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1

Expressive modeling for trusted big data analytics: techniques and applications in sentiment analysis

Tromp, Erik, Pechenizkiy, Mykola, Gaber, Mohamed Medhat

Journal:

Big Data Analytics

Year:

2017

Language:

english

File:

PDF, 2.87 MB

english, 2017

2

A survey on concept drift adaptation

Gama, João, Žliobaitė, Indrė, Bifet, Albert, Pechenizkiy, Mykola, Bouchachia, Abdelhamid

Journal:

ACM Computing Surveys

Year:

2014

Language:

english

File:

PDF, 1.08 MB

english, 2014

3

[IEEE 2010 IEEE 10th International Conference on Data Mining (ICDM) - Sydney, Australia (2010.12.13-2010.12.17)] 2010 IEEE International Conference on Data Mining - Discrimination Aware Decision Tree Learning

Kamiran, Faisal, Calders, Toon, Pechenizkiy, Mykola

Year:

2010

Language:

english

File:

PDF, 205 KB

english, 2010

4

[IEEE 2011 IEEE International Conference on Data Mining Workshops (ICDMW) - Vancouver, BC, Canada (2011.12.11-2011.12.11)] 2011 IEEE 11th International Conference on Data Mining Workshops - SentiCorr: Multilingual Sentiment Analysis of Personal Correspondence

Tromp, Erik, Pechenizkiy, Mykola

Year:

2011

Language:

english

File:

PDF, 302 KB

english, 2011

5

Twitter rumour detection in the health domain

Sicilia, Rosa, Lo Giudice, Stella, Pei, Yulong, Pechenizkiy, Mykola, Soda, Paolo

Journal:

Expert Systems with Applications

Year:

2018

Language:

english

File:

PDF, 7.48 MB

english, 2018

6

Let’s Grow Together: Tutorials on Learning Analytics Methods

Gašević, Dragan, Pechenizkiy, Mykola

Journal:

Journal of Learning Analytics

Year:

2016

Language:

english

File:

PDF, 302 KB

english, 2016

7

Exceptional spatio-temporal behavior mining through Bayesian non-parametric modeling

Du, Xin, Pei, Yulong, Duivesteijn, Wouter, Pechenizkiy, Mykola

Journal:

Data Mining and Knowledge Discovery

Year:

2020

File:

PDF, 1.70 MB

2020

8

Bridging learning sciences, machine learning and affective computing for understanding cognition and affect in collaborative learning

JÃ¤rvelÃ¤, Sanna, GaÅ¡eviÄ, Dragan, SeppÃ¤nen, Tapio, Pechenizkiy, Mykola, Kirschner, Paul A.

Journal:

British Journal of Educational Technology

Year:

2020

File:

PDF, 687 KB

2020

9

[Advances in Intelligent Systems and Computing] New Trends in Databases and Information Systems Volume 185 ||

Pechenizkiy, Mykola, Wojciechowski, Marek

Year:

2013

Language:

english

File:

PDF, 11.69 MB

english, 2013

10

[IEEE 2009 IEEE International Conference on Data Mining Workshops (ICDMW) - Miami, FL, USA (2009.12.6-2009.12.6)] 2009 IEEE International Conference on Data Mining Workshops - Building Classifiers with Independency Constraints

Calders, Toon, Kamiran, Faisal, Pechenizkiy, Mykola

Year:

2009

Language:

english

File:

PDF, 253 KB

english, 2009

11

Dealing With Concept Drifts in Process Mining

Bose, R. P. Jagadeesh Chandra, van der Aalst, Wil M. P., Zliobaite, Indre, Pechenizkiy, Mykola

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2014

Language:

english

File:

PDF, 3.69 MB

english, 2014

12

[IEEE 2008 Eighth IEEE International Conference on Advanced Learning Technologies - Santander, Cantabria, Spain (2008.07.1-2008.07.5)] 2008 Eighth IEEE International Conference on Advanced Learning Technologies - Tailoring Feedback in Online Assessment: Influence of Learning Styles on the Feedback Preferences and Elaborated Feedback Effectiveness

Vasilyeva, Ekaterina, Bra, Paul De, Pechenizkiy, Mykola, Puuronen, Seppo

Year:

2008

Language:

english

File:

PDF, 323 KB

english, 2008

13

[ACM Press the 2006 ACM symposium - Dijon, France (2006.04.23-2006.04.27)] Proceedings of the 2006 ACM symposium on Applied computing - SAC '06 - The impact of sample reduction on PCA-based feature extraction for supervised learning

