International Journal of Computing and Digital Systems最新文献_第7页

Mitigating Data Variability and Overfitting in Deep LearningModels for Atrial Fibrillation Detection Using Single-LeadECGs 缓解深度学习模型中的数据变异性和过拟合，利用单导联电子病历检测心房颤动

International Journal of Computing and Digital Systems Pub Date : 2024-06-01 DOI: 10.12785/ijcds/1501120

Khadidja Benchaira, Salim Bitam, Zineb Djihane Agli

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Efficient Heuristics for Timetabling Scheduling in Blended Learning 混合式学习中时间安排的高效启发式方法

International Journal of Computing and Digital Systems Pub Date : 2024-06-01 DOI: 10.12785/ijcds/1501124

Mohamed Jarraya

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Mapping Crop Types At a 10 m Scale Using Sentinel-2 Data and Machine Learning Methods 利用哨兵-2 数据和机器学习方法绘制 10 米尺度的作物类型图

International Journal of Computing and Digital Systems Pub Date : 2024-06-01 DOI: 10.12785/ijcds/1501123

Atiya Khan, Chandrashekhar H. Patil, Amol D. Vibhute, Shankar Mali

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Analytical Comparison On Detection Of Sarcasm UsingMachine Learning And Deep Learning Techniques 使用机器学习和深度学习技术检测讽刺语言的分析比较

International Journal of Computing and Digital Systems Pub Date : 2024-05-01 DOI: 10.12785/ijcds/1501114

Ameya Parkar, Rajni Bhalla

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Phishing Website Classification using Machine Learning withDifferent Datasets 利用机器学习对不同数据集进行钓鱼网站分类

International Journal of Computing and Digital Systems Pub Date : 2024-05-01 DOI: 10.12785/ijcds/1501115

Habiba Bouijij, A. Berqia

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Performance Evaluation of Deep Learning Models for FaceExpression Recognition 深度学习模型在人脸表情识别中的性能评估

International Journal of Computing and Digital Systems Pub Date : 2024-05-01 DOI: 10.12785/ijcds/1501117

Raed Ibrahim Khaleel Almsari, Abbas Hussein Miry, Tariq M. Salman

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DecentraLend: A Blockchain-based Monetization forDecentralized Lending System DecentraLend：基于区块链的去中心化借贷货币化系统

International Journal of Computing and Digital Systems Pub Date : 2024-05-01 DOI: 10.12785/ijcds/1501118

Mostofa Kamal Rasel, Mahamudul Hasan, Mohammad Rifat Ahmmad Rashid, Md Hasanul Ferdaus, Mohammad Manzurul Islam, Md Sawkat Ali, Maheen Islam, Md Ariful Islam

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Human Detection in Clear and Hazy Weather Based onTransfer Learning With Improved INRIA Dataset Annotation 基于迁移学习和改进的 INRIA 数据集注释的晴朗和阴霾天气下的人体检测

International Journal of Computing and Digital Systems Pub Date : 2024-05-01 DOI: 10.12785/ijcds/1501119

Yassine Bouafia, Larbi Guezouli, Hicham Lakhlef

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Real-time Speech-based Intoxication Detection System: VowelBiomarker Analysis with Artificial Neural Networks 基于语音的实时醉酒检测系统：利用人工神经网络进行元音生物标记分析

International Journal of Computing and Digital Systems Pub Date : 2024-05-01 DOI: 10.12785/ijcds/1501116

Panduranga Vital Terlapu, Ram Prasad Reddy Sadi

{"title":"Real-time Speech-based Intoxication Detection System: Vowel\u0000Biomarker Analysis with Artificial Neural Networks","authors":"Panduranga Vital Terlapu, Ram Prasad Reddy Sadi","doi":"10.12785/ijcds/1501116","DOIUrl":"https://doi.org/10.12785/ijcds/1501116","url":null,"abstract":": Alcohol consumption can lead to vocal health risks and long-term health issues for individuals. The paper introduces a novel dataset that analyzes vowel vocalizations to detect early alcohol consumption. This study examines hidden parameters in vowel sounds, such as frequency, jitters, shimmer, and harmonic ratio, which can identify individuals who consume alcohol. It aims to identify subtle vocal patterns that serve as markers for alcohol consumption. This study analyzed 509 vowel vocalizations from 290 records of 46 alcohol-consuming individuals and 219 non-drinkers aged 22–34. The study used intelligent machine learning models and Incremental Hidden Layer Neurons Artificial Neural Networks (IHLN-ANNs) with Back-propagation to identify patterns indicative of alcohol consumption. The Random Forest (RF) model achieved 95.3% accuracy, while the BP-ANNs model showed 99.4% accuracy with five neurons in a hidden layer. The findings could be applied to developing smartphone applications to provide timely alerts and cautionary measures for alcohol consumption, reducing accident risks. The study highlights voice analysis’s potential as a non-invasive and cost-e ff ective tool for identifying alcohol consumers, o ff ering potential avenues for future public health initiatives.","PeriodicalId":37180,"journal":{"name":"International Journal of Computing and Digital Systems","volume":"99 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141052341","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

Blockchain Technology and Virtual Asset Accounting in theMetaverse: A Comprehensive Review of Future Directions 区块链技术和虚拟资产会计：未来发展方向综述

International Journal of Computing and Digital Systems Pub Date : 2024-04-06 DOI: 10.12785/ijcds/1501113

Ahmad AL-Hawamleh, Marwan Altarawneh, Heba Hikal, Alya Elfedawy

{"title":"Blockchain Technology and Virtual Asset Accounting in the\u0000Metaverse: A Comprehensive Review of Future Directions","authors":"Ahmad AL-Hawamleh, Marwan Altarawneh, Heba Hikal, Alya Elfedawy","doi":"10.12785/ijcds/1501113","DOIUrl":"https://doi.org/10.12785/ijcds/1501113","url":null,"abstract":": This research focuses on the metaverse’s evolving trend and the potential application of blockchain technology in the accounting of virtual assets in this digital domain. The metaverse introduces a new economy in which users may earn real-world revenue through virtual activities, necessitating the need for e ffi cient and dependable virtual asset accounting. Blockchain technology, with its decentralized and immutable record, appears to be a viable answer to these problems. This paper discusses the present status of blockchain technology for accounting for virtual assets in the metaverse as well as its potential role for businesses and the economy. It also determines the technology’s issues and limits and makes recommendations for further development. The approach of this study is based on a comprehensive review of the existing literature on the interactions between blockchain technology, virtual asset accounting, and the metaverse. The findings indicate that blockchain technology has the potential to transform virtual asset accounting in the metaverse by improving security, transparency, and consistency. However, scalability and legal / regulatory issues must be overcome before it can completely achieve its promise. Accounting experts, developers, and stakeholders interested in the convergence of blockchain technology and the metaverse economy will find this paper useful.","PeriodicalId":37180,"journal":{"name":"International Journal of Computing and Digital Systems","volume":"42 18","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140733845","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