Results 71 to 80 of about 21,191 (172)

Informationization Design of College English Corpus Using Deep Learning Algorithms

Journal of Applied Science and Engineering
This study proposes the ISSO-SNN model for semantic readability assessment in a college English corpus, addressing limitations of traditional methods. Using NLP preprocessing and TF-IDF features, the model leverages a Siamese network optimized with ISSO ...
Cheng Lin, Ruixue Li
doaj   +1 more source

Local Descriptor Learning for Change Detection in Synthetic Aperture Radar Images via Convolutional Neural Networks

IEEE Access, 2019
In this paper, we present a novel convolutional neural network (CNN)-based model for change detection in synthetic aperture radar (SAR) images. Considering that change detection task takes image pairs as an input, we first explore multiple neural network
Huihui Dong, Wenping Ma, Yue Wu, Maoguo Gong, Licheng Jiao   +4 more
doaj   +1 more source

Building Damage Assessment Using Feature Concatenated Siamese Neural Network

IEEE Access
Fast and accurate post-earthquake building damage assessment is an important task to do to define search and rescue procedures. Many approaches have been proposed to automate this process by using artificial intelligence, some of which use handcrafted ...
Mgs M. Luthfi Ramadhan, Grafika Jati, Wisnu Jatmiko   +2 more
doaj   +1 more source

A Siamese ResNeXt network for predicting carotid intimal thickness of patients with T2DM from fundus images

Frontiers in Endocrinology
ObjectiveTo develop and validate an artificial intelligence diagnostic model based on fundus images for predicting Carotid Intima-Media Thickness (CIMT) in individuals with Type 2 Diabetes Mellitus (T2DM).MethodsIn total, 1236 patients with T2DM who had ...
AJuan Gong, Wanjin Fu, Heng Li, Na Guo, Tianrong Pan   +4 more
doaj   +1 more source

DrugRep-HeSiaGraph: When heterogenous siamese neural network meets knowledge graphs for drug repurposing [PDF]

BMC Bioinformatics, 2023
Ghorbanali Z, Zare-Mirakabad F, Salehi N, Akbari M, Masoudi-Nejad A.   +4 more
europepmc   +2 more sources

A siamese neural network model for phase identification in distribution networks

International Journal of Electrical Power & Energy Systems
Distribution system operators (DSOs) often lack high-quality data on low-voltage distribution networks (LVDNs), including the topology and the phase connection of residential customers. The phase connection is essential for phase balancing assessment and
Dong Liu, Juan S. Giraldo, Peter Palensky, Pedro P. Vergara   +3 more
doaj   +1 more source

CovidExpert: A Triplet Siamese Neural Network framework for the detection of COVID-19 [PDF]

Inform Med Unlocked, 2023
Ornob TR, Roy G, Hassan E.
europepmc   +2 more sources

Siamese Neural Network for Keystroke Dynamics-Based Authentication on Partial Passwords. [PDF]

Sensors (Basel), 2023
Lis K, Niewiadomska-Szynkiewicz E, Dziewulska K.   +2 more
europepmc   +1 more source

BioAct-Het: A Heterogeneous Siamese Neural Network for Bioactivity Prediction Using Novel Bioactivity Representation. [PDF]

ACS Omega, 2023
Paykan Heyrati M, Ghorbanali Z, Akbari M, Pishgahi G, Zare-Mirakabad F.   +4 more
europepmc   +1 more source

Facial emotion recognition using deep Siamese neural networks: multi-classifier fusion for single-emotion and multi-emotion models across age groups

Journal of Big Data
This research examines facial expressions as social cues in online platforms, focusing on online learning and remote work. Our high-accuracy emotion recognition framework is designed for post-session evaluation, aiding teaching strategies and identifying
Tejas Rathod, Shruti Patil, Aniket K. Shahade, Prachi Kadam, Ambarish Kulkarni   +4 more
doaj   +1 more source