Eleni Tsalera

Comparison of Pre-Trained CNNs for Audio Classification Using Transfer Learning

Eleni Tsalera, Andreas Papadakis · Journal of Sensor and Actuator Networks · 2021 · 117 citations · Full text

Sound Classification, Convolutional Neural Network, Audio Mining +12

Monitoring, profiling and classification of urban environmental noise using sound characteristics and the KNN algorithm

Eleni Tsalera, Andreas Papadakis · Energy Reports · 2020 · 45 citations · Full text

Feature Extraction with Handcrafted Methods and Convolutional Neural Networks for Facial Emotion Recognition

Eleni Tsalera, Andreas Papadakis, Ioannis Voyiatzis · Applied Sciences · 2022 · 32 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

CNN-based, contextualized, real-time fire detection in computational resource-constrained environments

Eleni Tsalera, Andreas Papadakis, Ioannis Voyiatzis · Energy Reports · 2023 · 24 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Novel principal component analysis‐based feature selection mechanism for classroom sound classification

Eleni Tsalera, Andreas Papadakis · Computational Intelligence · 2021 · 14 citations

Music, Engineering, Machine Learning +17