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Distributed Tree-Based Machine Learning for Short-Term Load Forecasting With Apache Spark
منشور في 2021"…However, with the huge increase in data size, sophisticated models have to be created which require big data platforms. …"
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Video surveillance using deep transfer learning and deep domain adaptation: Towards better generalization
منشور في 2023"…To that end, deep transfer learning (DTL) and deep domain adaptation (DDA) have recently been proposed as promising solutions to alleviate these issues. …"
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Enhancing Healthcare Systems With Deep Reinforcement Learning: Insights Into D2D Communications and Remote Monitoring
منشور في 2024"…The core of DRLLVT is its novel algorithm that leverages Deep Reinforcement Learning (DRL) to dynamically adapt to changing environmental conditions, facilitating real-time decisions that consider node capacities, latency, and the overall network dynamics. …"
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Effective non-intrusive load monitoring of buildings based on a novel multi-descriptor fusion with dimensionality reduction
منشور في 2020"…The latter can not only reduce feature dimensionality, but it can also effectively decrease the intra-class distances and increase the extra-class distances of appliance features; and (iii) a powerful decision bagging tree classifier is implemented to accurately classify electrical devices using the reduced features. …"
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Habitat in flames: How climate change will affect fire risk across koala forests
منشور في 2023"…</p><p><br></p><h3>Location:</h3><p dir="ltr">Australia.</p><p><br></p><h3>Time period:</h3><p dir="ltr">Present and 2070.</p><p><br></p><h3>Major taxa studied:</h3><p dir="ltr">60 main tree species browsed by koalas.…"
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Time to diagnose and time to surgery in patients presenting with necrotizing fasciitis: a retrospective analysis
منشور في 2025"…In contrast, delayed diagnosis (TTD > 6 h) was significantly associated with increased mortality, regardless of the TTS.</p><h3>Conclusion</h3><p dir="ltr">Timely diagnosis within 6 h is crucial for improving outcomes in NF. …"
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Increasing methylation of sperm rDNA and other repetitive elements in the aging male mammalian germline
منشور في 2020"…<p dir="ltr">In somatic cells/tissues, methylation of ribosomal DNA (rDNA) increases with age and age‐related pathologies, which has a direct impact on the regulation of nucleolar activity and cellular metabolism. …"
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Deep Learning for Arabic Error Detection and Correction
منشور في 2020"…We introduce an approach that investigates employing deep neural network technology for error detection in Arabic text. …"
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Detecting Mental Stress using EEG and Deep Learning
منشور في 2023احصل على النص الكامل
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Knowledge-based Deep Learning for Modeling Chaotic Systems
منشور في 2022"…Deep Learning has received increased attention due to its unbeatable success in many fields, such as computer vision, natural language processing, recommendation systems, and most recently in simulating multiphysics problems and predicting nonlinear dynamical systems. …"
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Deep Learning for the Accurate Prediction of Triggered Drug Delivery
منشور في 2024"…The deep learning-based predictions significantly outperform linear predictions, proving the utility of advanced computational methods in drug delivery. …"
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Assessment of tropospheric NO<sub>2</sub> concentrations over greater Doha using Sentinel-5 TROPOspheric monitoring instrument (TROPOMI) satellite data: Temporal analysis, 2018–202...
منشور في 2024"…<p dir="ltr">This study presents a temporal evaluation of the tropospheric NO<sub>2</sub> column densities over Greater Doha using TROPOMI satellite data from May 2018 to December 2023, and an assessment of the impact of the preparations and hosting of the FIFA Football World Cup Qatar 2022, on NO<sub>2</sub> levels before, during and after the tournament over Greater Doha. …"