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1

A Survey of Big Data Issues in Electronic Health Record Analysis

Cyganek, Bogusław, Graña, Manuel, Krawczyk, Bartosz, Kasprzak, Andrzej, Porwik, Piotr, Walkowiak, Krzysztof, Woźniak, Michał

Journal:

Applied Artificial Intelligence

Year:

2016

Language:

english

File:

PDF, 1.75 MB

english, 2016

2

Significance of polymethylmethacrylate (PMMA) modification by zinc oxide nanoparticles for fungal biofilm formation

Cierech, Mariusz, Kolenda, Adam, Grudniak, Anna M., Wojnarowicz, Jacek, Woźniak, Bartosz, Gołaś, Marlena, Swoboda-Kopeć, Ewa, Łojkowski, Witold, Mierzwińska-Nastalska, Elżbieta

Journal:

International Journal of Pharmaceutics

Year:

2016

Language:

english

File:

PDF, 292 KB

english, 2016

3

The application of supercritical carbon dioxide for the stabilization of native and commercial polyphenol oxidases and peroxidases in cloudy apple juice (cv. Golden Delicious)

Marszałek, Krystian, Kruszewski, Bartosz, Woźniak, Łukasz, Skąpska, Sylwia

Journal:

Innovative Food Science & Emerging Technologies

Year:

2017

Language:

english

File:

PDF, 388 KB

english, 2017

4

Dynamic ensemble selection for multi-class classification with one-class classifiers

Krawczyk, Bartosz, Galar, Mikel, Woźniak, Michał, Bustince, Humberto, Herrera, Francisco

Journal:

Pattern Recognition

Year:

2018

Language:

english

File:

PDF, 2.35 MB

english, 2018

5

The effect of whole-body cryostimulation on the activity of lysosomal enzymes in kayaker women after intense exercise

Celestyna Mila-Kierzenkowska, Alina Woźniak, Tomasz Boraczyński, Alicja Jurecka, Beata Augustyńska, Bartosz Woźniak

Journal:

Journal of Thermal Biology

Year:

2011

Language:

english

File:

PDF, 136 KB

english, 2011

6

Automatic diagnosis of primary headaches by machine learning methods

Bartosz Krawczyk, Dragan Simić, Svetlana Simić, Michał Woźniak

Journal:

Central European Journal of Medicine

Year:

2013

Language:

english

File:

PDF, 742 KB

english, 2013

7

Cost-sensitive decision tree ensembles for effective imbalanced classification

Krawczyk, Bartosz, Woźniak, Michał, Schaefer, Gerald

Journal:

Applied Soft Computing

Year:

2014

Language:

english

File:

PDF, 1.16 MB

english, 2014

8

Incremental weighted one-class classifier for mining stationary data streams

Krawczyk, Bartosz, Woźniak, Michał

Journal:

Journal of Computational Science

Year:

2015

Language:

english

File:

PDF, 545 KB

english, 2015

9

Novel 2,6-disubstituted phenylboronic compounds – Synthesis, crystal structures, solution behaviour and reactivity

Adamczyk-Woźniak, Agnieszka, Ejsmont, Krzysztof, Gierczyk, Błażej, Kaczorowska, Ewa, Matuszewska, Alicja, Schroeder, Grzegorz, Sporzyński, Andrzej, Zarychta, Bartosz

Journal:

Journal of Organometallic Chemistry

Year:

2015

Language:

english

File:

PDF, 733 KB

english, 2015

10

A hybrid cost-sensitive ensemble for imbalanced breast thermogram classification

Krawczyk, Bartosz, Schaefer, Gerald, Woźniak, Michał

Journal:

Artificial Intelligence in Medicine

Year:

2015

Language:

english

File:

PDF, 943 KB

english, 2015

11

Analyzing the oversampling of different classes and types of examples in multi-class imbalanced datasets

Sáez, José A., Krawczyk, Bartosz, Woźniak, Michał

Journal:

Pattern Recognition

Year:

