From Source to Target: Leveraging Transfer Learning for Predictive Process Monitoring in Organizations
Fuente:
arXiv
Saved in:
| Main Authors: | Weinzierl, Sven, Zilker, Sandra, Liessmann, Annina, Käppel, Martin, Wang, Weixin, Matzner, Martin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Machine learning in business process management: A systematic literature review
by: Weinzierl, Sven, et al.
Published: (2024)
by: Weinzierl, Sven, et al.
Published: (2024)
A machine learning framework for interpretable predictions in patient pathways: The case of predicting ICU admission for patients with symptoms of sepsis
by: Zilker, Sandra, et al.
Published: (2024)
by: Zilker, Sandra, et al.
Published: (2024)
FairLoop: Software Support for Human-Centric Fairness in Predictive Business Process Monitoring
by: Möhrlein, Felix, et al.
Published: (2025)
by: Möhrlein, Felix, et al.
Published: (2025)
A Human-In-The-Loop Approach for Improving Fairness in Predictive Business Process Monitoring
by: Käppel, Martin, et al.
Published: (2025)
by: Käppel, Martin, et al.
Published: (2025)
Challenging the Performance-Interpretability Trade-off: An Evaluation of Interpretable Machine Learning Models
by: Kruschel, Sven, et al.
Published: (2024)
by: Kruschel, Sven, et al.
Published: (2024)
Q-NL Verifier: Leveraging Synthetic Data for Robust Knowledge Graph Question Answering
by: Schwabe, Tim, et al.
Published: (2025)
by: Schwabe, Tim, et al.
Published: (2025)
CuTS: Customizable Tabular Synthetic Data Generation
by: Vero, Mark, et al.
Published: (2023)
by: Vero, Mark, et al.
Published: (2023)
SQLBarber: A System Leveraging Large Language Models to Generate Customized and Realistic SQL Workloads
by: Lao, Jiale, et al.
Published: (2025)
by: Lao, Jiale, et al.
Published: (2025)
SimBank: from Simulation to Solution in Prescriptive Process Monitoring
by: De Moor, Jakob, et al.
Published: (2025)
by: De Moor, Jakob, et al.
Published: (2025)
Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward
by: Weng, Han, et al.
Published: (2025)
by: Weng, Han, et al.
Published: (2025)
Pseudo-Label Calibration Semi-supervised Multi-Modal Entity Alignment
by: Wang, Luyao, et al.
Published: (2024)
by: Wang, Luyao, et al.
Published: (2024)
ParisKV: Fast and Drift-Robust KV-Cache Retrieval for Long-Context LLMs
by: Qi, Yanlin, et al.
Published: (2026)
by: Qi, Yanlin, et al.
Published: (2026)
Pruning Minimal Reasoning Graphs for Efficient Retrieval-Augmented Generation
by: Wang, Ning, et al.
Published: (2026)
by: Wang, Ning, et al.
Published: (2026)
A Domain-Specific Language for LLM-Driven Trigger Generation in Multimodal Data Collection
by: Reis, Philipp, et al.
Published: (2026)
by: Reis, Philipp, et al.
Published: (2026)
SMART: Automatically Scaling Down Language Models with Accuracy Guarantees for Reduced Processing Fees
by: Jo, Saehan, et al.
Published: (2024)
by: Jo, Saehan, et al.
Published: (2024)
CRINN: Contrastive Reinforcement Learning for Approximate Nearest Neighbor Search
by: Li, Xiaoya, et al.
Published: (2025)
by: Li, Xiaoya, et al.
Published: (2025)
Skill Learning Using Process Mining for Large Language Model Plan Generation
by: Redis, Andrei Cosmin, et al.
Published: (2024)
by: Redis, Andrei Cosmin, et al.
Published: (2024)
Tackling prediction tasks in relational databases with LLMs
by: Wydmuch, Marek, et al.
Published: (2024)
by: Wydmuch, Marek, et al.
Published: (2024)
Query Performance Explanation through Large Language Model for HTAP Systems
by: Xiu, Haibo, et al.
Published: (2024)
by: Xiu, Haibo, et al.
Published: (2024)
Duplicate Detection with GenAI
by: Ormesher, Ian
Published: (2024)
by: Ormesher, Ian
Published: (2024)
SketchFill: Sketch-Guided Code Generation for Imputing Derived Missing Values
by: Zhang, Yunfan, et al.
Published: (2024)
by: Zhang, Yunfan, et al.
