Journal of Information and Communication Convergence Engineering

A Novel Approach of Using Data Flipping for Efficient Energy on the Internet of Things

The Internet of Things (IoT) can be defined as the connection of devices, sensors, and actors via the Internet to a single network to provide services to end-users. Owing to the flexibility and simplicity of IoT devices, which impart convenience to end-users, the demand for these devices has increased significantly in the last decade. To make these systems more scalable, achieve a larger number of connected devices, and achieve greater economic success, it is vital to develop them by considering parameters such as security, cost, bandwidth, data rate, and power consumption. This study aims to ...

Journal of information and communication convergence engineering 2023; 21(3): 185-191

Quantitative Approach for Calculating DRDoS Risk

A Distributed reflection denial of service (DRDoS) is a variant of DDoS attacks that threatens the availability of services to legitimate users. In response to this evolving threat landscape, the cybersecurity industry and service providers have intensified their efforts to develop effective countermeasures. Despite these efforts, attackers continue to innovate, developing new strategies and tools while becoming more sophisticated. Consequently, DRDoS attacks continue to be harmful. Therefore, ongoing research and development is essential to improve defense against DRDoS attacks. To advance ou...

Journal of information and communication convergence engineering 2023; 21(3): 192-197

Performance Improvement of Fuzzy C-Means Clustering Algorithm by Optimized Early Stopping for Inhomogeneous Datasets

Responding to changes in artificial intelligence models and the data environment is crucial for increasing data-learning accuracy and inference stability of industrial applications. A learning model that is overfitted to specific training data leads to poor learning performance and a deterioration in flexibility. Therefore, an early stopping technique is used to stop learning at an appropriate time. However, this technique does not consider the homogeneity and independence of the data collected by heterogeneous nodes in a differential network environment, thus resulting in low learning accurac...

Journal of information and communication convergence engineering 2023; 21(3): 198-207

Toward Practical Augmentation of Raman Spectra for Deep Learning Classification of Contamination in HDD

Deep learning techniques provide powerful solutions to several pattern-recognition problems, including Raman spectral classification. However, these networks require large amounts of labeled data to perform well. Labeled data, which are typically obtained in a laboratory, can potentially be alleviated by data augmentation. This study investigated various data augmentation techniques and applied multiple deep learning methods to Raman spectral classification. Raman spectra yield fingerprint-like information about chemical compositions, but are prone to noise when the particles of the material a...

Journal of information and communication convergence engineering 2023; 21(3): 208-215

Data-centric Smart Street Light Monitoring and Visualization Platform for Campus Management

Smart lighting systems have become increasingly popular in several public sectors because of trends toward urbanization and intelligent technologies. In this study, we designed and implemented a web application platform to explore and monitor data acquired from lighting devices at Thammasat University (Rangsit Campus, Thailand). The platform provides a convenient interface for administrative and operative staff to monitor, control, and collect data from sensors installed on campus in real time for creating geographically specific big data. Platform development focuses on both back- and front-e...

Journal of information and communication convergence engineering 2023; 21(3): 216-224

Performance Comparison of Machine-learning Models for Analyzing Weather and Traffic Accident Correlations

Owing to advancements in intelligent transportation systems (ITS) and artificial-intelligence technologies, various machine-learning models can be employed to simulate and predict the number of traffic accidents under different weather conditions. Furthermore, we can analyze the relationship between weather and traffic accidents, allowing us to assess whether the current weather conditions are suitable for travel, which can significantly reduce the risk of traffic accidents. In this study, we analyzed 30000 traffic flow data points collected by traffic cameras at nearby intersections in Washin...

Journal of information and communication convergence engineering 2023; 21(3): 225-232

Identification of Partial Discharge Defects based on Back-Propagation Algorithm in Eco-friendly Insulation Gas

This study presents a method for identifying partial discharge defects in an eco-friendly gas insulated system using a back-propagation algorithm. Four partial discharge (PD) electrode systems, namely, a free-moving particle, protrusion on the conductor, protrusion on the enclosure, and voids, were designed to simulate PD defects that can occur during the operation of eco-friendly gas-insulated switchgear. The PD signals were measured using an ultrahigh-frequency sensor as a nonconventional method based on IEC 62478. To identify the types of PD defects, the PD parameters of single PD pulses in...

Journal of information and communication convergence engineering 2023; 21(3): 233-238

Design of an Automatic Summary System for Minutes Using Virtual Reality

Owing to the environment in which it has become difficult to face people, on-tact communication has been activated, and online video conferencing platforms have become indispensable collaboration tools. Although costs have dropped and productivity has improved, communication remains poor. Recently, various companies, including existing online videoconferencing companies, have attempted to solve communication problems by establishing a videoconferencing platform within the virtual reality (Virtual Reality) space. Although the VR videoconference platform has only improved upon the benefits of ex...

Journal of information and communication convergence engineering 2023; 21(3): 239-243

Analysis of Impact Between Data Analysis Performance and Database

Engineering or humanities data are stored in databases and are often used for search services. While the latest deep-learning technologies, such like BART and BERT, are utilized for data analysis, humanities data still rely on traditional databases. Representative analysis methods include n-gram and lexical statistical extraction. However, when using a database, performance limitation is often imposed on the result calculations. This study presents an experimental process using MariaDB on a PC, which is easily accessible in a laboratory, to analyze the impact of the database on data analysis p...

