Indonesian Journal of Electrical Engineering and Computer Science最新文献_第8页

Depression recognition over fusion of visual and vocal expression using artificial intelligence 利用人工智能融合视觉和声音表达进行抑郁识别

Indonesian Journal of Electrical Engineering and Computer Science Pub Date : 2024-06-01 DOI: 10.11591/ijeecs.v34.i3.pp1753-1759

Chandan Gautam, Aaradhya Raj, Bhargavee Nemade, Vinaya Gohokar

引用次数: 0

Big five personality with fuzzy approach to feasibility assessment and loan determination for peer-to-peer lending 用大五人格与模糊方法评估同行借贷的可行性并确定贷款额度

Indonesian Journal of Electrical Engineering and Computer Science Pub Date : 2024-06-01 DOI: 10.11591/ijeecs.v34.i3.pp1770-1786

Iwan Purwanto, Rizal Isnanto, A. P. Widodo

{"title":"Big five personality with fuzzy approach to feasibility assessment and loan determination for peer-to-peer lending","authors":"Iwan Purwanto, Rizal Isnanto, A. P. Widodo","doi":"10.11591/ijeecs.v34.i3.pp1770-1786","DOIUrl":"https://doi.org/10.11591/ijeecs.v34.i3.pp1770-1786","url":null,"abstract":"Bad credit is an uncollectible receivable because the debtor has difficulty repaying. In May 2023, the number of loans will increase by 3.36%. This is due to the inaccuracy of creditors in assessing prospective debtors. Several methods of valuation of prospective debtors have been widely used, but the use of the test big five personality (TBFP) method for the assessment of prospective debtors has not been found. This study will use TBFP as an input variable that will be calculated using fuzzy-Mamdani. The output of the system is in the form of a recommended percentage (%) of the loan amount. This research needs to be done to provide an assessment of prospective debtors to be more objective so that bad credit problems can be reduced. The results of this study are taken into consideration to be used as input in assessing prospective debtors that are more appropriate so that it has an impact on increasing income. For the community can increase business activities. For the government to help people’s economic activities. Our research still needs to be developed by adding variables such as the financial condition of prospective debtors, psychological values, and loan history. Apart from that, it is necessary to carry out an in-depth study regarding recommendations for loan amounts for bad credit","PeriodicalId":13480,"journal":{"name":"Indonesian Journal of Electrical Engineering and Computer Science","volume":"3 12","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141233774","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

The development of low-cost spin coater with wireless IoT control for thin film deposition 开发用于薄膜沉积的无线物联网控制的低成本旋涂机

Indonesian Journal of Electrical Engineering and Computer Science Pub Date : 2024-06-01 DOI: 10.11591/ijeecs.v34.i3.pp1519-1529

Ahmad Muhajer Abdul Aziz, M. I. Idris, Zul Atfyi Fauzan Mohammed Napiah, M. N. Shah Zainudin, Marzaini Rashid, Luke J. Bradley

引用次数: 0

Study, simulation and realization of a fuzzy logic-based MPPT controller in an isolated DC microgrid 隔离直流微电网中基于模糊逻辑的 MPPT 控制器的研究、仿真和实现

Indonesian Journal of Electrical Engineering and Computer Science Pub Date : 2024-06-01 DOI: 10.11591/ijeecs.v34.i3.pp1420-1433

Abdelaziz Youssfi, Abdelmounaim Alioui, Youssef Ait El Kadi

{"title":"Study, simulation and realization of a fuzzy logic-based MPPT controller in an isolated DC microgrid","authors":"Abdelaziz Youssfi, Abdelmounaim Alioui, Youssef Ait El Kadi","doi":"10.11591/ijeecs.v34.i3.pp1420-1433","DOIUrl":"https://doi.org/10.11591/ijeecs.v34.i3.pp1420-1433","url":null,"abstract":"This study presents a pioneering methodology for implementing the maximum power point tracking (MPPT) controller, based on fuzzy logic. Through a comprehensive performance analysis, we evaluate its effectiveness compared to the widely used perturb and observe (P&O) algorithm, which is a common MPPT technique. The main objective of our proposed MPPT approach is to improve the performance of a photovoltaic (PV) system. To evaluate the performance of the proposed MPPT controller and compare it with the P&O algorithm, we designed and simulated both controllers using MATLAB/Simulink. We also implemented a prototype of the controllers using an Arduino Mega board, and evaluated their performance under real operating conditions. The experimental results unequivocally confirm that the fuzzy logic-based MPPT controller outperforms the P&O algorithm in terms of performance, speed and accuracy. The fuzzy logic controller offers greater accuracy in tracking the maximum power point under various environmental circumstances, including variations in solar irradiation and connected load. Overall, this work contributes to the development of efficient and reliable MPPT controllers for PV systems, and provides a comparison of the performances of two popular MPPT techniques. Future research could explore other MPPT techniques and evaluate their performance using similar experimental setups.","PeriodicalId":13480,"journal":{"name":"Indonesian Journal of Electrical Engineering and Computer Science","volume":"17 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141229621","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

