Klaus Ackermann

According to our database, Klaus Ackermann authored at least 11 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Probabilistic Causal Effect Estimation With Global Neural Network Forecasting Models.

Priscila Grecov, Ankitha Nandipura Prasanna, Klaus Ackermann, Sam Campbell, Deborah A. Scott, Dan I. Lubman, Christoph Bergmeir

IEEE Trans. Neural Networks Learn. Syst., April, 2024

2023

Forecast evaluation for data scientists: common pitfalls and best practices.

Hansika Hewamalage, Klaus Ackermann, Christoph Bergmeir

Data Min. Knowl. Discov., March, 2023

2022

Bayesian Neural Network Versus Ex-Post Calibration For Prediction Uncertainty.

Satya Borgohain, Klaus Ackermann, Ruben Loaiza-Maya

CoRR, 2022

Ensembled Deep Learning for the Classification of Human Sperm Head Morphology.

Lindsay Spencer, Jared Fernando, Farzan Akbaridoust, Klaus Ackermann, Reza Nosrati

Adv. Intell. Syst., 2022

2021

Causal Inference Using Global Forecasting Models for Counterfactual Prediction.

Priscila Grecov, Kasun Bandara, Christoph Bergmeir, Klaus Ackermann, Sam Campbell, Deborah A. Scott, Dan I. Lubman

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

2020

Estimating Sleep & Work Hours from Alternative Data by Segmented Functional Classification Analysis (SFCA).

Klaus Ackermann, Simon D. Angus, Paul A. Raschky

CoRR, 2020

Object Recognition for Economic Development from Daytime Satellite Imagery.

Klaus Ackermann, Alexey Chernikov, Nandini Anantharama, Miethy Zaman, Paul A. Raschky

CoRR, 2020

2018

Deploying Machine Learning Models for Public Policy: A Framework.

Klaus Ackermann, Joe Walsh, Adolfo De Unánue, Hareem Naveed, Andrea Navarrete Rivera, Sun-Joo Lee, Jason Bennett, Michael Defoe, Crystal Cody, Lauren Haynes, Rayid Ghani

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

2017

The Internet as Quantitative Social Science Platform: Insights from a Trillion Observations.

Klaus Ackermann, Simon D. Angus, Paul A. Raschky

CoRR, 2017

2016

Designing Policy Recommendations to Reduce Home Abandonment in Mexico.

Klaus Ackermann, Eduardo Blancas Reyes, Sue He, Thomas Anderson Keller, Paul van der Boor, Romana Khan, Rayid Ghani, José Carlos González

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

2014

A Resource Efficient Big Data Analysis Method for the Social Sciences: The Case of Global IP Activity.

Klaus Ackermann, Simon D. Angus

Proceedings of the International Conference on Computational Science, 2014