IEEE

Implementation of the Convolutional Neural Network (CNN) Method to Detect Traffic Congestion and Determine the Best Route Using the Heuristic Search Algorithm on Palembang City ...

Abstract: The city of Palembang is facing a significant increase in traffic density, causing various problems such as congestion. Research was conducted to overcome this problem by using various ...
IEEE

Research on ice thickness prediction of power transmission lines based on SO-CNN-LSTM algorithm

One of the fundamental requirements for the operation of power systems is safety and stability. However, in recent years, natural disasters such as rain, snow, and freezing weather have posed a ...
IEEE

Depthwise Convolution with Winograd Algorithm for Efficient CNN Acceleration

This work explores an efficient convolutional acceleration framework tailored for edge devices by integrating Depthwise Convolution with the Winograd algorithm. Through RTL-based hardware ...
IEEE

Research on the Precision Compensation of Light-Quantum Flowmeter With CPO–PSO–CNN Algorithm

Abstract: In the petroleum industry, light-quantum flowmeters can perform multiphase measurement of gas, liquid, and solid phases, which has attracted significant attention. However, their measurement ...
IEEE

Feature-Guided Zero-Shot Learning for Handwriting Verification Using Inertial Sensors

Abstract: In an increasingly digital world, there is an unprecedented demand in intelligent society for biometric recognition systems that balance security with convenience. Traditional methods, such ...
IEEE

Offline Signature Verification using CNN and Siamese Networks: A Comparative Analysis

Abstract: A major task in biometric security and authentication is Offline Signature Verification (OSV), which also consumes huge human effort. Therefore, in order to enhance the signature ...
IEEE

Short-Term Power Load Forecasting Based on CNN-BiLSTM Optimized by Snow Ablation Algorithm

Abstract: To enhance the accuracy of short-term power load forecasting, this paper proposes a hybrid prediction model based on the Snow Ablation Optimization (SAO) algorithm, integrating Convolutional ...
IEEE

Impact Analysis of Feature Parameter Selection on CNN-Based Fault Detection Algorithms in LCC HVDC Transmission Systems

Abstract: Line-Commutated Converter High Voltage Direct Current (LCC HVDC) is a prominent method for HVDC power transmission. This paper addresses the fault identification challenge in LCC HVDC ...
IEEE

A Lightweight Blockchain Framework for Secure Academic Credential Verification Using Python and Docker

Abstract: Academic credentials are becoming more vulnerable by fraud, falsification, and inefficiencies in existing verification processes. This research uses Python and Docker to create a safe, ...
IEEE

Fault Diagnosis of Photovoltaic Power Stations Based on the CNN-LSTM-BP Algorithm

Abstract: Driven by the strategic goals of carbon peak and carbon neutrality, photovoltaic (PV) power generation has developed rapidly. However, PV power stations are prone to failures such as ...
IEEE

A photoplethysmogram-based 1D-CNN algorithm for automated atrial fibrillation detection

Abstract: Atrial fibrillation (AF) is an irregular heartbeat that originates in the upper chambers of the heart (atria). This paper presents a method for the detection of AF events from ...
IEEE

Enhanced Signature Recognition and Fraud Detection with Deep Learning

Abstract: Signature forgery undermines trust in financial, legal, and identity verification systems, costing industries billions annually. This review critically evaluates the efficacy of deep ...