2016

Language:

english

File:

PDF, 1.67 MB

english, 2016

12

Dynamic Classifier Selection for One-Class Classification

Krawczyk, Bartosz, Woźniak, Michał

Journal:

Knowledge-Based Systems

Year:

2016

Language:

english

File:

PDF, 1.72 MB

english, 2016

13

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

14

Graphene Oxide-Based Nanocomposites Decorated with Silver Nanoparticles as an Antibacterial Agent

Jaworski, Sławomir, Wierzbicki, Mateusz, Sawosz, Ewa, Jung, Anna, Gielerak, Grzegorz, Biernat, Joanna, Jaremek, Henryk, Łojkowski, Witold, Woźniak, Bartosz, Wojnarowicz, Jacek, Stobiński, Leszek, Mało

Journal:

Nanoscale Research Letters

Year:

2018

Language:

english

File:

PDF, 3.51 MB

english, 2018

15

Specialized Ruthenium Olefin Metathesis Catalysts Bearing Bulky Unsymmetrical NHC Ligands: Computations, Synthesis, and Application

Małecki, Paweł, Gajda, Katarzyna, Gajda, Roman, Woźniak, Krzysztof, Trzaskowski, Bartosz, Kajetanowicz, Anna, Grela, Karol

Journal:

Year:

2018

Language:

english

File:

PDF, 3.46 MB

english, 2018

16

Transgenic Plant Detection Using an AuNPs Based SPR Biosensor

Grześkowiak, Bartosz F., Tuśnio, Karol, Woźniak, Anna, Szalata, Marlena, Lipiński, Daniel, Jurga, Stefan, Słomski, Ryszard

Journal:

Biosensors (Elsevier)

Year:

2019

Language:

english

File:

PDF, 2.94 MB

english, 2019

17

Transgenic Plant Detection Using an AuNPs Based SPR Biosensor

Grześkowiak, Bartosz F., Tuśnio, Karol, Woźniak, Anna, Szalata, Marlena, Lipiński, Daniel, Jurga, Stefan, Słomski, Ryszard

Journal:

Biosensors (Elsevier)

Year:

2019

File:

PDF, 2.94 MB

2019

18

Array CGH analysis in primary gastrointestinal stromal tumors: Cytogenetic profile correlates with anatomic site and tumor aggressiveness, irrespective of mutational status

Agnieszka Wozniak, Raf Sciot, Louis Guillou, Patrick Pauwels, Bartosz Wasag, Michel Stul, Joris Robert Vermeesch, Peter Vandenberghe, Janusz Limon, Maria Debiec-Rychter

Journal:

Genes, Chromosomes and Cancer

Year:

2007

Language:

english

File:

PDF, 611 KB

english, 2007

19

The effect of whole-body cryostimulation on lysosomal enzyme activity in kayakers during training

Alina Wozniak, Bartosz Wozniak, Gerard Drewa, Celestyna Mila-Kierzenkowska, Andrzej Rakowski

Journal:

European Journal of Applied Physiology

Year:

2007

Language:

english

File:

PDF, 287 KB

english, 2007

20

The effect of whole-body cryostimulation on the prooxidant–antioxidant balance in blood of elite kayakers after training

Alina Wozniak, Bartosz Wozniak, Gerard Drewa, Celestyna Mila-Kierzenkowska

Journal:

European Journal of Applied Physiology

Year:

2007

Language:

english

File:

PDF, 229 KB

english, 2007

21

Lipid Peroxidation and Activity of Some Antioxidant Enzymes in Patients with Glioblastoma and Astrocytoma

Bartosz Woźniak, Alina Woźniak, Heliodor A. Kasprzak, Gerard Drewa, Celestyna Mila-Kierzenkowska, Tomasz Drewa, Grzegorz Planutis

Journal:

Journal of Neuro-Oncology

Year:

2007

Language:

english

File:

PDF, 127 KB

english, 2007

22

When you hear hoofbeats, think of horses and zebras: a 58-year-old man with chest pain and palpitations

