CFP
AIPM2024: 1st Workshop on “Artificial Intelligence in Process Mining” Ionian University Corfu, Greece, June 27-30, 2024 |
Conference website | https://ifipaiai.org/2024/workshops/aipm/ |
Abstract registration deadline | March 15, 2024 |
Submission deadline | March 15, 2024 |
Topics: ai enhanced process discovery evolutionary algorithms in process mining explainable ai in process mining ai based conformance checking
List of Topics:
- 1. AI-Enhanced Process Discovery
- Innovative approaches and algorithms combining AI techniques with process discovery methods.
- Adaptive and real-time process discovery using machine learning.
- 2. Uncertainty Quantification 2. Evolutionary Algorithms in Process Mining:
- Applications of evolutionary algorithms for process discovery, conformance checking, and model optimization.
- Dynamic and online evolution of process models in response to changing business environments.
- 3. Predictive Analytics and Machine Learning in Process Optimization:
- Predictive modeling for business process optimization.
- Machine learning applications in forecasting, resource allocation, and performance analysis.
- 4. AI-Based Conformance Checking:
- Techniques and tools leveraging AI for automated conformance checking and anomaly detection.
- Real-time monitoring and adaptive conformance checking strategies.
- 5. AI for Process Automation:
- Integration of AI technologies with process automation for enhanced efficiency.
- Case studies on successful implementations of AI-driven process automation.
- 6. Explainable AI in Process Mining:
- Approaches to making AI-driven insights from process mining transparent and interpretable.
- Ensuring accountability and compliance through explainable AI in process analysis.
Important Dates:
- Paper Submission Deadline: March 15, 2024
- Notification of Acceptance: March 30, 2024
- Camera-Ready Paper Submission/Registration: April 20, 2024
- Conference Dates: 27-30 of June, 2024