Intelligent Control System Implementation to the Pipe Organ Instrument. - Bozena Kostek (RSKD, 1993)

Rough Set and Fuzzy Set Methods Applied to Acoustical Analyses. - Bozena Kostek (Intell. Autom. Soft Comput., 1996)

Multimedia technology for hearing impaired people. - Andrzej Czyzewski; H. Skarzynaski; Bozena Kostek; A. Geremek (MMSP, 1998)

Rough Set Methods and Applications. - Andrzej Czyzewski; Bozena Kostek (Rough Sets and Current Trends in Computing, 1998)

Computer-Based Recognition of Musical Phrases Using The Rough-Set Approach. - Bozena Kostek (Inf. Sci., 1998)

Echo and noise reduction methods for multimedia communication systems. - Andrzej Czyzewski; Rafal Królikowski; Slawomir K. Zielinski; Bozena Kostek (MMSP, 1999)

Spatial filtration of sound for multimedia systems. - Bozena Kostek; Andrzej Czyzewski; Jacek Lasecki (MMSP, 1999)

Rough Set Analysis of Electrostimulation Test Database for the Prediction of Post-Operative Profits in Cochlear Implanted Patients. - Andrzej Czyzewski; Henryk Skarzynski; Bozena Kostek; Rafal Królikowski (RSFDGrC, 1999)

Determining Influence of Visual Cues on the Perception of Surround Sound Using Soft Computing. - Andrzej Czyzewski; Bozena Kostek; Piotr Odya; Slawomir K. Zielinski (Rough Sets and Current Trends in Computing, 2000)

Localization of Sound Sources by Means of Recurrent Neural Networks. - Rafal Królikowski; Andrzej Czyzewski; Bozena Kostek (Rough Sets and Current Trends in Computing, 2000)

Expert media approach to hearing aids fitting. - Andrzej Czyzewski; Bozena Kostek (Int. J. Intell. Syst., 2002)

"Computing with words" Concept Applied to Musical Information Retrieval. - Bozena Kostek (RSKD, 2003)

Intelligent Processing of Stuttered Speech. - Andrzej Czyzewski; Andrzej Kaczmarek; Bozena Kostek (J. Intell. Inf. Syst., 2003)

Forming and Ranking Musical Rhythm Hypotheses. - Bozena Kostek; Jaroslaw Wójcik (KES, 2004)

Intelligent System for Environmental Noise Monitoring. - Andrzej Czyzewski; Bozena Kostek; Henryk Skarzynski (MSRAS, 2004)

Musical Metadata Retrieval with Flow Graphs. - Andrzej Czyzewski; Bozena Kostek (Rough Sets and Current Trends in Computing, 2004)

Processing of Musical Data Employing Rough Sets and Artificial Neural Networks. - Bozena Kostek; Piotr Szczuko; Pawel Zwan (Rough Sets and Current Trends in Computing, 2004)

Application of soft computing to automatic music information retrieval. - Bozena Kostek (J. Assoc. Inf. Sci. Technol., 2004)

Musical instrument classification and duet analysis employing music information retrieval techniques. - Bozena Kostek (Proc. IEEE, 2004)

Musical Phrase Representation and Recognition by Means of Neural Networks and Rough Sets. - Andrzej Czyzewski; Marek Szczerba; Bozena Kostek (Trans. Rough Sets, 2004)

Processing of Musical Metadata Employing Pawlak's Flow Graphs. - Bozena Kostek; Andrzej Czyzewski (Trans. Rough Sets, 2004)

22 Rough-Neuro Approach to Testing the Influence of Visual Cues on Surround Sound Perception. - Bozena Kostek (Rough-Neural Computing: Techniques for Computing with Words, 2004)

Estimation the Rhythmic Salience of Sound with Association Rules and Neural Networks. - Bozena Kostek; Jaroslaw Wójcik; Piotr Holonowicz (Intelligent Information Systems, 2005)

Automatic Classification of Singing Voice Quality. - Bozena Kostek; Pawel Zwan (ISDA, 2005)

Analysis and Generation of Emotionally-Charged Animated Gesticulation. - Bozena Kostek; Piotr Szczuko (RSFDGrC (2), 2005)

Estimation of Musical Sound Separation Algorithm Effectiveness Employing Neural Networks. - Marek Dziubinski; Piotr Dalka; Bozena Kostek (J. Intell. Inf. Syst., 2005)

Scanning the Issue. - Bozena Kostek (J. Intell. Inf. Syst., 2005)