Bartosz Hudzik, Janusz Szkodzinski, Aleksandra Wozniak, Alicja Nowowiejska-Wiewiora, Lech Polonski

Journal:

Internal and Emergency Medicine

Year:

2011

Language:

english

File:

PDF, 666 KB

english, 2011

23

Presence of homozygous KIT exon 11 mutations is strongly associated with malignant clinical behavior in gastrointestinal stromal tumors

Lasota, Jerzy, vel Dobosz, Anna Jerzak, Wasag, Bartosz, Wozniak, Agnieszka, Kraszewska, Ewa, Michej, Wanda, Ptaszynski, Konrad, Rutkowski, Piotr, Sarlomo-Rikala, Maarit, Steigen, Sonja E

Journal:

Laboratory Investigation

Year:

2007

Language:

english

File:

PDF, 293 KB

english, 2007

24

A Unique Occurrence of a Cerebral Atypical Teratoid/Rhabdoid Tumor in an Infant and a Spinal Canal Primitive Neuroectodermal Tumor in her Father

Ewa Izycka-Swieszewska, Maria Debiec-Rychter, Bartosz Wasag, Agnieszka Wozniak, Dariusz Gasecki, Katarzyna Plata-Nazar, Jacek Bartkowiak, Jerzy Lasota, Janusz Limon

Journal:

Journal of Neuro-Oncology

Year:

2003

Language:

english

File:

PDF, 592 KB

english, 2003

25

P54: Correlation of the copy number DNA aberration pattern in gastrointestinal stromal tumors (GISTs) with tumor genotype and anatomic site

Agnieszka Wozniak, Raf Sciot, Patrick Pauwels, Michel Stul, Bartosz Wasag, Janusz Limon, Maria Debiec-Rychter

Journal:

European Journal of Medical Genetics

Year:

2005

Language:

english

File:

PDF, 50 KB

english, 2005

26

Thermal stress and oxidant–antioxidant balance in experienced and novice winter swimmers

Celestyna Mila-Kierzenkowska, Alina Woźniak, Tomasz Boraczyński, Michał Szpinda, Bartosz Woźniak, Alicja Jurecka, Anna Szpinda

Journal:

Journal of Thermal Biology

Year:

2012

Language:

english

File:

PDF, 247 KB

english, 2012

27

3-Bromopyridine As a Sixth Ligand in Sulfoxide-Based Hoveyda Complexes: A Study on Catalytic Properties

Żukowska, Karolina, Szadkowska, Anna, Trzaskowski, Bartosz, Pazio, Aleksandra, Pączek, Łukasz, Woźniak, Krzysztof, Grela, Karol

Journal:

Organometallics

Year:

2013

Language:

english

File:

PDF, 2.58 MB

english, 2013

28

The cellular and physiological actions of insulin in the central nervous system

Wozniak, Magdalena, Rydzewski, Bartosz, Baker, Stephen P., Raizada, Mohan K.

Journal:

Neurochemistry International

Year:

1993

Language:

english

File:

PDF, 911 KB

english, 1993

29

Classifier ensemble for an effective cytological image analysis

Filipczuk, Paweł, Krawczyk, Bartosz, Woźniak, Michał

Journal:

Pattern Recognition Letters

Year:

2013

Language:

english

File:

PDF, 2.00 MB

english, 2013

30

Synthesis of Polycyclic Aminocyclobutane Systems by the Rearrangement of N -( ortho -Vinylphenyl) 2-Azabicyclo[3.1.0]hexane Derivatives

Wasilewska, Agnieszka, Woźniak, Bartosz A., Doridot, Gabriel, Piotrowska, Kamila, Witkowska, Natalia, Retailleau, Pascal, Six, Yvan

Journal:

Chemistry - A European Journal

Year:

2013

Language:

english

File:

PDF, 810 KB

english, 2013

31

Diversity measures for one-class classifier ensembles

Krawczyk, Bartosz, Woźniak, Michał

Journal:

