2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI)最新文献_第2页

Electromagnetic and Structural Analysis of an Induction Motor with Copper Rotor Bars used in Automotive Applications 汽车用铜转子棒感应电动机的电磁与结构分析

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI) Pub Date : 2021-09-06 DOI: 10.1109/rtsi50628.2021.9597235

D. Fodorean, C. Pop, D. Popa

引用次数: 0

Sex Differences in the ECG Interpretation: a Functional Data Analysis Perspective 心电图解读中的性别差异:功能数据分析视角

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI) Pub Date : 2021-09-06 DOI: 10.1109/rtsi50628.2021.9597363

Vera Maioli, L. Clementi, M. Santambrogio

{"title":"Sex Differences in the ECG Interpretation: a Functional Data Analysis Perspective","authors":"Vera Maioli, L. Clementi, M. Santambrogio","doi":"10.1109/rtsi50628.2021.9597363","DOIUrl":"https://doi.org/10.1109/rtsi50628.2021.9597363","url":null,"abstract":"Prompt diagnosis and correct therapy are essential for the treatment of cardiovascular diseases. A proper evaluation of electrocardiography (ECG) tracings could help to analyze the different effects of drug therapies in men and women and therefore would allow the prescription of more specific drugs and dosages. For this purpose, it is essential to know the morphology of the ECG and to know how to read it correctly. In recent years there has been an increasing awareness of the differences between a male and female ECG trace and, therefore, of the need to take them into account to obtain a correct diagnosis. This work proposes a method for the recognition of the subject's sex starting from the morphology of the ECG trace alone to highlight sex differences. This technique employs Functional Data Analysis (FDA), a statistical approach specifically developed for the analysis of curves and surfaces. We proved the adequacy of our method by evaluating its ability to classify the traces correctly and is proposed as a smart analysis tool to be employed in the development of ad hoc cardiac drugs. The procedure foresees a preprocessing of the signal through a Butterworth filtering, wavelet-based smoothing, and alignment of the traces. We then classify the signals through a cluster analysis in the form of multivariate functional k-mean procedures. The result is a semi-automatic assignment of the sex of the subject to which the ECG belongs. The method reaches better performances when considering younger subjects because morphological differences between sexes are more evident in this subpopulation, as previously highlighted in literature. More specifically, the accuracy is 77.8% in the younger population and 71.4% in elderly subjects. The technique hereby proposed is a valuable tool for the exploration of ECG tracings to be employed in clinical and pharmacological research.","PeriodicalId":294628,"journal":{"name":"2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130585099","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

A Robust and Versatile Analog-to-Digital Converter for Space Exploration Spectroscopy on Satellites 用于卫星空间探测光谱的鲁棒通用模数转换器

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI) Pub Date : 2021-09-06 DOI: 10.1109/rtsi50628.2021.9597242

Marco Grassi, P. Malcovati

{"title":"A Robust and Versatile Analog-to-Digital Converter for Space Exploration Spectroscopy on Satellites","authors":"Marco Grassi, P. Malcovati","doi":"10.1109/rtsi50628.2021.9597242","DOIUrl":"https://doi.org/10.1109/rtsi50628.2021.9597242","url":null,"abstract":"A robust, versatile, on-demand incremental Analog to Digital converter for space exploration spectroscopy on satellites has been developed and characterized. The main application of the proposed circuit is the detection of X and Gamma rays in space within the THESEUS exploration mission, whose aim is a deeper investigation of high energy transient phenomena over the complete universe history. This investigation can be carried out thanks to multiple instruments on different satellites, which require a smart synchronization among the modules. The on-demand conversion of the proposed ADC avoids hysteretic behavior over different samples processing, requirement fundamental in spectroscopic applications, which also leads to power consumption reduction operating the converter only when necessary. Finally, since the ADC will be employed in a dual-mode front-to-back-end circuit for X and Gamma detection, it must exhibit maximum flexibility and re-configurability. The presented ADC is one of the key-modules of the core ASIC of the THESEUS mission called ORION, thus particular focus has been also given to reliability and robustness.","PeriodicalId":294628,"journal":{"name":"2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127904834","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

