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ORCIDKlaus Ackermann
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2020 – today
- 2024
[j3]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): 4999-5013 (2024)- 2023
- [j2]Hansika Hewamalage, Klaus Ackermann, Christoph Bergmeir:
Forecast evaluation for data scientists: common pitfalls and best practices. Data Min. Knowl. Discov. 37(2): 788-832 (2023) - 2022
- [j1]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) - [i5]Hansika Hewamalage, Klaus Ackermann, Christoph Bergmeir:
Forecast Evaluation for Data Scientists: Common Pitfalls and Best Practices. CoRR abs/2203.10716 (2022) - [i4]Satya Borgohain, Klaus Ackermann, Ruben Loaiza-Maya:
Bayesian Neural Network Versus Ex-Post Calibration For Prediction Uncertainty. CoRR abs/2209.14594 (2022) - 2021
- [c4]Priscila Grecov, Kasun Bandara, Christoph Bergmeir, Klaus Ackermann, Sam Campbell, Deborah A. Scott, Dan I. Lubman:
Causal Inference Using Global Forecasting Models for Counterfactual Prediction. PAKDD (2) 2021: 282-294 - 2020
- [i3]Klaus Ackermann, Alexey Chernikov, Nandini Anantharama, Miethy Zaman, Paul A. Raschky:
Object Recognition for Economic Development from Daytime Satellite Imagery. CoRR abs/2009.05455 (2020) - [i2]Klaus Ackermann, Simon D. Angus, Paul A. Raschky:
Estimating Sleep & Work Hours from Alternative Data by Segmented Functional Classification Analysis (SFCA). CoRR abs/2010.08102 (2020)
2010 – 2019
- 2018
- [c3]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: 15-22 - 2017
- [i1]Klaus Ackermann, Simon D. Angus, Paul A. Raschky:
The Internet as Quantitative Social Science Platform: Insights from a Trillion Observations. CoRR abs/1701.05632 (2017) - 2016
- [c2]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: 13-20 - 2014
- [c1]Klaus Ackermann, Simon D. Angus:
A Resource Efficient Big Data Analysis Method for the Social Sciences: The Case of Global IP Activity. ICCS 2014: 2360-2369
Coauthor Index
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