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Ingenierie des Systemes d''Information最新文献

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Developing an Information Model for E-Commerce Platforms: A Study on Modern Socio-Economic Systems in the Context of Global Digitalization and Legal Compliance 电子商务平台信息模型的构建:全球数字化与法律合规背景下的现代社会经济制度研究
Ingenierie des Systemes d''Information Pub Date : 2023-08-31 DOI: 10.18280/isi.280417
Farouq Ahmad Faleh Alazzam, Hisham Jadallah Mansour Shakhatreh, Zaid Ibrahim Yousef Gharaibeh, Iryna Didiuk, Oleksandr Sylkin
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引用次数: 1
Feature Importance Analysis for Glucose Level Detection in Type 2 Diabetes using Machine Learning 机器学习用于2型糖尿病血糖水平检测的特征重要性分析
Ingenierie des Systemes d''Information Pub Date : 2023-08-31 DOI: 10.18280/isi.280407
Bollu Manikyala Rao, Mohammed Ali Hussain
{"title":"Feature Importance Analysis for Glucose Level Detection in Type 2 Diabetes using Machine Learning","authors":"Bollu Manikyala Rao, Mohammed Ali Hussain","doi":"10.18280/isi.280407","DOIUrl":"https://doi.org/10.18280/isi.280407","url":null,"abstract":"In this paper, we present a machine learning-based approach for the detection of glucose levels in type 2 diabetes patients. Our approach utilizes physiological parameters such as Body Mass Index (BMI), age, sex, and blood pressure, along with glucose levels, to train a predictive model. A dataset comprising demographic information, clinical history, and laboratory test results of 500 type 2 diabetes patients was collected for training and validation. Logistic regression, support vector machines, and random forest classifiers were trained and evaluated using various performance metrics, including accuracy, sensitivity, specificity, and area under the Receiver Operating Characteristic (ROC) curve. Results showed that the random forest classifier outperformed the other models, achieving an accuracy of 85% and an AUC-ROC score of 0.90. Feature importance analysis identified age, BMI, and blood pressure as the most critical predictors for glucose level detection in type 2 diabetes patients. Our proposed machine learning-based approach demonstrates promising results for the accurate detection of glucose levels in type 2 diabetes patients. It has the potential to assist healthcare professionals in making timely and accurate decisions regarding diabetes management. Furthermore, our findings provide valuable insights into the essential predictors for glucose level detection, which can guide future research in this area.","PeriodicalId":38604,"journal":{"name":"Ingenierie des Systemes d''Information","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136036828","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
Enhanced Speckle Noise Reduction in Breast Cancer Ultrasound Imagery Using a Hybrid Deep Learning Model 使用混合深度学习模型增强乳腺癌超声图像的斑点噪声降噪
Ingenierie des Systemes d''Information Pub Date : 2023-08-31 DOI: 10.18280/isi.280426
Nagireddy Venkata Raja Sekhar Reddy, Chengamma Chitteti, Sreeraman Yesupadam, Venkata Subbaiah Desanamukula, Sai Srinivas Vellela, Naga Jagadesh Bommagani
{"title":"Enhanced Speckle Noise Reduction in Breast Cancer Ultrasound Imagery Using a Hybrid Deep Learning Model","authors":"Nagireddy Venkata Raja Sekhar Reddy, Chengamma Chitteti, Sreeraman Yesupadam, Venkata Subbaiah Desanamukula, Sai Srinivas Vellela, Naga Jagadesh Bommagani","doi":"10.18280/isi.280426","DOIUrl":"https://doi.org/10.18280/isi.280426","url":null,"abstract":"","PeriodicalId":38604,"journal":{"name":"Ingenierie des Systemes d''Information","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135988917","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
Hybrid Deep Learning Approach and Word2Vec Feature Expansion for Cyberbullying Detection on Indonesian Twitter 印尼Twitter网络欺凌检测的混合深度学习方法和Word2Vec特征扩展
Ingenierie des Systemes d''Information Pub Date : 2023-08-31 DOI: 10.18280/isi.280410
Irfan Ahmad Asqolani, Erwin Budi Setiawan
{"title":"Hybrid Deep Learning Approach and Word2Vec Feature Expansion for Cyberbullying Detection on Indonesian Twitter","authors":"Irfan Ahmad Asqolani, Erwin Budi Setiawan","doi":"10.18280/isi.280410","DOIUrl":"https://doi.org/10.18280/isi.280410","url":null,"abstract":"ABSTRACT","PeriodicalId":38604,"journal":{"name":"Ingenierie des Systemes d''Information","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135989002","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