A supervised machine learning framework for smart tires 智能轮胎的监督机器学习框架

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI) Pub Date : 2021-09-06 DOI: 10.1109/rtsi50628.2021.9597342

S. Strano, M. Terzo, C. Tordela

引用次数: 2

Towards Privacy Preservation in Internet of Drones 无人机互联网中的隐私保护研究

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI) Pub Date : 2021-09-06 DOI: 10.1109/rtsi50628.2021.9597324

V. O. Nyangaresi, Mohammed A. Morsy

引用次数: 11

An Exploratory Review of Malaysian E-Commerce Merchants and Their Readiness in Adopting Business Analytics Models for Assessment of Business KPIs 马来西亚电子商务商家的探索性审查和他们准备采用业务分析模型评估业务kpi

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI) Pub Date : 2021-09-06 DOI: 10.1109/rtsi50628.2021.9597241

Zhi-Her Teh, C. Lim, Sien Chen

{"title":"An Exploratory Review of Malaysian E-Commerce Merchants and Their Readiness in Adopting Business Analytics Models for Assessment of Business KPIs","authors":"Zhi-Her Teh, C. Lim, Sien Chen","doi":"10.1109/rtsi50628.2021.9597241","DOIUrl":"https://doi.org/10.1109/rtsi50628.2021.9597241","url":null,"abstract":"In recent years, E-commerce business has become the norm in Malaysia, especially since the outbreak of the Covid-19 pandemic, with increasing number of small and medium enterprises (SMEs) joining in. As more and more Malaysian business merchants jumped onto the bandwagon, most of them only managed to setup basic websites, with basic databases to store transactional and customer data. However, when the merchants needed to further analyze customer purchasing patterns or any other aspects of demographic behavior, they found that it could not be done due to missing or incomplete data. Therefore, the objective of this research was to explore the current readiness of the merchants' data collection policies in taking advantage of business analytics. A study was conducted to review the data privacy policies of 32 E-commerce merchants to understand the types of data collected by the merchants. Furthermore, mapping was done to check on whether the collected data is sufficient enough to apply in specific analytical models to review the churn rate, conversion rate and customer lifetime value of the E-commerce customers. The study showed that most merchants had only collected enough information to conduct basic business analytics. As a result, this exploratory study managed to devise a data analytic model, with the relevant data types, that can be used by E-commerce merchants to collect and leverage data to conduct more in-depth analytics to better understand their customers.","PeriodicalId":294628,"journal":{"name":"2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116217412","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

A Critical Review of Photonic Opportunities within Autonomous Vehicles Transport System 自动驾驶汽车运输系统中光子机会的关键回顾

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI) Pub Date : 2021-09-06 DOI: 10.1109/rtsi50628.2021.9597361

A. Redmond

引用次数: 1

On How FPGAs are Changing the Computer Security Panorama: An Educational Survey fpga如何改变计算机安全全景:一项教育调查

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI) Pub Date : 2021-09-06 DOI: 10.1109/rtsi50628.2021.9597337

G. Gerometta, Davide Conficconi, M. Santambrogio

引用次数: 1

A QKeras Neural Network Zoo for Deeply Quantized Imaging 深度量化成像的QKeras神经网络动物园

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI) Pub Date : 2021-09-06 DOI: 10.1109/rtsi50628.2021.9597341

F. Loro, D. Pau, V. Tomaselli

引用次数: 2

RFID-Based Localization Enables a Smart System for Worker Safety 基于rfid的本地化使工人安全的智能系统成为可能

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI) Pub Date : 2021-09-06 DOI: 10.1109/rtsi50628.2021.9597296

A. Buffi, Fabio Bernardini, P. Nepa, M. Marracci, B. Tellini, L. D. Donato, M. Pirozzi, Laura Tomassini, Alessandra Ferraro

引用次数: 7