Klaus Ackermann

15 papers A* 3Misc 1Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
Leveraging Computer Vision and Visual LLMs for Cost-Effective and Consistent Street Food Safety Assessment in Kolkata India.
AAAI
Alexey Chernikov, Klaus Ackermann, Caitlin Brown, Denni Tommasi
2024 J jnl
Automated Assessment of Residual Plots with Computer Vision Models.
CoRR
Weihao Li, Dianne Cook, Emi Tanaka, Susan VanderPlas, Klaus Ackermann
2024 J jnl
Morphology Classification of Live Unstained Human Sperm Using Ensemble Deep Learning.
Adv. Intell. Syst.
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
2024 J jnl
Probabilistic Causal Effect Estimation With Global Neural Network Forecasting Models.
IEEE Trans. Neural Networks Learn. Syst.
Priscila Grecov, Ankitha Nandipura Prasanna, Klaus Ackermann, Sam Campbell, Deborah A. Scott, Dan I. Lubman, Christoph Bergmeir
2023 J jnl
Forecast evaluation for data scientists: common pitfalls and best practices.
Data Min. Knowl. Discov.
Hansika Hewamalage, Klaus Ackermann, Christoph Bergmeir
2022 J jnl
Bayesian Neural Network Versus Ex-Post Calibration For Prediction Uncertainty.
CoRR
Satya Borgohain, Klaus Ackermann, Ruben Loaiza-Maya
2022 J jnl
Ensembled Deep Learning for the Classification of Human Sperm Head Morphology.
Adv. Intell. Syst.
Lindsay Spencer, Jared Fernando, Farzan Akbaridoust, Klaus Ackermann, Reza Nosrati
2022 J jnl
Forecast Evaluation for Data Scientists: Common Pitfalls and Best Practices.
CoRR
Hansika Hewamalage, Klaus Ackermann, Christoph Bergmeir
2021 — conf
Causal Inference Using Global Forecasting Models for Counterfactual Prediction.
PAKDD (2)
Priscila Grecov, Kasun Bandara, Christoph Bergmeir, Klaus Ackermann, Sam Campbell, Deborah A. Scott, Dan I. Lubman
2020 J jnl
Estimating Sleep & Work Hours from Alternative Data by Segmented Functional Classification Analysis (SFCA).
CoRR
Klaus Ackermann, Simon D. Angus, Paul A. Raschky
2020 J jnl
Object Recognition for Economic Development from Daytime Satellite Imagery.
CoRR
Klaus Ackermann, Alexey Chernikov, Nandini Anantharama, Miethy Zaman, Paul A. Raschky
2018 A* conf
Deploying Machine Learning Models for Public Policy: A Framework.
KDD
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
2017 J jnl
The Internet as Quantitative Social Science Platform: Insights from a Trillion Observations.
CoRR
Klaus Ackermann, Simon D. Angus, Paul A. Raschky
2016 A* conf
Designing Policy Recommendations to Reduce Home Abandonment in Mexico.
KDD
Klaus Ackermann, Eduardo Blancas Reyes, Sue He, Thomas Anderson Keller, Paul van der Boor, Romana Khan, Rayid Ghani, José Carlos González
2014 Misc conf
A Resource Efficient Big Data Analysis Method for the Social Sciences: The Case of Global IP Activity.
ICCS
Klaus Ackermann, Simon D. Angus