Izabela Rejer

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 22

Top Topics

Cognitive Processes

Feature Selection

Brain Computer Interface

Top Venues

Pattern Anal. Appl.

Publications

Izabela Rejer, Jaroslaw Jankowski, Justyna Dreger, Krzysztof Lorenz
Viewer Engagement in Response to Mixed and Uniform Emotional Content in Marketing Videos - An Electroencephalographic Study. Sensors 24 (2) (2024)
Izabela Rejer, Krzysztof Lorenz
GAAMmf: genetic algorithm with aggressive mutation and decreasing feature set for feature selection. Genet. Program. Evolvable Mach. 24 (2) (2023)
Marcin Prys, Lukasz Rosinski, Rafal Buryta, Lukasz Radziminski, Przemyslaw Rózewski, Izabela Rejer
Integrating Machine Learning for Football Injury Prediction: A Concept for an Intelligent System. KES (2023)
Anna Lewandowska, Izabela Rejer, Kamil Bortko, Jaroslaw Jankowski
Eye-Tracker Study of Influence of Affective Disruptive Content on User's Visual Attention and Emotional State. Sensors 22 (2) (2022)
Mohammad Shahbakhti, Matin Beiramvand, Izabela Rejer, Piotr Augustyniak, Anna Broniec-Wójcik, Michal Wierzchon, Vaidotas Marozas
Simultaneous Eye Blink Characterization and Elimination From Low-Channel Prefrontal EEG Signals Enhances Driver Drowsiness Detection. IEEE J. Biomed. Health Informatics 26 (3) (2022)
Izabela Rejer, Jaroslaw Jankowski
fGAAM: A fast and resizable genetic algorithm with aggressive mutation for feature selection. Pattern Anal. Appl. 25 (2) (2022)
Izabela Rejer, Daniel Wacewicz, Mateusz Schab, Bartosz Romanowski, Kacper Lukasiewicz, Michal Maciaszczyk
Stressors Length and the Habituation Effect - An EEG Study. Sensors 22 (18) (2022)
Piotr Jastrzebski, Barbara Jagielska, Mateusz Kolasa, Izabela Rejer, Maciej Gabrys
A Simulation Model for Predicting the Spread of COVID-19 Virus. IDEAL (2022)
Izabela Rejer, Lukasz Cieszynski
RVEB - An algorithm for recognizing voluntary eye blinks based on the signal recorded from prefrontal EEG channels. Biomed. Signal Process. Control. 59 (2020)
Izabela Rejer, Lukasz Cieszynski
An Algorithm for Detection of Multiple Blinks of single and both eyes from EOG signal. GBCIC (2019)
Izabela Rejer
cGAAM - An Algorithm for Simultaneous Feature Selection and Clustering. CORES (2019)
Izabela Rejer, Lukasz Cieszynski
Independent component analysis for a low-channel SSVEP-BCI. Pattern Anal. Appl. 22 (1) (2019)
Izabela Rejer, Pawel Górski
A Multi-filtering Algorithm for Applying ICA in a Low-Channel EEG. ICAISC (2) (2019)
Izabela Rejer, Michal Twardochleb
Gamers' involvement detection from EEG data with cGAAM - A method for feature selection for clustering. Expert Syst. Appl. 101 (2018)
Izabela Rejer
Multichannel Spatial Filters for Enhancing SSVEP Detection. ACS (2018)
Izabela Rejer, Pawel Górski
Independent component analysis in a motor imagery brain computer interface. EUROCON (2017)
Izabela Rejer, Pawel Górski
EEG Classification for MI-BCI with Independent Component Analysis. CORES (2017)
Izabela Rejer, Jaroslaw Jankowski
Brain activity patterns induced by interrupting the cognitive processes with online advertising. Cogn. Process. 18 (4) (2017)
Izabela Rejer, Robert Burduk
Classifier Selection for Motor Imagery Brain Computer Interface. CISIM (2017)
Izabela Rejer, Lukasz Cieszynski
How to identify the user specific stimulation frequencies for SSVEP-based BCI. SMC (2016)
Izabela Rejer, Lukasz Cieszynski
Subject-Specific Methodology in the Frequency Scanning Phase of SSVEP-Based BCI. ACS (2016)
Izabela Rejer
Wavelet Transform in Detection of the Subject Specific Frequencies for SSVEP-Based BCI. ACS (2016)
Izabela Rejer
Genetic algorithm with aggressive mutation for feature selection in BCI feature space. Pattern Anal. Appl. 18 (3) (2015)
Izabela Rejer, Jaroslaw Jankowski
EEG Patterns Analysis in the Process of Recovery from Interruptions. CORES (2015)
Krzysztof Lorenz, Izabela Rejer
Feature selection with NSGA and GAAM in EEG signals domain. HSI (2015)
Izabela Rejer, Pawel Górski
Benefits of ICA in the Case of a Few Channel EEG. EMBC (2015)
Izabela Rejer, Pawel Górski
ICA for Detecting Artifacts in a Few Channel BCI. IDEAL (2015)
Izabela Rejer
Genetic Algorithms for Feature Selection for Brain-Computer Interface. Int. J. Pattern Recognit. Artif. Intell. 29 (5) (2015)
Izabela Rejer, Andrzej Klimek
E-book Reader Application Driven by Commands Provided by a Brain-Computer Interface Based on Motor Imagery Paradigm. ACS (2014)
Izabela Rejer, Pawel Górski
Independent Component Analysis for EEG Data Preprocessing - Algorithms Comparison. CISIM (2013)
Izabela Rejer
Genetic Algorithms in EEG Feature Selection for the Classification of Movements of the Left and Right Hand. CORES (2013)
Izabela Rejer
A Method for Improving Agent's Autonomy. KES-AMSTA (1) (2010)
Izabela Rejer
Rule Bases Integration on the Example of a Fuzzy Model of WIG20. IEA/AIE (2008)
Andrzej Piegat, Izabela Rejer, Marek Mikolajczyk
Application of Neural Networks in Chain Curve Modelling. ICAISC (2006)
Izabela Rejer, Marek Mikolajczyk
A Hypertube as a Possible Interpolation Region of a Neural Model. ICAISC (2006)
Izabela Rejer
An Unsupervised Cluster Analysis and Information about the Modelling System. ICAISC (2004)