Pub Date : 2023-01-01DOI: 10.1007/978-3-031-30047-9_29
I. Proskurina, G. Metzler, Julien Velcin
{"title":"The Other Side of Compression: Measuring Bias in Pruned Transformers","authors":"I. Proskurina, G. Metzler, Julien Velcin","doi":"10.1007/978-3-031-30047-9_29","DOIUrl":"https://doi.org/10.1007/978-3-031-30047-9_29","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"66 1","pages":"366-378"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85096075","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 : 2023-01-01DOI: 10.1007/978-3-031-30047-9_27
Ioanna Papagianni, M. Leeuwen
{"title":"Discovering Rule Lists with Preferred Variables","authors":"Ioanna Papagianni, M. Leeuwen","doi":"10.1007/978-3-031-30047-9_27","DOIUrl":"https://doi.org/10.1007/978-3-031-30047-9_27","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"76 1","pages":"340-352"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88759344","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 : 2023-01-01DOI: 10.1007/978-3-031-30047-9_4
A. Berenji, Sławomir Nowaczyk, Zahra Taghiyarrenani
{"title":"Data-Centric Perspective on Explainability Versus Performance Trade-Off","authors":"A. Berenji, Sławomir Nowaczyk, Zahra Taghiyarrenani","doi":"10.1007/978-3-031-30047-9_4","DOIUrl":"https://doi.org/10.1007/978-3-031-30047-9_4","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"87 1","pages":"42-54"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75922778","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 : 2023-01-01DOI: 10.1007/978-3-031-30047-9_25
Maria Movin, Guilherme Dinis Junior, Jaakko Hollmén, P. Papapetrou
{"title":"Explaining Black Box Reinforcement Learning Agents Through Counterfactual Policies","authors":"Maria Movin, Guilherme Dinis Junior, Jaakko Hollmén, P. Papapetrou","doi":"10.1007/978-3-031-30047-9_25","DOIUrl":"https://doi.org/10.1007/978-3-031-30047-9_25","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"36 1","pages":"314-326"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76762143","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 : 2023-01-01DOI: 10.1007/978-3-031-30047-9_36
Vishnu Unnikrishnan, Miro Schleicher, Clara Puga, R. Pryss, Carsten Vogel, Winfried Schlee, M. Spiliopoulou
{"title":"A Similarity-Guided Framework for Error-Driven Discovery of Patient Neighbourhoods in EMA Data","authors":"Vishnu Unnikrishnan, Miro Schleicher, Clara Puga, R. Pryss, Carsten Vogel, Winfried Schlee, M. Spiliopoulou","doi":"10.1007/978-3-031-30047-9_36","DOIUrl":"https://doi.org/10.1007/978-3-031-30047-9_36","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"11 1","pages":"459-471"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76800902","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 : 2023-01-01DOI: 10.1007/978-3-031-30047-9_30
R. M. Schouten, Victoria Tascau, Gabriel G. Ziegler, Davide Casano, Marco Ardizzone, Michael-Angelos Erotokritou
{"title":"Dropping Incomplete Records is (not so) Straightforward","authors":"R. M. Schouten, Victoria Tascau, Gabriel G. Ziegler, Davide Casano, Marco Ardizzone, Michael-Angelos Erotokritou","doi":"10.1007/978-3-031-30047-9_30","DOIUrl":"https://doi.org/10.1007/978-3-031-30047-9_30","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"1 1","pages":"379-391"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89950274","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 : 2023-01-01DOI: 10.1007/978-3-031-30047-9_16
Zahra Kharazian, M. Rahat, F. F. Gama, P. Mashhadi, Sławomir Nowaczyk, Tony Lindgren, S. Magnússon
{"title":"AID4HAI: Automatic Idea Detection for Healthcare-Associated Infections from Twitter, a Framework Based on Active Learning and Transfer Learning","authors":"Zahra Kharazian, M. Rahat, F. F. Gama, P. Mashhadi, Sławomir Nowaczyk, Tony Lindgren, S. Magnússon","doi":"10.1007/978-3-031-30047-9_16","DOIUrl":"https://doi.org/10.1007/978-3-031-30047-9_16","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"146 1","pages":"195-207"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80535625","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 : 2023-01-01DOI: 10.1007/978-3-031-30047-9_35
Léonard Tschora, Erwan Pierre, M. Plantevit, C. Robardet
{"title":"Forecasting Electricity Prices: An Optimize Then Predict-Based Approach","authors":"Léonard Tschora, Erwan Pierre, M. Plantevit, C. Robardet","doi":"10.1007/978-3-031-30047-9_35","DOIUrl":"https://doi.org/10.1007/978-3-031-30047-9_35","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"193 1","pages":"446-458"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81649918","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 : 2023-01-01DOI: 10.1007/978-3-031-30047-9_18
Massimo La Morgia, Alessandro Mei, E. Nemmi, Luca Sabatini, Francesco Sassi
{"title":"Translated Texts Under the Lens: From Machine Translation Detection to Source Language Identification","authors":"Massimo La Morgia, Alessandro Mei, E. Nemmi, Luca Sabatini, Francesco Sassi","doi":"10.1007/978-3-031-30047-9_18","DOIUrl":"https://doi.org/10.1007/978-3-031-30047-9_18","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"11 1","pages":"222-235"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73214756","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 : 2023-01-01DOI: 10.1007/978-3-031-30047-9_26
Maedeh Nasri, Zhilong Fang, Mitra Baratchi, G. Englebienne, Shenghui Wang, A. Koutamanis, C. Rieffe
{"title":"A GNN-Based Architecture for Group Detection from Spatio-Temporal Trajectory Data","authors":"Maedeh Nasri, Zhilong Fang, Mitra Baratchi, G. Englebienne, Shenghui Wang, A. Koutamanis, C. Rieffe","doi":"10.1007/978-3-031-30047-9_26","DOIUrl":"https://doi.org/10.1007/978-3-031-30047-9_26","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"600 1","pages":"327-339"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77261843","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}
京公网安备 11010802042870号
京ICP备2023020795号-1
扫码关注我们
求助内容：
应助结果提醒方式：