Joanna Jedrzejowicz

Publication Activity (10 Years)

Years Active: 1976-2023
Publications (10 Years): 27

Top Topics

Imbalanced Data

Top Venues

Expert Syst. Appl.

Publications

Joanna Jedrzejowicz, Piotr Jedrzejowicz
Mining Multiple Class Imbalanced Datasets Using a Specialized Balancing Algorithm and the Adaboost Technique. ICCCI (2023)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
An Approach for Mining Imbalanced Datasets Combining Specialized Oversampling and Undersampling Methods. IEEE Access 11 (2023)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Balancing Agents for Mining Imbalanced Multiclass Datasets - Performance Evaluation. ICCS (3) (2023)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Bicriteria Oversampling for Imbalanced Data Classification. KES (2022)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Collective of Base Classifiers for Mining Imbalanced Data. ICCS (1) (2022)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
GEP-based classifiers with drift-detection. Expert Syst. J. Knowl. Eng. 38 (7) (2021)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
GEP-based classifier for mining imbalanced data. Expert Syst. Appl. 164 (2021)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Imbalanced Data Mining Using Oversampling and Cellular GEP Ensemble. ICCCI (2021)
Mikolaj Blaszczyk, Joanna Jedrzejowicz
Framework for imbalanced data classification. KES (2021)
Ireneusz Czarnowski, Joanna Jedrzejowicz, Piotr Jedrzejowicz
Designing RBFNs Structure Using Similarity-Based and Kernel-Based Fuzzy C-Means Clustering Algorithms. IEEE Access 9 (2021)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
GEP-based classifier with drift detection for mining imbalanced data streams. KES (2020)
Joanna Jedrzejowicz, Piotr Jedrzejowicz, Izabela Wierzbowska
Implementing Gene Expression Programming in the Parallel Environment for Big Datasets' Classification. Vietnam. J. Comput. Sci. 6 (2) (2019)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Gene Expression Programming Classifier with Concept Drift Detection Based on Fisher Exact Test. KES-IDT (1) (2019)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Gene Expression Programming as a data classification tool. A review. J. Intell. Fuzzy Syst. 36 (1) (2019)
Joanna Jedrzejowicz, Magdalena Zakrzewska
Text Classification Using LDA-W2V Hybrid Algorithm. KES-IDT (1) (2019)
Joanna Jedrzejowicz, Robert Kostrzewski, Jakub Neumann, Magdalena Zakrzewska
Imbalanced data classification using MapReduce and relief. J. Inf. Telecommun. 2 (2) (2018)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
GEP-Based Ensemble Classifier with Drift-Detection. SGAI Conf. (2018)
Joanna Jedrzejowicz, Piotr Jedrzejowicz, Izabela Wierzbowska
Parallel GEP Ensemble for Classifying Big Datasets. ICCCI (2) (2018)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Incremental Gene Expression Programming Classifier with Metagenes and Data Reduction. Complex. 2018 (2018)
Joanna Jedrzejowicz, Magdalena Zakrzewska
Word Embeddings Versus LDA for Topic Assignment in Documents. ICCCI (2) (2017)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Gene Expression Programming Ensemble for Classifying Big Datasets. ICCCI (2) (2017)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Incremetal GEP-Based Ensemble Classifier. KES-IDT (1) (2017)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
An ensemble of the distance-based and Naive Bayes classifiers for the online classification with data reduction. J. Intell. Fuzzy Syst. 32 (2) (2017)
Joanna Jedrzejowicz, Jakub Neumann, Piotr Synowczyk, Magdalena Zakrzewska
Applying Map-Reduce to imbalanced data classification. INISTA (2017)
Joanna Jedrzejowicz, Piotr Jedrzejowicz, Izabela Wierzbowska
Apache Spark Implementation of the Distance-Based Kernel-Based Fuzzy C-Means Clustering Classifier. KES-IDT (1) (2016)
Ireneusz Czarnowski, Joanna Jedrzejowicz, Piotr Jedrzejowicz
Bi-criteria Data Reduction for Instance-Based Classification. ICCCI (1) (2016)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Distance-based online classifiers. Expert Syst. Appl. 60 (2016)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
