Ales Procházka

74 papers B 1C 1Misc 4Journal 44Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Comparative Analysis of CNN, LSTM, and Transformer Models for Gait Classification Using Single C7-Positioned IMU in Neurological Disorders. DSP Oldrich Vysata, David Matyás, Rane Kinnari Chandrashekhar, Ales Procházka
2025	—	`conf`	Computational Intelligence and Wavelet Transform in Walk Symmetry Analysis Using Accelerometers. DSP Ales Procházka, Tereza Tumová, Hana Charvátová, Oldrich Vysata
2025	J	`jnl`	Evaluation of Gait Disorders Using Accelerometric and Gyroscopic Data for Assessment of Neurological Diseases. IEEE Access David Matyás, Libuse Smetanová, Oldrich Vysata, Tereza Tumová, Lucie Gonsorcikova, Hana Charvátová, Ales Procházka
2025	J	`jnl`	Integrated Biomechanical Motion Analysis in a Virtual Cycling Environment Using Wearable Sensors. IEEE Access Ales Procházka, Hana Charvátová, Michaela Honzírková, Martin Schätz
2025	J	`jnl`	Rehabilitation and Motion Symmetry Analysis With a TACX Smart Cycling Trainer Using Computational Intelligence. IEEE Access Hana Charvátová, Daniel Martynek, Alexandra Molcanova, Ales Procházka
2025	J	`jnl`	Wearable Sensors and Computational Intelligence in Alpine Skiing Analysis. IEEE Access Ales Procházka, Hana Charvátová
2024	J	`jnl`	Advanced Signal Processing Techniques for Monitoring East/West Oriented Solar Photovoltaic Systems: A Case Study. IEEE Access Ales Procházka, Jan Svihlík, Hana Charvátová, Vladimír Marík
2024	J	`jnl`	Assessing Pediatric Gait Symmetry Through Accelerometry and Computational Intelligence. IEEE Access Lucie Gonsorcikova, Ales Procházka, Alexandra Molcanova, Daniela Janáková, Michaela Honzírková, Hana Charvátová, Laura Símová, Oldrich Vysata
2024	J	`jnl`	Optimizing Home Heating: A Numerical Approach to Assessing Radiator, Floor, and Ceiling Heaters. IEEE Access Hana Charvátová, Ales Procházka, Martin Zálesák, Vladimír Marík
2023	J	`jnl`	Absorption Spectroscopy in Dental Tissue Analysis. IEEE Access Ales Procházka, Daniel Martynek, Jindrich Charvát
2023	J	`jnl`	Computational Analysis of Indoor Thermal Comfort in a Terraced Family House With Thermal Insulation. IEEE Access Hana Charvátová, Ales Procházka, Martin Zálesák, Jan Drápela, Vladimír Marík
2023	J	`jnl`	Editorial: Artificial intelligence in point of care diagnostics. Frontiers Digit. Health Massimo Martinelli, Davide Moroni, Ales Procházka, Marija Strojnik
2023	J	`jnl`	Motion Analysis Using Global Navigation Satellite System and Physiological Data. IEEE Access Ales Procházka, Alexandra Molcanova, Hana Charvátová, Oana Geman, Oldrich Vysata
2022	J	`jnl`	Blood Oxygen Concentration and Physiological Data Changes During Motion While Wearing Face Masks. IEEE Access Hana Charvátová, Ales Procházka, Matej Fricl, Oldrich Vysata
2022	J	`jnl`	Computational Intelligence in Metric Analysis of the Skull in the Context of Maxillofacial Surgery. IEEE Access Ales Procházka, Tatjana Dostálová, Oldrich Vysata, Pavel Cejnar, Vladimír Marík, Hana Eliásová
2022	J	`jnl`	Incremental deep learning for reflectivity data recognition in stomatology. Neural Comput. Appl. Ales Procházka, Jindrich Charvát, Oldrich Vysata, Danilo P. Mandic
2021	J	`jnl`	A Real-Time Clinical Decision Support System, for Mild Cognitive Impairment Detection, Based on a Hybrid Neural Architecture. Comput. Math. Methods Medicine Carmen Paz Suárez Araujo, Patricio García Báez, Ylermi Cabrera-León, Ales Procházka, Norberto Rodríguez Espinosa, Carlos Fernández Viadero
