Pub Date : 2020-09-02DOI: 10.1007/978-3-030-58309-5_1
P. Paysan, I. Peterlík, T. Roggen, Liangjia Zhu, C. Wessels, J. Schreier, M. Buchacek, S. Scheib
{"title":"Deep Learning Methods for Image Guidance in Radiation Therapy","authors":"P. Paysan, I. Peterlík, T. Roggen, Liangjia Zhu, C. Wessels, J. Schreier, M. Buchacek, S. Scheib","doi":"10.1007/978-3-030-58309-5_1","DOIUrl":"https://doi.org/10.1007/978-3-030-58309-5_1","url":null,"abstract":"","PeriodicalId":368838,"journal":{"name":"IAPR International Workshop on Artificial Neural Networks in Pattern Recognition","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134236340","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 : 2020-09-02DOI: 10.1007/978-3-030-58309-5_19
Gregory Gygax, Martin Schüle
{"title":"A Hybrid Deep Learning Approach for Forecasting Air Temperature","authors":"Gregory Gygax, Martin Schüle","doi":"10.1007/978-3-030-58309-5_19","DOIUrl":"https://doi.org/10.1007/978-3-030-58309-5_19","url":null,"abstract":"","PeriodicalId":368838,"journal":{"name":"IAPR International Workshop on Artificial Neural Networks in Pattern Recognition","volume":"214 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122221357","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 : 2020-09-02DOI: 10.1007/978-3-030-58309-5_6
C. Senn, I. Kumazawa
{"title":"Abstract Echo State Networks","authors":"C. Senn, I. Kumazawa","doi":"10.1007/978-3-030-58309-5_6","DOIUrl":"https://doi.org/10.1007/978-3-030-58309-5_6","url":null,"abstract":"","PeriodicalId":368838,"journal":{"name":"IAPR International Workshop on Artificial Neural Networks in Pattern Recognition","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131456430","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 : 2020-09-02DOI: 10.1007/978-3-030-58309-5_11
Tobias Ricken, Adrian Steinert, Peter Bellmann, Steffen Walter, F. Schwenker
{"title":"Feature Extraction: A Time Window Analysis Based on the X-ITE Pain Database","authors":"Tobias Ricken, Adrian Steinert, Peter Bellmann, Steffen Walter, F. Schwenker","doi":"10.1007/978-3-030-58309-5_11","DOIUrl":"https://doi.org/10.1007/978-3-030-58309-5_11","url":null,"abstract":"","PeriodicalId":368838,"journal":{"name":"IAPR International Workshop on Artificial Neural Networks in Pattern Recognition","volume":"77 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115686808","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 : 2020-09-02DOI: 10.1007/978-3-030-58309-5_21
A. Wróbel, Gregory Gygax, A. Schmid, T. Ott
{"title":"Going for 2D or 3D? Investigating Various Machine Learning Approaches for Peach Variety Identification","authors":"A. Wróbel, Gregory Gygax, A. Schmid, T. Ott","doi":"10.1007/978-3-030-58309-5_21","DOIUrl":"https://doi.org/10.1007/978-3-030-58309-5_21","url":null,"abstract":"","PeriodicalId":368838,"journal":{"name":"IAPR International Workshop on Artificial Neural Networks in Pattern Recognition","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124286495","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 : 2020-09-02DOI: 10.1007/978-3-030-58309-5_8
Ahmad Aghaebrahimian, Mark Cieliebak
{"title":"Named Entity Disambiguation at Scale","authors":"Ahmad Aghaebrahimian, Mark Cieliebak","doi":"10.1007/978-3-030-58309-5_8","DOIUrl":"https://doi.org/10.1007/978-3-030-58309-5_8","url":null,"abstract":"","PeriodicalId":368838,"journal":{"name":"IAPR International Workshop on Artificial Neural Networks in Pattern Recognition","volume":"66 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128357837","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 : 2020-09-02DOI: 10.1007/978-3-030-58309-5_16
M. Kaufmann, Martin Schüle, T. H. Smits, J. Pothier
{"title":"Typing Plasmids with Distributed Sequence Representation","authors":"M. Kaufmann, Martin Schüle, T. H. Smits, J. Pothier","doi":"10.1007/978-3-030-58309-5_16","DOIUrl":"https://doi.org/10.1007/978-3-030-58309-5_16","url":null,"abstract":"","PeriodicalId":368838,"journal":{"name":"IAPR International Workshop on Artificial Neural Networks in Pattern Recognition","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129890603","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 : 2020-09-02DOI: 10.1007/978-3-030-58309-5_20
Beat Wolf, Jonathan Donzallaz, Colette Jost, Amanda Hayoz, S. Commend, J. Hennebert, P. Kuonen
{"title":"Using CNNs to Optimize Numerical Simulations in Geotechnical Engineering","authors":"Beat Wolf, Jonathan Donzallaz, Colette Jost, Amanda Hayoz, S. Commend, J. Hennebert, P. Kuonen","doi":"10.1007/978-3-030-58309-5_20","DOIUrl":"https://doi.org/10.1007/978-3-030-58309-5_20","url":null,"abstract":"","PeriodicalId":368838,"journal":{"name":"IAPR International Workshop on Artificial Neural Networks in Pattern Recognition","volume":"78 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115721371","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 : 2020-07-22DOI: 10.1007/978-3-030-58309-5_22
Fady K. Fahmy, M. Khalil, Hazem M. Abbas
{"title":"A Transfer Learning End-to-End ArabicText-To-Speech (TTS) Deep Architecture","authors":"Fady K. Fahmy, M. Khalil, Hazem M. Abbas","doi":"10.1007/978-3-030-58309-5_22","DOIUrl":"https://doi.org/10.1007/978-3-030-58309-5_22","url":null,"abstract":"","PeriodicalId":368838,"journal":{"name":"IAPR International Workshop on Artificial Neural Networks in Pattern Recognition","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124755289","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 : 2020-04-03DOI: 10.1007/978-3-030-58309-5_14
Srinath Jayachandran, Ashlin Ghosh
{"title":"Deep Transfer Learning for Texture Classification in Colorectal Cancer Histology","authors":"Srinath Jayachandran, Ashlin Ghosh","doi":"10.1007/978-3-030-58309-5_14","DOIUrl":"https://doi.org/10.1007/978-3-030-58309-5_14","url":null,"abstract":"","PeriodicalId":368838,"journal":{"name":"IAPR International Workshop on Artificial Neural Networks in Pattern Recognition","volume":"84 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127135804","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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