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Klaus Ackermann
Klaus Ackermann
Lecturer (Assistant Professor), Monash University
Bestätigte E-Mail-Adresse bei monash.edu
Titel
Zitiert von
Zitiert von
Jahr
Forecast evaluation for data scientists: common pitfalls and best practices
H Hewamalage, K Ackermann, C Bergmeir
Data Mining and Knowledge Discovery 37 (2), 788-832, 2023
662023
Early intervention systems: Predicting adverse interactions between police and the public
J Helsby, S Carton, K Joseph, A Mahmud, Y Park, A Navarrete, ...
Criminal Justice Policy Review 29 (2), 190-209, 2018
462018
A resource efficient big data analysis method for the social sciences: the case of global IP activity
K Ackermann, SD Angus
Procedia Computer Science 29, 2360-2369, 2014
362014
Deploying Machine Learning Models for Public Policy: A Framework
K Ackermann, J Walsh, A De Unánue, H Naveed, A Navarrete Rivera, ...
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
212018
Mobile phone coverage and violent conflict
K Ackermann, SA Churchill, R Smyth
Journal of Economic Behavior & Organization 188, 269-287, 2021
162021
Limiting the market for information as a tool of governance: Evidence from Russia
K Ackermann
Melbourne, Australia: Monash University working paper, 2020
112020
Ensembled Deep Learning for the Classification of Human Sperm Head Morphology
L Spencer, J Fernando, F Akbaridoust, K Ackermann, R Nosrati
Advanced Intelligent Systems 4 (10), 2200111, 2022
92022
The Internet as Quantitative Social Science Platform: Insights from a Trillion Observations
K Ackermann, SD Angus, PA Raschky
arXiv preprint arXiv:1701.05632, 2017
82017
Designing policy recommendations to reduce home abandonment in Mexico
K Ackermann, E Blancas Reyes, S He, T Anderson Keller, P van der Boor, ...
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016
82016
Probabilistic Causal Effect Estimation With Global Neural Network Forecasting Models
P Grecov, AN Prasanna, K Ackermann, S Campbell, D Scott, DI Lubman, ...
IEEE Transactions on Neural Networks and Learning Systems, 2022
62022
Object Recognition for Economic Development from Daytime Satellite Imagery
K Ackermann, A Chernikov, N Anantharama, M Zaman, PA Raschky
arXiv preprint arXiv:2009.05455, 2020
52020
Broadband internet and cognitive functioning
K Ackermann, S Awaworyi Churchill, R Smyth
Economic Record 99 (327), 536-563, 2023
42023
Causal inference using global forecasting models for counterfactual prediction
P Grecov, K Bandara, C Bergmeir, K Ackermann, S Campbell, D Scott, ...
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 282-294, 2021
42021
High-speed internet access and energy poverty
K Ackermann, SA Churchill, R Smyth
Energy economics 127, 107111, 2023
22023
Estimating the relationship between ethnic inequality, conflict and voter turnout in Africa using geocoded data
K Ackermann, SA Churchill, R Smyth
World Development 180, 106644, 2024
12024
Avengers Assemble! When Digital Piracy Increases Box Office Demand
K Ackermann, WA Bradley, JF Cameron
When Digital Piracy Increases Box Office Demand (June 30, 2020). SMU Cox …, 2020
12020
Bayesian Neural Network Versus Ex-Post Calibration For Prediction Uncertainty
S Borgohain, K Ackermann, R Loaiza-Maya
arXiv preprint arXiv:2209.14594, 2022
2022
Estimating Sleep & Work Hours from Alternative Data by Segmented Functional Classification Analysis (SFCA)
K Ackermann, SD Angus, PA Raschky
arXiv preprint arXiv:2010.08102, 2020
2020
The Effect of Internet on Political Mobilization
K Ackermann, SD Angus, R Hodler, PA Raschky
2018
Visualizing Meta-Explanations in Early Intervention Systems for Police Departments
D Crockett, J Walsh, K Ackermann, A Navarrete, R Ghani
IEEE Information Visualization Conference 2017, 2017
2017
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