2021	J	`jnl`	Classification of Ataxic Gait. Sensors Oldrich Vysata, Ondrej Tupa, Ales Procházka, Rafael Dolezal, Pavel Cejnar, Aprajita Milind Bhorkar, Ondrej Dostal, Martin Valis
2021	J	`jnl`	Discrimination of cycling patterns using accelerometric data and deep learning techniques. Neural Comput. Appl. Ales Procházka, Hana Charvátová, Oldrich Vysata, Delaram Jarchi, Saeid Sanei
2021	J	`jnl`	Evaluation of Accelerometric and Cycling Cadence Data for Motion Monitoring. IEEE Access Hana Charvátová, Ales Procházka, Oldrich Vysata, Carmen Paz Suárez Araujo, Jonathan Smith
2021	—	`conf`	Infrared Thermography and Computational Intelligence in Analysis of Facial Video-Records. ICCCI (CCIS Volume) Ales Procházka, Hana Charvátová, Oldrich Vysata
2021	J	`jnl`	Integrating the Role of Computational Intelligence and Digital Signal Processing in Education: Emerging Technologies and Mathematical Tools. IEEE Signal Process. Mag. Ales Procházka, Oldrich Vysata, Vladimír Marík
2021	J	`jnl`	Recognition of Patient Groups with Sleep Related Disorders using Bio-signal Processing and Deep Learning. CoRR Delaram Jarchi, Javier Andreu-Perez, Mehrin Kiani, Oldrich Vysata, Jirí Kuchynka, Ales Procházka, Saeid Sanei
2021	J	`jnl`	Recognition of motion patterns using accelerometers for ataxic gait assessment. Neural Comput. Appl. Ondrej Dostal, Ales Procházka, Oldrich Vysata, Ondrej Tupa, Pavel Cejnar, Martin Valis
2020	—	`conf`	A New Spectrum Driven Index for the Assessment of ECG Signal Quality. EMBC Delaram Jarchi, Ales Procházka, Saeid Sanei
2020	J	`jnl`	Binary Stochastic Filtering: feature selection and beyond. CoRR Andrii Trelin, Ales Procházka
2020	J	`jnl`	Diffuse reflectance spectroscopy in dental caries detection and classification. Signal Image Video Process. Jindrich Charvát, Ales Procházka, Matej Fricl, Oldrich Vysata, Lucie Himmlová
2020	Misc	`conf`	Eeg Connectivity - Informed Cooperative Adaptive Line Enhancer for Recognition of Brain State. ICASSP Saeid Sanei, Clive Cheong Took, Delaram Jarchi, Ales Procházka
2020	—	`conf`	Machine Learning in Classification of the Wax Structure of Breathing Openings on Leaves Affected by Air Pollution. SOCO Ales Procházka, Martina Mudrová, Pavel Cejnar, Jan Mares
2020	J	`jnl`	Motion Assessment for Accelerometric and Heart Rate Cycling Data Analysis. Sensors Hana Charvátová, Ales Procházka, Oldrich Vysata
2020	J	`jnl`	Recognition of Patient Groups with Sleep Related Disorders using Bio-signal Processing and Deep Learning. Sensors Delaram Jarchi, Javier Andreu-Perez, Mehrin Kiani, Oldrich Vysata, Jirí Kuchynka, Ales Procházka, Saeid Sanei
2020	J	`jnl`	Sleep Apnea Detection with Polysomnography and Depth Sensors. Sensors Martin Schätz, Ales Procházka, Jirí Kuchynka, Oldrich Vysata
2019	J	`jnl`	Binary Stochastic Filtering: a Solution for Supervised Feature Selection and Neural Network Shape Optimization. CoRR Andrii Trelin, Ales Procházka
2019	J	`jnl`	Classification of brain activities during language and music perception. Signal Image Video Process. Petra Besedová, Oldrich Vysata, Radka Mazurová, Jakub Kopal, Jana Ondráková, Martin Valis, Ales Procházka
2019	Misc	`conf`	Detection of Sleep Apnea/hypopnea Events Using Synchrosqueezed Wavelet Transform. ICASSP Delaram Jarchi, Saeid Sanei, Ales Procházka
2019	J	`jnl`	Motion Symmetry Evaluation Using Accelerometers and Energy Distribution. Symmetry Ales Procházka, Oldrich Vysata, Hana Charvátová, Martin Valis
