Pub Date : 2022-01-01DOI: 10.1007/978-3-031-06527-9_33
María-Elena Fernández-García, Antonio Ros-Ros, Eloy Hontoria Hernández, A. Figueiras-Vidal, J. Sancho-Gómez
{"title":"Double-Layer Stacked Denoising Autoencoders for Regression","authors":"María-Elena Fernández-García, Antonio Ros-Ros, Eloy Hontoria Hernández, A. Figueiras-Vidal, J. Sancho-Gómez","doi":"10.1007/978-3-031-06527-9_33","DOIUrl":"https://doi.org/10.1007/978-3-031-06527-9_33","url":null,"abstract":"","PeriodicalId":73496,"journal":{"name":"International Work-Conference on the Interplay between Natural and Artificial Computation","volume":"85 1","pages":"337-345"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78241953","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 : 2022-01-01DOI: 10.1007/978-3-031-06242-1_1
Hengde Zhu, Jian Wang, Shuihua Wang, Yudong Zhang, J. Górriz
{"title":"ConvNet-CA: A Lightweight Attention-Based CNN for Brain Disease Detection","authors":"Hengde Zhu, Jian Wang, Shuihua Wang, Yudong Zhang, J. Górriz","doi":"10.1007/978-3-031-06242-1_1","DOIUrl":"https://doi.org/10.1007/978-3-031-06242-1_1","url":null,"abstract":"","PeriodicalId":73496,"journal":{"name":"International Work-Conference on the Interplay between Natural and Artificial Computation","volume":"55 1","pages":"3-12"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82737915","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 : 2022-01-01DOI: 10.1007/978-3-031-06242-1_15
A. Shoeibi, Navid Ghassemi, Jónathan Heras, M. Rezaei, J. Górriz
{"title":"Automatic Diagnosis of Myocarditis in Cardiac Magnetic Images Using CycleGAN and Deep PreTrained Models","authors":"A. Shoeibi, Navid Ghassemi, Jónathan Heras, M. Rezaei, J. Górriz","doi":"10.1007/978-3-031-06242-1_15","DOIUrl":"https://doi.org/10.1007/978-3-031-06242-1_15","url":null,"abstract":"","PeriodicalId":73496,"journal":{"name":"International Work-Conference on the Interplay between Natural and Artificial Computation","volume":"40 1","pages":"145-155"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89584417","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 : 2022-01-01DOI: 10.1007/978-3-031-06527-9_55
Belén Otero-Carrasco, Lucía Prieto Santamaría, Esther Ugarte Carro, Juan Pedro Caraça-Valente Hernández, A. R. González
{"title":"A Computational Drug Repositioning Method for Rare Diseases","authors":"Belén Otero-Carrasco, Lucía Prieto Santamaría, Esther Ugarte Carro, Juan Pedro Caraça-Valente Hernández, A. R. González","doi":"10.1007/978-3-031-06527-9_55","DOIUrl":"https://doi.org/10.1007/978-3-031-06527-9_55","url":null,"abstract":"","PeriodicalId":73496,"journal":{"name":"International Work-Conference on the Interplay between Natural and Artificial Computation","volume":"50 1","pages":"551-561"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90050542","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 : 2022-01-01DOI: 10.1007/978-3-031-06527-9_20
Miguel Jose Esteve Brotons, Miguel Angel de Miguel Cabello, J. G. Rodríguez
{"title":"Live TV Streaming Latency Measurement Using YOLO","authors":"Miguel Jose Esteve Brotons, Miguel Angel de Miguel Cabello, J. G. Rodríguez","doi":"10.1007/978-3-031-06527-9_20","DOIUrl":"https://doi.org/10.1007/978-3-031-06527-9_20","url":null,"abstract":"","PeriodicalId":73496,"journal":{"name":"International Work-Conference on the Interplay between Natural and Artificial Computation","volume":"59 1","pages":"203-212"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90372204","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 : 2022-01-01DOI: 10.1007/978-3-031-06527-9_9
Lis Arufe, R. Rasconi, A. Oddi, Ramiro Varela, Miguel A. González
