Pub Date : 2022-01-01DOI: 10.1007/978-3-031-01333-1_11
Stefany Guarnizo, Ioanna Miliou, P. Papapetrou
{"title":"Impact of Dimensionality on Nowcasting Seasonal Influenza with Environmental Factors","authors":"Stefany Guarnizo, Ioanna Miliou, P. Papapetrou","doi":"10.1007/978-3-031-01333-1_11","DOIUrl":"https://doi.org/10.1007/978-3-031-01333-1_11","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"285 1","pages":"128-142"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76419388","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_21
Daniel Schuster, Emanuel Domnitsch, S. V. Zelst, Wil M.P. van der Aalst
{"title":"A Generic Trace Ordering Framework for Incremental Process Discovery","authors":"Daniel Schuster, Emanuel Domnitsch, S. V. Zelst, Wil M.P. van der Aalst","doi":"10.1007/978-3-031-01333-1_21","DOIUrl":"https://doi.org/10.1007/978-3-031-01333-1_21","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"89 1","pages":"264-277"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84416832","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_29
Huiyao Wu, M. Tavakol
{"title":"MuseBar: Alleviating Posterior Collapse in Recurrent VAEs Toward Music Generation","authors":"Huiyao Wu, M. Tavakol","doi":"10.1007/978-3-031-01333-1_29","DOIUrl":"https://doi.org/10.1007/978-3-031-01333-1_29","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"92 1","pages":"365-377"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89968070","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_20
Mina Rafla, Nicolas Voisine, B. Crémilleux
{"title":"Evaluation of Uplift Models with Non-Random Assignment Bias","authors":"Mina Rafla, Nicolas Voisine, B. Crémilleux","doi":"10.1007/978-3-031-01333-1_20","DOIUrl":"https://doi.org/10.1007/978-3-031-01333-1_20","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"61 1","pages":"251-263"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90542483","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_12
Dusan Hetlerovic, Lubos Popelínský, P. Brazdil, Carlos Soares, Fernando Freitas
{"title":"On Usefulness of Outlier Elimination in Classification Tasks","authors":"Dusan Hetlerovic, Lubos Popelínský, P. Brazdil, Carlos Soares, Fernando Freitas","doi":"10.1007/978-3-031-01333-1_12","DOIUrl":"https://doi.org/10.1007/978-3-031-01333-1_12","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"56 1","pages":"143-156"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82324806","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_18
Javier Perez Tobia, Phillip Braun, Apurva Narayan
{"title":"AGS: Attribution Guided Sharpening as a Defense Against Adversarial Attacks","authors":"Javier Perez Tobia, Phillip Braun, Apurva Narayan","doi":"10.1007/978-3-031-01333-1_18","DOIUrl":"https://doi.org/10.1007/978-3-031-01333-1_18","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"335 1","pages":"225-236"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75054647","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_26
Joost F. van der Haar, Sander C. Nagelkerken, Igor G. Smit, Kjell van Straaten, Janneke A. Tack, R. M. Schouten, W. Duivesteijn
{"title":"Efficient Subgroup Discovery Through Auto-Encoding","authors":"Joost F. van der Haar, Sander C. Nagelkerken, Igor G. Smit, Kjell van Straaten, Janneke A. Tack, R. M. Schouten, W. Duivesteijn","doi":"10.1007/978-3-031-01333-1_26","DOIUrl":"https://doi.org/10.1007/978-3-031-01333-1_26","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"42 1","pages":"327-340"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72772361","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_2
Hugo Ayats, Peggy Cellier, S. Ferré
{"title":"A Two-Step Approach for Explainable Relation Extraction","authors":"Hugo Ayats, Peggy Cellier, S. Ferré","doi":"10.1007/978-3-031-01333-1_2","DOIUrl":"https://doi.org/10.1007/978-3-031-01333-1_2","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"18 1","pages":"14-25"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75018943","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_31
Lu Yin, Vlado Menkovski, Yulong Pei, Mykola Pechenizkiy
{"title":"Semantic-Based Few-Shot Classification by Psychometric Learning","authors":"Lu Yin, Vlado Menkovski, Yulong Pei, Mykola Pechenizkiy","doi":"10.1007/978-3-031-01333-1_31","DOIUrl":"https://doi.org/10.1007/978-3-031-01333-1_31","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"6 1","pages":"392-403"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82051630","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_10
M. Grzenda
{"title":"Quantifying Changes in Predictions of Classification Models for Data Streams","authors":"M. Grzenda","doi":"10.1007/978-3-031-01333-1_10","DOIUrl":"https://doi.org/10.1007/978-3-031-01333-1_10","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"57 1","pages":"115-127"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85490546","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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