Deep Learning Research — IJACSA

Deep Learning Framework for Physical Internet Hubs Inbound Containers Forecasting

Vol. 13, Issue 3 (2022) · 4 citations

This article presents a framework for physical internet hubs inbound containers forecasting based on deep learning and time series analysis. The inbound containers forecasting is essential for planning, scheduling, and r…

An Algorithm based on Convolutional Neural Networks to Manage Online Exams via Learning Management System Without using a Webcam

Vol. 13, Issue 3 (2022) · 6 citations

Cheating attempts in educational assessments have long been observed. Because students today are characterized by their great digital intelligence, this negative conduct has intensified throughout the emergency remote te…

Detecting Hate Speech on Twitter Network Using Ensemble Machine Learning

Vol. 13, Issue 3 (2022) · 23 citations

Twitter is habitually exploited now-a-days to propagate torrents of hate speeches, misogynistic, and misandry tweets that are written in slang. Machine learning methods have been explored in manifold studies to address t…

Deep Learning-based Detection System for Heavy-Construction Vehicles and Urban Traffic Monitoring

Vol. 13, Issue 3 (2022) · 5 citations

In this intelligent transportation systems era, traffic congestion analysis in terms of vehicle detection followed by tracking their speed is gaining tremendous attention due to its complicated intrinsic ingredients. Spe…

Classification of Autism Spectrum Disorder and Typically Developed Children for Eye Gaze Image Dataset using Convolutional Neural Network

Vol. 13, Issue 3 (2022) · 14 citations

Autism is a neurobehavioral problem that hinders to interact with others. Autistic Spectrum Disorder (ASD) is a psychological disorder that hampers procurement of etymological, communication, cognitive, social skills and…

Deep Learning Applications in Solid Waste Management: A Deep Literature Review

Vol. 13, Issue 3 (2022) · 50 citations

Solid waste management (SWM) has recently received more attention, especially in developing countries, for smart and sustainable development. SWM system encompasses various interconnected processes which contain numerous…

Progressive 3-Layered Block Architecture for Image Classification

Vol. 13, Issue 3 (2022) · 4 citations

Convolutional Neural Networks (CNNs) have been used to handle a wide range of computer vision problems, including image classification and object detection. Image classification refers to automatically classifying a huge…

A Computer Vision-based System for Surgical Waste Detection

Vol. 13, Issue 3 (2022) · 11 citations

The world population is going through a difficult time due to the pandemic of COVID-19 while other disasters prevail. However, a new environmental catastrophe is coming because surgical masks and gloves are putting down…

Intraday Trading Strategy based on Gated Recurrent Unit and Convolutional Neural Network: Forecasting Daily Price Direction

Vol. 13, Issue 3 (2022) · 10 citations

Forex or FX is the short form of the Foreign Exchange Market, it is known as the largest financial market in the world where Investors can buy a certain amount of currency and hold it on until the exchange rate moves, th…

High-quality Voxel Reconstruction from Stereoscopic Images

Vol. 13, Issue 3 (2022)

Volumetric reconstruction from one or multiple RGB images has shown significant advances in recent years, but the approaches used so far do not take advantage of stereoscopic features such as distance blur, perspective…