Pub Date : 2023-05-24DOI: 10.1007/s00354-023-00219-0
Akimasa Morihata
{"title":"When does 0–1 Principle Hold for Prefix Sums?","authors":"Akimasa Morihata","doi":"10.1007/s00354-023-00219-0","DOIUrl":"https://doi.org/10.1007/s00354-023-00219-0","url":null,"abstract":"","PeriodicalId":54726,"journal":{"name":"New Generation Computing","volume":"41 1","pages":"523 - 531"},"PeriodicalIF":2.6,"publicationDate":"2023-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45043003","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 : 2023-05-15DOI: 10.1007/s00354-023-00222-5
T Vijayanandh, A Shenbagavalli
Nowadays, COVID severity prediction has attracted widely in medical research because of the disease severity. Hence, the image processing application is also utilized to analyze COVID severity identification using lungs X-ray images. Thus, several intelligent schemes were employed to detect the COVID-affected part of the lungs X-ray images. However, the traditional neural approaches reported less severity classification accuracy due to the image complexity score. So, the present study has presented a novel chimp-based Adaboost Severity Analysis (CbASA) implemented in the MATLAB environment. Hence, the lung's X-ray images are utilized to test the working performance of the designed model. All public imaging data sources contain more noisy features, so the noise features are removed in the initial hidden layer of the novel CbASA then the noise-free data is imported into the classification phase. Feature extraction, segmentation, and severity specification have been performed in the classification layer. Finally, the performance of the classification score has been measured and compared with other models. Subsequently, the presented novel CbASA has earned the finest classification outcome.
{"title":"A Hybrid Deep Neural Approach for Segmenting the COVID Affection Area from the Lungs X-Ray Images.","authors":"T Vijayanandh, A Shenbagavalli","doi":"10.1007/s00354-023-00222-5","DOIUrl":"10.1007/s00354-023-00222-5","url":null,"abstract":"<p><p>Nowadays, COVID severity prediction has attracted widely in medical research because of the disease severity. Hence, the image processing application is also utilized to analyze COVID severity identification using lungs X-ray images. Thus, several intelligent schemes were employed to detect the COVID-affected part of the lungs X-ray images. However, the traditional neural approaches reported less severity classification accuracy due to the image complexity score. So, the present study has presented a novel chimp-based Adaboost Severity Analysis (CbASA) implemented in the MATLAB environment. Hence, the lung's X-ray images are utilized to test the working performance of the designed model. All public imaging data sources contain more noisy features, so the noise features are removed in the initial hidden layer of the novel CbASA then the noise-free data is imported into the classification phase. Feature extraction, segmentation, and severity specification have been performed in the classification layer. Finally, the performance of the classification score has been measured and compared with other models. Subsequently, the presented novel CbASA has earned the finest classification outcome.</p>","PeriodicalId":54726,"journal":{"name":"New Generation Computing","volume":" ","pages":"1-20"},"PeriodicalIF":2.6,"publicationDate":"2023-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10184644/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10092935","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-04-20DOI: 10.1007/s00354-023-00216-3
Mariusz Mulka
{"title":"Asymptotic Time Complexity of Identification of Basic-level","authors":"Mariusz Mulka","doi":"10.1007/s00354-023-00216-3","DOIUrl":"https://doi.org/10.1007/s00354-023-00216-3","url":null,"abstract":"","PeriodicalId":54726,"journal":{"name":"New Generation Computing","volume":"41 1","pages":"445 - 473"},"PeriodicalIF":2.6,"publicationDate":"2023-04-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43890022","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 : 2023-04-04DOI: 10.1007/s00354-023-00215-4
B. Rajita, Pranay Tarigopula, Phanindra Ramineni, Ashank Sharma, S. Panda