Machine learning system for estimating the rhythmic salience of sounds. - Bozena Kostek; Jaroslaw Wójcik (Int. J. Knowl. Based Intell. Eng. Syst., 2005)

Processing of Musical Data Employing Rough Sets and Artificial Neural Networks. - Bozena Kostek; Piotr Szczuko; Pawel Zwan; Piotr Dalka (Trans. Rough Sets, 2005)

Accidental Wow Defect Evaluation Using Sinusoidal Analysis Enhanced by Artificial Neural Networks. - Andrzej Czyzewski; Bozena Kostek; Przemyslaw Maziewski; Lukasz Litwic (RSKT, 2006)

Rough Set-Based Application to Recognition of Emotionally-Charged Animated Character's Gestures. - Bozena Kostek; Piotr Szczuko (Trans. Rough Sets, 2006)

Automatic Salience-Based Hypermetric Rhythm Retrieval. - Bozena Kostek; Jaroslaw Wójcik (MUE, 2007)

Searching for Metric Structure of Musical Files. - Bozena Kostek; Jaroslaw Wójcik; Piotr Szczuko (RSEISP, 2007)

The Domain of Acoustics Seen from the Rough Sets Perspective. - Bozena Kostek (Trans. Rough Sets, 2007)

Automatic Rhythm Retrieval from Musical Files. - Bozena Kostek; Jaroslaw Wójcik; Piotr Szczuko (Trans. Rough Sets, 2008)

Automatic Singing Voice Recognition Employing Neural Networks and Rough Sets. - Pawel Zwan; Piotr Szczuko; Bozena Kostek; Andrzej Czyzewski (Trans. Rough Sets, 2008)

Concentration Tests - An Application of Gaze Tracker to Concentration Exercises. - Bartosz Kunka; Andrzej Czyzewski; Bozena Kostek (CSEDU (2), 2009)

New Method for Personalization of Avatar Animation. - Piotr Szczuko; Bozena Kostek; Andrzej Czyzewski (ICMMI, 2009)

Human-Computer Interaction Approach Applied to the Multimedia System of Polysensory Integration. - Michal Lech; Bozena Kostek (KES IIMSS, 2009)

Enhancement of computer character animation utilizing fuzzy rules. - Piotr Szczuko; Bozena Kostek (KES IIMSS, 2009)

An new method of audio-visual correlation analysis. - Bartosz Kunka; Bozena Kostek (IMCSIT, 2009)

Smart pen: new multimodal computer control tool for dyslexia therapy. - Andrzej Czyzewski; Piotr Odya; Agnieszka Grabkowska; Michal Grabkowski; Bozena Kostek (SIGGRAPH Posters, 2009)

Scent Emitting Multimodal Computer Interface for Learning Enhancement. - Andrzej Czyzewski; Piotr Odya; Janusz M. Smulko; Grzegorz Lentka; Bozena Kostek; Mateusz Kotarski (DEXA Workshops, 2010)

UPDRS Tests for Diagnosis of Parkinson's Disease Employing Virtual-Touchpad. - Adam Kupryjanow; Bartosz Kunka; Bozena Kostek (DEXA Workshops, 2010)

Evaluation of the Separation Algorithm Performance Employing ANNs. - Marek Dziubinski; Bozena Kostek (MISSI, 2010)

Fuzzy Rule-Based Dynamic Gesture Recognition Employing Camera and Multimedia Projector. - Michal Lech; Bozena Kostek (MISSI, 2010)

Monitoring Parkinson's Disease Patients Employing Biometric Sensors and Rule-Based Data Processing. - Pawel Zwan; Katarzyna Kaszuba; Bozena Kostek (RSCTC, 2010)

Gesture controlled interactive whiteboard based on SVM and fuzzy logic. - Michal Lech; Bozena Kostek (SIGGRAPH Posters, 2010)

Gaze-tracking-based audio-visual correlation analysis employing quality of experience methodology. - Bartosz Kunka; Bozena Kostek; Maciej Kulesza; Piotr Szczuko; Andrzej Czyzewski (Intell. Decis. Technol., 2010)

Exploiting Audio-Visual Correlation by Means of Gaze Tracking. - Bartosz Kunka; Bozena Kostek (Int. J. Comput. Sci. Appl., 2010)

Representations of Music in Ranking Rhythmic Hypotheses. - Jaroslaw Wójcik; Bozena Kostek (Advances in Music Information Retrieval, 2010)