Journal of information and communication convergence engineering 2023; 21(3): 244-251

The Bullet Launcher with A Pneumatic System to Detect Objects by Unique Markers

A bullet launcher can be developed as a smart instrument, especially for use in the military section, that can track, identify, detect, mark, lock, and shoot a target by implementing an image-processing system. In this research, the application of object recognition system, laser encoding as a unique marker, 2-dimensional movement, and pneumatic as a shooter has been studied intensively. The results showed that object recognition system could detect various colors, patterns, sizes, and laser blinking. Measuring the average error value of the object distance by using the camera is ±4, &p...

Journal of information and communication convergence engineering 2023; 21(3): 252-260

Current Issue Volume 21, Number 3, September 2023

Regular paper

A Novel Approach of Using Data Flipping for Efficient Energy on the Internet of Things

Ziyad Almudayni, Ben Soh , and Alice Li

Journal of information and communication convergence engineering 2023; 21(3): 185-191

Full Text
Regular paper

Quantitative Approach for Calculating DRDoS Risk

Young-Ryul Choi and Nam-Kyun Baik , Member, KIICE

Journal of information and communication convergence engineering 2023; 21(3): 192-197

Full Text
Regular paper

Performance Improvement of Fuzzy C-Means Clustering Algorithm by Optimized Early Stopping for Inhomogeneous Datasets

Chae-Rim Han , Sun-Jin Lee , and Il-Gu Lee

Journal of information and communication convergence engineering 2023; 21(3): 198-207

Full Text
Regular paper

Toward Practical Augmentation of Raman Spectra for Deep Learning Classification of Contamination in HDD

Seksan Laitrakun , Somrudee Deepaisarn , Sarun Gulyanon et al.

Journal of information and communication convergence engineering 2023; 21(3): 208-215

Full Text

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SVM on Top of Deep Networks for Covid-19 Detection from Chest X-ray Images

Thanh-Nghi Do , Van-Thanh Le , and Thi-Huong Doan

Journal of information and communication convergence engineering 2022; 20(3): 219-225
https://doi.org/10.56977/jicce.2022.20.3.219
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Emotion Recognition Implementation with Multimodalities of Face, Voice and EEG

Miracle Udurume , Angela Caliwag, Wansu Lim , and Gwigon Kim

Journal of information and communication convergence engineering 2022; 20(3): 174-180
https://doi.org/10.56977/jicce.2022.20.3.174
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An Edge AI Device based Intelligent Transportation System

Youngwoo Jeong , Hyun Woo Oh , Soohee Kim , and Seung Eun Lee Member, KIICE

Journal of information and communication convergence engineering 2022; 20(3): 166-173
https://doi.org/10.56977/jicce.2022.20.3.166
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Inter-clustering Cooperative Relay Selection Schemes for 5G Device-to-device Communication Networks

Nasaruddin Nasaruddin , Yunida Yunida , and Ramzi Adriman

Journal of information and communication convergence engineering 2022; 20(3): 143-152
https://doi.org/10.56977/jicce.2022.20.3.143
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About JICCE

SCOPUS KCI KSCI

Background

It has been published since 2003 with a title of International Journal of Maritime Information and Communication Sciences. In 2012, this journal was greatly reformed to further improve the quality of journal, for example, title, research areas and policy of journal etc. The title was changed from the year of 2012 as Journal of Information and Communication Convergence Engineering.

Aims and Scope

Journal of Information and Communication Convergence Engineering (J. Inf. Commun. Converg. Eng., JICCE) is an official English journal of the Korea Institute of Information and Communication Engineering (KIICE). It is an international, peer reviewed, and open access journal that is published quarterly in March, June, September, and December. Its objective is to provide rapid publications of original and significant contributions and it covers all areas related to information and communication convergence engineering including the following areas: communication system and applications, networking and services, intelligent information system, multimedia and digital convergence, semiconductors and communication devices, imaging and biomedical engineering, and computer vision and autonomous vehicles.

Journal of information and
communication convergence engineering
(J. Inf. Commun. Converg. Eng.)

Current Issue Volume 21, Number 3, September 2023

A Novel Approach of Using Data Flipping for Efficient Energy on the Internet of Things

Quantitative Approach for Calculating DRDoS Risk

Performance Improvement of Fuzzy C-Means Clustering Algorithm by Optimized Early Stopping for Inhomogeneous Datasets

Toward Practical Augmentation of Raman Spectra for Deep Learning Classification of Contamination in HDD

SVM on Top of Deep Networks for Covid-19 Detection from Chest X-ray Images

Emotion Recognition Implementation with Multimodalities of Face, Voice and EEG

An Edge AI Device based Intelligent Transportation System

Inter-clustering Cooperative Relay Selection Schemes for 5G Device-to-device Communication Networks

Submit a New Manuscript!

About JICCE

Background

Aims and Scope

Jouranl of information and
communication convergence engineering
(J. Inf. Commun. Converg. Eng.)

Current Issue Volume 21, Number 3, September 2023

Most Read

Submit a New Manuscript!

About JICCE

Background

Aims and Scope

Jouranl of information and communication convergence engineering (J. Inf. Commun. Converg. Eng.)

Jouranl of information and
communication convergence engineering
(J. Inf. Commun. Converg. Eng.)