Klaus Ackermann

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 11

Top Topics

Dempster Shafer

Social Sciences

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Priscila Grecov, Ankitha Nandipura Prasanna, Klaus Ackermann, Sam Campbell, Deborah A. Scott, Dan I. Lubman, Christoph Bergmeir
Probabilistic Causal Effect Estimation With Global Neural Network Forecasting Models. IEEE Trans. Neural Networks Learn. Syst. 35 (4) (2024)
Hansika Hewamalage, Klaus Ackermann, Christoph Bergmeir
Forecast evaluation for data scientists: common pitfalls and best practices. Data Min. Knowl. Discov. 37 (2) (2023)
Hansika Hewamalage, Klaus Ackermann, Christoph Bergmeir
Forecast Evaluation for Data Scientists: Common Pitfalls and Best Practices. CoRR (2022)
Lindsay Spencer, Jared Fernando, Farzan Akbaridoust, Klaus Ackermann, Reza Nosrati
Ensembled Deep Learning for the Classification of Human Sperm Head Morphology. Adv. Intell. Syst. 4 (10) (2022)
Satya Borgohain, Klaus Ackermann, Ruben Loaiza-Maya
Bayesian Neural Network Versus Ex-Post Calibration For Prediction Uncertainty. CoRR (2022)
Priscila Grecov, Kasun Bandara, Christoph Bergmeir, Klaus Ackermann, Sam Campbell, Deborah Scott, Dan I. Lubman
Causal Inference Using Global Forecasting Models for Counterfactual Prediction. PAKDD (2) (2021)
Klaus Ackermann, Simon D. Angus, Paul A. Raschky
Estimating Sleep & Work Hours from Alternative Data by Segmented Functional Classification Analysis (SFCA). CoRR (2020)
Klaus Ackermann, Alexey Chernikov, Nandini Anantharama, Miethy Zaman, Paul A. Raschky
Object Recognition for Economic Development from Daytime Satellite Imagery. CoRR (2020)
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
Deploying Machine Learning Models for Public Policy: A Framework. KDD (2018)
Klaus Ackermann, Simon D. Angus, Paul A. Raschky
The Internet as Quantitative Social Science Platform: Insights from a Trillion Observations. CoRR (2017)
Klaus Ackermann, Eduardo Blancas Reyes, Sue He, Thomas Anderson Keller, Paul van der Boor, Romana Khan, Rayid Ghani, José Carlos González
Designing Policy Recommendations to Reduce Home Abandonment in Mexico. KDD (2016)
Klaus Ackermann, Simon D. Angus
A Resource Efficient Big Data Analysis Method for the Social Sciences: The Case of Global IP Activity. ICCS (2014)