{"title":"Application of Evolutionary Algorithms in Social Networks: A Comparative Machine Learning Perspective","authors":"B. Rajita, Pranay Tarigopula, Phanindra Ramineni, Ashank Sharma, S. Panda","doi":"10.1007/s00354-023-00215-4","DOIUrl":"https://doi.org/10.1007/s00354-023-00215-4","url":null,"abstract":"","PeriodicalId":54726,"journal":{"name":"New Generation Computing","volume":"1 1","pages":"1-44"},"PeriodicalIF":2.6,"publicationDate":"2023-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45420798","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 : 2023-03-27DOI: 10.1007/s00354-023-00210-9
Vivek Yoganand Anbalagan, S. Rajasekaran, T. D. Rajeeve
{"title":"A Novel ORLLTMLP-Based Attack Detection and Blockchain-Aware Security Framework Using LCTFA in Smart City Applications","authors":"Vivek Yoganand Anbalagan, S. Rajasekaran, T. D. Rajeeve","doi":"10.1007/s00354-023-00210-9","DOIUrl":"https://doi.org/10.1007/s00354-023-00210-9","url":null,"abstract":"","PeriodicalId":54726,"journal":{"name":"New Generation Computing","volume":"41 1","pages":"315 - 342"},"PeriodicalIF":2.6,"publicationDate":"2023-03-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44012749","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 : 2023-03-18DOI: 10.1007/s00354-023-00208-3
Hassen Mohamed Kerkache, Lamia Sadeg-Belkacem, F. B. Tayeb
{"title":"Similarity-Based Hybrid Algorithms for Link Prediction Problem in Social Networks","authors":"Hassen Mohamed Kerkache, Lamia Sadeg-Belkacem, F. B. Tayeb","doi":"10.1007/s00354-023-00208-3","DOIUrl":"https://doi.org/10.1007/s00354-023-00208-3","url":null,"abstract":"","PeriodicalId":54726,"journal":{"name":"New Generation Computing","volume":"41 1","pages":"281 - 314"},"PeriodicalIF":2.6,"publicationDate":"2023-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44280831","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 : 2023-03-14DOI: 10.1007/s00354-023-00214-5
E. Bojnordi, S. J. Mousavirad, Mahdi Pedram, G. Schaefer, D. Oliva
{"title":"Improving the Generalisation Ability of Neural Networks Using a Lévy Flight Distribution Algorithm for Classification Problems","authors":"E. Bojnordi, S. J. Mousavirad, Mahdi Pedram, G. Schaefer, D. Oliva","doi":"10.1007/s00354-023-00214-5","DOIUrl":"https://doi.org/10.1007/s00354-023-00214-5","url":null,"abstract":"","PeriodicalId":54726,"journal":{"name":"New Generation Computing","volume":"41 1","pages":"225 - 242"},"PeriodicalIF":2.6,"publicationDate":"2023-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48297152","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 : 2023-03-01DOI: 10.1007/s00354-023-00205-6
Y. Matsuo, R. Ichise, Yoji Kiyota
{"title":"New Generation Computing Becomes the Official Journal of the Japanese Society for Artificial Intelligence","authors":"Y. Matsuo, R. Ichise, Yoji Kiyota","doi":"10.1007/s00354-023-00205-6","DOIUrl":"https://doi.org/10.1007/s00354-023-00205-6","url":null,"abstract":"","PeriodicalId":54726,"journal":{"name":"New Generation Computing","volume":"41 1","pages":"1-2"},"PeriodicalIF":2.6,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42846683","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 : 2023-03-01DOI: 10.1007/s00354-023-00207-4
Santosh Kumar Sahoo, G. Palai, Baraa Riyadh Altahan, S. Ahammad, P. P. Priya, M. Hossain, A. Rashed
{"title":"Correction to: An Optimized Deep Learning Approach for the Prediction of Social Distance Among Individuals in Public Places During Pandemic","authors":"Santosh Kumar Sahoo, G. Palai, Baraa Riyadh Altahan, S. Ahammad, P. P. Priya, M. Hossain, A. Rashed","doi":"10.1007/s00354-023-00207-4","DOIUrl":"https://doi.org/10.1007/s00354-023-00207-4","url":null,"abstract":"","PeriodicalId":54726,"journal":{"name":"New Generation Computing","volume":"41 1","pages":"187-188"},"PeriodicalIF":2.6,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44832251","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 : 2023-02-18DOI: 10.1007/s00354-023-00204-7
F. Şentürk, V. Aytaç
{"title":"Correction to: A Graph‑Based Ontology Matching Framework","authors":"F. Şentürk, V. Aytaç","doi":"10.1007/s00354-023-00204-7","DOIUrl":"https://doi.org/10.1007/s00354-023-00204-7","url":null,"abstract":"","PeriodicalId":54726,"journal":{"name":"New Generation Computing","volume":"41 1","pages":"185"},"PeriodicalIF":2.6,"publicationDate":"2023-02-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48658169","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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