2022 IEEE 12th Symposium on Computer Applications & Industrial Electronics (ISCAIE)最新文献

Evidence of the Transmutation of Creative Elements Using a Computational Creativity Approach 使用计算创造力方法的创造性元素嬗变的证据

2022 IEEE 12th Symposium on Computer Applications & Industrial Electronics (ISCAIE) Pub Date : 2022-05-21 DOI: 10.1109/iscaie54458.2022.9794505

Azlan Iqbal

{"title":"Evidence of the Transmutation of Creative Elements Using a Computational Creativity Approach","authors":"Azlan Iqbal","doi":"10.1109/iscaie54458.2022.9794505","DOIUrl":"https://doi.org/10.1109/iscaie54458.2022.9794505","url":null,"abstract":"Computational creativity is a relatively new subfield of artificial intelligence (AI). In short, it focuses on the ability of computers to generate objects that most humans with sufficient domain knowledge would consider having creative value, e.g., music, art, puzzles. In this article, the author presents rare evidence of the transmutation of creative elements or properties from one domain to another using a computational creativity approach, i.e., the Digital Synaptic Neural Substrate (DSNS). Specifically, in the domain of chess problem composition. This evidence suggests that creative elements, typically in the form of fragmented information or data, can indeed be transferred between domains. For instance, by drawing upon the characteristics of seemingly unrelated images (e.g., paintings, photographs) and sequences taken from chess games, valid chess problems or puzzles can be automatically generated. It is generally difficult to fully trace this kind of transmutation and simultaneously rule out algorithmic repetition or chance. However, there was at least one distinct example that left little room for contention. The author presents arguments for this \"creative transmutation,\" additional supportive examples that were discovered, and likely directions for future work.","PeriodicalId":395670,"journal":{"name":"2022 IEEE 12th Symposium on Computer Applications & Industrial Electronics (ISCAIE)","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127104554","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Detection of Wet Road Surfaces from Acoustic Signals using Scalogram and Optimized AlexNet 基于尺度图和优化AlexNet的湿路面声信号检测

2022 IEEE 12th Symposium on Computer Applications & Industrial Electronics (ISCAIE) Pub Date : 2022-05-21 DOI: 10.1109/iscaie54458.2022.9794556

K. K. Mohd Shariff, S. Zainuddin, Megat Syahirul Amin Megat Ali

引用次数: 2

IoT-based Distribution and Control System for Smart Home Applications 基于物联网的智能家居分配与控制系统

2022 IEEE 12th Symposium on Computer Applications & Industrial Electronics (ISCAIE) Pub Date : 2022-05-21 DOI: 10.1109/iscaie54458.2022.9794497

M. Rokonuzzaman, M. Akash, Mahmuda Khatun Mishu, Wenjuan Tan, M. Hannan, Nowshad Amin

{"title":"IoT-based Distribution and Control System for Smart Home Applications","authors":"M. Rokonuzzaman, M. Akash, Mahmuda Khatun Mishu, Wenjuan Tan, M. Hannan, Nowshad Amin","doi":"10.1109/iscaie54458.2022.9794497","DOIUrl":"https://doi.org/10.1109/iscaie54458.2022.9794497","url":null,"abstract":"Smart homes (SM) are now trending with the new tech users. Nowadays, conventional homes can be converted into smart homes and easily connected to the smart grid. In this paper, an AC–DC combined power distribution socket and a smart control system are proposed to manage the electrical appliances in a conventional home. The proposed smart socket can measure the electrical parameters of voltage, current, and power consumption. The measured data can be transferred instantly to the internet of things (IoT) cloud server, ThingSpeak. The transmitted data can be monitored and controlled by an android app at the user end. In addition, to introduce smart and interactive control of the home appliances connecting user preference and room environment, sensors are interfaced in the proposed system to analyze environmental status: light intensity, temperature, humidity and presence of a human. Design of a complete home energy management system including power distribution is proposed for a smart home system facilitating distributed solar home system in DC distribution and smart control for the reduction of energy waste and standby power loss.","PeriodicalId":395670,"journal":{"name":"2022 IEEE 12th Symposium on Computer Applications & Industrial Electronics (ISCAIE)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129642528","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 4

Document and Event Record Management System: A Prototype 文件和事件记录管理系统:原型

2022 IEEE 12th Symposium on Computer Applications & Industrial Electronics (ISCAIE) Pub Date : 2022-05-21 DOI: 10.1109/iscaie54458.2022.9794525

Noor Latiffah Adam, Muhammad Akmal Hakim Che Mansor, Muhamad Faliq Pauzi, Shaharuddin Cik Soh

