October 14, 2025 review Open access Interpretable and explainable machine learning methods for predictive process monitoring: a systematic literature review Artificial Intelligence Review DOI: 10.1007/s10462-025-11399-0 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 29 References 9 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Object-Centric Process Mining: Unraveling the Fabric of Real Processes 2023 Mathematics article Business, Management and Accounting Business Process Modeling and Analysis Open access cited by 2 patents 84 citations Abstractions, Scenarios, and Prompt Definitions for Process Mining with LLMs: A Case Study 2024 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis cited by 1 patent 57 citations Precision and Fitness in Object-Centric Process Mining 2021 International Conference on Process Mining (ICPM) conference-paper Business, Management and Accounting Business Process Modeling and Analysis cited by 1 patent 39 citations Evaluating Large Language Models in Process Mining: Capabilities, Benchmarks, and Evaluation Strategies 2024 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis Open access 26 citations Preserving complex object-centric graph structures to improve machine learning tasks in process mining 2023 Engineering Applications of Artificial Intelligence article Business, Management and Accounting Business Process Modeling and Analysis 25 citations A Framework for Extracting and Encoding Features from Object-Centric Event Data 2022 Lecture notes in computer science conference-paper Business, Management and Accounting Business Process Modeling and Analysis 25 citations Object-Centric Alignments 2023 Lecture notes in computer science conference-paper Business, Management and Accounting Business Process Modeling and Analysis 23 citations Learning recommendations from educational event data in higher education 2024 Journal of Intelligent Information Systems article Computer Science Online Learning and Analytics Open access 3 citations Object-Centric Local Process Models 2025 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis Open access 2 citations 9 results