3D Hand Shape Modeling for Automatic Assessing Motor Performance in Parkinson's Disease. - Katarzyna Kaszuba; Bozena Kostek (ICMMI, 2011)

Intelligent Multimedia Solutions Supporting Special Education Needs. - Andrzej Czyzewski; Bozena Kostek (ISMIS, 2011)

Report of the ISMIS 2011 Contest: Music Information Retrieval. - Bozena Kostek; Adam Kupryjanow; Pawel Zwan; Wenxin Jiang 002; Zbigniew W. Ras; Marcin Wojnarski; Joanna Swietlicka (ISMIS, 2011)

Observing Uncertainty in Music Tagging by Automatic Gaze Tracking. - Bozena Kostek (Semantic Audio, 2011)

Automatic Sound Restoration System - Concepts and Design. - Andrzej Czyzewski; Bozena Kostek; Adam Kupryjanow (SIGMAP, 2011)

Analysis of Impact of Lossy Audio Compression on the Robustness of Watermark Embedded in the DWT Domain for Non-blind Copyright Protection. - Piotr Czyzyk; Janusz Cichowski; Andrzej Czyzewski; Bozena Kostek (MCSS, 2012)

Examining Classifiers Applied to Static Hand Gesture Recognition in Novel Sound Mixing System. - Michal Lech; Bozena Kostek; Andrzej Czyzewski (MISSI, 2012)

A new approach for automatic assessment of a neurological condition employing hand gesture classification. - Katarzyna Kaszuba; Bozena Kostek (Intell. Decis. Technol., 2012)

Virtual Whiteboard: A gesture-controlled pen-free tool emulating school whiteboard. - Michal Lech; Bozena Kostek; Andrzej Czyzewski (Intell. Decis. Technol., 2012)

Hand gesture recognition supported by fuzzy rules and Kalman filters. - Michal Lech; Bozena Kostek (Int. J. Intell. Inf. Database Syst., 2012)

Intelligent video and audio applications for learning enhancement. - Andrzej Czyzewski; Bozena Kostek (J. Intell. Inf. Syst., 2012)

Online Sound Restoration for Digital Library Applications. - Andrzej Czyzewski; Adam Kupryjanow; Bozena Kostek (Intelligent Tools for Building a Scientific Information Platform, 2012)

Visual Data Encryption for Privacy Enhancement in Surveillance Systems. - Janusz Cichowski; Andrzej Czyzewski; Bozena Kostek (ACIVS, 2013)

Influence of Low-Level Features Extracted from Rhythmic and Harmonic Sections on Music Genre Classification. - Aldona Rosner; Felix Weninger; Björn W. Schuller; Marcin Michalak 001; Bozena Kostek (ICMMI, 2013)

The Application of a noise Mapping Tool Deployed in Grid Infrastructure for Creating noise Maps of Urban areas. - Maciej Szczodrak; Jozef Kotus; Andrzej Czyzewski; Bozena Kostek (Comput. Sci., 2013)

Music Recommendation Based on Multidimensional Description and Similarity Measures. - Bozena Kostek; Andrzej Kaczmarek (Fundam. Informaticae, 2013)

Parametrisation and correlation analysis applied to music mood classification. - Bozena Kostek; Magdalena Plewa (Int. J. Comput. Intell. Stud., 2013)

Music Information Retrieval in Music Repositories. - Bozena Kostek (Rough Sets and Intelligent Systems (1), 2013)

Low-Level Music Feature Vectors Embedded as Watermarks. - Janusz Cichowski; Piotr Czyzyk; Bozena Kostek; Andrzej Czyzewski (Intelligent Tools for Building a Scientific Information Platform, 2013)

Supercomputing Grid-Based Services for Hearing Protection and Acoustical Urban Planning, Research and Education. - Maciej Szczodrak; Andrzej Czyzewski; Jozef Kotus; Bozena Kostek (PL-Grid, 2014)

Music Data Processing and Mining in Large Databases for Active Media. - Piotr Hoffmann; Bozena Kostek (AMT, 2014)

Eye-Gaze Tracking-Based Telepresence System for Videoconferencing. - Bartosz Kunka; Adam Korzeniewski; Bozena Kostek; Andrzej Czyzewski (AMT, 2014)

Computer-Supported Polysensory Integration Technology for Educationally Handicapped Pupils. - Michal Lech; Andrzej Czyzewski; Waldemar Kucharski; Bozena Kostek (ISMIS, 2014)