Year:

2014

Language:

english

File:

PDF, 1018 KB

english, 2014

32

[IEEE 2013 Fourth International Workshop on Computational Intelligence in Medical Imaging (CIMI) - Singapore, Singapore (2013.04.16-2013.04.19)] 2013 Fourth International Workshop on Computational Intelligence in Medical Imaging (CIMI) - Combining one-class classifiers for imbalanced classification of breast thermogram features

Krawczyk, Bartosz, Schaefer, Gerald, Wozniak, Michal

Year:

2013

Language:

english

File:

PDF, 292 KB

english, 2013

33

Clustering-based ensembles for one-class classification

Krawczyk, Bartosz, Woźniak, Michał, Cyganek, Bogusław

Journal:

Information Sciences

Year:

2014

Language:

english

File:

PDF, 1.94 MB

english, 2014

34

[ACM Press the 2013 international workshop - Prague, Czech Republic (2013.04.22-2013.04.22)] Proceedings of the 2013 international workshop on Multi-cloud applications and federated clouds - MultiCloud '13 - Towards a monitoring feedback loop for cloud applications

Bar, Piotr, Benfredj, Rudy, Marks, Jonathon, Ulevinov, Deyan, Wozniak, Bartosz, Casale, Giuliano, Knottenbelt, William J.

Year:

2013

Language:

english

File:

PDF, 447 KB

english, 2013

35

[IEEE 2013 IEEE 8th International Symposium on Applied Computational Intelligence and Informatics (SACI) - Timisoara, Romania (2013.05.23-2013.05.25)] 2013 IEEE 8th International Symposium on Applied Computational Intelligence and Informatics (SACI) - A cost-sensitive ensemble classifier for breast cancer classification

Krawczyk, Bartosz, Schaefer, Gerald, Wozniak, Michal

Year:

2013

Language:

english

File:

PDF, 196 KB

english, 2013

36

[IEEE 2010 10th International Conference on Intelligent Systems Design and Applications (ISDA) - Cairo, Egypt (2010.11.29-2010.12.1)] 2010 10th International Conference on Intelligent Systems Design and Applications - Simple combining classifiers for a special case of incremental concept drift problem

Kurlej, Bartosz, Sobolewski, Piotr, Wozniak, Michal

Year:

2010

Language:

english

File:

PDF, 294 KB

english, 2010

37

Influence of Distance Measures on the Effectiveness of One-Class Classification Ensembles

Krawczyk, Bartosz, Woźniak, Michał

Journal:

Applied Artificial Intelligence

Year:

2014

Language:

english

File:

PDF, 168 KB

english, 2014

38

New mono- and diethynylsiloxysilsesquioxanes – efficient procedures for their synthesis

Dudziec, Beata, Rzonsowska, Monika, Marciniec, Bogdan, Brząkalski, Dariusz, Woźniak, Bartosz

Journal:

Dalton Transactions

Year:

2014

Language:

english

File:

PDF, 369 KB

english, 2014

39

[IEEE 2013 IEEE Symposium on Computational Intelligence and Ensemble Learning (CIEL) - Singapore, Singapore (2013.04.16-2013.04.19)] 2013 IEEE Symposium on Computational Intelligence and Ensemble Learning (CIEL) - On diversity measures for fuzzy one-class classifier ensembles

Krawczyk, Bartosz, Wozniak, Michal

Year:

2013

Language:

english

File:

PDF, 242 KB

english, 2013

40

APPLICATION OF ADAPTIVE SPLITTING AND SELECTION CLASSIFIER TO THE SPAM FILTERING PROBLEM

Jackowski, Konrad, Krawczyk, Bartosz, Woźniak, Michał

Journal:

Cybernetics & Systems

Year:

2013

Language:

english

File:

PDF, 200 KB

english, 2013

41

[IEEE 2014 IEEE Congress on Evolutionary Computation (CEC) - Beijing, China (2014.7.6-2014.7.11)] 2014 IEEE Congress on Evolutionary Computation (CEC) - A first attempt on evolutionary prototype reduction for nearest neighbor one-class classification

