Frederic Stahl

Machine learning for aquatic plastic litter detection, classification and quantification (APLASTIC-Q)

Mattis Wolf, Katelijn van den Berg, Shungudzemwoyo P. Garaba et al. · Environmental Research Letters · 2020 · 115 citations · Full text

Plastic Litter, Convolutional Neural Network, Environmental Monitoring +21

A rule dynamics approach to event detection in Twitter with its application to sports and politics

Mariam Adedoyin-Olowe, Mohamed Medhat Gaber, Carlos Martin Dancausa et al. · Expert Systems with Applications · 2016 · 75 citations

Computational Social Science, Social Media, Social Medium Mining +12

Scalable real-time classification of data streams with concept drift

Mark Tennant, Frederic Stahl, Omer Rana et al. · Future Generation Computer Systems · 2017 · 75 citations · Full text

A heterogeneous online learning ensemble for non-stationary environments

Mobin M. Idrees, Leandro L. Minku, Frederic Stahl et al. · Knowledge-Based Systems · 2019 · 52 citations · Full text

Engineering, Machine Learning, Data Science +5

Data stream mining in ubiquitous environments: state‐of‐the‐art and current directions

Mohamed Medhat Gaber, João Gama, Shonali Krishnaswamy et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2014 · 46 citations · Full text

Engineering, Big Data Analytics, Streaming Algorithm +20