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ORCIDKünstliche Intelligenz, Volume 39
Volume 39, Number 1, March 2025
AI in Precision Medicine
- Christian Igel:
Editorial. 1-2 - Rainer Spang, Bernd Ludwig:
AI in Precision Medicine. 3-6 - Merle Behr
, Rolf Burghaus, Christian Diedrich, Jörg Lippert:
Opportunities and Challenges for AI-Based Analysis of RWD in Pharmaceutical R&D: A Practical Perspective. 7-18 - Florian Erhard:
Two-Step Parameter Estimation for Read Feature Models. 19-25 - Thomas Jaki, Chi Chang, Alena Kuhlemeier, M. Lee Van Horn:
Predicting Individual Treatment Effects: Challenges and Opportunities for Machine Learning and Artificial Intelligence. 27-32 - Rudolf Schill, Maren Klever, Kevin Rupp, Y. Linda Hu, Andreas Lösch, Peter Georg, Simon Pfahler, Stefan Vocht, Stefan Hansch, Tilo Wettig, Lars Grasedyck, Rainer Spang:
Reconstructing Disease Histories in Huge Discrete State Spaces. 33-43 - Yousef Sadegheih, Leon Weninger, Dorit Merhof:
Novel Deep Learning Approaches for Analyzing Diffusion Imaging Data. 45-53 - Merle Behr:
Interview, Building Trust in Medical AI Algorithms with Veridical Data Science. 55-60
Volume 39, Number 2, June 2025
Special Issue: BPM in the era of AI (Part 1)
- Lars Kunze:
AI Needs You. 61-62 - Peter Fettke, Chiara Di Francescomarino:
Editorial: KI-SI: Business Process Management (BPM) in the Era of AI (BPM-AI). 63-65 - Peter Fettke, Chiara Di Francescomarino:
Business Process Management and Artificial Intelligence: Literature Survey and Future Research. 67-79 - Timotheus Kampik, Christian Warmuth, Adrian Rebmann, Ron Agam, Lukas N. P. Egger, Andreas Gerber, Johannes Hoffart, Jonas Kolk, Philipp Herzig, Gero Decker, Han van der Aa, Artem Polyvyanyy, Stefanie Rinderle-Ma, Ingo Weber, Matthias Weidlich:
Large Process Models: A Vision for Business Process Management in the Age of Generative AI. 81-95 - Ana Rocío Cárdenas Maita, Marcelo Fantinato, Sarajane Marques Peres, Fabrizio Maria Maggi:
Interpretability in Predictive Process Monitoring Using Process Models: An Expert Evaluation of the VisInter4PPM Framework. 97-117 - Mahmoud Shoush, Marlon Dumas:
Prescriptive Process Monitoring Under Resource Constraints: A Reinforcement Learning Approach. 119-140 - Björn Rafn Gunnarsson, Seppe vanden Broucke, Thibault Verhoeven, Jochen De Weerdt:
Predictive Process Monitoring for Airport Operational Support. 141-160 - Alexander Schultheis, Benjamin Alt, Sebastian Bast, Achim Guldner, David Jilg, Darko Katic, Johannes Mundorf, Tobias Schlagenhauf, Sebastian Weber, Ralph Bergmann, Simon Bergweiler, Lars Creutz, Guido Dartmann, Lukas Malburg, Stefan Naumann, Mahdi Rezapour, Martin Ruskowski:
EASY: Energy-Efficient Analysis and Control Processes in the Dynamic Edge-Cloud Continuum for Industrial Manufacturing. 161-166 - Massimiliano Ronzani, Emilio Sulis:
Improve Hospital Management Through Process Mining, Optimization, and Simulation: the CH4I-PM Project. 167-172 - Daan Apeldoorn:
Comprehensible Extraction of Knowledge Bases for Learning Agents in Games. 173-177
Volume 39, Number 3, September 2025
Special Issue: BPM in the era of AI (Part 2)
- Peter Fettke, Chiara Di Francescomarino:
Editorial: KI-SI: Business Process Management (BPM) in the Era of AI (BPM-AI). 179-180 - Keyvan Amiri Elyasi, Diana Sola, Christian Meilicke, Han van der Aa, Heiner Stuckenschmidt:
Knowledge Graph Completion for Activity Recommendation in Business Process Modeling. 181-195 - Fabiana Fournier, Lior Limonad, Inna Skarbovsky, Yuval David:
The WHY in Business Processes: Discovery of Causal Execution Dependencies. 197-219 - Alessandro Gianola, Marco Montali, Sarah Winkler:
SMT Techniques for Data-Aware Process Mining. 221-237 - Matheus Pereira de Almeida, Karina Valdivia Delgado, Sarajane Marques Peres, Marcelo Fantinato:
Alignment-based conformance checking for stochastic Petri nets. 239-258 - Lisa Grumbach:
Dissertation Abstract: Flexible Workflows - A Constraint- and Case-Based Approach. 259-263 - Sönke Knoch:
Sensor-Based Elicitation of Manual Assembly Processes. 265-269
Volume 39, Number 4, December 2025
Open Issue
- Anni-Yasmin Turhan:
Think Globally, Attend Locally. 271-272 - Faouzi Sebbak, Mustapha Réda Senouci, Farid Benhammadi, M'hamed Mataoui, Walid Cherifi:
Towards Cardinality-Aware Evidential Combination Rules in Dempster-Shafer Theory. 273-288 - Shweta Gangrade, Prakash Chandra Sharma, Akhilesh Kumar Sharma:
Colonoscopy Polyp Detection Using Bi-Directional Conv-LSTM U-Net with Densely Connected Convolution. 289-298 - Michael Kohlhase, Marc Berges, Jens Grubert, Andreas Henrich, Dieter Landes, Jochen L. Leidner, Florian Mittag, Daniela Nicklas, Ute Schmid, Yvonne Sedlmaier, Achim Ulbrich-vom Ende, Diedrich Wolter:
Project VoLL-KI. 299-309 - Eva Piccirilli, Claudio Di Ciccio, Marco Montali, Rafael Peñaloza, Luigi Pontieri, Francesco Ricca:
Explainable Knowledge-Aware Process Intelligence. 311-316 - Partha Pratim Ray, Mohan Pratap Pradhan:
DLUSEdge: Dynamic Load-Unload Scheduling for Localized LLMs on Resource-Constrained Edge. 317-324 - Vanessa Huston, Kai Hamburger:
Navigation Aid use and Human Wayfinding: How to Engage People in Active Spatial Learning. 325-332 - Ulrike Barthelmeß, Ulrich Furbach:
Artificial Intelligence: Steering Tomorrow. 333-336 - Calls. 337-339
- Bettina Finzel, Anna Saranti, Alessa Angerschmid, David E. Tafler, Bastian Pfeifer, Andreas Holzinger:
Correction: Generating Explanations for Conceptual Validation of Graph Neural Networks. 341 - Matthias Klusch, Jörg Lässig, Frank K. Wilhelm:
Correction: Quantum Technologies and AI Interview with Tommaso Calarco. 343 - Timotheus Kampik, Christian Warmuth, Adrian Rebmann, Ron Agam, Lukas N. P. Egger, Andreas Gerber, Johannes Hoffart, Jonas Kolk, Philipp Herzig, Gero Decker, Han van der Aa, Artem Polyvyanyy, Stefanie Rinderle-Ma, Ingo Weber, Matthias Weidlich:
Correction: Large Process Models: A Vision for Business Process Management in the Age of Generative AI. 345-347
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