Andreas Züfle

1. Large Language Models for Spatial Trajectory Patterns Mining
   2023/10/07 by Zheng Zhang, Zhang, Zheng, Hossein Amiri +7 · 6 citations
   Medicine · Social Sciences · #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Geographic Information Systems Studies #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG)
2. Urban Anomalies: A Simulated Human Mobility Dataset with Injected Anomalies
   2024/09/28 by Hossein Amiri, Amiri, Hossein, Ruochen Kong +3 · 5 citations
   Social Sciences · #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Insurance, Mortality, Demography, Risk Management #Migration, Aging, and Tourism Studies #Social and Information Networks (cs.SI)
3. Transferable Unsupervised Outlier Detection Framework for Human Semantic Trajectories
   2024/09/28 by Zheng Zhang, Hossein Amiri, Zhang, Zheng +9 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting #Web Data Mining and Analysis
4. GeoLife+: Large-Scale Simulated Trajectory Datasets Calibrated to the GeoLife Dataset
   2024/10/02 by Hossein Amiri, Amiri, Hossein, Richard Yang +3 · 2 citations
   Computer Science · Engineering · Social Sciences · #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Traffic Prediction and Management Techniques
5. Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL
   2024/12/04 by Vishwanath Seshagiri, Siddharth Balyan, Seshagiri, Vishwanath +12 · 1 citation
   Computer Science · Business, Management and Accounting · #Service-Oriented Architecture and Web Services #Business Process Modeling and Analysis #Semantic Web and Ontologies
6. Kinematic Detection of Anomalies in Human Trajectory Data
   2024/09/27 by Levi Kennedy, Andreas Züfle, Kennedy, Lance +1 · 1 citation
   Computer Science · Decision Sciences · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multidisciplinary Science and Engineering Research #Time Series Analysis and Forecasting
7. Staypoint Detection from Noisy Trajectory Data [Experiment Paper]
   2026/07/21 by Lance Kennedy, Hossein Amiri, Yueyang Liu +9
   #cs.LG #cs.CG