Pub Date : 2026-03-28DOI: 10.1007/s10796-026-10709-3
Branndon Muñoz, Raquel Pezoa, Helen Gutierrez
{"title":"HistoXplaining in Style: Counterfactual Explanations for Histopathology Images using StyleGAN2-ADA","authors":"Branndon Muñoz, Raquel Pezoa, Helen Gutierrez","doi":"10.1007/s10796-026-10709-3","DOIUrl":"https://doi.org/10.1007/s10796-026-10709-3","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"108 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147536043","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-28DOI: 10.1007/s10796-026-10721-7
Alberto Abelló, Ladjel Bellatreche, Oscar Romero, Panos Vassiliadis, Robert Wrembel
{"title":"Towards Designing Valuable and Explainable Data-Driven Systems","authors":"Alberto Abelló, Ladjel Bellatreche, Oscar Romero, Panos Vassiliadis, Robert Wrembel","doi":"10.1007/s10796-026-10721-7","DOIUrl":"https://doi.org/10.1007/s10796-026-10721-7","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"3 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147536044","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-27DOI: 10.1007/s10796-026-10708-4
Temitayo Matthew Fagbola, Ezeike Ifeanyi Frank, Wasim Ahmed, Mokhtar Elareshi, Mariann Hardey, Anupam Singh, Femi Olan
{"title":"AI-based Topic Modelling for Financial Disruption Analysis: Herd Behaviour and Sentiment Shift in the NFT Market Crash on X (Twitter)","authors":"Temitayo Matthew Fagbola, Ezeike Ifeanyi Frank, Wasim Ahmed, Mokhtar Elareshi, Mariann Hardey, Anupam Singh, Femi Olan","doi":"10.1007/s10796-026-10708-4","DOIUrl":"https://doi.org/10.1007/s10796-026-10708-4","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"65 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-03-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147536045","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-13DOI: 10.1007/s10796-026-10718-2
Behnaz Haj Mohammadi, Vahid J. Sadeghi, Arun Sukumar, Moses Mmadubuko
{"title":"Cybersecurity as a Dynamic Capability: How Micro and Small Social Enterprises Build Digital Resilience","authors":"Behnaz Haj Mohammadi, Vahid J. Sadeghi, Arun Sukumar, Moses Mmadubuko","doi":"10.1007/s10796-026-10718-2","DOIUrl":"https://doi.org/10.1007/s10796-026-10718-2","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"77 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147462024","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-13DOI: 10.1007/s10796-026-10714-6
Anastasiia Avksientieva, Andrew Chai, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jarek Szlichta
{"title":"Model Slicing for Analysis of Recourse Bias with Explanation Tables","authors":"Anastasiia Avksientieva, Andrew Chai, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jarek Szlichta","doi":"10.1007/s10796-026-10714-6","DOIUrl":"https://doi.org/10.1007/s10796-026-10714-6","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"59 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147462023","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-11DOI: 10.1007/s10796-026-10711-9
Maciej Mozolewski, Betül Bayrak, Kerstin Bach, Grzegorz J. Nalepa
{"title":"From Prototypes to Sparse ECG Explanations: SHAP-driven Counterfactuals for Multivariate Time-series Multi-class Classification","authors":"Maciej Mozolewski, Betül Bayrak, Kerstin Bach, Grzegorz J. Nalepa","doi":"10.1007/s10796-026-10711-9","DOIUrl":"https://doi.org/10.1007/s10796-026-10711-9","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"31 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147462025","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-06DOI: 10.1007/s10796-026-10697-4
Yanqing Zhang, Hugo Wärnberg, Ruben Huehnerbein, Nilavra Bhattacharya, Emmanuel Brorsson, Andreas Darnell, Fabian Buelow
{"title":"Human-Centered Explainable AI for Time Series Forecasting: A Case Study in the Pulp and Paper Industry","authors":"Yanqing Zhang, Hugo Wärnberg, Ruben Huehnerbein, Nilavra Bhattacharya, Emmanuel Brorsson, Andreas Darnell, Fabian Buelow","doi":"10.1007/s10796-026-10697-4","DOIUrl":"https://doi.org/10.1007/s10796-026-10697-4","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"6 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147368109","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-06DOI: 10.1007/s10796-026-10694-7
Ransome Epie Bawack, Emilie Bonhoure Bawack, Konan A Seny Kan
{"title":"Artificial Intelligence in Sustainable Finance and Accounting: a Bibliometric Analysis and Future Research Agenda","authors":"Ransome Epie Bawack, Emilie Bonhoure Bawack, Konan A Seny Kan","doi":"10.1007/s10796-026-10694-7","DOIUrl":"https://doi.org/10.1007/s10796-026-10694-7","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"52 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147368110","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-02DOI: 10.1007/s10796-025-10676-1
Qingyu Liang, Kevin Crowston, Juanqiong Gou
{"title":"How to Come Up with AI Use Cases Ideas? —An Ideation Technique Development Based on Analysis of Shadow IT Usage","authors":"Qingyu Liang, Kevin Crowston, Juanqiong Gou","doi":"10.1007/s10796-025-10676-1","DOIUrl":"https://doi.org/10.1007/s10796-025-10676-1","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"283 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147359562","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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