Horst Samulowitz
IBM (United States)(US)
Publications by Year
Research Areas
Constraint Satisfaction and Optimization, Machine Learning and Data Classification, AI-based Problem Solving and Planning, Data Management and Algorithms, Machine Learning and Algorithms
Most-Cited Works
- → Learning Feature Engineering for Classification(2017)276 cited
- → Human-AI Collaboration in Data Science(2019)267 cited
- → Adaptive data augmentation for image classification(2016)239 cited
- → Feature Engineering for Predictive Modeling Using Reinforcement Learning(2018)189 cited
- → Algorithm Selection and Scheduling(2011)149 cited
- → Cognito: Automated Feature Engineering for Supervised Learning(2016)143 cited
- → Human-AI Collaboration in Data Science: Exploring Data Scientists' Perceptions of Automated AI(2019)81 cited
- Learning to solve QBF(2007)
- Model-based genetic algorithms for algorithm configuration(2015)
- Algorithm portfolios based on cost-sensitive hierarchical clustering(2013)