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Scalable Nonparametric Supervised Learning for Streaming and Massive Data: Applications in Healthcare Monitoring and Credit Risk
Published 2025“…Additionally, an online classifier is developed for streaming data, combining online PCA with a kernel-based recursive classifier using a stochastic approximation algorithm. Application to fetal well-being monitoring demonstrates that the online classifier achieves a competitive median misclassification rate (11.92%), comparable to the offline classifier (11.54%) and Random Forest (11.31%), while requiring only 1/15th of the offline classifier’s computation time. …”
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83
Reasons behind the non-application of the activity based costing system in developing countries, case of Lebanon
Published 2016“…The data collected elaborates the companies’ point of view regarding the implementation of the ABC system as well as the employees’ and management’s personal opinions about it. The data is analyzed using the SPSS program and the results reveal that the real factors prohibiting the application of the ABC system are the lack of commitment of controllers and employees, the necessity to change the internal culture, the availability of financial and time resources and the satisfaction with the current costing system. …”
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85
Proton Conductivity Studies of Zirconium Silicate/Ionic Liquids Membranes for PEM Fuel Cells Applications
Published 2020Get full text
doctoralThesis -
86
Applications of artificial intelligence in ultrasound imaging for carpal-tunnel syndrome diagnosis: a scoping review
Published 2025“…Studies were included if they focused on the application of AI in US imaging for CTS diagnosis. Editorials, expert opinions, conference papers, dataset publications, and studies that did not have a clear clinical application of the AI algorithm were excluded.…”
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87
Zirconium Silicate/IL/Mxene-based composite membranes for high-temperature fuel cell applications
Published 2024Get full text
doctoralThesis -
88
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89
Findings and perspectives of β-Ti alloys with biomedical applications: Exploring beyond biomechanical and biofunctional behaviour
Published 2024“…In-vitro and in-vivo assays have been added to highlight important aspects of bioactivity and antibacterial behaviour, and future significant research areas are suggested along with new techniques to ensure the successful clinical application of β-Ti alloys.…”
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Accelerating the Design of Photocatalytic Surfaces for Antimicrobial Application: Machine Learning Based on a Sparse Dataset
Published 2021“…Here, we propose a scheme to speed up the design and optimization of photocatalytic antimicrobial surfaces tailored to give a balanced production of reactive oxygen species (ROS) upon illumination. Using an experiment-to-machine-learning scheme applied to a limited experimental dataset, we built a model that can predict the photocatalytic activity of materials for antimicrobial applications over a wide range of material compositions. …”
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91
Struvite Recovery from Anaerobically Digested Dairy Manure: A Review of Application Potential and Hindrances
Published 2016“…Potential enhancement measures need to be tested for technical and economic feasibility and applicability to various sources of digested dairy manure. …”
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92
Response of cauliflower (<i>Brassica oleracea</i> L.) to nitric oxide application under cadmium stress
Published 2022“…Our results illustrated that the increasing levels of Cd in the sand, significantly (P < 0.05) decreased shoot length, root length, shoot fresh weight, root fresh weight, shoot dry weight, root dry weight, germination percentage, germination index, mean germination time, time to 50% germination, chlorophyll a, chlorophyll b, total chlorophyll and carotenoid contents in all genotypes of B. oleracea. …”
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Scatter search for protein structure prediction. (c2008)
Published 2008Get full text
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masterThesis -
95
Self-Supervised Learning Powered by Synthetic Data From Diffusion Models: Application to X-Ray Images
Published 2025“…These findings underscore a significant advancement in the generation of synthetic medical images, providing a viable approach to creating realistic, biomarker-preserving datasets that ensure patient confidentiality and enable diverse applications in medical imaging.…”
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Artificial Intelligence and Machine Learning Applications in Sudden Cardiac Arrest Prediction and Management: A Comprehensive Review
Published 2023“…Deep learning is gaining prominence in radiomics and population health for disease risk prediction. There’s a significant focus on the integration of AI and ML in prehospital emergency care, particularly in using ML algorithms for predicting outcomes in COVID-19 patients and enhancing the recognition of out-of-hospital cardiac arrest (OHCA). …”
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Additively manufactured polyethylene terephthalate-based high-gain multiband-flexible antenna for wireless mobile applications
Published 2025“…The prototype antenna, fabricated with silver nanoparticles (AgNPs) using precision piezoelectric inkjet-printing technique, exhibited operation across five different frequency bands: 0.58–0.83 GHz, 1.39–1.58 GHz, 2.40–2.43 GHz, 2.88–3.52 GHz, and 4.93–5.15 GHz, covering mobile radios, GPS, UMTS, Wi-Fi, ISM, Bluetooth, WLAN, WiMAX, and sub-6 GHz 5G applications. …”
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