PDF, 199 KB

english, 2005

44

Combining block-based and online methods in learning ensembles from concept drifting data streams

Brzezinski, Dariusz, Stefanowski, Jerzy

Journal:

Information Sciences

Year:

2014

Language:

english

File:

PDF, 629 KB

english, 2014

45

Open challenges for data stream mining research

Krempl, Georg, Spiliopoulou, Myra, Stefanowski, Jerzy, Žliobaite, Indre, Brzeziński, Dariusz, Hüllermeier, Eyke, Last, Mark, Lemaire, Vincent, Noack, Tino, Shaker, Ammar, Sievi, Sonja

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2014

Language:

english

File:

PDF, 811 KB

english, 2014

46

[IEEE 2011 Ieee Symposium On Computational Intelligence And Data Mining - Part Of 17273 - 2011 Ssci - Paris, France (2011.04.11-2011.04.15)] 2011 IEEE Symposium on Computational Intelligence and Data Mining (CIDM) - Local neighbourhood extension of SMOTE for mining imbalanced data

Maciejewski, Tomasz, Stefanowski, Jerzy

Year:

2011

Language:

english

File:

PDF, 124 KB

english, 2011

47

Neighbourhood sampling in bagging for imbalanced data

Błaszczyński, Jerzy, Stefanowski, Jerzy

Journal:

Year:

2015

Language:

english

File:

PDF, 1.41 MB

english, 2015

48

Rough sets approach to analysis of data from peritoneal lavage in acute pancreatitis

Slowiński, Krzysztof, Slnowiński, Roman, Stefanowski, Jerzy

Journal:

Informatics for Health and Social Care

Year:

1988

Language:

english

File:

PDF, 787 KB

english, 1988

49

Reacting to Different Types of Concept Drift: The Accuracy Updated Ensemble Algorithm

Brzezinski, Dariusz, Stefanowski, Jerzy

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2014

Language:

english

File:

PDF, 1.42 MB

english, 2014

50

Data stream classification and big data analytics

Krawczyk, Bartosz, Stefanowski, Jerzy, Wozniak, Michał

Journal:

Year:

2015

Language:

english

File:

PDF, 162 KB

english, 2015

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