Pub Date : 2018-09-19DOI: 10.1007/978-3-319-99978-4_25
Dmitry Smolyakov, N. Sviridenko, Evgeny Burikov, Evgeny Burnaev
{"title":"Anomaly Pattern Recognition with Privileged Information for Sensor Fault Detection","authors":"Dmitry Smolyakov, N. Sviridenko, Evgeny Burikov, Evgeny Burnaev","doi":"10.1007/978-3-319-99978-4_25","DOIUrl":"https://doi.org/10.1007/978-3-319-99978-4_25","url":null,"abstract":"","PeriodicalId":368838,"journal":{"name":"IAPR International Workshop on Artificial Neural Networks in Pattern Recognition","volume":"139 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116044926","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 : 2018-09-19DOI: 10.1007/978-3-319-99978-4_4
Baptiste Wicht, Andreas Fischer, J. Hennebert
{"title":"DLL: A Fast Deep Neural Network Library","authors":"Baptiste Wicht, Andreas Fischer, J. Hennebert","doi":"10.1007/978-3-319-99978-4_4","DOIUrl":"https://doi.org/10.1007/978-3-319-99978-4_4","url":null,"abstract":"","PeriodicalId":368838,"journal":{"name":"IAPR International Workshop on Artificial Neural Networks in Pattern Recognition","volume":"177 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127663137","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 : 2018-09-19DOI: 10.1007/978-3-319-99978-4_26
Thilo Stadelmann, Sebastian Glinski-Haefeli, Patrick Gerber, O. Dürr
{"title":"Capturing Suprasegmental Features of a Voice with RNNs for Improved Speaker Clustering","authors":"Thilo Stadelmann, Sebastian Glinski-Haefeli, Patrick Gerber, O. Dürr","doi":"10.1007/978-3-319-99978-4_26","DOIUrl":"https://doi.org/10.1007/978-3-319-99978-4_26","url":null,"abstract":"","PeriodicalId":368838,"journal":{"name":"IAPR International Workshop on Artificial Neural Networks in Pattern Recognition","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117200555","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 : 2018-09-19DOI: 10.1007/978-3-319-99978-4_12
Alexander P. Kuleshov, A. Bernstein, Evgeny Burnaev
{"title":"Manifold Learning Regression with Non-stationary Kernels","authors":"Alexander P. Kuleshov, A. Bernstein, Evgeny Burnaev","doi":"10.1007/978-3-319-99978-4_12","DOIUrl":"https://doi.org/10.1007/978-3-319-99978-4_12","url":null,"abstract":"","PeriodicalId":368838,"journal":{"name":"IAPR International Workshop on Artificial Neural Networks in Pattern Recognition","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133462632","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 : 2018-09-19DOI: 10.1007/978-3-319-99978-4_18
C. Palamidessi, Marco Romanelli
{"title":"Feature Selection with Rényi Min-Entropy","authors":"C. Palamidessi, Marco Romanelli","doi":"10.1007/978-3-319-99978-4_18","DOIUrl":"https://doi.org/10.1007/978-3-319-99978-4_18","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":"2018-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122906230","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 : 2018-05-22DOI: 10.1007/978-3-319-99978-4_9
Philipp Oberdiek, M. Rottmann, H. Gottschalk
{"title":"Classification Uncertainty of Deep Neural Networks Based on Gradient Information","authors":"Philipp Oberdiek, M. Rottmann, H. Gottschalk","doi":"10.1007/978-3-319-99978-4_9","DOIUrl":"https://doi.org/10.1007/978-3-319-99978-4_9","url":null,"abstract":"","PeriodicalId":368838,"journal":{"name":"IAPR International Workshop on Artificial Neural Networks in Pattern Recognition","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128419121","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 : 2018-02-22DOI: 10.1007/978-3-319-99978-4_8
Abel S. Zacarias, Luís A. Alexandre
{"title":"Overcoming Catastrophic Forgetting in Convolutional Neural Networks by Selective Network Augmentation","authors":"Abel S. Zacarias, Luís A. Alexandre","doi":"10.1007/978-3-319-99978-4_8","DOIUrl":"https://doi.org/10.1007/978-3-319-99978-4_8","url":null,"abstract":"","PeriodicalId":368838,"journal":{"name":"IAPR International Workshop on Artificial Neural Networks in Pattern Recognition","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-02-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114530844","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 : 2016-09-28DOI: 10.1007/978-3-319-46182-3_17
W. Aswolinskiy, R. F. Reinhart, Jochen J. Steil
{"title":"Time Series Classification in Reservoir- and Model-Space: A Comparison","authors":"W. Aswolinskiy, R. F. Reinhart, Jochen J. Steil","doi":"10.1007/978-3-319-46182-3_17","DOIUrl":"https://doi.org/10.1007/978-3-319-46182-3_17","url":null,"abstract":"","PeriodicalId":368838,"journal":{"name":"IAPR International Workshop on Artificial Neural Networks in Pattern Recognition","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124777586","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 : 2016-09-28DOI: 10.1007/978-3-319-46182-3_1
Luca Pasa, A. Sperduti
{"title":"Learning Sequential Data with the Help of Linear Systems","authors":"Luca Pasa, A. Sperduti","doi":"10.1007/978-3-319-46182-3_1","DOIUrl":"https://doi.org/10.1007/978-3-319-46182-3_1","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":"2016-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125560474","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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