Patient-patient interactions visualization for drug side effects in patients’ reviews 患者评论中药物副作用的医患互动可视化

Indonesian Journal of Electrical Engineering and Computer Science Pub Date : 2024-06-01 DOI: 10.11591/ijeecs.v34.i3.pp2007-2020

Zaher Salah, E. Elsoud, Kamal Salah, Waleed T. Al-Sit, Manal Maaya'a, Ahmad Al Khawaldeh

{"title":"Patient-patient interactions visualization for drug side effects in patients’ reviews","authors":"Zaher Salah, E. Elsoud, Kamal Salah, Waleed T. Al-Sit, Manal Maaya'a, Ahmad Al Khawaldeh","doi":"10.11591/ijeecs.v34.i3.pp2007-2020","DOIUrl":"https://doi.org/10.11591/ijeecs.v34.i3.pp2007-2020","url":null,"abstract":"This paper describes the patient-patient interactions (PPIs) graph extraction framework from patient’s review transcripts. The concept is to visualise patients as nodes and interactions representing links. Links are made based on review text similarity. Nodes are categorized as positive or negative according to the patient’s attitude toward a given drug. Attitudes are then utilized to categorize the links as supporting or opposing the use of a certain drug. If both patients share the same attitude: negative (severe side effect) or positive (moderate side effect), the relationship is considered supportive; if not, the link is considered opposed. Resulting graph represent a drug as a dispute between two factions arguing on related drug. The framework is explained and evaluated using a dataset included 3,763 patients’ reviews linked to 255 different drugs, -predictive-value (0.37). We argue that, this is caused by derogatory jargon that is an expected feature of patient’s review. The true-negative-recognition-rate is 0.70 and true-positive-recognition-rate is 0.54. Total-average-accuracy, which is independent of class priors, is 0.66. Results show that, it is possible to use text proximity measures and sentiment analysis to capture PPIs structure.","PeriodicalId":13480,"journal":{"name":"Indonesian Journal of Electrical Engineering and Computer Science","volume":"80 9","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141231011","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

Exploring the intricacies of human memory and its analogous representation in ChatGPT 探索人类记忆的复杂性及其在 ChatGPT 中的类比表现

Indonesian Journal of Electrical Engineering and Computer Science Pub Date : 2024-06-01 DOI: 10.11591/ijeecs.v34.i3.pp1760-1769

Habib Hamam

引用次数: 1

Optical sensor to improve the accuracy of non-invasive blood sugar monitoring 提高无创血糖监测准确性的光学传感器

Indonesian Journal of Electrical Engineering and Computer Science Pub Date : 2024-06-01 DOI: 10.11591/ijeecs.v34.i3.pp1489-1498

Aliya Zilgarayeva, N. Smailov, Sergii Pavlov, Sharafat Mirzakulova, Madina Alimova, Bakhytzhan Kulambayev, Dinara Nurpeissova

{"title":"Optical sensor to improve the accuracy of non-invasive blood sugar monitoring","authors":"Aliya Zilgarayeva, N. Smailov, Sergii Pavlov, Sharafat Mirzakulova, Madina Alimova, Bakhytzhan Kulambayev, Dinara Nurpeissova","doi":"10.11591/ijeecs.v34.i3.pp1489-1498","DOIUrl":"https://doi.org/10.11591/ijeecs.v34.i3.pp1489-1498","url":null,"abstract":"Optical sensors offer a painless method of monitoring blood glucose levels using various light technologies to analyze blood characteristics without penetrating the skin. The literature review part reflects the progress in optical sensor technology evaluates its potential in blood glucose monitoring by overcoming the limitations of conventional methods and recognizes the challenges and future prospects in this rapidly developing area of research. The results of empirical studies are then presented. The methodology is presented as a non-invasive method of blood glucose monitoring based on near-infrared spectroscopy. To precisely evaluate blood glucose concentrations, spectroscopy techniques involving absorption and reflection are employed at wavelengths 450, 900, 1350, and 1800 nm. After absorption and reflection of glucose molecules, light is generated. An experimental study of different samples revealed a linear relationship between the final output voltage and sugar concentration. The results demonstrate a correlation between blood glucose level and signal intensity after transmission.","PeriodicalId":13480,"journal":{"name":"Indonesian Journal of Electrical Engineering and Computer Science","volume":"31 12","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141231860","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

Development Paillier's library of fully homomorphic encryption 开发 Paillier 的全同态加密库

Indonesian Journal of Electrical Engineering and Computer Science Pub Date : 2024-06-01 DOI: 10.11591/ijeecs.v34.i3.pp1989-1998

Temirbekova Zhanerke Erlanovna, Tynymbayev Sakhybay, Abdiakhmetova Zukhra Muratovna, Turken Gulzat

