2021 IEEE 9th Conference on Systems, Process and Control (ICSPC 2021)最新文献_第3页

IoT based Poultry Farm Temperature and Humidity Monitoring Systems: A Case Study 基于物联网的家禽养殖场温度和湿度监测系统:案例研究

2021 IEEE 9th Conference on Systems, Process and Control (ICSPC 2021) Pub Date : 2021-12-10 DOI: 10.1109/ICSPC53359.2021.9689101

Naila Zakia Malika, Rusyaizila Ramli, M. H. Alkawaz, Md Gapar Md Johar, Asif Iqbal Hajamydeen

引用次数: 6

Machine Learning Estimation for Course Enrollment using Logistic Regression 基于逻辑回归的课程招生机器学习估计

2021 IEEE 9th Conference on Systems, Process and Control (ICSPC 2021) Pub Date : 2021-12-10 DOI: 10.1109/ICSPC53359.2021.9689192

Jefferson I. Canada, Ryndel V. Amorado, Jeffrey S. Sarmiento, P. M. B. Melo

{"title":"Machine Learning Estimation for Course Enrollment using Logistic Regression","authors":"Jefferson I. Canada, Ryndel V. Amorado, Jeffrey S. Sarmiento, P. M. B. Melo","doi":"10.1109/ICSPC53359.2021.9689192","DOIUrl":"https://doi.org/10.1109/ICSPC53359.2021.9689192","url":null,"abstract":"Machine Learning is being utilized by educational institutions to effectively manage different processes and transactions. Several colleges and departments are using predicting models to obtain information in the available data that they have. In this study, machine learning models were used to predict the total number of sections or enrollment headcount. The Logistic regression technique was used to identify the attribute that affects the possibility of students enrolling in a specific program. Thus, the results of logistic regression were used to identify the best model in predicting the number of sections or courses to be offered by the programs. The accuracy of Support Vector Machine, K-Nearest Neighbor, Decision Tree, and Neural Network is calculated based on the precision, recall values of the classification matrix. The experimental results show the model can identify the attributes contributing to the choice of the student whether to enroll in a certain program. Moreover, based on the comparison of different models Support Vector Machine got the highest True Positive Rate which is 80% on the ICET program and 70% and higher accuracy in the BSID, BSIC, BSECE, and BS Che.","PeriodicalId":331220,"journal":{"name":"2021 IEEE 9th Conference on Systems, Process and Control (ICSPC 2021)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130279130","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

2021 IEEE 9th Conference on System, Process and Control (ICSPC 2021) IEEE第九届系统、过程与控制会议(ICSPC 2021)

2021 IEEE 9th Conference on Systems, Process and Control (ICSPC 2021) Pub Date : 2021-12-10 DOI: 10.1109/icspc53359.2021.9689152

引用次数: 0

Smartphones Sensors for Road Surface Condition Monitoring towards Remote Sensing Approach 面向遥感方法的路面状况监测智能手机传感器

2021 IEEE 9th Conference on Systems, Process and Control (ICSPC 2021) Pub Date : 2021-12-10 DOI: 10.1109/ICSPC53359.2021.9689086

Nurul Nabilah Mohd Norezan, SAIFUL AMAN Bin HJ SULAIMAN, A. Samad, I. Ma'arof, Zalizan Md Salleh

引用次数: 0

PDF Output Workflow Conformance Test to the PDF/X-4 Standard (ISO 15930-7:2010) PDF/X-4标准的输出工作流一致性测试(ISO 15930-7:2010)

2021 IEEE 9th Conference on Systems, Process and Control (ICSPC 2021) Pub Date : 2021-12-10 DOI: 10.1109/ICSPC53359.2021.9689185

M. Y. Masod, Nur Suzieana Hassan Nazri, Nurhanis Nordin

引用次数: 1

Assessment of Various Additives in Magnetorheological-Elastomer for Impact Applications 冲击用磁流变弹性体中各种添加剂的评价

2021 IEEE 9th Conference on Systems, Process and Control (ICSPC 2021) Pub Date : 2021-12-10 DOI: 10.1109/ICSPC53359.2021.9689138

Normidatul Salwa Sobri, Dhiazul Zaqrie Baharuddin, Nur Akmal Binti Haniffah, Zulkiffli Abd Kadir, K. Hudha, V. R. Aparow

{"title":"Assessment of Various Additives in Magnetorheological-Elastomer for Impact Applications","authors":"Normidatul Salwa Sobri, Dhiazul Zaqrie Baharuddin, Nur Akmal Binti Haniffah, Zulkiffli Abd Kadir, K. Hudha, V. R. Aparow","doi":"10.1109/ICSPC53359.2021.9689138","DOIUrl":"https://doi.org/10.1109/ICSPC53359.2021.9689138","url":null,"abstract":"This study aims to determine the suitable additive material for MRE for impact application. Magnetorheological (MR) is an intelligent material, which its mechanical and rheological properties can be altered upon applying a magnetic field. MR can be formed as a fluid, a gel, or a solid-like elastomer. During the fabrication of MR, the matrix materials, magnetic particles, as well as ratio, are set using either a room-temperature or a high-temperature vulcanization curing method. This study focuses on the magnetorheological elastomer, also known as MRE, on the impact application. Matrices such as rubber, magnetic particles, and other additives are used in the preparation, and the procedures for fabricating the MRE are explained. In addition, MRE properties with a varied current are discussed from the impact test data. The performance of MRE with additives of ferrite in the impact test is slightly better than zinc, copper, and aluminium, which is 5.73%, 7.03%, and 9.37%. The result shows that ferrite is the most suitable material to be used as an additive in fabricating the MRE.","PeriodicalId":331220,"journal":{"name":"2021 IEEE 9th Conference on Systems, Process and Control (ICSPC 2021)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131493936","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

