Publications

21 results for Michael Nidd

Recall Is Not Enough: Token-Centric Metrics for Agentic Schema
- - Ioana Giurgiu
  - Michael Nidd
- 2026
- aiDM 2026
Workshop paper
Automated Single-Turn Solution Recommendation System for Software IT Support Tickets
- - Paulina Toro Isaza
  - Michael Nidd
  - et al.
- 2025
- Big Data 2025
Conference paper
Bootstrapping Learned Cost Models with Synthetic SQL Queries
- - Michael Nidd
  - Christoph Miksovic Czasch
  - et al.
- 2025
- VLDB 2025
Workshop paper
ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks
- - Saurabh Jha
  - Rohan Arora
  - et al.
- 2025
- ICML 2025
Conference paper
Exploring Large Language Models for Low-Resource IT Information Extraction
- - Bhavya -
  - Paulina Toro Isaza
  - et al.
- 2023
- ICDM 2023
Workshop paper
Improving Model Performance Using Metric-Guided Data Selection Framework
- - Paulina Toro Isaza
  - Yu Deng
  - et al.
- 2022
- Big Data 2022
Workshop paper
A system for proactive risk assessment of application changes in cloud operations
- - Raghav Batta
  - Larisa Shwartz
  - et al.
- 2021
- CLOUD 2021
Conference paper
FIXME: Enhance Software Reliability with Hybrid Approaches in Cloud
- - Jinho Hwang
  - Larisa Shwartz
  - et al.
- 2021
- ICSE-SEIP 2021
Conference paper
Digitalization concepts to optimize O&M strategies in Offshore Wind Energy
- - Michael Nidd
  - Moritz Gräfe
  - et al.
- 2019
- WindEurope Offshore 2019
Invited talk
Leveraging AI in Service Automation Modeling: From Classical AI Through Deep Learning to Combination Models
- - Qing Wang
  - Larisa Shwartz
  - et al.
- 2019
- ICSOC 2019
Conference paper