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Ergebnis der Suche nach: tit all "Artificial Intelligence in Process Mining"
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| Link zu diesem Datensatz | https://d-nb.info/1321649150 |
| Titel | Explainable Artificial Intelligence and Process Mining Applications for Healthcare : Third International Workshop, XAI-Healthcare 2023, and First International Workshop, PM4H 2023, Portoroz, Slovenia, June 15, 2023, Proceedings / edited by Jose M. Juarez, Carlos Fernandez-Llatas, Concha Bielza, Owen Johnson, Primoz Kocbek, Pedro Larrañaga, Niels Martin, Jorge Munoz-Gama, Gregor Štiglic, Marcos Sepulveda, Alfredo Vellido |
| Person(en) |
Juarez, Jose M. (Herausgeber) Fernandez-Llatas, Carlos (Herausgeber) Bielza, Concha (Herausgeber) Johnson, Owen (Herausgeber) Kocbek, Primoz (Herausgeber) Larrañaga, Pedro (Herausgeber) Martin, Niels (Herausgeber) Munoz-Gama, Jorge (Herausgeber) Štiglic, Gregor (Herausgeber) Sepulveda, Marcos (Herausgeber) Vellido, Alfredo (Herausgeber) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 1st ed. 2024 |
| Verlag | Cham : Springer Nature Switzerland, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2024 |
| Umfang/Format | Online-Ressource, XII, 131 p. 59 illus., 47 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-3-031-54302-9 Printed edition:: ISBN: 978-3-031-54304-3 |
| Inhalt | International Workshop on Explainable Artificial Intelligence in Healthcare -- Unlocking the Power of Explainability in Ranking Systems: A Visual Analytics Approach with XAI Techniques -- Explainable Artificial Intelligence Solutions for Musculoskeletal Rehabilitation -- An Explainable AI Framework for Treatment Failure Model for Oncology Patients -- Feature selection in bipolar disorder episode classification using cost-constrained methods -- ProbExplainer: A library for unified explainability of probabilistic models and an application in interneuron classification -- Interpreting Machine Learning models for Survival Analysis: A study of Cutaneous Melanoma using the SEER Database -- Explanations of Symbolic Reasoning to Effect Patient Persuasion and Education -- International Workshop on Process Mining applications for Healthcare -- PMApp: an Interactive Process Mining toolkit for building Healthcare Dashboards -- A data-driven framework for improving clinical management of severe paralytic ileus in ICU: From path discovery, model generation to empirical validation -- Phenotypes vs Processes: supporting the disease progression understanding in Type 2 Diabetes -- From Script to Application. A bupaR-PMApp Bridge for Process Mining Research -- Understanding Prostate Cancer care process using Process Mining: a Case Study. |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2024022603065348258522 DOI: 10.1007/978-3-031-54303-6 |
| URL | https://doi.org/10.1007/978-3-031-54303-6 |
| ISBN/Einband/Preis | 978-3-031-54303-6 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Communications in Computer and Information Science ; 2020 |
| DDC-Notation | 006.3 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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