-
101
A Survey of Deep Learning Approaches for the Monitoring and Classification of Seagrass
Published 2025“…Deep learning approaches have made significant progress in digital image processing, particularly in object recognition and classification, and are among the most popular computer vision tools. …”
-
102
Communication-efficient hierarchical federated learning for IoT heterogeneous systems with imbalanced data
Published 2022“…Specifically, our numerical results highlight the effectiveness of our approach and its ability to provide 4–6% increase in the classification accuracy, with respect to hierarchical FL schemes that consider distance-based user assignment. …”
-
103
VisioDECT: a novel approach to drone detection using CBAM-integrated YOLO and GELAN-E models
Published 2025“…This improvement in spatial and channel attention significantly boosts detection performance, particularly for small and occluded drones. …”
-
104
Noise2Weight: On detecting payload weight from drones acoustic emissions
Published 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. …”
-
105
A Multi-Channel Convolutional Neural Network approach to automate the citation screening process
Published 2021“…<p dir="ltr">The systematic literature review (SLR) process is separated into several steps to increase rigor and reproducibility. The selection of primary studies (i.e., citation screening) is an important step in the SLR process. …”
-
106
Image-Based Air Quality Estimation Using Convolutional Neural Network Optimized by Genetic Algorithms: A Multi-Dataset Approach
Published 2025“…<p dir="ltr">Air pollution poses significant threats to human health and the environment, making effective monitoring increasingly essential. …”
-
107
A Diffusion-Based Probabilistic Ultra-Short-Term Solar Power Prediction Using the Sky Image Sequences
Published 2025“…<p dir="ltr">The inherently unpredictable nature of solar power generation, primarily due to rapidly changing cloud cover, poses a significant challenge to the operation of solar-integrated energy systems. …”
-
108
A Framework for Multi-cloud Cooperation with Hardware Reconfiguration Support
Published 2013“…Cloud computing is increasingly becoming a desirable and foundational element in international enterprise computing. …”
Get full text
Get full text
Get full text
Get full text
conferenceObject -
109
-
110
-
111
A memristive all-inclusive hypernetwork for parallel analog deployment of full search space architectures
Published 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. …”
-
112
-
113
How does varying the number of personas affect user perceptions and behavior? Challenging the ‘small personas’ hypothesis!
Published 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. …”
-
114
-
115
YOLO-DefXpert: An Advanced Defect Detection on PCB Surfaces Using Improved YOLOv11 Algorithm
Published 2025“…<p dir="ltr">Surface defects in Printed Circuit Boards (PCBs), which arise during manufacturing, significantly impact product quality and directly influence equipment performance, stability and reliability. …”
-
116
-
117
-
118
-
119
-
120
Set-based approach for efficient evaluation and analysis of XACML policies. (c2014)
Published 2014Get full text
Get full text
masterThesis
