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Scopus Author ID: 57194212082
ResearcherID: C-9932-2017

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Works (35)

Brief Visual Deprivation Effects on Brain Oscillations During Kinesthetic and Visual-motor Imagery

Neuroscience
2023 | Journal article
DOI: 10.1016/j.neuroscience.2023.08.022
EID:

2-s2.0-85173156002

Part of ISSN: 18737544 03064522
Contributors: Zapała, D.; Augustynowicz, P.; Tokovarov, M.; Iwanowicz, P.; Droździel, P.
Source: Self-asserted source
Mikhail Tokovarov via Scopus - Elsevier

Effective enhancement of isolation Forest method based on Minimal Spanning tree clustering

Information Sciences
2023 | Journal article
DOI: 10.1016/j.ins.2023.01.104
EID:

2-s2.0-85147538835

Part of ISSN: 00200255
Contributors: Gałka, Ł.; Karczmarek, P.; Tokovarov, M.
Source: Self-asserted source
Mikhail Tokovarov via Scopus - Elsevier

A probabilistic generalization of isolation forest

Information Sciences
2022 | Journal article
DOI: 10.1016/j.ins.2021.10.075
EID:

2-s2.0-85119009570

Part of ISSN: 00200255
Contributors: Tokovarov, M.; Karczmarek, P.
Source: Self-asserted source
Mikhail Tokovarov via Scopus - Elsevier

Automated Classification of Cognitive Workload Levels Based on Psychophysiological and Behavioural Variables of Ex-Gaussian Distributional Features

Brain Sciences
2022 | Journal article
DOI: 10.3390/brainsci12050542
EID:

2-s2.0-85129814491

Part of ISSN: 20763425
Contributors: Kaczorowska, M.; Plechawska-Wójcik, M.; Tokovarov, M.; Krukow, P.
Source: Self-asserted source
Mikhail Tokovarov via Scopus - Elsevier

Isolation Forest Based on Minimal Spanning Tree

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2022.3190505
EID:

2-s2.0-85134263312

Part of ISSN: 21693536
Contributors: Galka, L.; Karczmarek, P.; Tokovarov, M.
Source: Self-asserted source
Mikhail Tokovarov via Scopus - Elsevier

On the Understanding of Anomalies in the Oculography Data and Their Classification with an Application of Fuzzy Aggregators

IEEE International Conference on Fuzzy Systems
2022 | Conference paper
DOI: 10.1109/FUZZ-IEEE55066.2022.9882877
EID:

2-s2.0-85138815670

Part of ISBN: 9781665467100
Part of ISSN: 10987584
Contributors: Dolecki, M.; Karczmarek, P.; Galka, L.; Plechawska-Wojcik, M.; Kaczorowska, M.; Tokovarov, M.; Czerwinski, D.
Source: Self-asserted source
Mikhail Tokovarov via Scopus - Elsevier

Recognition of Attentional States in VR Environment: An fNIRS Study

Sensors
2022 | Journal article
DOI: 10.3390/s22093133
EID:

2-s2.0-85128378909

Part of ISSN: 14248220
Contributors: Zapała, D.; Augustynowicz, P.; Tokovarov, M.
Source: Self-asserted source
Mikhail Tokovarov via Scopus - Elsevier
grade
Preferred source (of 2)‎

Interpretable Machine Learning Models for Three-Way Classification of Cognitive Workload Levels for Eye-Tracking Features

Brain Sciences
2021 | Journal article
DOI: 10.3390/brainsci11020210
Part of ISSN: 2076-3425
Source: Self-asserted source
Mikhail Tokovarov
grade
Preferred source (of 2)‎

On the improvement of eye tracking-based cognitive workload estimation using aggregation functions

Sensors
2021 | Journal article
DOI: 10.3390/s21134542
EID:

2-s2.0-85108970133

Part of ISSN: 14248220
Contributors: Kaczorowska, M.; Karczmarek, P.; Plechawska-Wójcik, M.; Tokovarov, M.
Source: Self-asserted source
Mikhail Tokovarov via Scopus - Elsevier

Recognition of Electroencephalography-Related Features of Neuronal Network Organization in Patients With Schizophrenia Using the Generalized Choquet Integrals

Frontiers in Neuroinformatics
2021 | Journal article
DOI: 10.3389/fninf.2021.744355
EID:

