Pub Date : 1900-01-01DOI: 10.32604/cmc.2022.026131
Areej A. Malibari, R. Alshahrani, Fahd N Al-Wesabi, Siwar Ben haj hassine, Mimouna Abdullah Alkhonaini, Anwer Mustafa Hilal
{"title":"Artificial Intelligence Based Prostate Cancer Classification Model Using Biomedical Images","authors":"Areej A. Malibari, R. Alshahrani, Fahd N Al-Wesabi, Siwar Ben haj hassine, Mimouna Abdullah Alkhonaini, Anwer Mustafa Hilal","doi":"10.32604/cmc.2022.026131","DOIUrl":"https://doi.org/10.32604/cmc.2022.026131","url":null,"abstract":"","PeriodicalId":329824,"journal":{"name":"Computers, Materials & Continua","volume":"22 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":"117059439","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}
Pub Date : 1900-01-01DOI: 10.32604/cmc.2023.034726
M. Sharifpur, M. Salem, Yonis M Buswig, Habib Forootan Fard, J. Rungamornrat
: Residential sector is one of the energy-consuming districts of countries that causes CO 2 emission in large extent. In this regard, this sector must be considered in energy policy making related to the reduction of emission of CO 2 and other greenhouse gases. In the present work, CO 2 emission related to the residential sector of three countries, including Indonesia, Thailand, and Vietnam in Southeast Asia, are discussed and modeled by employing Group Method of Data Handling (GMDH) and Multilayer Perceptron (MLP) neural networks as powerful intelligent methods. Prior to modeling, data related to the energy consumption of these countries are represented, discussed, and analyzed. Subsequently, to propose a model, electricity, natural gas, coal, and oil products consumptions are applied as inputs, and CO 2 emission is considered as the model’s output. The obtained R 2 values for the generated models based on MLP and GMDH are 0.9987 and 0.9985, respectively. Furthermore, values of the Average Absolute Relative Deviation (AARD) of the regressions using the mentioned techniques are around 4.56% and 5.53%, respectively. These values reveal significant exactness of the models proposed in this article; however, making use of MLP with the optimal architecture would lead to higher accuracy.
{"title":"Modeling CO2 Emission in Residential Sector of Three Countries in Southeast of Asia by Applying Intelligent Techniques","authors":"M. Sharifpur, M. Salem, Yonis M Buswig, Habib Forootan Fard, J. Rungamornrat","doi":"10.32604/cmc.2023.034726","DOIUrl":"https://doi.org/10.32604/cmc.2023.034726","url":null,"abstract":": Residential sector is one of the energy-consuming districts of countries that causes CO 2 emission in large extent. In this regard, this sector must be considered in energy policy making related to the reduction of emission of CO 2 and other greenhouse gases. In the present work, CO 2 emission related to the residential sector of three countries, including Indonesia, Thailand, and Vietnam in Southeast Asia, are discussed and modeled by employing Group Method of Data Handling (GMDH) and Multilayer Perceptron (MLP) neural networks as powerful intelligent methods. Prior to modeling, data related to the energy consumption of these countries are represented, discussed, and analyzed. Subsequently, to propose a model, electricity, natural gas, coal, and oil products consumptions are applied as inputs, and CO 2 emission is considered as the model’s output. The obtained R 2 values for the generated models based on MLP and GMDH are 0.9987 and 0.9985, respectively. Furthermore, values of the Average Absolute Relative Deviation (AARD) of the regressions using the mentioned techniques are around 4.56% and 5.53%, respectively. These values reveal significant exactness of the models proposed in this article; however, making use of MLP with the optimal architecture would lead to higher accuracy.","PeriodicalId":329824,"journal":{"name":"Computers, Materials & Continua","volume":"23 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":"117146338","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}
{"title":"A Novel S-Box Generation Methodology Based on the Optimized GAN Model","authors":"Runlian Zhang, Rui Shu, Yongzhuang Wei, Hailong Zhang, Xiaonian Wu","doi":"10.32604/cmc.2023.041187","DOIUrl":"https://doi.org/10.32604/cmc.2023.041187","url":null,"abstract":",","PeriodicalId":329824,"journal":{"name":"Computers, Materials & Continua","volume":"12 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":"117191000","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}
Pub Date : 1900-01-01DOI: 10.32604/cmc.2023.031133
Yeonwoo Lee
{"title":"Energy Management System with Power Offering Strategy for a Microgrid Integrated VPP","authors":"Yeonwoo Lee","doi":"10.32604/cmc.2023.031133","DOIUrl":"https://doi.org/10.32604/cmc.2023.031133","url":null,"abstract":"","PeriodicalId":329824,"journal":{"name":"Computers, Materials & Continua","volume":"72 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":"127134485","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}
Pub Date : 1900-01-01DOI: 10.32604/cmc.2023.034505
Xuyan Song, Yiting Qin, Xinyao Liu, Baojiang Cui, Junsong Fu
{"title":"JShellDetector: A Java Fileless Webshell Detector Based on Program Analysis","authors":"Xuyan Song, Yiting Qin, Xinyao Liu, Baojiang Cui, Junsong Fu","doi":"10.32604/cmc.2023.034505","DOIUrl":"https://doi.org/10.32604/cmc.2023.034505","url":null,"abstract":"","PeriodicalId":329824,"journal":{"name":"Computers, Materials & Continua","volume":"24 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":"127144953","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}
Pub Date : 1900-01-01DOI: 10.32604/cmc.2023.039413
Lina Al-joudi, Muhammad Arif
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{"title":"Classification of Human Protein in Multiple Cells Microscopy Images Using燙NN","authors":"Lina Al-joudi, Muhammad Arif","doi":"10.32604/cmc.2023.039413","DOIUrl":"https://doi.org/10.32604/cmc.2023.039413","url":null,"abstract":".","PeriodicalId":329824,"journal":{"name":"Computers, Materials & Continua","volume":"58 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":"127225747","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}
Pub Date : 1900-01-01DOI: 10.32604/cmc.2023.031406
M. Jamei, N. Bailek, K. Bouchouicha, Muhammed A. Hassan, A. Elbeltagi, Alban Kuriqi, Nadhir Al-Ansar, J. Almorox, El-Sayed M. El-kenawy
{"title":"Data-Driven Models for Predicting Solar Radiation in Semi-Arid Regions","authors":"M. Jamei, N. Bailek, K. Bouchouicha, Muhammed A. Hassan, A. Elbeltagi, Alban Kuriqi, Nadhir Al-Ansar, J. Almorox, El-Sayed M. El-kenawy","doi":"10.32604/cmc.2023.031406","DOIUrl":"https://doi.org/10.32604/cmc.2023.031406","url":null,"abstract":"","PeriodicalId":329824,"journal":{"name":"Computers, Materials & Continua","volume":"84 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":"124741157","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}
Pub Date : 1900-01-01DOI: 10.32604/cmc.2022.023553
Ayesha Arif, Yazeed Yasin Ghadi, Mohammed Alarfaj, A. Jalal, S. Kamal, Dong-Seong Kim
{"title":"Human Pose Estimation and Object Interaction for Sports Behaviour","authors":"Ayesha Arif, Yazeed Yasin Ghadi, Mohammed Alarfaj, A. Jalal, S. Kamal, Dong-Seong Kim","doi":"10.32604/cmc.2022.023553","DOIUrl":"https://doi.org/10.32604/cmc.2022.023553","url":null,"abstract":"","PeriodicalId":329824,"journal":{"name":"Computers, Materials & Continua","volume":"84 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":"124862164","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}
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