A Hybrid Distance-Based and Naive Bayes Online Classifier. ICCCI (2) (2015)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Distance-Based Ensemble Online Classifier with Kernel Clustering. KES-IDT (2015)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
A Family of the Online Distance-Based Classifiers. ACIIDS (2) (2014)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Combining expression trees. CYBCONF (2013)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Online Classifiers Based on Fuzzy C-means Clustering. ICCCI (2013)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Combined classifier constructed from the reduced dataset obtained using fuzzy C-means and differential evolution algorithms. KES (2012)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Rotation Forest with GEP-Induced Expression Trees. KES-AMSTA (2011)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Experimental evaluation of two new GEP-based ensemble classifiers. Expert Syst. Appl. 38 (9) (2011)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Cellular Gene Expression Programming Classifier Learning. Trans. Comput. Collect. Intell. 5 (2011)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Two Ensemble Classifiers Constructed from GEP-Induced Expression Trees. KES-AMSTA (2) (2010)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Constructing Ensemble Classifiers from Expression Trees. 3PGCIC (2010)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Cellular GEP-Induced Classifiers. ICCCI (1) (2010)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
A Family of GEP-Induced Ensemble Classifiers. ICCCI (2009)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
GEP-Induced Expression Trees as Weak Classifiers. ICDM (2008)
Joanna Jedrzejowicz, Jakub Neumann
Applying XML-based technologies to developing online courses: the case of a prototype learning environment. Interact. Technol. Smart Educ. 4 (2) (2007)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
An Investigation of Agent-Based Hybrid Approach to Solve Flowshop and Job-Shop Scheduling Problems. KES (1) (2007)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Agent-Based Approach to Solving Difficult Scheduling Problems. IEA/AIE (2006)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
New Upper Bounds for the Permutation Flowshop Scheduling Problem. IEA/AIE (2005)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Population-Based Approach to Multiprocessor Task Scheduling in Multistage Hybrid Flowshops. KES (2003)
Joanna Jedrzejowicz, Piotr Jedrzejowicz
Experimental Evaluation of the PLA-Based Permutation-Scheduling. HIS (2002)
Joanna Jedrzejowicz, Andrzej Szepietowski
On the expressive power of the shuffle operator matched with intersection by regular sets. RAIRO Theor. Informatics Appl. 35 (4) (2001)
Joanna Jedrzejowicz, Andrzej Szepietowski
Shuffle languages are in P. Theor. Comput. Sci. 250 (1-2) (2001)
Joanna Jedrzejowicz
Structural Properties of Shuffle Automata. Grammars 2 (1) (1999)
Joanna Jedrzejowicz
Undecidability Results for Shuffle Languages. J. Autom. Lang. Comb. 1 (2) (1996)
Joanna Jedrzejowicz
An Undecidable Problem for Shuffle Languages. Developments in Language Theory (1995)
Joanna Jedrzejowicz
Remark on shuffle indentities. Bull. EATCS 50 (1993)
Joanna Jedrzejowicz
Infinite Hierarchy of Shuffle Expressions Over a Finite Alphabet. Inf. Process. Lett. 36 (1) (1990)
Joanna Jedrzejowicz
Infinite Hierarchy of Expressions Containing Shuffle Closure Operator. Inf. Process. Lett. 28 (1) (1988)
Joanna Jedrzejowicz
Nesting of Shuffle Closure is Important. Inf. Process. Lett. 25 (6) (1987)
Joanna Jedrzejowicz
On the Enlargement of the Class of Regular Languages by the Shuffle Closure. Inf. Process. Lett. 16 (2) (1983)
Joanna Jedrzejowicz
Undecidable Problems Associated with Combinatiorial Systems and Their One-One Degrees of Unsolvability. Math. Log. Q. 27 (25-30) (1981)
Joanna Jedrzejowicz
One-One Degrees of Turing Machines Decision Problems. MFCS (1976)