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Enhancing waste sorting and recycling efficiency: robust deep learning-based approach for classification and detection
منشور في 2024"…<p dir="ltr">Given the severity of waste pollution as a major environmental concern, intelligent and sustainable waste management is becoming increasingly crucial in both developed and developing countries. …"
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Efficient experimental design for uncertainty reduction in gene regulatory networks
منشور في 2015"…In this paper, we propose a computationally efficient experimental design method. …"
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Influence of co-current vapor flow on falling film over horizontal tube
منشور في 2021"…A two-dimensional (2D) computational fluid dynamics model is developed and validated, in which sea water enters at 65 °C, which represents the maximum limit of current MED plant, and falls on a tube of 25.4 mm diameter from a 2 mm orifice. …"
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Communication-efficient hierarchical federated learning for IoT heterogeneous systems with imbalanced data
منشور في 2022"…</p><h2>Other Information</h2><p dir="ltr">Published in: Future Generation Computer Systems<br>License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1016/j.future.2021.10.016" target="_blank">https://dx.doi.org/10.1016/j.future.2021.10.016</a></p>…"
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TIDCS: A Dynamic Intrusion Detection and Classification System Based Feature Selection
منشور في 2020"…Processing similar features that provide redundant information increases the computational time, which is a critical problem especially for users with constrained resources (battery, energy). …"
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Mutations in L-type amino acid transporter-2 support SLC7A8 as a novel gene involved in age-related hearing loss
منشور في 2018"…Thus, a screening of a cohort of ARHL patients and controls was carried out revealing several variants inSLC7A8, whose role was further investigated by in vitro functional studies. Significant decreases in SLC7A8 transport activity was detected for patient’s variants (p.Val302Ile, p.Arg418His, p.Thr402Met and p.Val460Glu) further supporting a causative role for SLC7A8 in ARHL. …"
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Transcriptome Profile Identifies Actin as an Essential Regulator of Cardiac Myosin Binding Protein C3 Hypertrophic Cardiomyopathy in a Zebrafish Model
منشور في 2022"…These knockout zebrafish displayed significant morphological heart alterations related to a significant decrease in ventricular and atrial diameters at systolic and diastolic states at the larval stages. …"
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Noise2Weight: On detecting payload weight from drones acoustic emissions
منشور في 2022"…<p>The increasing popularity of autonomous and remotely-piloted drones has paved the way for several use-cases and application scenarios, including merchandise delivery, surveillance, and warfare, to cite a few. …"
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A Framework for Multi-cloud Cooperation with Hardware Reconfiguration Support
منشور في 2013"…Cloud computing is increasingly becoming a desirable and foundational element in international enterprise computing. …"
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A memristive all-inclusive hypernetwork for parallel analog deployment of full search space architectures
منشور في 2024"…<p dir="ltr">In recent years, there has been a significant advancement in memristor-based neural networks, positioning them as a pivotal processing-in-memory deployment architecture for a wide array of deep learning applications. …"
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How does varying the number of personas affect user perceptions and behavior? Challenging the ‘small personas’ hypothesis!
منشور في 2022"…Our study results from eye-tracking and survey data suggest that when using interactive persona systems, the number of personas can be increased from the conventionally suggested ‘less than ten’, without significant negative effects on user perceptions or task performance, and with the positive effects of increasing engagement with the personas, having a more diverse representation of the end-user population, as well as users accessing personas from more varied demographic groups for a design task. …"
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EEG-Based Semantic Vigilance Level Classification Using Directed Connectivity Patterns and Graph Theory Analysis
منشور في 2020"…The strength and directionality of information flow in the connectivity network by RWTE/PDC and the GTA measures significantly decrease with vigilance decrement, p<0.05. …"
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