Pub Date : 2023-08-09DOI: 10.1007/s41060-023-00434-4
Thomas Ströhle, Ricardo Campos, A. Jatowt
{"title":"Contrastive text summarization: a survey","authors":"Thomas Ströhle, Ricardo Campos, A. Jatowt","doi":"10.1007/s41060-023-00434-4","DOIUrl":"https://doi.org/10.1007/s41060-023-00434-4","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":"71 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2023-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74794083","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 : 2023-08-07DOI: 10.1007/s41060-023-00436-2
D. Pham-Toan, Tai Vo-Van
{"title":"Building the classification model based on the genetic algorithm and the improved Bayesian method","authors":"D. Pham-Toan, Tai Vo-Van","doi":"10.1007/s41060-023-00436-2","DOIUrl":"https://doi.org/10.1007/s41060-023-00436-2","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":"58 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2023-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88632377","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 : 2023-08-04DOI: 10.1007/s41060-023-00420-w
Nicolás Hernández, A. Muñoz, Gabriel Martos
{"title":"Density kernel depth for outlier detection in functional data","authors":"Nicolás Hernández, A. Muñoz, Gabriel Martos","doi":"10.1007/s41060-023-00420-w","DOIUrl":"https://doi.org/10.1007/s41060-023-00420-w","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":"70 1","pages":"481 - 488"},"PeriodicalIF":2.4,"publicationDate":"2023-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83443269","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 : 2023-07-28DOI: 10.1007/s41060-023-00418-4
Stanislav Kuznetsov, P. Kordík
{"title":"Improving recommendation diversity and serendipity with an ontology-based algorithm for cold start environments","authors":"Stanislav Kuznetsov, P. Kordík","doi":"10.1007/s41060-023-00418-4","DOIUrl":"https://doi.org/10.1007/s41060-023-00418-4","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":"2 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2023-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88010816","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 : 2023-07-28DOI: 10.1007/s41060-023-00429-1
Lauren L. Staples, J. Ring, Scott J. Fontana, Christina Stradwick, Joe DeMaio, Herman Ray, Yifan Zhang, Xinyan Zhang
{"title":"Reproducible clustering with non-Euclidean distances: a simulation and case study","authors":"Lauren L. Staples, J. Ring, Scott J. Fontana, Christina Stradwick, Joe DeMaio, Herman Ray, Yifan Zhang, Xinyan Zhang","doi":"10.1007/s41060-023-00429-1","DOIUrl":"https://doi.org/10.1007/s41060-023-00429-1","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":"72 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2023-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73889646","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 : 2023-07-21DOI: 10.1007/s41060-023-00414-8
Shrey Gupta, Jianzhao Bi, Yang Liu, Avani Wildani
{"title":"Boosting for regression transfer via importance sampling","authors":"Shrey Gupta, Jianzhao Bi, Yang Liu, Avani Wildani","doi":"10.1007/s41060-023-00414-8","DOIUrl":"https://doi.org/10.1007/s41060-023-00414-8","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":"24 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2023-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78945132","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 : 2023-07-20DOI: 10.1007/s41060-023-00428-2
A. Berti, Johannes Herforth, Mahnaz Sadat Qafari, W. V. D. van der Aalst
{"title":"Graph-based feature extraction on object-centric event logs","authors":"A. Berti, Johannes Herforth, Mahnaz Sadat Qafari, W. V. D. van der Aalst","doi":"10.1007/s41060-023-00428-2","DOIUrl":"https://doi.org/10.1007/s41060-023-00428-2","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":"5 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2023-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88988937","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 : 2023-07-18DOI: 10.1007/s41060-023-00423-7
Vincent Cohen-Addad, Surya Teja Gavva, C. Karthik, Claire Mathieu, Namrata
{"title":"Fairness of linear regression in decision making","authors":"Vincent Cohen-Addad, Surya Teja Gavva, C. Karthik, Claire Mathieu, Namrata","doi":"10.1007/s41060-023-00423-7","DOIUrl":"https://doi.org/10.1007/s41060-023-00423-7","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":"119 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2023-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73378023","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 : 2023-07-18DOI: 10.1007/s41060-023-00430-8
D. M. Reddy, Divyanshi Dwivedi, P. Yemula, M. Pal
{"title":"Data-driven approach to form energy-resilient microgrids with identification of vulnerable nodes in active electrical distribution network","authors":"D. M. Reddy, Divyanshi Dwivedi, P. Yemula, M. Pal","doi":"10.1007/s41060-023-00430-8","DOIUrl":"https://doi.org/10.1007/s41060-023-00430-8","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":"23 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2023-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85916229","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 : 2023-07-17DOI: 10.1007/s41060-023-00417-5
Alejandro Gabriel Villanueva Zacarias, P. Reimann, Christian Weber, B. Mitschang
{"title":"AssistML: an approach to manage, recommend and reuse ML solutions","authors":"Alejandro Gabriel Villanueva Zacarias, P. Reimann, Christian Weber, B. Mitschang","doi":"10.1007/s41060-023-00417-5","DOIUrl":"https://doi.org/10.1007/s41060-023-00417-5","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":"55 1","pages":"455 - 479"},"PeriodicalIF":2.4,"publicationDate":"2023-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80771277","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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