Pechenizkiy, Mykola, Puuronen, Seppo, Tsymbal, Alexey

Year:

2006

Language:

english

File:

PDF, 148 KB

english, 2006

14

[IEEE 2017 IEEE 30th International Symposium on Computer-Based Medical Systems (CBMS) - Thessaloniki (2017.6.22-2017.6.24)] 2017 IEEE 30th International Symposium on Computer-Based Medical Systems (CBMS) - Detection of Alcoholism Based on EEG Signals and Functional Brain Network Features Extraction

Ahmadi, Negar, Pei, Yulong, Pechenizkiy, Mykola

Year:

2017

Language:

english

File:

PDF, 745 KB

english, 2017

15

Mining Context-Aware Association Rules Using Grammar-Based Genetic Programming

Luna, Jose Maria, Pechenizkiy, Mykola, del Jesus, Maria Jose, Ventura, Sebastian

Journal:

IEEE Transactions on Cybernetics

Year:

2017

Language:

english

File:

PDF, 1.59 MB

english, 2017

16

Cluster-preserving sampling from fully-dynamic streaming graphs

Zhang, Jianpeng, Zhu, Kaijie, Pei, Yulong, Fletcher, George, Pechenizkiy, Mykola

Journal:

Information Sciences

Year:

2019

File:

PDF, 1.21 MB

2019

17

Ensuring cybersecurity of smart grid against data integrity attacks under concept drift

Mohammadpourfard, Mostafa, Weng, Yang, Pechenizkiy, Mykola, Tajdinian, Mohsen, Mohammadi-Ivatloo, Behnam

Journal:

International Journal of Electrical Power & Energy Systems

Year:

2020

File:

PDF, 2.68 MB

2020

18

Guest editorial for DKE special issue on “Biomedical Data Mining”

Mykola Pechenizkiy, Alexey Tsymbal

Journal:

Data & Knowledge Engineering

Year:

2009

Language:

english

File:

PDF, 109 KB

english, 2009

19

Diversity in search strategies for ensemble feature selection

Alexey Tsymbal, Mykola Pechenizkiy, Pádraig Cunningham

Journal:

Information Fusion

Year:

2005

Language:

english

File:

PDF, 606 KB

english, 2005

20

Dynamic integration of classifiers for handling concept drift

Alexey Tsymbal, Mykola Pechenizkiy, Pádraig Cunningham, Seppo Puuronen

Journal:

Information Fusion

Year:

2008

Language:

english

File:

PDF, 282 KB

english, 2008

21

Knowledge discovery and computer-based decision support in biomedicine

Paolo Soda, Mykola Pechenizkiy, Francesco Tortorella, Alexey Tsymbal

Journal:

Artificial Intelligence in Medicine

Year:

2010

Language:

english

File:

PDF, 73 KB

english, 2010

22

Beating the baseline prediction in food sales: How intelligent an intelligent predictor is?

Indrė Žliobaitė, Jorn Bakker, Mykola Pechenizkiy

Journal:

Expert Systems with Applications

Year:

2012

Language:

english

File:

PDF, 811 KB

english, 2012

23

ReliefF-MI: An extension of ReliefF to multiple instance learning

Amelia Zafra, Mykola Pechenizkiy, Sebastián Ventura

Journal:

Year:

2012

Language:

english

File:

PDF, 645 KB

english, 2012

24

AH 12 years later: a comprehensive survey of adaptive hypermedia methods and techniques

Knutov, Evgeny, De Bra, Paul, Pechenizkiy, Mykola

Journal:

New Review in Hypermedia and Multimedia

Year:

2009

Language:

english

File:

PDF, 627 KB

english, 2009

25

[Advances in Intelligent Systems and Computing] New Trends in Databases and Information Systems Volume 185 || Towards Effective Social Network System Implementation

Pechenizkiy, Mykola, Wojciechowski, Marek

Year:

2013

Language:

english

File:

PDF, 170 KB

english, 2013

26

[Advances in Intelligent Systems and Computing] New Trends in Databases and Information Systems Volume 185 || A Detection of the Most Influential Documents

Pechenizkiy, Mykola, Wojciechowski, Marek

Year:

2013

Language:

english

File:

PDF, 501 KB

english, 2013

27

[Advances in Intelligent Systems and Computing] New Trends in Databases and Information Systems Volume 185 || DeltaDens – Incremental Algorithm for On–Line Density–Based Clustering

Pechenizkiy, Mykola, Wojciechowski, Marek

Year:

2013

Language:

english

File:

PDF, 259 KB

english, 2013

28

HyDR-MI: A hybrid algorithm to reduce dimensionality in multiple instance learning