2-s2.0-85121860017

Part of ISSN: 16625196
Contributors: Plechawska-Wójcik, M.; Karczmarek, P.; Krukow, P.; Kaczorowska, M.; Tokovarov, M.; Jonak, K.
Source: Self-asserted source
Mikhail Tokovarov via Scopus - Elsevier

Recognition of handwritten Latin characters with diacritics using CNN

Bulletin of the Polish Academy of Sciences: Technical Sciences
2021 | Journal article
DOI: 10.24425/bpasts.2020.136210
EID:

2-s2.0-85102534565

Part of ISSN: 23001917 02397528
Contributors: Lukasik, E.; Charytanowicz, M.; Milosz, M.; Tokovarov, M.; Kaczorowska, M.; Czerwinski, D.; Zientarski, T.
Source: Self-asserted source
Mikhail Tokovarov via Scopus - Elsevier

Analysis of human brain responses to visual and audio stimuli based on EEG evoked potentials

Computational Intelligence Information Technology and Systems Research
2020 | Book chapter
Source: Self-asserted source
Mikhail Tokovarov

Convolutional Neural Networks with Reusable Full-Dimension-Long Layers for Feature Selection and Classification of Motor Imagery in EEG Signals

Artificial Neural Networks and Machine Learning – ICANN 2020
2020 | Book chapter
DOI: 10.1007/978-3-030-61609-0_7
Part of ISBN: 9783030616083
Part of ISBN: 9783030616090
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Mikhail Tokovarov
grade
Preferred source (of 2)‎

Transfer Learning Approach in Classification of BCI Motor Imagery Signal

Computer Information Systems and Industrial Management
2020 | Book chapter
DOI: 10.1007/978-3-030-47679-3_1
Part of ISBN: 9783030476786
Part of ISBN: 9783030476793
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Mikhail Tokovarov
grade
Preferred source (of 2)‎

User experience driven assessment of perspectives of instant messaging development

V International Conference of Computional Methods in Engineering Science - CMES'20
2020-11-24 | Book chapter
Source: Self-asserted source
Mikhail Tokovarov

Development of Extensive Polish Handwritten Characters Database for Text Recognition Research

Advances in Science and Technology Research Journal
2020-09-01 | Journal article
DOI: 10.12913/22998624/122567
Part of ISSN: 2080-4075
Part of ISSN: 2299-8624
Source: Self-asserted source
Mikhail Tokovarov
grade
Preferred source (of 2)‎

GAMIFICATION AS A TOOL PROMOTING A PRO-ECOLOGICAL ATTITUDE AMONG DRIVERS

INTED2020 Proceedings
2020-03 | Book chapter
DOI: 10.21125/inted.2020.1652
Part of ISBN: 9788409179398
Source: Self-asserted source
Mikhail Tokovarov

IS IT A GOOD IDEA TO LEARN NUMERICAL METHODS USING MOBILE PHONE?

INTED2020 Proceedings
2020-03 | Book chapter
DOI: 10.21125/inted.2020.1584
Part of ISBN: 9788409179398
Source: Self-asserted source
Mikhail Tokovarov

Multi-class Classification of EEG Spectral Data for Artifact Detection

Artificial Intelligence and Soft Computing
2019 | Book chapter
DOI: 10.1007/978-3-030-20915-5_28
Part of ISBN: 9783030209148
Part of ISBN: 9783030209155
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Mikhail Tokovarov
grade
Preferred source (of 2)‎

A Three-Class Classification of Cognitive Workload Based on EEG Spectral Data

Applied Sciences
2019-12-06 | Journal article
DOI: 10.3390/app9245340
Part of ISSN: 2076-3417
Source: Self-asserted source
Mikhail Tokovarov
grade
Preferred source (of 2)‎

Measuring Cognitive Workload in Arithmetic Tasks Based on Response Time and EEG Features

Information Systems Architecture and Technology: Proceedings of 38th International Conference on Information Systems Architecture and Technology – ISAT 2017
2018 | Book chapter
DOI: 10.1007/978-3-319-67220-5_6
Part of ISBN: 9783319672199
Part of ISBN: 9783319672205
Part of ISSN: 2194-5357
Part of ISSN: 2194-5365
Source: Self-asserted source
Mikhail Tokovarov
grade
Preferred source (of 2)‎

Towards the use of selected social media in the process of education at a technical university - study of students' awareness and preferences

World Transactions on Engineering and Technology Education
2018 | Journal article
EID:

