Pub Date : 2022-01-01DOI: 10.1007/978-3-031-01333-1_28
T. Villmann, Daniel Staps, Jensun Ravichandran, S. Saralajew, M. Biehl, M. Kaden
{"title":"A Learning Vector Quantization Architecture for Transfer Learning Based Classification in Case of Multiple Sources by Means of Null-Space Evaluation","authors":"T. Villmann, Daniel Staps, Jensun Ravichandran, S. Saralajew, M. Biehl, M. Kaden","doi":"10.1007/978-3-031-01333-1_28","DOIUrl":"https://doi.org/10.1007/978-3-031-01333-1_28","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"17 1","pages":"354-364"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78384772","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: 10.1007/978-3-031-01333-1_6
Y. Elloumi, N. Abroug, M. Hedi
{"title":"End-to-End Mobile System for Diabetic Retinopathy Screening Based on Lightweight Deep Neural Network","authors":"Y. Elloumi, N. Abroug, M. Hedi","doi":"10.1007/978-3-031-01333-1_6","DOIUrl":"https://doi.org/10.1007/978-3-031-01333-1_6","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"15 1","pages":"66-77"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84806514","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":"Detection and Multi-label Classification of Bats","authors":"Lucile Dierckx, Mélanie Beauvois, Siegfried Nijssen","doi":"10.1007/978-3-031-01333-1_5","DOIUrl":"https://doi.org/10.1007/978-3-031-01333-1_5","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"31 1","pages":"53-65"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79714442","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: 10.1007/978-3-031-01333-1_22
Nirbhaya Shaji, J. Gama, Rita P. Ribeiro, Pedro Gomes
{"title":"Bank Statements to Network Features: Extracting Features Out of Time Series Using Visibility Graph","authors":"Nirbhaya Shaji, J. Gama, Rita P. Ribeiro, Pedro Gomes","doi":"10.1007/978-3-031-01333-1_22","DOIUrl":"https://doi.org/10.1007/978-3-031-01333-1_22","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"33 1","pages":"278-289"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85657085","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: 10.1007/978-3-031-01333-1_27
S. Veretennikov, Koen Minartz, Vlado Menkovski, Burcu Gumuscu, J. D. Boer
{"title":"Simulation of Scientific Experiments with Generative Models","authors":"S. Veretennikov, Koen Minartz, Vlado Menkovski, Burcu Gumuscu, J. D. Boer","doi":"10.1007/978-3-031-01333-1_27","DOIUrl":"https://doi.org/10.1007/978-3-031-01333-1_27","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"6 1","pages":"341-353"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80280246","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: 10.1007/978-3-031-01333-1_3
Yann Dauxais, Urchade Zaratiana, Matthieu Laneuville, Simon David Hernandez, Pierre Holat, Charlie Grosman
{"title":"Towards Automation of Topic Taxonomy Construction","authors":"Yann Dauxais, Urchade Zaratiana, Matthieu Laneuville, Simon David Hernandez, Pierre Holat, Charlie Grosman","doi":"10.1007/978-3-031-01333-1_3","DOIUrl":"https://doi.org/10.1007/978-3-031-01333-1_3","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"50 1","pages":"26-38"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85372228","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: 10.1007/978-3-031-01333-1_17
Toyah Overton, A. Tucker, Tim James, Dimitar Hristozov
{"title":"dunXai: DO-U-Net for Explainable (Multi-label) Image Classification - Applications to Biomedical Images","authors":"Toyah Overton, A. Tucker, Tim James, Dimitar Hristozov","doi":"10.1007/978-3-031-01333-1_17","DOIUrl":"https://doi.org/10.1007/978-3-031-01333-1_17","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"116 1","pages":"212-224"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78161136","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: 10.1007/978-3-031-01333-1_1
E. Antonenko, J. Read
{"title":"Multi-modal Ensembles of Regressor Chains for Multi-output Prediction","authors":"E. Antonenko, J. Read","doi":"10.1007/978-3-031-01333-1_1","DOIUrl":"https://doi.org/10.1007/978-3-031-01333-1_1","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"37 1","pages":"1-13"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78736579","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: 10.1007/978-3-031-01333-1_30
Wen-Chi Yang, Arcchit Jain, L. D. Raedt, Wannes Meert
{"title":"Parameter Learning in ProbLog with Annotated Disjunctions","authors":"Wen-Chi Yang, Arcchit Jain, L. D. Raedt, Wannes Meert","doi":"10.1007/978-3-031-01333-1_30","DOIUrl":"https://doi.org/10.1007/978-3-031-01333-1_30","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"7 1","pages":"378-391"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82315735","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: 10.1007/978-3-031-01333-1_24
Nádia Soares, João F. Gonçalves, R. Vasconcelos, Rita P. Ribeiro
{"title":"Combining Multiple Data Sources to Predict IUCN Conservation Status of Reptiles","authors":"Nádia Soares, João F. Gonçalves, R. Vasconcelos, Rita P. Ribeiro","doi":"10.1007/978-3-031-01333-1_24","DOIUrl":"https://doi.org/10.1007/978-3-031-01333-1_24","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"61 1","pages":"302-314"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80595255","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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