Creating a Reliable Music Discovery and Recommendation System. - Bozena Kostek; Piotr Hoffmann; Andrzej Kaczmarek; Pawel Spaleniak (Intelligent Tools for Building a Scientific Information Platform, 2014)

Music Information Retrieval - Soft Computing Versus Statistics. - Bozena Kostek (CISIM, 2015)

Musical Instrument Separation Applied to Music Genre Classification. - Aldona Rosner; Bozena Kostek (ISMIS, 2015)

Survey on Applications of Multimedia Technology to Examine Impact of Roadside Advertising on Drivers. - Andrzej Czyzewski; Adam Korzeniewski; Piotr Odya; Piotr Szczuko; Bozena Kostek (MCSS, 2015)

Music Genre Recognition in the Rough Set-Based Environment. - Piotr Hoffmann; Bozena Kostek (PReMI, 2015)

Rough Set Based Modeling and Visualization of the Acoustic Field Around the Human Head. - Piotr Szczuko; Bozena Kostek; Jozef Kotus; Andrzej Czyzewski (PReMI, 2015)

Measurements and visualization of sound field distribution around organ pipe. - Jozef Kotus; Piotr Odya; Bozena Kostek (SPA, 2015)

Analysis of impact of audio modifications on the robustness of watermark for non-blind architecture. - Janusz Cichowski; Andrzej Czyzewski; Bozena Kostek (Multim. Tools Appl., 2015)

Knowledge representation of motor activity of patients with Parkinson's disease. - Bozena Kostek; Adam Kupryjanow; Andrzej Czyzewski (Nat. Comput., 2015)

Rough Sets Applied to Mood of Music Recognition. - Bozena Kostek; Magdalena Plewa (FedCSIS, 2016)

Multimodal Attention Stimulator. - Andrzej Czyzewski; Bozena Kostek; Lukasz Kosikowski (ICCHP (2), 2016)

A Study in Experimental Methods of Human-Computer Communication for Patients After Severe Brain Injuries. - Andrzej Czyzewski; Bozena Kostek (IWBBIO, 2016)

Building Knowledge for the Purpose of Lip Speech Identification. - Andrzej Czyzewski; Bozena Kostek; Marcin S. Szykulski; Tomasz E. Ciszewski (MISSI, 2016)

Separability Assessment of Selected Types of Vehicle-Associated Noise. - Adam Kurowski; Karolina Marciniuk; Bozena Kostek (MISSI, 2016)

A concept of signal equalization method based on music genre and the listener's room characteristics. - Piotr Hoffmann; Bozena Kostek (SPA, 2016)

A study on signal processing methods applied to hearing aids. - Krzysztof Kakol; Bozena Kostek (SPA, 2016)

Improving listeners' experience for movie playback through enhancing dialogue clarity in soundtracks. - Kuba Lopatka; Andrzej Czyzewski; Bozena Kostek (Digit. Signal Process., 2016)

Multimedia polysensory integration training system dedicated to children with educational difficulties. - Michal Lech; Bozena Kostek; Andrzej Czyzewski (J. Intell. Inf. Syst., 2016)

Multimodal approach for polysensory stimulation and diagnosis of subjects with severe communication disorders. - Andrzej Czyzewski; Bozena Kostek; Adam Kurowski; Piotr Szczuko; Michal Lech; Piotr Odya; Agnieszka Kwiatkowska (CENTERIS/ProjMAN/HCist, 2017)

Multimodal System for Diagnosis and Polysensory Stimulation of Subjects with Communication Disorders. - Adam Kurowski; Piotr Odya; Piotr Szczuko; Michal Lech; Pawel Spaleniak; Bozena Kostek; Andrzej Czyzewski (ISMIS, 2017)

Examining feature vector for phoneme recognition. - Grazina Korvel; Bozena Kostek (ISSPIT, 2017)

Traffic Noise Analysis Applied to Automatic Vehicle Counting and Classification. - Karolina Marciniuk; Bozena Kostek; Andrzej Czyzewski (MCSS, 2017)

Comparison of selected electroencephalographic signal classification methods. - Katarzyna Mrozik; Bozena Kostek; Adam Kurowski; Andrzej Czyzewski (SPA, 2017)

An audio-visual corpus for multimodal automatic speech recognition. - Andrzej Czyzewski; Bozena Kostek; Piotr Bratoszewski; Jozef Kotus; Marcin S. Szczuka (J. Intell. Inf. Syst., 2017)