{"title":"Compiling Single Round QCCP-X Quantum Circuits by Genetic Algorithm","authors":"Lis Arufe, R. Rasconi, A. Oddi, Ramiro Varela, Miguel A. González","doi":"10.1007/978-3-031-06527-9_9","DOIUrl":"https://doi.org/10.1007/978-3-031-06527-9_9","url":null,"abstract":"","PeriodicalId":73496,"journal":{"name":"International Work-Conference on the Interplay between Natural and Artificial Computation","volume":"5 1","pages":"88-97"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89850570","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 : 2022-01-01DOI: 10.1007/978-3-031-06527-9_17
Jose D. Fernández, Jorge García-González, Rafaela Benítez-Rochel, Miguel A. Molina-Cabello, Ezequiel López-Rubio
{"title":"Anomalous Trajectory Detection for Automated Traffic Video Surveillance","authors":"Jose D. Fernández, Jorge García-González, Rafaela Benítez-Rochel, Miguel A. Molina-Cabello, Ezequiel López-Rubio","doi":"10.1007/978-3-031-06527-9_17","DOIUrl":"https://doi.org/10.1007/978-3-031-06527-9_17","url":null,"abstract":"","PeriodicalId":73496,"journal":{"name":"International Work-Conference on the Interplay between Natural and Artificial Computation","volume":"8 1","pages":"173-182"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87263569","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 : 2022-01-01DOI: 10.1007/978-3-031-06527-9_38
Esther Fernández, F. J. Garrigós, J. Martínez, Irene Cases, M. Moreno, Luis Francisco Linares, Angel García, J. M. Ferrández, Eduardo Fernández
{"title":"A New Artificial Intelligence Approach for the Radiographic Classification of Sacroiliitis","authors":"Esther Fernández, F. J. Garrigós, J. Martínez, Irene Cases, M. Moreno, Luis Francisco Linares, Angel García, J. M. Ferrández, Eduardo Fernández","doi":"10.1007/978-3-031-06527-9_38","DOIUrl":"https://doi.org/10.1007/978-3-031-06527-9_38","url":null,"abstract":"","PeriodicalId":73496,"journal":{"name":"International Work-Conference on the Interplay between Natural and Artificial Computation","volume":"15 1","pages":"383-390"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87559731","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 : 2022-01-01DOI: 10.1007/978-3-031-06242-1_62
Halima Ettahiri, J. M. Ferrández, T. Fechtali
{"title":"EEG Signals in Mental Fatigue Detection: A Comparing Study of Machine Learning Technics VS Deep Learning","authors":"Halima Ettahiri, J. M. Ferrández, T. Fechtali","doi":"10.1007/978-3-031-06242-1_62","DOIUrl":"https://doi.org/10.1007/978-3-031-06242-1_62","url":null,"abstract":"","PeriodicalId":73496,"journal":{"name":"International Work-Conference on the Interplay between Natural and Artificial Computation","volume":"72 1","pages":"625-633"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86331409","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 : 2022-01-01DOI: 10.1007/978-3-031-06242-1_55
M. Rodriguez-Sampaio, M. Rincón, Sonia Valladares‐Rodriguez, M. Bachiller-Mayoral
{"title":"Explainable Artificial Intelligence to Detect Breast Cancer: A Qualitative Case-Based Visual Interpretability Approach","authors":"M. Rodriguez-Sampaio, M. Rincón, Sonia Valladares‐Rodriguez, M. Bachiller-Mayoral","doi":"10.1007/978-3-031-06242-1_55","DOIUrl":"https://doi.org/10.1007/978-3-031-06242-1_55","url":null,"abstract":"","PeriodicalId":73496,"journal":{"name":"International Work-Conference on the Interplay between Natural and Artificial Computation","volume":"126 1","pages":"557-566"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87645980","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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