2018	J	`jnl`	Permutation Entropy and Signal Energy Increase the Accuracy of Neuropathic Change Detection in Needle EMG. Comput. Intell. Neurosci. Ondrej Dostal, Oldrich Vysata, Ladislav Pazdera, Ales Procházka, Jakub Kopal, Jirí Kuchynka, Martin Valis
2018	J	`jnl`	Sleep scoring using polysomnography data features. Signal Image Video Process. Ales Procházka, Jirí Kuchynka, Oldrich Vysata, Martin Schätz, Mohammadreza Yadollahi, Saeid Sanei, Martin Valis
2017	—	`conf`	Adaptive segmentation of multimodal polysomnography data for sleep stages detection. DSP Ales Procházka, Jirí Kuchynka, Mohammadreza Yadollahi, Carmen Paz Suárez Araujo, Oldrich Vysata
2017	J	`jnl`	Breathing Analysis Using Thermal and Depth Imaging Camera Video Records. Sensors Ales Procházka, Hana Charvátová, Oldrich Vysata, Jakub Kopal, Jonathon A. Chambers
2017	J	`jnl`	Erratum to: Multi-camera systems use for dental arch shape measurement. Vis. Comput. Ales Procházka, Magdaléna Kasparová, Mohammadreza Yadollahi, Oldrich Vysata, Lucie Grajciarová
2017	J	`jnl`	GPS-based analysis of physical activities using positioning and heart rate cycling data. Signal Image Video Process. Hana Charvátová, Ales Procházka, Saeed Vaseghi, Oldrich Vysata, Martin Valis
2017	—	`conf`	Multimodal breathing analysis in the evaluation of physical load. DSP Ales Procházka, Hana Charvátová, Oldrich Vysata, Pavel Cejnar, Vladimír Marík
2017	J	`jnl`	Sparse analysis model based multiplicative noise removal with enhanced regularization. Signal Process. Jing Dong, Zi-Fa Han, Yuxin Zhao, Wenwu Wang, Ales Procházka, Jonathon A. Chambers
2016	J	`jnl`	Edge-Guided Image Gap Interpolation Using Multi-Scale Transformation. IEEE Trans. Image Process. Bahareh Langari, Saeed Vaseghi, Ales Procházka, Babak Vaziri, Farzad Tahmasebi Aria
2016	J	`jnl`	Extraction of breathing features using MS Kinect for sleep stage detection. Signal Image Video Process. Ales Procházka, Martin Schätz, Fabio Centonze, Jirí Kuchynka, Oldrich Vysata, Martin Valis
2016	—	`conf`	Face movement analysis with MS Kinect. IWCIM Martin Schätz, Ales Procházka, Ondrej Tupa, Oldrich Vysata, Vojtech Sedlak
2016	—	`conf`	Kinect V2 as a tool for stroke recovery: Pilot study of motion scale monitoring. IWCIM Ondrej Tupa, Oldrich Vysata, Ales Procházka, Ondrej Dostal, Martin Schätz
2016	J	`jnl`	Microsoft Kinect Visual and Depth Sensors for Breathing and Heart Rate Analysis. Sensors Ales Procházka, Martin Schätz, Oldrich Vysata, Martin Valis
2016	—	`conf`	Video processing and 3D modelling of chest movement using MS Kinect depth sensor. IWCIM Ales Procházka, Oldrich Vysata, Martin Schätz, Hana Charvátová, Carmen Paz Suárez Araujo, Oana Geman, Vladimír Marík
2015	J	`jnl`	Bayesian classification and analysis of gait disorders using image and depth sensors of Microsoft Kinect. Digit. Signal Process. Ales Procházka, Oldrich Vysata, Martin Valis, Ondrej Tupa, Martin Schätz, Vladimír Marík
2015	—	`conf`	Challenges and trends in Ambient Assisted Living and intelligent tools for disabled and elderly people. IWCIM Oana Geman, Saeid Sanei, Hariton-Nicolae Costin, Konstantinos Eftaxias, Oldrich Vysata, Ales Procházka, Lenka Lhotská
2015	—	`conf`	Feature extraction using MS Kinect and data fusion in analysis of sleep disorders. IWCIM Fabio Centonze, Martin Schätz, Ales Procházka, Jirí Kuchynka, Oldrich Vysata, Pavel Cejnar, Martin Valis
