International Journal of Advances in Applied Computational Intelligence最新文献_第3页

An Attentive Convolutional Recurrent Network for Fake News Detection 一种用于假新闻检测的细心卷积循环网络

International Journal of Advances in Applied Computational Intelligence Pub Date : 1900-01-01 DOI: 10.54216/ijaaci.020101

A. Sleem, Ibrahim Elhenawy

引用次数: 0

Opinion mining for Arabic dialect in social media: A systematic review 社交媒体中阿拉伯语方言的意见挖掘:系统回顾

International Journal of Advances in Applied Computational Intelligence Pub Date : 1900-01-01 DOI: 10.54216/ijaaci.010201

H. ., Ahmed A. Khamees, S. Salloum

引用次数: 0

A Multi-Layer Perceptron (MLP) Neural Networks for Stellar Classification: A Review of Methods and Results 一种用于恒星分类的多层感知器(MLP)神经网络:方法和结果综述

International Journal of Advances in Applied Computational Intelligence Pub Date : 1900-01-01 DOI: 10.54216/ijaaci.030203

A. H. Abdel-aziem, Tamer H. M. Soliman

{"title":"A Multi-Layer Perceptron (MLP) Neural Networks for Stellar Classification: A Review of Methods and Results","authors":"A. H. Abdel-aziem, Tamer H. M. Soliman","doi":"10.54216/ijaaci.030203","DOIUrl":"https://doi.org/10.54216/ijaaci.030203","url":null,"abstract":"The remarkable capacity of artificial intelligence (AI) to analyze enormous quantities of information and create precise forecasts has led to its growing prominence in the field of scientific Astrophysics. Stellar categorization is the process by which stars are sorted according to the characteristics revealed by their spectra. To analyze the star's electromagnetic radiation, a diffraction or prism screen separates it into a spectrum with an assortment of hues and spectral lines used to categorize the star. Star wavelengths are an extremely important piece of data for space-based photography studies. Employing data from over 100,000 cases and a variety of AI models, this study demonstrates how to categorize stellar properties as either a Galaxy or a Star. This paper used the multi-layer perceptron (MLP) neural network (NN) for stellar classification. The MLP is applied in 18 features. This paper showed the correlation between these features. This paper achieved 97% accuracy from the MLP model. This study compared various optimizers to show the best optimizer. The Adagrad optimizer is the best optimizer due to getting the highest validation accuracy.","PeriodicalId":166689,"journal":{"name":"International Journal of Advances in Applied Computational Intelligence","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133697563","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

The Digital Revolution in Trade Finance: Exploring The Impact of Smart Blockchain-Based Letters of Credit On E-business Transactions 贸易金融的数字革命:探索基于区块链的智能信用证对电子商务交易的影响

International Journal of Advances in Applied Computational Intelligence Pub Date : 1900-01-01 DOI: 10.54216/ijaaci.030105

Zenat Mohamed, Mahmoud M. Ismail, S. Zaki

{"title":"The Digital Revolution in Trade Finance: Exploring The Impact of Smart Blockchain-Based Letters of Credit On E-business Transactions","authors":"Zenat Mohamed, Mahmoud M. Ismail, S. Zaki","doi":"10.54216/ijaaci.030105","DOIUrl":"https://doi.org/10.54216/ijaaci.030105","url":null,"abstract":"This paper aims to explore the impact of Smart Blockchain-based Letters of Credit (BTLOC) on business transactions in the realm of trade finance. The involvement of a third party in business transactions often leads to complications such as process heterogeneity, increased complexity, information security risks, and higher costs. To address these challenges, this research proposes an innovative solution for activities dependent on third-party participation, specifically in the context of global trading. To provide a comprehensive understanding of this solution, the study employs business process modeling in a transaction scenario, offering a deeper insight into its mechanics. The implementation of platforms built upon blockchain technology (BT), and smart contracts has the potential to significantly reshape and streamline business procedures, thereby benefiting participants engaged in global trade. This research primarily focuses on investigating the theoretical aspects and feasibility of incorporating BT into global trade, considering a paradigm shift in the field. A novel BTLOC is introduced as a key element of the research, enabling the examination of its practicality. Additionally, we explore the applications of BTLOC in real case study of international Trading and explore its potential integration into trade finance processes. Through a multi-case analysis, this research contributes to the understanding of the paradigm shift facilitated by BT. The findings shed light on the future potential applications of blockchain in finance and serve as an illustrative example of the extended capabilities associated with financial processes.","PeriodicalId":166689,"journal":{"name":"International Journal of Advances in Applied Computational Intelligence","volume":"137 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124907496","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

Computational Intelligence for Automatic Detection Cardiac Arrhythmia from ECG Signals: Taxonomy and Open Issues 从心电信号自动检测心律失常的计算智能:分类和开放问题

International Journal of Advances in Applied Computational Intelligence Pub Date : 1900-01-01 DOI: 10.54216/ijaaci.020202

Reem Atassi, Fuad Alhosban, Milan Dordevic

引用次数: 0

Neutrosophic MCDM Model for Assessment Factors of Wearable Technological Devices to Reduce Risks and Increase Safety: Case Study in Education 可穿戴技术设备降低风险和提高安全性评估因素的中性MCDM模型:以教育为例

International Journal of Advances in Applied Computational Intelligence Pub Date : 1900-01-01 DOI: 10.54216/ijaaci.030104

A. Abdelhafeez, Myvizhi. M.

{"title":"Neutrosophic MCDM Model for Assessment Factors of Wearable Technological Devices to Reduce Risks and Increase Safety: Case Study in Education","authors":"A. Abdelhafeez, Myvizhi. M.","doi":"10.54216/ijaaci.030104","DOIUrl":"https://doi.org/10.54216/ijaaci.030104","url":null,"abstract":"This study investigates the feasibility of using wearable technologies in education to improve safety. This article explores how wearables may be used to improve school safety and wellness, as well as their advantages, disadvantages, and future potential. The article covers a wide range of wearable gadgets and their respective safety-related features, from smartwatches to location trackers to panic buttons and biometric sensors. Privacy issues, data security, user acceptability, and ethical considerations are only some of the problems and hazards discussed in this research on wearables in education. This study the neutrosophic set to deal with uncertain data. The neutrosophic set is integrated with the multi-criteria decision-making (MCDM) CRITIC method. The CRITIC method is used to compute the weights of factors and rank it. There are 15 factors used in this study. The case study is applied in the education field. Educators, technologists, and legislators all need to work together to guarantee the safe and effective use of wearable devices in schools, as shown by the study's findings. The article reiterates the importance of wearables and their potential to enhance safety measures in education before making the case for more studies, pilot programmers, and policy development to fully realize their promise.","PeriodicalId":166689,"journal":{"name":"International Journal of Advances in Applied Computational Intelligence","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129937894","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