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Text dependent speaker identification system based on deep learning
Article
Article
Qasim Mahmood et al · University of Mosul, College of Education for Pure Science · 2021 · ISSN 1812-125X
Speaker identification techniques are one of those most advanced modern technologies and there are many different systems had been developed, from methods that used to extract characteristics and classification. The appl...
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Proposing a Model for Detecting Intrusion Network Attacks Using Machine Learning Techniques
Article
Article
Teba Ali Jasem Ali et al · University of Mosul, College of Education for Pure Science · 2022 · ISSN 1812-125X
At the present time, the reliance on computers is increasing in all aspects of life, so it is necessary to protect computer networks and computing resources from complex attacks against the network. This is done by build...
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Intelligence System for Multi-Language Recognition
Article
Article
Fawziya Ramo et al · University of Mosul, College of Education for Pure Science · 2022 · ISSN 1812-125X
Language classification systems are used to classify spoken language from a particular phoneme sample and are usually the first step of many spoken language processing tasks, such as automatic speech recognition (ASR) sy...
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Classification of Lateral Incisor Teeth for Aesthetic Dentistry Using Intelligent Techniques
Article
Article
younis samir et al · University of Mosul, College of Education for Pure Science · 2023 · ISSN 1812-125X
The six upper front teeth determine the appearance of Aesthetic dentistry. The study will define lateral incisors based on their lower angles as round, square, or square/round. LORIN molds to shape teeth were utilized. I...
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Identifikasi Tanda Tangan Dengan Menggunakan Metode Convolution Neural Network (CNN)
Article
Article
Dechy Deswita Indriani.S et al · LPPM Universitas Bhinneka Nusantara · 2024 · ISSN 2303-1425
Penelitian ini bertujuan untuk mengembangkan dan mengevaluasi model Convolutional Neural Network (CNN) dalam identifikasi tanda tangan. Metode CNN dipilih karena kemampuannya dalam mengekstraksi dan menganalisis fitur-fi...
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A Conceptual Approach to Predicting Seismic Events and Flood Risks Using Convolutional Neural Networks
Article
Article
Mahmoud Rehan et al · MMU Press · 2025 · ISSN 2821-370X
This paper explores the application of convolutional neural networks (CNNs) in predictive modelling for seismic events and flood risks, with a particular focus on forecasting extreme quantile events that exceed historica...
LCC LCC:Electronic computers. Computer science; TENDOkluZm9ybWF0aW9uIHRlY2hub2xvZ3k~Idioma English
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All-optical computing based on convolutional neural networks
Article
Article
Kun Liao et al · Editorial Office of Opto-Electronic Journals Group, Institute of Optics and Electronics, CAS, China · 2021 · ISSN 2096-4579
The rapid development of information technology has fueled an ever-increasing demand for ultrafast and ultralow-energy-consumption computing. Existing computing instruments are pre-dominantly electronic processors, which...
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Cement Plant Power Demand Prediction Using 1D Convolutional Neural Network Model: A Case Study
Article
Article
Tawfeeq E. Abdulabbas et al · Mustansiriyah University/College of Engineering · 2026 · ISSN 2520-0917
The management and operation of the power system would be significantly enhanced if accurate prior knowledge of power exchanges were provided, which could provide valuable insights into the system and help predict the re...
LCC LCC:Engineering (General). Civil engineering (General)Idioma ara
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Comparing convolutional neural network and random forest for benthic habitat mapping in Apollo Marine Park
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Article
Henry Simmons et al · Wiley · 2026 · ISSN 2056-3485
Abstract Marine habitat maps are essential tools for marine spatial planning, providing information for decision‐making in conservation and resource management. Accurate classification of benthic habitats supports thei...
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Connected Components-based Colour Image Representations of Vibrations for a Two-stage Fault Diagnosis of Roller Bearings Using Convolutional Neural Networks
Article
Article
Hosameldin O. A. Ahmed et al · KeAi Communications Co., Ltd · 2021 · ISSN 1000-9345
Abstract Roller bearing failure is one of the most common faults in rotating machines. Various techniques for bearing fault diagnosis based on faults feature extraction have been proposed. But feature extraction from fau...
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Deep Spatiotemporal Convolutional-Neural-Network-Based Remaining Useful Life Estimation of Bearings
Article
Article
Xu Wang et al · KeAi Communications Co., Ltd · 2021 · ISSN 1000-9345
Abstract The remaining useful life (RUL) estimation of bearings is critical for ensuring the reliability of mechanical systems. Owing to the rapid development of deep learning methods, a multitude of data-driven RUL esti...
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Disentangling Regional Drivers of Top Antarctic Snowfall Days With a Convolutional Neural Network
Article
Article
Rebecca Baiman et al · Wiley · 2025 · ISSN 0094-8276
Abstract Snowfall is the primary contributor to Antarctic surface mass balance. Identifying regional‐scale mechanisms that drive heavy snowfall provides context for changes in Antarctic surface mass balance in a warmer...