引用次数: 2

Proposed Design Principles of Malay Sign Language (MSL) Mobile Application for Hearing-Impaired Alpha Generation Based on Nielsen and Molich’s Design Guidelines: Validation through Expert Review Method 基于Nielsen和Molich设计指南的马来语手语(MSL)手机应用程序设计原则建议:通过专家评审法验证

2022 IEEE 12th Symposium on Computer Applications & Industrial Electronics (ISCAIE) Pub Date : 2022-05-21 DOI: 10.1109/iscaie54458.2022.9794474

Ermiera Shafika Mokhtar, Azizah Che Omar, Nurulnadwan Aziz

{"title":"Proposed Design Principles of Malay Sign Language (MSL) Mobile Application for Hearing-Impaired Alpha Generation Based on Nielsen and Molich’s Design Guidelines: Validation through Expert Review Method","authors":"Ermiera Shafika Mokhtar, Azizah Che Omar, Nurulnadwan Aziz","doi":"10.1109/iscaie54458.2022.9794474","DOIUrl":"https://doi.org/10.1109/iscaie54458.2022.9794474","url":null,"abstract":"Malay Sign Language (MSL) mobile application is an application that was developed to support hearing-impaired (HI) learners in learning sign language interactively. Various MSL mobile applications have been designed and developed. However, the existing MSL mobile applications fail to evoke the cognitive ability among the HI learners, particularly the HI alpha generation, due to the lack of functionalities and usability issues that arise. Hence, it is crucial to evaluate the mobile applications to ensure they meet the users’ needs and expectations. Thus, previous researchers suggested hybridizing Nielsen and Molich’s Design Guidelines (NMDG) in evaluating the MSL mobile applications as it could evoke the cognitive ability among the learners. However, the existing NMDG does not consider the HI context. Thus, this study aims to propose a new set of design principles that consider the HI context based on the NMDG to evaluate the MSL mobile application for the HI alpha generation.","PeriodicalId":395670,"journal":{"name":"2022 IEEE 12th Symposium on Computer Applications & Industrial Electronics (ISCAIE)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133402465","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Real-Time Plastic Surface Defect Detection Using Deep Learning 基于深度学习的实时塑料表面缺陷检测

2022 IEEE 12th Symposium on Computer Applications & Industrial Electronics (ISCAIE) Pub Date : 2022-05-21 DOI: 10.1109/iscaie54458.2022.9794475

Muhammad Izzat Bin Roslan, Z. Ibrahim, Z. A. Aziz

{"title":"Real-Time Plastic Surface Defect Detection Using Deep Learning","authors":"Muhammad Izzat Bin Roslan, Z. Ibrahim, Z. A. Aziz","doi":"10.1109/iscaie54458.2022.9794475","DOIUrl":"https://doi.org/10.1109/iscaie54458.2022.9794475","url":null,"abstract":"Quality control is a process utilized in the plastic packaging industry to ensure that the products that are produced are high-quality. This is achieved by identifying and eliminating defects before they are commercialized in the market. The quality of plastic surfaces makes a difference in how customers see the final product. To avoid experiencing errors and minimize product defects, manual surface defect detection is typically performed by humans through the naked eyes. Due to slow detection speed, high labor costs, and visual acuity limitations, manual defect detection can no longer meet today's demands. Therefore, real-time identification of plastic surface defects using computer vision technology is required. This paper proposes a method for the real-time detection and classification of plastic surface defects using deep learning which is You Only Look Once (YOLO). YOLO has shown excellent performance in object detection and this research applies YOLOv5. It is performed by training a custom dataset obtained from the plastic packaging industries to identify defective surfaces and at the same time to obtain its detection accuracy in terms of precision, recall, F-measure, and mAP.","PeriodicalId":395670,"journal":{"name":"2022 IEEE 12th Symposium on Computer Applications & Industrial Electronics (ISCAIE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124211550","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 6

Development of Machine Learning Models for Prediction of IT project Cost and Duration 用于IT项目成本和工期预测的机器学习模型的开发

2022 IEEE 12th Symposium on Computer Applications & Industrial Electronics (ISCAIE) Pub Date : 2022-05-21 DOI: 10.1109/iscaie54458.2022.9794529

Der-Jiun Pang, K. Shavarebi, Sokchoo Ng

引用次数: 1

Electrical Conductivity Sensing Circuit Design Using Voltage Divider 利用分压器设计电导率传感电路

2022 IEEE 12th Symposium on Computer Applications & Industrial Electronics (ISCAIE) Pub Date : 2022-05-21 DOI: 10.1109/iscaie54458.2022.9794507