[Copyright notice] (版权)

2021 IEEE 9th Conference on Systems, Process and Control (ICSPC 2021) Pub Date : 2021-12-10 DOI: 10.1109/icspc53359.2021.9689143

引用次数: 0

Evaluation of TEAP and AuBT as ECG's Feature Extraction Toolbox for Emotion Recognition System TEAP和AuBT作为情绪识别系统心电特征提取工具箱的评价

2021 IEEE 9th Conference on Systems, Process and Control (ICSPC 2021) Pub Date : 2021-12-10 DOI: 10.1109/ICSPC53359.2021.9689133

Muhammad Anas Hasnul, Nor Azlina Ab. Aziz, A. Aziz

{"title":"Evaluation of TEAP and AuBT as ECG's Feature Extraction Toolbox for Emotion Recognition System","authors":"Muhammad Anas Hasnul, Nor Azlina Ab. Aziz, A. Aziz","doi":"10.1109/ICSPC53359.2021.9689133","DOIUrl":"https://doi.org/10.1109/ICSPC53359.2021.9689133","url":null,"abstract":"This project involves the assessment of ECG feature extraction toolboxes for emotion recognition system. The objective of this work is to compare the performance between TEAP and AuBT by measuring the accuracy of the classification using the features extracted by each toolbox. Two publicly available datasets: DREAMER and AuBT dataset are used in this work. Only ECG signals from both datasets are extracted using TEAP and AuBT toolbox. Using support vector machine, the result for DREAMER dataset shows that the features extracted using TEAP provide better accuracy in classifying arousal while for valence, AuBT is better with 65.40% and 65.80% respectively. AuBT dataset result shows that AuBT toolbox performed marginally better than TEAP. Thus, for large dataset like DREAMER, the 13 features extracted using TEAP can be considered. However, for a smaller data size sample like the AuBT dataset, 81 features extracted by AuBT toolbox is found to benefit the classification process. Additionally, the result of arousal and valence of DREAMER also indicates that the type of emotion data may influence the suitability of the extracted features.","PeriodicalId":331220,"journal":{"name":"2021 IEEE 9th Conference on Systems, Process and Control (ICSPC 2021)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116065637","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: 2

Mobile Educational Game Application for Middle School Student in Learning Bahasa Melayu (Peribahasa) Using Interactive Method 基于互动方法的中学生马来语学习手机教育游戏应用

2021 IEEE 9th Conference on Systems, Process and Control (ICSPC 2021) Pub Date : 2021-12-10 DOI: 10.1109/ICSPC53359.2021.9689103

Siti Nor Katijah Mohd Jamil, Nur Fitri Shareena Abdul Rahim

{"title":"Mobile Educational Game Application for Middle School Student in Learning Bahasa Melayu (Peribahasa) Using Interactive Method","authors":"Siti Nor Katijah Mohd Jamil, Nur Fitri Shareena Abdul Rahim","doi":"10.1109/ICSPC53359.2021.9689103","DOIUrl":"https://doi.org/10.1109/ICSPC53359.2021.9689103","url":null,"abstract":"Smartphones have now become indispensable in everyone daily lives, helping to rejuvenate civilization, telecommunication, and the national economy. Mobile phones, smartphones, and tablets now greatly outnumber personal computers, people's personal availability to utilization, and dissemination of knowledge has changed dramatically. There is an instantaneous need for this application for use in the learning experience of Malay Language. The need for a better application for studying Malay language is really quite essential in effort to expand the student teachers' comprehension. This study will describe the rates of resistance and conceptual design of the mobile app development for Alamak!! Peribahasa in dynamically learning Malay proverbs. The objectives are 1) To implement a digital method in education about Malay proverbs in Malaysia using Alamak!! Peribahasa application, and 2) To develop interactive application focusing on Malay language proverbs. The Prototyping Methodology has been used as the reference model for the methodology which involved 6 phases. This application can be supported by Android platform and there are 4 types of proverbs which are Simpulan Bahasa, Bidalan, Pepatah and Perumpamaan that includes in this application and it use picture question and answering method for game. With an interactive mobile application for learning Malay proverbs, the implementation appears to give some symbolic importance to primary and middle school students as well as educators in measuring productivity in the teaching process.","PeriodicalId":331220,"journal":{"name":"2021 IEEE 9th Conference on Systems, Process and Control (ICSPC 2021)","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131303630","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

Magic Mat: Design A Smart Power Generation System Using Piezoelectric Mechanisms 魔垫:利用压电机制设计智能发电系统

2021 IEEE 9th Conference on Systems, Process and Control (ICSPC 2021) Pub Date : 2021-12-10 DOI: 10.1109/ICSPC53359.2021.9689205

Mohammed Mubarak Salman Ba Yashout, Safaa Najah Saud AI-Humairi, M. I. Abdullah, Muhammad Asyraf Zulkipli

引用次数: 0