Pub Date : 2024-06-06DOI: 10.1080/08839514.2024.2364145
Mabrook S. Al-Rakhami, Salman A. Alqahtani, Abdulaziz M. Alawwad
{"title":"Effective Skin Cancer Diagnosis Through Federated Learning and Deep Convolutional Neural Networks","authors":"Mabrook S. Al-Rakhami, Salman A. Alqahtani, Abdulaziz M. Alawwad","doi":"10.1080/08839514.2024.2364145","DOIUrl":"https://doi.org/10.1080/08839514.2024.2364145","url":null,"abstract":"","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141379772","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-06-05DOI: 10.1080/08839514.2024.2362511
Patrik Hric, Hamed Sabahno
{"title":"Developing Machine Learning-based Control Charts for Monitoring Different GLM-type Profiles With Different Link Functions","authors":"Patrik Hric, Hamed Sabahno","doi":"10.1080/08839514.2024.2362511","DOIUrl":"https://doi.org/10.1080/08839514.2024.2362511","url":null,"abstract":"","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141386033","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-31DOI: 10.1080/08839514.2024.2360283
Jessica N.A Campbell, Martha Dais Ferreira, Anthony W. Isenor
Machine learning (ML) models often require large volumes of data to learn a given task. However, access and existence of training data can be difficult to acquire due to privacy laws and availabili...
{"title":"Generation of Vessel Track Characteristics Using a Conditional Generative Adversarial Network (CGAN)","authors":"Jessica N.A Campbell, Martha Dais Ferreira, Anthony W. Isenor","doi":"10.1080/08839514.2024.2360283","DOIUrl":"https://doi.org/10.1080/08839514.2024.2360283","url":null,"abstract":"Machine learning (ML) models often require large volumes of data to learn a given task. However, access and existence of training data can be difficult to acquire due to privacy laws and availabili...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141527166","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-30DOI: 10.1080/08839514.2024.2357925
Published in Applied Artificial Intelligence: An International Journal (Vol. 38, No. 1, 2024)
发表于《应用人工智能》：国际期刊》（第 38 卷第 1 期，2024 年）
{"title":"Statement of Retraction","authors":"","doi":"10.1080/08839514.2024.2357925","DOIUrl":"https://doi.org/10.1080/08839514.2024.2357925","url":null,"abstract":"Published in Applied Artificial Intelligence: An International Journal (Vol. 38, No. 1, 2024)","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141527167","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-25DOI: 10.1080/08839514.2024.2358661
Tesfahun Berhane, Tamiru Melese, Abdu Mohammed Seid
Peer-to-Peer systems are still in the early stages of development when it comes to the processing of credit and the appraisal of the risk associated with it. In this study, we used a hybrid convolu...
{"title":"Performance Evaluation of Hybrid Machine Learning Algorithms for Online Lending Credit Risk Prediction","authors":"Tesfahun Berhane, Tamiru Melese, Abdu Mohammed Seid","doi":"10.1080/08839514.2024.2358661","DOIUrl":"https://doi.org/10.1080/08839514.2024.2358661","url":null,"abstract":"Peer-to-Peer systems are still in the early stages of development when it comes to the processing of credit and the appraisal of the risk associated with it. In this study, we used a hybrid convolu...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141172334","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-24DOI: 10.1080/08839514.2024.2355760
Karri Karthik, Manjunatha Mahadevappa
This paper presents an optimization technique for the number of training epochs needed for deep learning models. The proposed method eliminates the need for separate validation data and significant...
{"title":"Entropy-based deep neural network training optimization for optical coherence tomography imaging","authors":"Karri Karthik, Manjunatha Mahadevappa","doi":"10.1080/08839514.2024.2355760","DOIUrl":"https://doi.org/10.1080/08839514.2024.2355760","url":null,"abstract":"This paper presents an optimization technique for the number of training epochs needed for deep learning models. The proposed method eliminates the need for separate validation data and significant...","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141172422","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-24DOI: 10.1080/08839514.2024.2358654
Ibrahim Omodamilola, Abdullahi Umar Ibrahim, Suleiman Asir, Fadi M. Al-Turjman
{"title":"Applied Artificial Intelligence and Prospect of Internet of Everything (IoE) for the Detection of Tuberculosis","authors":"Ibrahim Omodamilola, Abdullahi Umar Ibrahim, Suleiman Asir, Fadi M. Al-Turjman","doi":"10.1080/08839514.2024.2358654","DOIUrl":"https://doi.org/10.1080/08839514.2024.2358654","url":null,"abstract":"","PeriodicalId":8260,"journal":{"name":"Applied Artificial Intelligence","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141100008","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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