Pub Date : 2021-01-01DOI: 10.1007/978-3-030-74251-5_14
Vladimir Kuzmanovski, Jaakko Hollmén
{"title":"Composite Surrogate for Likelihood-Free Bayesian Optimisation in High-Dimensional Settings of Activity-Based Transportation Models","authors":"Vladimir Kuzmanovski, Jaakko Hollmén","doi":"10.1007/978-3-030-74251-5_14","DOIUrl":"https://doi.org/10.1007/978-3-030-74251-5_14","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"35 2","pages":"171-183"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72633921","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 : 2021-01-01DOI: 10.1007/978-3-030-74251-5_16
Luan V. M. da Silva, R. Cerri
{"title":"Feature Selection for Hierarchical Multi-label Classification","authors":"Luan V. M. da Silva, R. Cerri","doi":"10.1007/978-3-030-74251-5_16","DOIUrl":"https://doi.org/10.1007/978-3-030-74251-5_16","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"3 1","pages":"196-208"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82163925","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 : 2021-01-01DOI: 10.1007/978-3-030-74251-5_23
Mira Ait-Saada, François Role, M. Nadif
{"title":"Unsupervised Methods for the Study of Transformer Embeddings","authors":"Mira Ait-Saada, François Role, M. Nadif","doi":"10.1007/978-3-030-74251-5_23","DOIUrl":"https://doi.org/10.1007/978-3-030-74251-5_23","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"61 1","pages":"287-300"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79971040","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 : 2021-01-01DOI: 10.1007/978-3-030-74251-5_8
Diego Esteves, José Marcelino, Piyush Chawla, Asja Fischer, Jens Lehmann
{"title":"HORUS-NER: A Multimodal Named Entity Recognition Framework for Noisy Data","authors":"Diego Esteves, José Marcelino, Piyush Chawla, Asja Fischer, Jens Lehmann","doi":"10.1007/978-3-030-74251-5_8","DOIUrl":"https://doi.org/10.1007/978-3-030-74251-5_8","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"81 1","pages":"89-100"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88968680","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 : 2021-01-01DOI: 10.1007/978-3-030-74251-5_27
Rémi Vaudaine, Baptiste Jeudy, C. Largeron
{"title":"Detection of Contextual Anomalies in Attributed Graphs","authors":"Rémi Vaudaine, Baptiste Jeudy, C. Largeron","doi":"10.1007/978-3-030-74251-5_27","DOIUrl":"https://doi.org/10.1007/978-3-030-74251-5_27","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"46 1","pages":"338-349"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91031863","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 : 2021-01-01DOI: 10.1007/978-3-030-74251-5_17
Camille-Sovanneary Gauthier, R. Gaudel, É. Fromont
{"title":"Bandit Algorithm for both Unknown Best Position and Best Item Display on Web Pages","authors":"Camille-Sovanneary Gauthier, R. Gaudel, É. Fromont","doi":"10.1007/978-3-030-74251-5_17","DOIUrl":"https://doi.org/10.1007/978-3-030-74251-5_17","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"284 1","pages":"209-221"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76844443","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 : 2021-01-01DOI: 10.1007/978-3-030-74251-5_34
Tânia Carvalho, Nuno Moniz
{"title":"The Compromise of Data Privacy in Predictive Performance","authors":"Tânia Carvalho, Nuno Moniz","doi":"10.1007/978-3-030-74251-5_34","DOIUrl":"https://doi.org/10.1007/978-3-030-74251-5_34","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"252 1","pages":"426-438"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86775083","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 : 2021-01-01DOI: 10.1007/978-3-030-74251-5_26
Thibault Prouteau, Victor Connes, Nicolas Dugué, Anthony Perez, Jean-Charles Lamirel, Nathalie Camelin, S. Meignier
{"title":"SINr: Fast Computing of Sparse Interpretable Node Representations is not a Sin!","authors":"Thibault Prouteau, Victor Connes, Nicolas Dugué, Anthony Perez, Jean-Charles Lamirel, Nathalie Camelin, S. Meignier","doi":"10.1007/978-3-030-74251-5_26","DOIUrl":"https://doi.org/10.1007/978-3-030-74251-5_26","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"1 1","pages":"325-337"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79792240","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 : 2021-01-01DOI: 10.1007/978-3-030-74251-5_35
André Brandão, Ricardo Mendes, J. Vilela
{"title":"Efficient Privacy Preserving Distributed K-Means for Non-IID Data","authors":"André Brandão, Ricardo Mendes, J. Vilela","doi":"10.1007/978-3-030-74251-5_35","DOIUrl":"https://doi.org/10.1007/978-3-030-74251-5_35","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"58 1","pages":"439-451"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74243725","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 : 2021-01-01DOI: 10.1007/978-3-030-74251-5_5
Rania Othman, R. Faiz, Youcef Abdelsadek, K. Chelghoum, I. Kacem
{"title":"Deep Hybrid Neural Networks with Improved Weighted Word Embeddings for Sentiment Analysis","authors":"Rania Othman, R. Faiz, Youcef Abdelsadek, K. Chelghoum, I. Kacem","doi":"10.1007/978-3-030-74251-5_5","DOIUrl":"https://doi.org/10.1007/978-3-030-74251-5_5","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"236 1","pages":"50-62"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80363098","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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