Objectivization of Phonological Evaluation of Speech Elements by Means of Audio Parametrization. - Magdalena Piotrowska; Grazina Korvel; Bozena Kostek; Arkadiusz Rojczyk; Andrzej Czyzewski (HSI, 2018)

Comparative Analysis of Spectral and Cepstral Feature Extraction Techniques for Phoneme Modelling. - Grazina Korvel; Olga Kurasova; Bozena Kostek (MISSI, 2018)

Automatic Clustering of EEG-Based Data Associated with Brain Activity. - Adam Kurowski; Katarzyna Mrozik; Bozena Kostek; Andrzej Czyzewski (MISSI, 2018)

Low-level audio descriptors-based analysis of music mixes from different Digital Audio Workstations - case study. - Damian Koszewski; Bozena Kostek (SPA, 2018)

Audio-visual aspect of the Lombard effect and comparison with recordings depicting emotional states. - Szymon Zaporowski; Joanna Golebiewska; Bozena Kostek; Julia Piltz (SPA, 2018)

Comparative Analysis of Various Transformation Techniques for Voiceless Consonants Modeling. - Grazina Korvel; Bozena Kostek; Olga Kurasova (Int. J. Comput. Commun. Control, 2018)

Automatic music genre classification based on musical instrument track separation. - Aldona Rosner; Bozena Kostek (J. Intell. Inf. Syst., 2018)

Classification of Music Genres by Means of Listening Tests and Decision Algorithms. - Aleksandra Dorochowicz; Piotr Hoffmann; Agata Majdanczuk; Bozena Kostek (Intelligent Methods and Big Data in Industrial Applications, 2019)

An Attempt to Create Speech Synthesis Model That Retains Lombard Effect Characteristics. - Grazina Korvel; Olga Kurasova; Bozena Kostek (ICETE (1), 2019)

Interpretable Deep Learning Model for the Detection and Reconstruction of Dysarthric Speech. - Daniel Korzekwa; Roberto Barra-Chicote; Bozena Kostek; Thomas Drugman; Mateusz Lajszczak (INTERSPEECH, 2019)

Relationship between album cover design and music genres. - Aleksandra Dorochowicz; Bozena Kostek (SPA, 2019)

Subjective tests for gathering knowledge for applying color grading to video clips automatically. - Dawid Weber; Bozena Kostek (SPA, 2019)

Machine Learning-based Analysis of English Lateral Allophones. - Magdalena Piotrowska; Grazina Korvel; Bozena Kostek; Tomasz E. Ciszewski; Andrzej Czyzewski (Int. J. Appl. Math. Comput. Sci., 2019)

Method for Clustering of Brain Activity Data Derived from EEG Signals. - Adam Kurowski; Katarzyna Mrozik; Bozena Kostek; Andrzej Czyzewski (Fundam. Informaticae, 2019)

Comparison of the effectiveness of automatic EEG signal class separation algorithms. - Adam Kurowski; Katarzyna Mrozik; Bozena Kostek; Andrzej Czyzewski (J. Intell. Fuzzy Syst., 2019)

Speech Analytics Based on Machine Learning. - Grazina Korvel; Adam Kurowski; Bozena Kostek; Andrzej Czyzewski (Machine Learning Paradigms, 2019)

Ranking Speech Features for Their Usage in Singing Emotion Classification. - Szymon Zaporowski; Bozena Kostek (ISMIS, 2020)

Evaluation of Lombard Speech Models in the Context of Speech in Noise Enhancement. - Grazina Korvel; Krzysztof Kakol; Olga Kurasova; Bozena Kostek (IEEE Access, 2020)

Analyzing the Effectiveness of the Brain-Computer Interface for Task Discerning Based on Machine Learning. - Jakub Browarczyk; Adam Kurowski; Bozena Kostek (Sensors, 2020)

Mispronunciation Detection in Non-Native (L2) English with Uncertainty Modeling. - Daniel Korzekwa; Jaime Lorenzo-Trueba; Szymon Zaporowski; Shira Calamaro; Thomas Drugman; Bozena Kostek (ICASSP, 2021)

Detection of Lexical Stress Errors in Non-Native (L2) English with Data Augmentation and Attention. - Daniel Korzekwa; Roberto Barra-Chicote; Szymon Zaporowski; Grzegorz Beringer; Jaime Lorenzo-Trueba; Alicja Serafinowicz; Jasha Droppo; Thomas Drugman; Bozena Kostek (Interspeech, 2021)

Weakly-Supervised Word-Level Pronunciation Error Detection in Non-Native English Speech. - Daniel Korzekwa; Jaime Lorenzo-Trueba; Thomas Drugman; Shira Calamaro; Bozena Kostek (Interspeech, 2021)