LCC LCC:Geophysics. Cosmic physicsIdioma English
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Feature stabilization in convolutional neural networks using Proportional Integral Controller for lung nodule classification
Article
Article
V. Sangeetha et al · Frontiers Media S.A · 2026 · ISSN 2624-8212
IntroductionReliable classification of lung nodules from computed tomography (CT) images remains a challenging problem due to variations in image intensity, noise, and unstable feature representations during deep network...
LCC LCC:Electronic computers. Computer scienceIdioma English
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Multi-FusNet–convolutional neural network with improved Huber loss function for plant leaf disease detection and classification
Article
Article
B. S. Shruthi et al · Frontiers Media S.A · 2026 · ISSN 1664-462X
BackgroundRecently, plant disease detection and classification have become major concerns in agriculture. Early detection of plant diseases supports farmers to take precautionary actions to prevent the spread of infectio...
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Open Access
Oppositional Tuna Swarm Optimization with Convolutional Neural Network (OTSO-CNN) classifier for American Sign Language recognition
Article
Article
Vasuki Palanisamy et al · PeerJ Inc · 2026 · ISSN 2376-5992
Background For those with hearing loss, sign language (SL) is an essential communication tool. The most common and basic type of SL is American SL (ASL). ASL plays a vital role in various communicative contexts, includin...
LCC LCC:Electronic computers. Computer scienceIdioma English
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Open Access
Performance Benchmarking: Pre-trained Models and Custom Convolutional Neural Networks in Deep Learning
Article
Article
Sheemona Joseph C. et al · MMU Press · 2025 · ISSN 2821-370X
Recent advances in computer vision and deep learning, particularly Convolutional Neural Networks (CNNs), have significantly increased road safety. CNNs were used in this work to automatically detect and categorise traffi...
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Photonic integrated neuro-synaptic core for convolutional spiking neural network
Article
Article
Shuiying Xiang et al · Editorial Office of Opto-Electronic Journals Group, Institute of Optics and Electronics, CAS, China · 2023 · ISSN 2096-4579
Neuromorphic photonic computing has emerged as a competitive computing paradigm to overcome the bottlenecks of the von-Neumann architecture. Linear weighting and nonlinear spike activation are two fundamental functions o...
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Post-Disaster Building Damage Segmentation Using Convolutional Neural Networks
Article
Article
Revaldi Rahmatmulya et al · LPPM Universitas Bhinneka Nusantara · 2025 · ISSN 2303-1425
Natural disasters are events caused by nature such as earthquakes, tornadoes, tsunamis, forest fires, and others. The impacts of natural disasters are significant and varied across various sectors, including the economy,...
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Predicting Forest Areas Susceptible to Fire Risk Using Convolutional Neural Networks
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Article
Ansh Gupta · Asosiasi Doktor Sistem Informasi Indonesia · 2024 · ISSN 2656-5935
Wildfires pose a grave danger and threat to both human health and the environment, which is why early detection of wildfires is crucial. In this study, a convolutional neural network, which is a deep learning technique f...
LCC LCC:Mathematics; LCC:Electronic computers. Computer scienceIdioma English
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Open Access
Sensitivity and generalized analytical sensitivity expressions for quantitative analysis using convolutional neural networks
Article
Article
Shariat, Kourosh et al · Elsevier Science · 2022 · ISSN 0003-2670
In recent years, convolutional neural networks and deep neural networks have been used extensively in various fields of analytical chemistry. The use of these models for calibration tasks has been highly effective; howev...
Idioma English
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Web Application of Convolutional Neural Networks with YOLOv8 for Early Detection of Diseases in Strawberry Crops
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Article
Javier Gutiérrez Ramos Nelson et al · EDP Sciences · 2026 · ISSN 2100-014X
In this research, we address a critical problem for strawberry growers in Lima: the management of phytosanitary diseases. Traditionally, these farmers relied on time-consuming, imprecise, and error-prone visual observati...
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Convolutional Autoencoder for Reconstruction of Historical Document Images: Ancient Manuscript Babad Lombok
Article
Article
Fahmi Syuhada et al · Lembaga Penelitian dan Pengabdian kepada Masyarakat · 2024 · ISSN 0216-9495
The Babad Lombok is an ancient literary or manuscripts document that generally contains stories about the origins of the people of Lombok. This document is written on a lontar leaf, which in the past was used to write ma...
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Skin tumor identification by means of convolutional neural network and improved gray wolf optimizer
Article
Article
Mei Ou et al · Frontiers Media S.A · 2026 · ISSN 2234-943X
IntroductionEarly and accurate diagnosis of skin cancer has a huge impact on the survival rate of patients and deep learning-based CNN and dermatologists' intelligence support can fasten the diagnosis not only within the...
LCC TENDOk5lb3BsYXNtcy4gVHVtb3JzLiBPbmNvbG9neS4gSW5jbHVkaW5nIGNhbmNlciBhbmQgY2FyY2lub2dlbnM~Idioma English
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A generative explainable model for antimicrobial peptide prediction using bidirectional temporal convolutional neural network
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Article
Farman Ali et al · Nature Portfolio · 2026 · ISSN 2045-2322
Abstract Advances in artificial intelligence (AI) and multi-omics integration are reshaping precision oncology by enabling deeper mechanistic understanding, improved characterization of tumor heterogeneity, and the accel...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma English
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