Simone A. Ludwig

Performance Evaluation of Deep Neural Networks Applied to Speech Recognition: RNN, LSTM and GRU

Apeksha Nagesh Shewalkar, Deepika Nyavanandi, Simone A. Ludwig · Journal of Artificial Intelligence and Soft Computing Research · 2019 · 538 citations · Full text

Long-term Dependencies, Engineering, Machine Learning +17

Hyperparameter Optimization: Comparing Genetic Algorithm against Grid Search and Bayesian Optimization

Hussain Alibrahim, Simone A. Ludwig · 2021 · 369 citations

Artificial Intelligence, Engineering, Machine Learning +20

Side-channel analysis and machine learning: A practical perspective

Stjepan Picek, Annelie Heuser, Alan Jović et al. · 2017 · 100 citations

Engineering, Machine Learning, Information Security +21

MapReduce-based fuzzy c-means clustering algorithm: implementation and scalability

Simone A. Ludwig · International Journal of Machine Learning and Cybernetics · 2015 · 92 citations

Cluster Computing, Fuzzy Logic, Engineering +8

A performance analysis of dimensionality reduction algorithms in machine learning models for cancer prediction

Md Faisal Kabir, Tianjie Chen, Simone A. Ludwig · Healthcare Analytics · 2022 · 85 citations · Full text

Engineering, Machine Learning, Feature Selection +21