A Resource Efficient Big Data Analysis Method for the Social Sciences: The Case of Global IP Activity. - Klaus Ackermann; Simon D. Angus (ICCS, 2014)

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 (KDD, 2016)

The Internet as Quantitative Social Science Platform: Insights from a Trillion Observations. - Klaus Ackermann; Simon D. Angus; Paul A. Raschky (CoRR, 2017)

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 (KDD, 2018)

Object Recognition for Economic Development from Daytime Satellite Imagery. - Klaus Ackermann; Alexey Chernikov; Nandini Anantharama; Miethy Zaman; Paul A. Raschky (CoRR, 2020)

Estimating Sleep & Work Hours from Alternative Data by Segmented Functional Classification Analysis (SFCA). - Klaus Ackermann; Simon D. Angus; Paul A. Raschky (CoRR, 2020)

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 (PAKDD (2), 2021)

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)

Bayesian Neural Network Versus Ex-Post Calibration For Prediction Uncertainty. - Satya Borgohain; Klaus Ackermann; Ruben Loaiza-Maya (CoRR, 2022)

Forecast evaluation for data scientists: common pitfalls and best practices. - Hansika Hewamalage; Klaus Ackermann; Christoph Bergmeir (Data Min. Knowl. Discov., 2023)

Automated Assessment of Residual Plots with Computer Vision Models. - Weihao Li 006; Dianne Cook; Emi Tanaka; Susan VanderPlas; Klaus Ackermann (CoRR, 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., 2024)

Morphology Classification of Live Unstained Human Sperm Using Ensemble Deep Learning. - Sahar Shahali; Mubasshir Murshed; Lindsay Spencer; Ozlem Tunc; Ludmila Pisarevski; Jason Conceicao; Robert McLachlan; Moira K. O'Bryan; Klaus Ackermann; Deirdre Zander-Fox; Adrian Neild; Reza Nosrati (Adv. Intell. Syst., 2024)

Leveraging Computer Vision and Visual LLMs for Cost-Effective and Consistent Street Food Safety Assessment in Kolkata India. - Alexey Chernikov; Klaus Ackermann; Caitlin Brown; Denni Tommasi (AAAI, 2025)