Pub Date : 2021-01-01DOI: 10.1007/978-3-030-74251-5_33
F. V. Leeuwen, B. Bosma, A. V. D. Born, E. Postma
{"title":"RTL: A Robust Time Series Labeling Algorithm","authors":"F. V. Leeuwen, B. Bosma, A. V. D. Born, E. Postma","doi":"10.1007/978-3-030-74251-5_33","DOIUrl":"https://doi.org/10.1007/978-3-030-74251-5_33","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"131 1","pages":"414-425"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89014112","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_30
Zed Lee, Nicholas Anton, P. Papapetrou, Tony Lindgren
{"title":"Z-Hist: A Temporal Abstraction of Multivariate Histogram Snapshots","authors":"Zed Lee, Nicholas Anton, P. Papapetrou, Tony Lindgren","doi":"10.1007/978-3-030-74251-5_30","DOIUrl":"https://doi.org/10.1007/978-3-030-74251-5_30","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"16 1","pages":"376-388"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76672299","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_19
Gust Verbruggen, E. V. Wolputte, Sebastijan Dumancic, L. D. Raedt
{"title":"avatar - Automated Feature Wrangling for Machine Learning","authors":"Gust Verbruggen, E. V. Wolputte, Sebastijan Dumancic, L. D. Raedt","doi":"10.1007/978-3-030-74251-5_19","DOIUrl":"https://doi.org/10.1007/978-3-030-74251-5_19","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"1 1","pages":"235-247"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75586547","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_3
Matthew Amodio, Smita Krishnaswamy
{"title":"Multiple-manifold Generation with an Ensemble GAN and Learned Noise Prior","authors":"Matthew Amodio, Smita Krishnaswamy","doi":"10.1007/978-3-030-74251-5_3","DOIUrl":"https://doi.org/10.1007/978-3-030-74251-5_3","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"3 1","pages":"24-36"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73239903","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_12
Victoria Racher, C. Borgelt
{"title":"Gradient Ascent for Best Response Regression","authors":"Victoria Racher, C. Borgelt","doi":"10.1007/978-3-030-74251-5_12","DOIUrl":"https://doi.org/10.1007/978-3-030-74251-5_12","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"58 1","pages":"141-154"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84703740","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_2
J. Trindade, João Vinagre, Kelwin Fernandes, Nuno Paiva, A. Jorge
{"title":"Partially Monotonic Learning for Neural Networks","authors":"J. Trindade, João Vinagre, Kelwin Fernandes, Nuno Paiva, A. Jorge","doi":"10.1007/978-3-030-74251-5_2","DOIUrl":"https://doi.org/10.1007/978-3-030-74251-5_2","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"25 1","pages":"12-23"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87542372","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_29
Petr Krajča, Martin Trnecka
{"title":"Reducing Negative Impact of Noise in Boolean Matrix Factorization with Association Rules","authors":"Petr Krajča, Martin Trnecka","doi":"10.1007/978-3-030-74251-5_29","DOIUrl":"https://doi.org/10.1007/978-3-030-74251-5_29","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"43 1","pages":"365-375"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86688136","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_18
S. Peeters, Vitali M. Melnikov, E. Hüllermeier
{"title":"Performance Prediction for Hardware-Software Configurations: A Case Study for Video Games","authors":"S. Peeters, Vitali M. Melnikov, E. Hüllermeier","doi":"10.1007/978-3-030-74251-5_18","DOIUrl":"https://doi.org/10.1007/978-3-030-74251-5_18","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"33 1","pages":"222-234"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77767644","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_13
Ali Anaissi, Basem Suleiman, M. Naji
{"title":"Intelligent Structural Damage Detection: A Federated Learning Approach","authors":"Ali Anaissi, Basem Suleiman, M. Naji","doi":"10.1007/978-3-030-74251-5_13","DOIUrl":"https://doi.org/10.1007/978-3-030-74251-5_13","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"111 1","pages":"155-170"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79364435","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_1
Biraja Ghoshal, A. Tucker
{"title":"Hyperspherical Weight Uncertainty in Neural Networks","authors":"Biraja Ghoshal, A. Tucker","doi":"10.1007/978-3-030-74251-5_1","DOIUrl":"https://doi.org/10.1007/978-3-030-74251-5_1","url":null,"abstract":"","PeriodicalId":91439,"journal":{"name":"Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis","volume":"66 1","pages":"3-11"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73266801","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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