A Naive Bayes-Driven Mechanism for Mitigating Packet-Dropping Attacks in Autonomous Wireless Networks 自主无线网络中减少丢包攻击的朴素贝叶斯驱动机制
Ingenierie des Systemes d''Information Pub Date : 2023-08-31 DOI: 10.18280/isi.280422
Desai Neela Megha Shyam, Mohammed Ali Hussain
{"title":"A Naive Bayes-Driven Mechanism for Mitigating Packet-Dropping Attacks in Autonomous Wireless Networks","authors":"Desai Neela Megha Shyam, Mohammed Ali Hussain","doi":"10.18280/isi.280422","DOIUrl":"https://doi.org/10.18280/isi.280422","url":null,"abstract":"","PeriodicalId":38604,"journal":{"name":"Ingenierie des Systemes d''Information","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135990513","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
Enhanced Spine Segmentation in Scoliosis X-ray Images via U-Net U-Net增强脊柱侧凸x线图像的脊柱分割
Ingenierie des Systemes d''Information Pub Date : 2023-08-31 DOI: 10.18280/isi.280427
Sissy Sacharisa, Iman Herwidiana Kartowisastro
{"title":"Enhanced Spine Segmentation in Scoliosis X-ray Images via U-Net","authors":"Sissy Sacharisa, Iman Herwidiana Kartowisastro","doi":"10.18280/isi.280427","DOIUrl":"https://doi.org/10.18280/isi.280427","url":null,"abstract":"","PeriodicalId":38604,"journal":{"name":"Ingenierie des Systemes d''Information","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135988637","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
Utilizing Deep Learning and SVM Models for Schizophrenia Detection and Symptom Severity Estimation Through Structural MRI 利用深度学习和SVM模型通过结构MRI进行精神分裂症检测和症状严重程度估计
Ingenierie des Systemes d''Information Pub Date : 2023-08-31 DOI: 10.18280/isi.280419
Sheriff Alimi, Afolashade Oluwakemi Kuyoro, Monday Okpoto Eze, Oyebola Akande
{"title":"Utilizing Deep Learning and SVM Models for Schizophrenia Detection and Symptom Severity Estimation Through Structural MRI","authors":"Sheriff Alimi, Afolashade Oluwakemi Kuyoro, Monday Okpoto Eze, Oyebola Akande","doi":"10.18280/isi.280419","DOIUrl":"https://doi.org/10.18280/isi.280419","url":null,"abstract":"","PeriodicalId":38604,"journal":{"name":"Ingenierie des Systemes d''Information","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135988690","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
Enhancing Indoor Navigation Accuracy with a Smartphone-Based Pedometer System 基于智能手机的计步器系统提高室内导航精度
Ingenierie des Systemes d''Information Pub Date : 2023-08-31 DOI: 10.18280/isi.280412
Aeshah Tareq Abdulateef, Saad A. Makki
{"title":"Enhancing Indoor Navigation Accuracy with a Smartphone-Based Pedometer System","authors":"Aeshah Tareq Abdulateef, Saad A. Makki","doi":"10.18280/isi.280412","DOIUrl":"https://doi.org/10.18280/isi.280412","url":null,"abstract":"","PeriodicalId":38604,"journal":{"name":"Ingenierie des Systemes d''Information","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135988108","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 Catalysts and Components of Gamification in Enterprise: A Systematic Literature Review 探索企业游戏化的催化剂和要素:系统的文献综述
Ingenierie des Systemes d''Information Pub Date : 2023-08-31 DOI: 10.18280/isi.280418
Rawaa Khalid AlTuraif, Duha Sami AlSanad, Nour Faisal AlSharifi, Amnah Abdulateef Almuaili
{"title":"Exploring the Catalysts and Components of Gamification in Enterprise: A Systematic Literature Review","authors":"Rawaa Khalid AlTuraif, Duha Sami AlSanad, Nour Faisal AlSharifi, Amnah Abdulateef Almuaili","doi":"10.18280/isi.280418","DOIUrl":"https://doi.org/10.18280/isi.280418","url":null,"abstract":"","PeriodicalId":38604,"journal":{"name":"Ingenierie des Systemes d''Information","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135988323","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
An Autonomous Multi-Agent System for Customized Scientific Literature Recommendation: A Tool for Researchers and Students 定制科学文献推荐的自主多代理系统:研究人员和学生的工具
Ingenierie des Systemes d''Information Pub Date : 2023-08-31 DOI: 10.18280/isi.280401
Berraouna Abdelkader
{"title":"An Autonomous Multi-Agent System for Customized Scientific Literature Recommendation: A Tool for Researchers and Students","authors":"Berraouna Abdelkader","doi":"10.18280/isi.280401","DOIUrl":"https://doi.org/10.18280/isi.280401","url":null,"abstract":"","PeriodicalId":38604,"journal":{"name":"Ingenierie des Systemes d''Information","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135782569","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
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