Zafra, Amelia, Pechenizkiy, Mykola, Ventura, Sebastián

Journal:

Information Sciences

Year:

2013

Language:

english

File:

PDF, 916 KB

english, 2013

29

[Advances in Intelligent Systems and Computing] New Trends in Databases and Information Systems Volume 185 || Traceability in Software Architecture Decisions Based on Notes about Documents

Pechenizkiy, Mykola, Wojciechowski, Marek

Year:

2013

Language:

english

File:

PDF, 487 KB

english, 2013

30

Introduction to the special issue on handling concept drift in adaptive information systems

Mykola Pechenizkiy, Indre Zliobaite

Journal:

Evolving Systems

Year:

2013

Language:

english

File:

PDF, 106 KB

english, 2013

31

[Advances in Intelligent Systems and Computing] New Trends in Databases and Information Systems Volume 185 || WebOMSIE: An Ontology-Based Multi Source Web Information Extraction

Pechenizkiy, Mykola, Wojciechowski, Marek

Year:

2013

Language:

english

File:

PDF, 458 KB

english, 2013

32

[IEEE Seventh IEEE International Conference on Advanced Learning Technologies (ICALT 2007) - Nigata, Japan (2007.07.18-2007.07.20)] Seventh IEEE International Conference on Advanced Learning Technologies (ICALT 2007) - Personalization of Immediate Feedback to Learning Styles

Vasilyeva, Ekaterina, Pechenizkiy, Mykola, Gavrilova, Tatiana, Puuronen, Seppo

Year:

2007

Language:

english

File:

PDF, 172 KB

english, 2007

33

[Advances in Intelligent Systems and Computing] New Trends in Databases and Information Systems Volume 185 || Time Integration in Semantic Trajectories Using an Ontological Modelling Approach

Pechenizkiy, Mykola, Wojciechowski, Marek

Year:

2013

Language:

english

File:

PDF, 541 KB

english, 2013

34

[Advances in Intelligent Systems and Computing] New Trends in Databases and Information Systems Volume 185 || Spectral Clustering: Left-Right-Oscillate Algorithm for Detecting Communities

Pechenizkiy, Mykola, Wojciechowski, Marek

Year:

2013

Language:

english

File:

PDF, 521 KB

english, 2013

35

[IEEE 2008 IEEE International Conference on Data Mining Workshops (ICDMW) - Pisa, Italy (2008.12.15-2008.12.19)] 2008 IEEE International Conference on Data Mining Workshops - Food Sales Prediction: "If Only It Knew What We Know"

Meulstee, Patrick, Pechenizkiy, Mykola

Year:

2008

Language:

english

File:

PDF, 323 KB

english, 2008

36

[IEEE 2009 IEEE International Conference on Data Mining Workshops (ICDMW) - Miami, FL, USA (2009.12.6-2009.12.6)] 2009 IEEE International Conference on Data Mining Workshops - Towards Context Aware Food Sales Prediction

liobaite, Indre, Bakker, Jorn, Pechenizkiy, Mykola

Year:

2009

Language:

english

File:

PDF, 379 KB

english, 2009

37

[IEEE Seventh IEEE International Conference on Advanced Learning Technologies (ICALT 2007) - Nigata, Japan (2007.07.18-2007.07.20)] Seventh IEEE International Conference on Advanced Learning Technologies (ICALT 2007) - Workshop on Educational Data Mining @ ICALT07 (EDM@ICALT07)

Beck, Joseph E., Calders, Toon, Pechenizkiy, Mykola, Viola, Silvia Rita

Year:

2007

Language:

english

File:

PDF, 139 KB

english, 2007

38

Introduction to the special section on educational data mining

Calders, Toon, Pechenizkiy, Mykola

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2012

Language:

english

File:

PDF, 215 KB

english, 2012

39

[IEEE 2013 IEEE 26th International Symposium on Computer-Based Medical Systems (CBMS) - Porto, Portugal (2013.06.20-2013.06.22)] Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems - ACLAC: An approach for adaptive closed-loop anesthesia control

Marrero, Ayoze, Mendez, Juan A., Maslov, Alexandr V., Pechenizkiy, Mykola

Year:

2013

Language:

english

File:

PDF, 343 KB

english, 2013

40

[IEEE 2013 IEEE 26th International Symposium on Computer-Based Medical Systems (CBMS) - Porto, Portugal (2013.06.20-2013.06.22)] Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems - Stress detection from speech and Galvanic Skin Response signals