Published: (2024)
GNN: Graph Neural Network and Large Language Model for Data Discovery
by: Hoang, Thomas
Published: (2024)
by: Hoang, Thomas
Published: (2024)
Prompt Valuation Based on Shapley Values
by: Liu, Hanxi, et al.
Published: (2023)
by: Liu, Hanxi, et al.
Published: (2023)
Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Generator-Validator Fine-tuning
by: Xing, Junjie, et al.
Published: (2024)
by: Xing, Junjie, et al.
Published: (2024)
Tabular Data Understanding with LLMs: A Survey of Recent Advances and Challenges
by: Wu, Xiaofeng, et al.
Published: (2025)
by: Wu, Xiaofeng, et al.
Published: (2025)
Graph Learning in the Era of LLMs: A Survey from the Perspective of Data, Models, and Tasks
by: Li, Xunkai, et al.
Published: (2024)
by: Li, Xunkai, et al.
Published: (2024)
PMKLC: Parallel Multi-Knowledge Learning-based Lossless Compression for Large-Scale Genomics Database
by: Sun, Hui, et al.
Published: (2025)
by: Sun, Hui, et al.
Published: (2025)
Informatics for Food Processing
by: Ispirova, Gordana, et al.
Published: (2025)
by: Ispirova, Gordana, et al.
Published: (2025)
Large Language Models and Synthetic Data for Monitoring Dataset Mentions in Research Papers
by: Solatorio, Aivin V., et al.
Published: (2025)
by: Solatorio, Aivin V., et al.
Published: (2025)
Database Entity Recognition with Data Augmentation and Deep Learning
by: Fu, Zikun, et al.
Published: (2025)
by: Fu, Zikun, et al.
Published: (2025)
To Softmax, or not to Softmax: that is the question when applying Active Learning for Transformer Models
by: Gonsior, Julius, et al.
Published: (2022)
by: Gonsior, Julius, et al.
Published: (2022)
Accelerating Transfer Learning with Near-Data Computation on Cloud Object Stores
by: Petrescu, Diana, et al.
Published: (2022)
by: Petrescu, Diana, et al.
Published: (2022)
Reasoning-SQL: Reinforcement Learning with SQL Tailored Partial Rewards for Reasoning-Enhanced Text-to-SQL
by: Pourreza, Mohammadreza, et al.
Published: (2025)
by: Pourreza, Mohammadreza, et al.
Published: (2025)
Graph-based Active Learning for Entity Cluster Repair
by: Christen, Victor, et al.
Published: (2024)
by: Christen, Victor, et al.
Published: (2024)
Data Agent: A Holistic Architecture for Orchestrating Data+AI Ecosystems
by: Sun, Zhaoyan, et al.
Published: (2025)
by: Sun, Zhaoyan, et al.
Published: (2025)
GenDB: The Next Generation of Query Processing -- Synthesized, Not Engineered
by: Lao, Jiale, et al.
Published: (2026)
by: Lao, Jiale, et al.
Published: (2026)
CareerBERT: Matching Resumes to ESCO Jobs in a Shared Embedding Space for Generic Job Recommendations
by: Rosenberger, Julian, et al.
Published: (2025)
by: Rosenberger, Julian, et al.
Published: (2025)
MoTime: A Dataset Suite for Multimodal Time Series Forecasting
by: Zhou, Xin, et al.
Published: (2025)
by: Zhou, Xin, et al.
Published: (2025)
ReCellTy: Domain-Specific Knowledge Graph Retrieval-Augmented LLMs Reasoning Workflow for Single-Cell Annotation
by: Han, Dezheng, et al.
Published: (2025)
by: Han, Dezheng, et al.
Published: (2025)
Enhancing Financial Market Predictions: Causality-Driven Feature Selection
by: Liang, Wenhao, et al.
Published: (2024)
by: Liang, Wenhao, et al.
Published: (2024)
Similar Items
-
Machine learning in business process management: A systematic literature review
by: Weinzierl, Sven, et al.
Published: (2024) -
A machine learning framework for interpretable predictions in patient pathways: The case of predicting ICU admission for patients with symptoms of sepsis
by: Zilker, Sandra, et al.
Published: (2024) -
FairLoop: Software Support for Human-Centric Fairness in Predictive Business Process Monitoring
by: Möhrlein, Felix, et al.
Published: (2025) -
A Human-In-The-Loop Approach for Improving Fairness in Predictive Business Process Monitoring
by: Käppel, Martin, et al.
Published: (2025) -
Challenging the Performance-Interpretability Trade-off: An Evaluation of Interpretable Machine Learning Models
by: Kruschel, Sven, et al.
Published: (2024)