Reinforcement Learning Algorithm and FDTD-Based Simulation Applied to Schroeder Diffuser Design Optimization. - Adam Kurowski; Bozena Kostek (IEEE Access, 2021)

Acoustic Sensing Analytics Applied to Speech in Reverberation Conditions. - Piotr Odya; Jozef Kotus; Adam Kurowski; Bozena Kostek (Sensors, 2021)

Intelligent Audio Signal Processing - Do We Still Need Annotated Datasets? - Bozena Kostek (ACIIDS (2), 2022)

Investigating Noise Interference on Speech Towards Applying the Lombard Effect Automatically. - Grazina Korvel; Krzysztof Kakol; Povilas Treigys; Bozena Kostek (ISMIS, 2022)

Machine learning applied to acoustic-based road traffic monitoring. - Karolina Marciniuk; Bozena Kostek (KES, 2022)

Towards searching the Holy Grail in automatic music and speech processing - examples of the correlation between human expertise and automated classification. - Bozena Kostek (SPA, 2022)

Mining Knowledge of Respiratory Rate Quantification and Abnormal Pattern Prediction. - Piotr Szczuko; Adam Kurowski; Piotr Odya; Andrzej Czyzewski; Bozena Kostek; Beata Graff; Krzysztof Narkiewicz (Cogn. Comput., 2022)

Musical Instrument Identification Using Deep Learning Approach. - Maciej Blaszke; Bozena Kostek (Sensors, 2022)

A Novel Method for Intelligibility Assessment of Nonlinearly Processed Speech in Spaces Characterized by Long Reverberation Times. - Adam Kurowski; Jozef Kotus; Piotr Odya; Bozena Kostek (Sensors, 2022)

Computer-assisted pronunciation training - Speech synthesis is almost all you need. - Daniel Korzekwa; Jaime Lorenzo-Trueba; Thomas Drugman; Bozena Kostek (Speech Commun., 2022)

Assessing the attractiveness of human face based on machine learning. - Adriana Zejmo; Maciej Gielert; Marcin Grabski; Bozena Kostek (KES, 2023)

Data, Information, Knowledge, Wisdom Pyramid Concept Revisited in the Context of Deep Learning. - Bozena Kostek (KES-IDT, 2023)

Predicting Emotion From Color Present in Images and Video Excerpts by Machine Learning. - Aleksandra Wedolowska; Dawid Weber; Bozena Kostek (IEEE Access, 2023)

Investigation of the Lombard effect based on a machine learning approach. - Grazina Korvel; Povilas Treigys; Krzysztof Kakol; Bozena Kostek (Int. J. Appl. Math. Comput. Sci., 2023)

Detecting Lombard Speech Using Deep Learning Approach. - Krzysztof Kakol; Grazina Korvel; Gintautas Tamulevicius; Bozena Kostek (Sensors, 2023)

Automatic music signal mixing system based on one-dimensional Wave-U-Net autoencoders. - Damian Koszewski; Thomas Görne; Grazina Korvel; Bozena Kostek (EURASIP J. Audio Speech Music. Process., 2023)

Analyzing the relationship between sound, color, and emotion based on subjective and machine-learning approaches. - J. Kurilcik; M. Polom; M. Jankowski; O. Kozlowska; A. Labich; E. Skiba; P. Spierewka; P. Sliwinski; Bozena Kostek (KES, 2024)

Exploring Neural Networks for Musical Instrument Identification in Polyphonic Audio. - Maciej Blaszke; Grazina Korvel; Bozena Kostek (IEEE Intell. Syst., 2024)

Bimodal deep learning model for subjectively enhanced emotion classification in films. - Dawid Weber; Bozena Kostek (Inf. Sci., 2024)

Sounding Mechanism of a Flue Organ Pipe - A Multi-Sensor Measurement Approach. - Paolo Bordoni; Piotr Odya; Józef Kotus; Bozena Kostek (Sensors, 2024)

Depression Analysis and Detection Using Machine Learning: Incorporating Gender Differences in a Comparative Study. - Marina Galanina; Anna Rekiel; Anna Baczyk; Bozena Kostek (IEEE Access, 2025)

A Bimodal Deep Model to Capture Emotions from Music Tracks. - Jan Tobolewski; Michal Sakowicz; Jordi Turmo; Bozena Kostek (J. Artif. Intell. Soft Comput. Res., 2025)