Zobrazeno 1 - 10
of 164
pro vyhledávání: '"Siddique, Zahed"'
Digital Twins (DTs) are becoming popular in Additive Manufacturing (AM) due to their ability to create virtual replicas of physical components of AM machines, which helps in real-time production monitoring. Advanced techniques such as Machine Learnin
Externí odkaz:
http://arxiv.org/abs/2409.00877
Diffusion Models are probabilistic models that create realistic samples by simulating the diffusion process, gradually adding and removing noise from data. These models have gained popularity in domains such as image processing, speech synthesis, and
Externí odkaz:
http://arxiv.org/abs/2408.10207
Additive manufacturing (AM), particularly 3D printing, has revolutionized the production of complex structures across various industries. However, ensuring quality and detecting defects in 3D-printed objects remain significant challenges. This study
Externí odkaz:
http://arxiv.org/abs/2404.17015
Additive manufacturing (AM) is gaining attention across various industries like healthcare, aerospace, and automotive. However, identifying defects early in the AM process can reduce production costs and improve productivity - a key challenge. This s
Externí odkaz:
http://arxiv.org/abs/2310.08645
Class imbalanced problems (CIP) are one of the potential challenges in developing unbiased Machine Learning (ML) models for predictions. CIP occurs when data samples are not equally distributed between the two or multiple classes. Borderline-Syntheti
Externí odkaz:
http://arxiv.org/abs/2305.09777
Over the years, the Invariant Scattering Transform (IST) technique has become popular for medical image analysis, including using wavelet transform computation using Convolutional Neural Networks (CNN) to capture patterns' scale and orientation in th
Externí odkaz:
http://arxiv.org/abs/2304.10582
Class imbalance in a dataset is one of the major challenges that can significantly impact the performance of machine learning models resulting in biased predictions. Numerous techniques have been proposed to address class imbalanced problems, includi
Externí odkaz:
http://arxiv.org/abs/2210.12870
Publikováno v:
In Expert Systems With Applications 1 November 2024 253
Over the years, the number of exoskeleton devices utilized for upper-limb rehabilitation has increased dramatically, each with its own set of pros and cons. Most exoskeletons are not portable, limiting their utility to daily use for house patients. A
Externí odkaz:
http://arxiv.org/abs/2202.03147
Manually monitoring water quality is very exhausting and requires several hours of sampling and laboratory testing for a particular body of water. This article presents a solution to test water properties like electrical conductivity and pH with a re
Externí odkaz:
http://arxiv.org/abs/2201.10685