2-s2.0-85047570162

Part of ISSN: 14462257
Contributors: Tokovarov, M.; Sereja, K.; Nafalski, A.; Nedic, Z.
Source: Self-asserted source
Mikhail Tokovarov via Scopus - Elsevier

Towards the use of selected social media in the process of education at a technical university-study of students’ awareness and preferences

World Trans. Eng. Technol. Educ
2018 | Journal article
Source: Self-asserted source
Mikhail Tokovarov

Classifying Cognitive Workload Based on Brain Waves Signal in the Arithmetic Tasks' Study

2018 11th International Conference on Human System Interaction (HSI)
2018-07 | Book chapter
DOI: 10.1109/hsi.2018.8431105
Part of ISBN: 9781538650240
Source: Self-asserted source
Mikhail Tokovarov
grade
Preferred source (of 2)‎

DEVELOPMENT OF EDUCATIONAL BOARD GAME WITH APPLIANCE OF LOW LEVEL ELECTRONICS AND HIGH-LEVEL INTERFACE

EDULEARN18 Proceedings
2018-07 | Book chapter
DOI: 10.21125/edulearn.2018.1089
Part of ISBN: 9788409027095
Source: Self-asserted source
Mikhail Tokovarov

An analysis of eye-tracking and electroencephalography data for cognitive load measurement during arithmetic tasks

2017 10th International Symposium on Advanced Topics in Electrical Engineering (ATEE)
2017 | Book chapter
DOI: 10.1109/atee.2017.7905130
Part of ISBN: 9781509051601
Source: Self-asserted source
Mikhail Tokovarov
grade
Preferred source (of 2)‎

Comparison of the ICA and PCA methods in correction of EEG signal artefacts

2017 10th International Symposium on Advanced Topics in Electrical Engineering (ATEE)
2017 | Book chapter
DOI: 10.1109/atee.2017.7905095
Part of ISBN: 9781509051601
Source: Self-asserted source
Mikhail Tokovarov
grade
Preferred source (of 3)‎

Modification of Adaptive Huffman Coding for use in encoding large alphabets

ITM Web of Conferences
2017 | Journal article
DOI: 10.1051/itmconf/20171501004
Part of ISSN: 2271-2097
Source: Self-asserted source
Mikhail Tokovarov

Towards human identification based on SSVEP response: A proof of concept study

2017 International Conference on Electromagnetic Devices and Processes in Environment Protection with Seminar Applications of Superconductors (ELMECO & AoS)
2017-12 | Book chapter
DOI: 10.1109/elmeco.2017.8267714
Part of ISBN: 9781538619438
Source: Self-asserted source
Mikhail Tokovarov
grade
Preferred source (of 2)‎

The use of RFID technology to control a 3D model realising the gamification paradigm

2017 IEEE International Conference on RFID Technology & Application (RFID-TA)
2017-09 | Book chapter
DOI: 10.1109/rfid-ta.2017.8098869
Part of ISBN: 9781538618332
Source: Self-asserted source
Mikhail Tokovarov
grade
Preferred source (of 2)‎

SIMULATION AND COMPARISON OF SELECTED FAST CHARGER TOPOLOGIES

Informatyka, Automatyka, Pomiary W Gospodarce I Ochronie Środowiska
2017-09-30 | Journal article
Source: Self-asserted source
Mikhail Tokovarov

ANALYSIS OF APPLIED REFERENCE LEADS INFLUENCE ON AN EEG SPECTRUM

Informatyka, Automatyka, Pomiary W Gospodarce I Ochronie Środowiska
2017-06-30 | Journal article
Source: Self-asserted source
Mikhail Tokovarov

EEG spectral analysis of human cognitive workload study

Studia Informatica
2017-05-30 | Journal article
DOI: 10.21936/SI2017_V38.N2.799
Source: Self-asserted source
Mikhail Tokovarov

DEVELOPING AN EDUCATIONAL BOARD GAME USING INFORMATION TECHNOLOGY

EDULEARN17 Proceedings
2017-03 | Book chapter
DOI: 10.21125/edulearn.2017.0318
Part of ISBN: 9788469737774
Source: Self-asserted source
Mikhail Tokovarov

THE CONCEPT OF A 3D BOARD GAME TO RECOGNISE ARCHITECTURAL MONUMENTS

INTED2017 Proceedings
2017-03 | Book chapter
DOI: 10.21125/inted.2017.2055
Part of ISBN: 9788461784912
Source: Self-asserted source
Mikhail Tokovarov
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