Kurniawan, Hindra, Maslov, Alexandr V., Pechenizkiy, Mykola

Year:

2013

Language:

english

File:

PDF, 392 KB

english, 2013

41

[IEEE 2008 21st International Symposium on Computer-Based Medical Systems (CBMS) - Jyvaskyla, Finland (2008.06.17-2008.06.19)] 2008 21st IEEE International Symposium on Computer-Based Medical Systems - Effectiveness of Local Feature Selection in Ensemble Learning for Prediction of Antimicrobial Resistance

Puuronen, Seppo, Pechenizkiy, Mykola, Tsymbal, Alexey

Year:

2008

Language:

english

File:

PDF, 435 KB

english, 2008

42

[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 - Feature selection is the ReliefF for multiple instance learning

Zafra, Amelia, Pechenizkiy, Mykola, Ventura, Sebastian

Year:

2010

Language:

english

File:

PDF, 189 KB

english, 2010

43

[IEEE 2010 IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS) - Bentley, Australia (2010.10.12-2010.10.15)] 2010 IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS) - Handling concept drift in medical applications: Importance, challenges and solutions

Pechenizkiy, Mykola, Zliobaite, Indre

Year:

2010

Language:

english

File:

PDF, 177 KB

english, 2010

44

[IEEE 2007 Inaugural IEEE-IES Digital EcoSystems and Technologies Conference - Cairns, Australia (2007.02.21-2007.02.23)] 2007 Inaugural IEEE-IES Digital EcoSystems and Technologies Conference - Using Cellular Automata for feature construction - preliminary study

Mertik, Matej, Pechenizkiy, Mykola, Stiglic, Gregor, Kokol, Peter

Year:

2007

Language:

english

File:

PDF, 6.51 MB

english, 2007

45

[IEEE 2009 22nd IEEE International Symposium on Computer-Based Medical Systems (CBMS) - Albuquerque, NM, USA (2009.08.2-2009.08.5)] 2009 22nd IEEE International Symposium on Computer-Based Medical Systems - eHealth personalization in the next generation RPM systems

Tesanovic, Aleksandra, Manev, Goran, Pechenizkiy, Mykola, Vasilyeva, Ekaterina

Year:

2009

Language:

english

File:

PDF, 492 KB

english, 2009

46

[IEEE 2013 IEEE 13th International Conference on Data Mining Workshops (ICDMW) - TX, USA (2013.12.7-2013.12.10)] 2013 IEEE 13th International Conference on Data Mining Workshops - Predicting Current User Intent with Contextual Markov Models

Kiseleva, Julia, Lam, Hoang Thanh, Pechenizkiy, Mykola, Calders, Toon

Year:

2013

Language:

english

File:

PDF, 694 KB

english, 2013

47

[ACM Press the 2nd ACM SIGHIT symposium - Miami, Florida, USA (2012.01.28-2012.01.30)] Proceedings of the 2nd ACM SIGHIT symposium on International health informatics - IHI '12 - Stess@Work

Bakker, Jorn, Holenderski, Leszek, Kocielnik, Rafal, Pechenizkiy, Mykola, Sidorova, Natalia

Year:

2012

Language:

english

File:

PDF, 932 KB

english, 2012

48

[IEEE 2014 IEEE 27th International Symposium on Computer-Based Medical Systems (CBMS) - New York, NY, USA (2014.5.27-2014.5.29)] 2014 IEEE 27th International Symposium on Computer-Based Medical Systems - Towards the Stress Analytics Framework: Managing, Mining, and Visualizing Multi-modal Data for Stress Awareness

Kurniawan, Hindra, Pechenizkiy, Mykola

Year:

2014

Language:

english

File:

PDF, 321 KB

english, 2014

49

[IEEE 2009 Ninth International Conference on Intelligent Systems Design and Applications - Pisa, Italy (2009.11.30-2009.12.2)] 2009 Ninth International Conference on Intelligent Systems Design and Applications - From Local Patterns to Global Models: Towards Domain Driven Educational Process Mining

Trcka, Nikola, Pechenizkiy, Mykola

Year:

2009

Language:

english

File:

PDF, 249 KB

english, 2009

50

[IEEE 2010 IEEE International Conference on Data Mining Workshops (ICDMW) - Sydney, TBD, Australia (2010.12.13-2010.12.13)] 2010 IEEE International Conference on Data Mining Workshops - Learning with Actionable Attributes: Attention -- Boundary Cases!

liobaite, Indre, Pechenizkiy, Mykola

Year:

2010

Language:

english

File:

PDF, 399 KB

english, 2010

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