Publications

1629 results for Machine Learning

An Adaptive Transfer-learning Based Missing Data Imputation For Reliable Accounting Of Building Carbon Footprint.
- - Manikandan Padmanaban
  - Ayush Jain
  - et al.
- 2021
- INFORMS 2021
Talk
Minimizing Power Outage For Energy And Utility Industry With Deep Learning
- - Wang Zhou
  - Levente Klein
  - et al.
- 2021
- INFORMS 2021
Talk
Asynchronous decentralized accelerated stochastic gradient descent
- - Yi Zhou
  - Guanghui Lan
- 2021
- INFORMS 2021
Talk
Evaluating semantic queries for dataset engineering on the hyperknowledge platform
- - Marcio Moreno
  - Polyana Bezerra
  - et al.
- 2021
- ISWC-Posters-Demos-Industry 2021
Poster
A hyperknowledge approach to support dataset engineering
- - Marcio Moreno
  - Polyana Bezerra
  - et al.
- 2021
- ISWC 2021
Demo paper
Detecting model drift using polynomial relations
- - Eliran Roffe
  - Samuel Ackerman
  - et al.
- 2022
- AAAI 2022
Workshop paper
The class imbalance problem
- - Fadel Megahed
  - Ying-Ju Chen
  - et al.
- 2021
- Nature Methods
Paper
Density-based interpretable hypercube region partitioning for mixed numeric and categorical data
- - Samuel Ackerman
  - Eitan Farchi
  - et al.
- 2021
- JSM 2021
Conference paper
Learning Insurance Benefit Rules from Policy Texts with Small Labeled Data
- - Gabriele Picco
  - Lam Thanh Hoang
  - et al.
- 2021
- MedInfo 2021
Conference paper
Hierarchical Representation of Complex Intervention Sequences for Automated Subgroup Analysis in Critical Care Settings
- - Amee Trivedi
  - William Ogallo
  - et al.
- 2021
- MedInfo 2021
Conference paper