Prohlížení dle předmětu "machine learning"

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Adaptive anomaly detection system based on machine learning algorithms in an industrial control environment

Vávra, Jan; Hromada, Martin; Lukáš, Luděk; Dworzecki, Jacek (Elsevier B.V., 2021)
Adsorption capacity prediction and optimization of electrospun nanofiber membranes for estrogenic hormone removal using machine learning algorithms

Yasir, Muhammad; Haq, Hamza Ul; Khan, Muhammad Nouman Aslam; Gul, Jawad; Zubair, Mukarram; Sedlařík, Vladimír (Wiley, 2024)
Advanced keypoint(s) recognition with KeyBERT(+): A comparative study

Amur, Zaira Hassan; Yew, Kwang Hooi; Soomro, Gul Muhammad; Bhanbhro, Hina; Pitafi, Shahneela; Sohu, Najamuddin (Springer Science and Business Media Deutschland GmbH, 2025)
Analyzing the effectiveness of the gaussian mixture model clustering algorithm in software enhancement effort estimation

Vo Van, Hai; Ho, Le Thi Kim Nhung; Prokopová, Zdenka; Šilhavý, Radek; Šilhavý, Petr (Springer Science and Business Media Deutschland GmbH, 2022)
Artificial intelligence-driven prediction revealed CFTR associated with therapy outcome of breast cancer: A feasibility study

Kováčová, Mária; Hlaváč, Viktor; Koževnikovová, Renata; Rauš, Karel; Gatěk, Jiří; Souček, Pavel (S. Karger AG, 2024)
Automatic detection of white blood cancer from bone marrow microscopic images using convolutional neural networks

Kumar, Deepika; Jain, Nikita; Khurana, Aayush; Mittal, Sweta; Satapathy, Suresh Chandra; Šenkeřík, Roman; Hemanth, Jude D. (Institute of Electrical and Electronics Engineers Inc., 2020)
Blood oxygen concentration and physiological data changes during motion while wearing face masks

Charvátová, Hana; Procházka, Aleš; Fričl, Matěj; Vyšata, Oldřich (Institute of Electrical and Electronics Engineers Inc., 2022)
Breathing analysis using thermal and depth imaging camera video records

Procházka, Aleš; Charvátová, Hana; Vyšata, Oldřich; Kopal, Jakub; Chambers, Jonathon (Molecular Diversity Preservation International (MDPI), 2017)
Comprehensive benchmarking of knowledge graph embeddings methods for Android malware detection

Kincl, Jan; Eftimov, Tome; Viktorin, Adam; Šenkeřík, Roman; Pavleska, Tanja (Elsevier Ltd, 2025)
Computational analysis and classification of hernia repairs

Charvátová, Hana; East, Barbora; Procházka, Aleš; Martynek, Daniel; Gonsorčíková, Lucie (Multidisciplinary Digital Publishing Institute (MDPI), 2024)
Constructing a cryptocurrency-price prediction model using deep learning

Tran, Toai Kim; Le, Thanh Thi Tuyet; Bui, Thinh Tien; Dang, Vang Quang; Šenkeřík, Roman (Institute of Electrical and Electronics Engineers Inc., 2022)
Discrimination of cycling patterns using accelerometric data and deep learning techniques

Procházka, Aleš; Charvátová, Hana; Vyšata, Oldřich; Jarchi, Delaram; Sanei, Saeid (Springer Science and Business Media Deutschland GmbH, 2020)
The effect of face masks on physiological data and the classification of rehabilitation walking

Procházka, Aleš; Vyšata, Oldřich; Charvátová, Hana (IEEE, 2022)
Evaluation of accelerometric and cycling cadence data for motion monitoring

Charvátová, Hana; Procházka, Aleš; Vyšata, Oldřich; Suárez-Araujo, Carmen Paz; Smith, Jonathan Hurndall (Institute of Electrical and Electronics Engineers Inc., 2021)
Exploring hybrid models for short-term local weather forecasting in IoT environment

Tran, Toai Kim; Šenkeřík, Roman; Hanh, Vo Thi Xuan; Huan, Vo Minh; Ulrich, Adam; Musil, Marek; Zelinka, Ivan (Brno University of Technology, 2023)
A fused electrocardiography arrhythmia detection method

Demiroğlu, Ugur; Şenol, Bilal; Matušů, Radek (Springer, 2023)
Machine learning approach for photocatalysis: An experimentally validated case study of photocatalytic dye degradation

Ali, Hassan; Yasir, Muhammad; Ul Haq, Hamza; Güler, Ali Can; Masař, Milan; Khan, Muhammad Nouman Aslam; Machovský, Michal; Sedlařík, Vladimír; Kuřitka, Ivo (Academic Press, 2025)
Machine learning based predictive modelling of micro gas turbine engine fuelled with microalgae blends on using LSTM networks: An experimental approach

Liu, Yuchen; Meenakshi, V.; Karthikeyan, L.; Maroušek, Josef; Krishnamoorthy, N.R.; Sekar, Manigandan; Nasif, Omaima; Ali Alharbi, Sulaiman; Wu, Yingji; Xia, Changlei (Elsevier Ltd, 2022)
Machine learning in rehabilitation assessment for thermal and heart rate data processing

Procházka, Aleš; Charvátová, Hana; Vaseghi, Saeed; Vyšata, Oldřich (Institute of Electrical and Electronics Engineers Inc., 2018)
Machine learning-based surface roughness prediction in magnetorheological finishing of polyamide influenced by initial conditions

Bahiuddin, Irfan; Fatr, Jan; Milde, Radoslav; Pata, Vladimír; Ubaidillah, Ubaidillah; Mazlan, Saiful Amri; Sedlačík, Michal (Elsevier Ltd, 2025)

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