Results 41 to 50 of about 20,816 (168)

Siamese Neural Networks for Damage Detection and Diagnosis of Jacket-Type Offshore Wind Turbine Platforms

open access: yesMathematics, 2022
Offshore wind energy is increasingly being realized at deeper ocean depths where jacket foundations are now the greatest choice for dealing with the hostile environment. The structural stability of these undersea constructions is critical.
Joseph Baquerizo   +4 more
doaj   +1 more source

Matching Natural Language Sentences with Hierarchical Sentence Factorization

open access: yes, 2018
Semantic matching of natural language sentences or identifying the relationship between two sentences is a core research problem underlying many natural language tasks.
Han, Fred X.   +5 more
core   +1 more source

A Feature Learning Siamese Model for Intelligent Control of the Dynamic Range Compressor

open access: yes, 2019
In this paper, a siamese DNN model is proposed to learn the characteristics of the audio dynamic range compressor (DRC). This facilitates an intelligent control system that uses audio examples to configure the DRC, a widely used non-linear audio signal ...
Fazekas, György, Sheng, Di
core   +1 more source

Continuous Eye Disease Severity Evaluation System using Siamese Neural Networks

open access: yesParadigmPlus, 2023
Evaluating the severity of eye diseases using medical images is a very essential and routine task performed in medical diagnosis and treatment. Current grading systems which are largely based on discrete classification are unreliable and do reflect not ...
Muyideen Abdulraheem   +4 more
doaj   +1 more source

Learning Social Image Embedding with Deep Multimodal Attention Networks

open access: yes, 2017
Learning social media data embedding by deep models has attracted extensive research interest as well as boomed a lot of applications, such as link prediction, classification, and cross-modal search.
He, Yueying   +5 more
core   +1 more source

Diagnosis of Multiple Sclerosis by Detecting Asymmetry Within the Retina Using a Similarity-Based Neural Network

open access: yesIEEE Access
Multiple sclerosis (MS) is a chronic neurological disorder that targets the central nervous system, causing demyelination and neural disruption, which can include retinal nerve damage leading to visual disturbances.
Regan Cain Bolton   +3 more
doaj   +1 more source

Research on fault diagnosis method for nuclear power plants rotating machinery based on MoCo Siamese neural network

open access: yesInternational Journal of Advanced Nuclear Reactor Design and Technology
Rotating machinery is a kind of significant equipment that widely used in nuclear power plants (NPPs). The harsh operating environment and long-term continuous operation of the rotating machinery can cause various faults due to wear, vibration et al ...
Xia Yubo   +4 more
doaj   +1 more source

Bearing fault diagnosis method based on improved Siamese neural network with small sample

open access: yesJournal of Cloud Computing: Advances, Systems and Applications, 2022
Fault diagnosis of rolling bearings is very important for monitoring the health of rotating machinery. However, in actual industrial production, owing to the constraints of conditions and costs, only a small number of bearing fault samples can be ...
Xiaoping Zhao, Mengyao Ma, Fan Shao
doaj   +1 more source

A Siamese deep learning framework for efficient hardware Trojan detection using power side-channel data

open access: yesScientific Reports
Hardware Trojans (HTs) are hidden threats embedded in the circuitry of integrated circuits (ICs), enabling unauthorized access, data theft, operational disruptions, or even physical harm.
Abdurrahman Nasr   +3 more
doaj   +1 more source

A Siamese Network Based U-Net for Change Detection in High Resolution Remote Sensing Images

open access: yesIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022
Remote sensing image change detection (RSICD) is a technique that explores the change of surface coverage in a certain time series by studying the difference between multiple remote sensing images (RSIs) collected over the same area.
Tao Chen   +5 more
doaj   +1 more source

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