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Article
A smart edge computing infrastructure for air quality monitoring using LPWAN and MQTT technologies
Air quality is a pressing global concern, resulting in millions of premature deaths annually. Accurate monitoring is vital to assess pollutant levels against established standards. Real-time systems are crucia...
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Article
Associations of PM2.5 and aspergillosis: ambient fine particulate air pollution and population-based big data linkage analyses
A substantial amount of reports has been published on the association between the environment Aspergillus conidia and fine particulates, while limited studies have focused on the association between invasive a...
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Article
Empowered edge intelligent aquaculture with lightweight Kubernetes and GPU-embedded
Edge computing is a new paradigm for processing data at the edge of networks. There are a variety of edge computing scenarios, depending on the situation. In this paper, we investigate an architecture with het...
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Chapter and Conference Paper
Edge AI-Driven Air Quality Monitoring and Notification System: A Multilocation Campus Perspective
With a growing emphasis on environmental health and safety, monitoring and managing air quality in large-scale settings such as campuses are becoming increasingly critical. This research proposes an innovative...
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Chapter and Conference Paper
Fire and Smoke Detection Using YOLO Through Kafka
This study is based on deep learning techniques, which compare various detection algorithms and implement the suitable one for firework detection. The considered factors include streaming, speed, accuracy, and...
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Chapter and Conference Paper
Implementation of a Deep Learning-Based Application for Work-Related Musculoskeletal Disorders’ Classification in Occupational Medicine
This research aims to develop an AI-based Ergonomics risk hazard posture recognition system to help reduce the risk of injury to workers and improve work safety in factories and warehouses. The background show...
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Chapter and Conference Paper
Programmable Full Replacement of Computer VM Value Performance Differences
This study examines the variations in power before and after adjustments to the Vehicle Modification (VM) value to evaluate the impact of power enhancement on vehicle performance and dynamics. To achieve this ...
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Chapter and Conference Paper
Enhancing the Highway Transportation Systems with Traffic Congestion Detection Using the Quadcopters and CNN Architecture Schema
Traffic congestion is a significant issue in urban areas worldwide, impacting mobility, increasing air pollution, and affecting the well-being of city residents. The Unmanned Aerial Vehicles (UAVs) and object ...
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Chapter and Conference Paper
Pavement Distress Detection Using YOLO and Faster RCNN on Edge Devices
In this study, transfer learning techniques will be used for model training, using edge computing [1] and deep learning object detection technology, combined with image road pothole detection applications, and de...
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Chapter and Conference Paper
Load Balancing Algorithm in a Software-Defined Network Environment with Round Robin and Least Connections
In a traditional computer network, each device has its configuration. The Software Defined Network (SDN) architecture ensures that every device in the network will become a dummy device, which must connect to ...
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Chapter and Conference Paper
An Intelligent Thermal Compensation System Using Edge Computing for Machine Tools
This study explores the application of artificial intelligence in lathe cutting machine tools in smart manufacturing. Long-term processing will cause thermal deformation of the lathe cutting tool machine, whic...
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Article
An online and highly-scalable streaming platform for filtering trolls with transfer learning
The internet has reached a mature stage of development, and Online Social Media (OSM) platforms such as Twitter and Facebook have become vital channels for public communication and discussion on matters of pub...
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Article
Open AccessPrediction of risk of ischemic heart disease in first-diagnosed systemic lupus erythematosus patients in taiwan: is air pollution exposure a risk factor?
Air pollution is a key public health factor with the capacity to induce diseases. The risk of ischemia heart disease (IHD) in those suffering from systemic lupus erythematosus (SLE) from air pollution exposure...
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Article
Flame and smoke recognition on smart edge using deep learning
This study develops real-time flame and smoke recognition on an intelligent edge using transfer learning and deep learning. In this case, the inference application was deployed on edge devices. There are devic...
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Article
Implementation and visualization of a netflow log data lake system for cyberattack detection using distributed deep learning
Big data and artificial intelligence (AI) technology are complicated systems that will continue develo** in recent years. This paper implemented a data lake architecture to handle massive data and perform da...
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Article
An event-based data processing system using Kafka container cluster on Kubernetes environment
Smart manufacturing has become a big trend of a new industrial revolution in the manufacturing industry. The advancement of the Internet of Things has made production more efficient and effective through the a...
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Chapter and Conference Paper
A Real-Time Streaming Application for License Plate Recognition Using OpenALPR
Image recognition has been widely used in many places in our life. For license plate recognition, it can replace the manual inspection and registration of vehicles in the parking lot to complete automation, an...
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Chapter and Conference Paper
Image Classification for Smoke and Flame Recognition Using CNN and Transfer Learning on Edge Device
This paper implemented image classification for smoke and flame detection. CNN model was trained in three topologies of InceptionV3, MobileNet, and VGG16. These three models were then tested on Raspberry Pi 4 ...
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Chapter and Conference Paper
An AOI-Based Surface Painting Equipment
This study mainly uses automatic optical inspection (AOI) technology in the production of metal parts painting. The technology developed in this research is to upgrade the original metal parts painting technol...
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Chapter and Conference Paper
Face Emotion Expression Recognition Using DLIB Model and Convolutional Neural Network Approach for Supporting Online Learning
Many sectors have experienced the impact of the COVID-19 outbreak, without exception education. The method of process learning transformed from face-to-face meeting learning became online learning. Learners tr...