Muhammad Izzat Alif Muslan, W. Abdullah, Z. Zulkifli, Aimi Bazilah Binti Rosli

引用次数: 0

Temperature & Humidity Monitoring for Poultry Farms using IOT 使用物联网的家禽养殖场温度和湿度监测

2022 IEEE 12th Symposium on Computer Applications & Industrial Electronics (ISCAIE) Pub Date : 2022-05-21 DOI: 10.1109/iscaie54458.2022.9794520

Naila Zakia Malika, Md Gapar Md Johar, M. H. Alkawaz, Asif Iqbal Hajamydeen, L. Raya

{"title":"Temperature & Humidity Monitoring for Poultry Farms using IOT","authors":"Naila Zakia Malika, Md Gapar Md Johar, M. H. Alkawaz, Asif Iqbal Hajamydeen, L. Raya","doi":"10.1109/iscaie54458.2022.9794520","DOIUrl":"https://doi.org/10.1109/iscaie54458.2022.9794520","url":null,"abstract":"Malaysian society consumes 49.30 kg of chicken and 370 eggs as a source of protein each year and in 2020. Malaysia has over 3000 poultry farms across the country. Nowadays, poultry farms have modernized tools using Internet-of-Things to ease accessibility. Internet-of-things supports poultry farmers to preserve the chicken cage environment. High environmental temperatures destructively influence the health of chickens; unstable humidity levels affect the chicken quality and weight in the cage. Improper collection and analysis of cage environmental data delays the appropriate action to be taken. Therefore, designing a web-based application is essential to assist farmers and engineers in managing the chicken poultry farms to collect and analyze the data necessary to monitor the chicken health and quality. In this paper, a mechanism has been developed to monitor the temperature and humidity in the poultry cage. DHT22 sensors were used to measure the temperature and humidity levels of the cage. The readings from the sensors were processed by the microcontroller and automatically and subsequently sent to a central database, where the user can monitor and update the farm's status. Based on the temperature and humidity values received from the sensors, appropriate action will be taken by the system to turn on the lamp and the fan to stabilize the chicken's cage. Once the temperature and humidity cross a threshold, a notification will be sent to alert the situation of the cage to the farmer.","PeriodicalId":395670,"journal":{"name":"2022 IEEE 12th Symposium on Computer Applications & Industrial Electronics (ISCAIE)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117158370","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 5

Decision Tree and Naïve Bayes for Sentiment Analysis in Smoking Perception 决策树与Naïve贝叶斯在吸烟感知情感分析中的应用

2022 IEEE 12th Symposium on Computer Applications & Industrial Electronics (ISCAIE) Pub Date : 2022-05-21 DOI: 10.1109/iscaie54458.2022.9794558

Muhammad Khairul Mizan Khairul Anwar, M. Yusoff, M. Kassim

{"title":"Decision Tree and Naïve Bayes for Sentiment Analysis in Smoking Perception","authors":"Muhammad Khairul Mizan Khairul Anwar, M. Yusoff, M. Kassim","doi":"10.1109/iscaie54458.2022.9794558","DOIUrl":"https://doi.org/10.1109/iscaie54458.2022.9794558","url":null,"abstract":"The number of smokers is still significant in many countries. The trend of smokers has seemed to keep changing in time, especially in Malaysia. However, a smoke-free nation is one of the aims by 2045. Thus, there is a need to see the trend of smoking as it can be one the assistances to the relevant agencies to track the smoking trend. Perceiving the sentiment on smoking is now possible instead of only utilizing the traditional approaches like surveys, interviews, and questionnaires are popular methods for identifying current smoking trends. These approaches acquire time and cost, and fieldwork. In parallel with digitization and IR 4.0, the trend analysis methods are established in many forms, such as Twitter, web site, and Facebook. This paper's focal point is to see the utilization of the Decision Tree and Naive Bayes to perform sentiment analysis on smoking perceptions in three states in Malaysia. The methods are employed to classify the about 4500 tweets into positive, negative and neutral based on one-word and two-word search terms. The decision tree performs better when applied to the one-word search term data set, while Naïve Bayes is better for the two-word tweets search term data set. The finding demonstrates that this work is beneficial to obtain a quick and efficient result of the current smoker's perception, which will help the authorities develop new solutions to support the smoke-free generation initiative.","PeriodicalId":395670,"journal":{"name":"2022 IEEE 12th Symposium on Computer Applications & Industrial Electronics (ISCAIE)","volume":"111 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117233424","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1