2015	J	`jnl`	Multi-camera systems use for dental arch shape measurement. Vis. Comput. Ales Procházka, Magdaléna Kasparová, Mohammadreza Yadollahi, Oldrich Vysata, Lucie Grajciarová
2015	—	`conf`	Physiological and GPS data fusion. IWCIM Hana Charvátová, Ales Procházka, Saeed Vaseghi, Oldrich Vysata, Dagmar Janácová, Ondrej Liska
2015	—	`conf`	Separation of overlapping dental objects using normal vectors to image region boundaries. IWCIM Mohammadreza Yadollahi, Ales Procházka, Magdaléna Kasparová, Oldrich Vysata
2015	—	`conf`	Statistical recognition of breathing by MS Kinect depth sensor. IWCIM Martin Schätz, Fabio Centonze, Jirí Kuchynka, Ondrej Tupa, Oldrich Vysata, Oana Geman, Ales Procházka
2015	J	`jnl`	The use of combined illumination in segmentation of orthodontic bodies. Signal Image Video Process. Mohammadreza Yadollahi, Ales Procházka, Magdaléna Kasparová, Oldrich Vysata
2015	J	`jnl`	Use of the image and depth sensors of the Microsoft Kinect for the detection of gait disorders. Neural Comput. Appl. Ales Procházka, Oldrich Vysata, Martin Valis, Ondrej Tupa, Martin Schätz, Vladimír Marík
2014	J	`jnl`	Discrimination of axonal neuropathy using sensitivity and specificity statistical measures. Neural Comput. Appl. Ales Procházka, Oldrich Vysata, Ondrej Tupa, Mohammadreza Yadollahi, Martin Valis
2014	J	`jnl`	Remote physiological and GPS data processing in evaluation of physical activities. Medical Biol. Eng. Comput. Ales Procházka, Saeed Vaseghi, Mohammadreza Yadollahi, Ondrej Tupa, Jan Mares, Oldrich Vysata
2014	B	`conf`	The MS kinect image and depth sensors use for gait features detection. ICIP Ales Procházka, Martin Schätz, Ondrej Tupa, Mohammadreza Yadollahi, Oldrich Vysata, M. Walls
2012	—	`ch.`	Computational Intelligence in Multi-channel EEG Signal Analysis. Recent Advances in Intelligent Engineering Systems Ales Procházka, Martina Mudrová, Oldrich Vysata, Lucie Gráfová, Carmen Paz Suárez Araujo
2012	—	`ch.`	Differential Diagnosis of Dementia Using HUMANN-S Based Ensembles. Recent Advances in Intelligent Engineering Systems Patricio García Báez, Carmen Paz Suárez Araujo, Carlos Fernández Viadero, Ales Procházka
2012	—	`ch.`	Texture Classification in Bioindicator Images Processing. Recent Advances in Intelligent Engineering Systems Martina Mudrová, Petra Slavíková, Ales Procházka
2011	Misc	`conf`	General chair's message. ICASSP Petr Tichavský, Honza Cernocký, Ales Procházka
2011	C	`conf`	Wavelet transform in biomedical image segmentation and classification. ISPA Ales Procházka, Oldrich Vysata, Magdaléna Kasparová, Tatjana Dostálová
2009	—	`conf`	Fluctuation of complex wavelet coefficients amplitude correlation in EEG. DPS Oldrich Vysata, Ales Procházka, Jaromír Kukal
2009	—	`conf`	Microscopic texture components classification for image segmentation. EUSIPCO Eva Hostalkova, Ales Procházka, Martina Mudrová, Alena Michalcova
2007	—	`conf`	Multi-Dimensional Biomedical Image De-Noising using Haar Transform. DSP Eva Hostalkova, Oldrich Vysata, Ales Procházka
2003	—	`conf`	Image de-noising and restoration using wavelet transform. ECC Ales Procházka, Irena Sindelárová, Jirí Ptácek
2000	Misc	`conf`	Satellite image processing and air pollution detection. ICASSP Ales Procházka, Magdaléna Kolinová, Jaroslav Fiala, Pavel Hampl, Karel Hlavaty
1998	—	`conf`	Signal segmentation using time-scale signal analysis. EUSIPCO Ales Procházka, Magdaléna Kolinová, Jaroslav Stríbrský
1996	—	`conf`	Multichannel time-series modelling and prediction by wavelet networks. EUSIPCO Ales Procházka, Jonathan Smith