Publications

33 results at Big Data 2022

Distributed Incremental Machine Learning for Big Time Series Data
- - Dhaval Salwala
  - Seshu Tirupathi
  - et al.
- 2022
- Big Data 2022
Graph Representation Learning based Vulnerable Target Identification in Ransomware Attacks
- - Wenqi Wei
  - Mu Qiao
  - et al.
- 2022
- Big Data 2022
Smart System for Multi-Cloud Pathways
- - Indervir Singh Banipal
  - Shubhi Asthana
- 2022
- Big Data 2022
Better Skill-based Job Representations, Assessed via Job Transition Data
- - Tyler Baldwin
  - Wyatt Clarke
  - et al.
- 2022
- Big Data 2022
Storage Capacity Prediction using Population Analytics
- - Umesh Deshpande
  - Thanh Pham
- 2022
- Big Data 2022
Identifying Extreme Regimes in Climate-Scale Digital Twins: a Roadmap
- - Eloisa Bentivegna
- 2022
- Big Data 2022
Natural Language Interface for Process Mining Queries in Healthcare
- - Hangu Yeo
  - Elahe Khorasani (Ellie)
  - et al.
- 2022
- Big Data 2022
Flood Event Detection from Sentinel 1 and Sentinel 2 Data: Does Land Use Matter for Performance of U-Net based Flood Segmenters?
- - Michal Muszynski
  - Tobias Hölzer
  - et al.
- 2022
- Big Data 2022
Federated XGBoost on Sample-Wise Non-IID Data
- - Katelinh Jones
  - Yuya Jeremy Ong
  - et al.
- 2022
- Big Data 2022
Improving Model Performance Using Metric-Guided Data Selection Framework
- - Paulina Toro Isaza
  - Yu Deng
  - et al.
- 2022
- Big Data 2022