Krawczyk, Bartosz, Triguero, Isaac, Garcia, Salvador, Wozniak, Michal, Herrera, Francisco

Year:

2014

Language:

english

File:

PDF, 298 KB

english, 2014

42

Data stream classification and big data analytics

Krawczyk, Bartosz, Stefanowski, Jerzy, Wozniak, Michał

Journal:

Year:

2015

Language:

english

File:

PDF, 162 KB

english, 2015

43

[IEEE 2013 2nd International Conference on Informatics, Electronics and Vision (ICIEV) - Dhaka, Bangladesh (2013.05.17-2013.05.18)] 2013 International Conference on Informatics, Electronics and Vision (ICIEV) - An evaluation of classifier ensembles for class imbalance problems

Krawczyk, Bartosz, Schaefer, Gerald, Wozniak, Michal

Year:

2013

Language:

english

File:

PDF, 514 KB

english, 2013

44

[IEEE 2014 International Joint Conference on Neural Networks (IJCNN) - Beijing, China (2014.7.6-2014.7.11)] 2014 International Joint Conference on Neural Networks (IJCNN) - New untrained aggregation methods for classifier combination

Krawczyk, Bartosz, Wozniak, Michal

Year:

2014

Language:

english

File:

PDF, 355 KB

english, 2014

45

Nanomagnetic Activation as a Way to Control the Efficacy of Nucleic Acid Delivery

Grześkowiak, Bartosz F., Sánchez-Antequera, Yolanda, Hammerschmid, Edelburga, Döblinger, Markus, Eberbeck, Dietmar, Woźniak, Anna, Słomski, Ryszard, Plank, Christian, Mykhaylyk, Olga

Journal:

Pharmaceutical Research

Year:

2015

Language:

english

File:

PDF, 8.32 MB

english, 2015

46

Enhanced Lipid Peroxidation Processes in Patients after Brain Contusion

Kasprzak, Heliodor A., Woźniak, Alina, Drewa, Gerard, Woźniak, Bartosz

Journal:

Journal of Neurotrauma

Year:

2001

Language:

english

File:

PDF, 87 KB

english, 2001

47

[IEEE 2014 22nd International Conference on Pattern Recognition (ICPR) - Stockholm, Sweden (2014.8.24-2014.8.28)] 2014 22nd International Conference on Pattern Recognition - Weighted One-Class Classifier Ensemble Based on Fuzzy Feature Space Partitioning

Krawczyk, Bartosz, Wozniak, Michal, Cyganek, Boguslaw

Year:

2014

Language:

english

File:

PDF, 240 KB

english, 2014

48

Conformational Flexibility of Hoveyda-Type and Grubbs-Type Complexes Bearing Acyclic Carbenes and Its Impact on Their Catalytic Properties

Pazio, Aleksandra, Woźniak, Krzysztof, Grela, Karol, Trzaskowski, Bartosz

Journal:

Organometallics

Year:

2015

Language:

english

File:

PDF, 2.61 MB

english, 2015

49

DIVERSITY-BASED CLASSIFIER SELECTION FOR BREAST CANCER CYTOLOGICAL IMAGE ANALYSIS

Krawczyk, Bartosz, Filipczuk, Paweł, Woźniak, Michał, Obuchowicz, Andrzej

Journal:

Biomedical Engineering Applications Basis and Communications

Year:

2014

Language:

english

File:

PDF, 392 KB

english, 2014

50

IMPROVED ADAPTIVE SPLITTING AND SELECTION: THE HYBRID TRAINING METHOD OF A CLASSIFIER BASED ON A FEATURE SPACE PARTITIONING

JACKOWSKI, KONRAD, KRAWCZYK, BARTOSZ, WOŹNIAK, MICHAŁ

Journal:

International Journal of Neural Systems

Year:

2014

Language:

english

File:

PDF, 270 KB

english, 2014