{"title":"Development Paillier's library of fully homomorphic encryption","authors":"Temirbekova Zhanerke Erlanovna, Tynymbayev Sakhybay, Abdiakhmetova Zukhra Muratovna, Turken Gulzat","doi":"10.11591/ijeecs.v34.i3.pp1989-1998","DOIUrl":"https://doi.org/10.11591/ijeecs.v34.i3.pp1989-1998","url":null,"abstract":"One of the new areas of cryptography considered-homomorphic cryptography. The article presents the main areas of application of homomorphic encryption. An analysis of existing developments in the field of homomorphic encryption carried out. The analysis showed that existing library implementations only allow processing bits or arrays of bits and do not support division and subtraction operations. However, to solve applied problems, support for performing integer operations are necessary. Because of the analysis, the need to implement the homomorphic division and subtraction operations identified, as well as the relevance of developing our own implementation of a homomorphic encryption library over integers. The ability to perform four operations (addition, difference, multiplication and division) on encrypted data will expand the areas of application of homomorphic encryption. A homomorphic division and subtraction methods proposed that allows the division operation performed on homomorphically encrypted data. An architecture for a library of fully homomorphic operations on integers is proposed. The library supports basic homomorphic operations on integers, as well as homomorphic division method. The article also provides measurements of the time required to perform certain operations on encrypted data and analyzes the efficiency of the developed implementation of the library.","PeriodicalId":13480,"journal":{"name":"Indonesian Journal of Electrical Engineering and Computer Science","volume":"41 9","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141231558","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

Efficient packaging defect detection: leveraging pre-trained vision models through transfer learning 高效包装缺陷检测：通过迁移学习利用预训练视觉模型

Indonesian Journal of Electrical Engineering and Computer Science Pub Date : 2024-06-01 DOI: 10.11591/ijeecs.v34.i3.pp2096-2106

Wiwi Prastiwinarti, Mera Kartika Delimayanti, Hendra Kurniawan, Yoga Putra Pratama, Hanin Wendho, Rizky Adi

{"title":"Efficient packaging defect detection: leveraging pre-trained vision models through transfer learning","authors":"Wiwi Prastiwinarti, Mera Kartika Delimayanti, Hendra Kurniawan, Yoga Putra Pratama, Hanin Wendho, Rizky Adi","doi":"10.11591/ijeecs.v34.i3.pp2096-2106","DOIUrl":"https://doi.org/10.11591/ijeecs.v34.i3.pp2096-2106","url":null,"abstract":"The inspection of packaging defects is a crucial aspect of maintaining the quality of industrial production, especially in the case of boxed products. This study introduces a novel approach for detecting physical defects in product packaging boxes by integrating image processing with deep learning, specifically transfer learning with two images as an input. The proposed method utilizes both top view and side view images of the packaging to determine its condition, a significant departure from the conventional single image input. Our approach incorporates 16 pre-trained model variants from EfficientNetV2, MobileNetV3, and ResNetV2 for transfer learning as feature extractors. The experimental findings demonstrate that the best model that leverages EfficientNetV2 variant achieves 100% accuracy and F1 score in terms of classification performance. However, the most optimal model in terms of classification performance and inference speed was the one that leveraged ResNetV2 variant. This model scored 95% accuracy and 95.24% F1 score, with an inference speed of 91 ms per prediction.","PeriodicalId":13480,"journal":{"name":"Indonesian Journal of Electrical Engineering and Computer Science","volume":"38 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141231359","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

Empowered corrosion-resistant products through HCP crystal network: a topological assistance 通过 HCP 晶体网络增强耐腐蚀产品的能力：拓扑学帮助

Indonesian Journal of Electrical Engineering and Computer Science Pub Date : 2024-06-01 DOI: 10.11591/ijeecs.v34.i3.pp1544-1556

K. Hamid, Nasir Ayub, Mohammad Amir Delshadi, Muhammad Ibrar, Nor Zairah Ab Rahim, Yasir Mahmood, Muhammad Waseem Iqbal

{"title":"Empowered corrosion-resistant products through HCP crystal network: a topological assistance","authors":"K. Hamid, Nasir Ayub, Mohammad Amir Delshadi, Muhammad Ibrar, Nor Zairah Ab Rahim, Yasir Mahmood, Muhammad Waseem Iqbal","doi":"10.11591/ijeecs.v34.i3.pp1544-1556","DOIUrl":"https://doi.org/10.11591/ijeecs.v34.i3.pp1544-1556","url":null,"abstract":"Human computer interaction (HCI) aims to enhance product effectiveness and efficiency by empowering users. This research examines corrosion resistance in alloys, a concern due to technological advancements. Metals and alloys are susceptible to degradation, leading to functionality loss, structural collapse, and environmental contamination. Improving corrosion resistance is crucial for product efficiency. In this paper, HCI identifies requirements that emphasize taking an existing hexagonal closely packed (HCP) network, investigating the network for requirements in the form of vertices and edges, mapping different vertices and edges of the network graph with topological invariants, solving the network graph by invariants, and providing results for modeling and design of advanced networks and architectures. The HCI also ensures and investigates the optimization of results produced under the specifications. The study examines network graph results for irregularities, providing guidelines for engineers and manufacturers to create advanced alloy architectures with characteristics through mathematical and graphical methods.","PeriodicalId":13480,"journal":{"name":"Indonesian Journal of Electrical Engineering and Computer Science","volume":"33 12","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141231842","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