selected publications
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academic article
- Transfer Learning with AudioSet to Voice Pathologies Identification in Continuous Speech. Procedia Computer Science. 164:662-669. 2019
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chapter
- Image Processing of Petri Dishes for Counting Microorganisms. 763-775. 2022
- Smart Data Driven System for Pathological Voices Classification. Communications in Computer and Information Science. 2022
- Leaf-Based Species Recognition Using Convolutional Neural Networks. Optimization, learning algorithms and applications: first International Conference, OL2A 2021. 367-380. 2021
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conference paper
- Super-resolution face recognition: an approach using generative adversarial networks and joint-learn 2022
- Assessment of honey bee cells using deep learning 2018
- Classification of control/pathologic subjects with support vector machines. 272-279. 2018
- Classification of honeycomb content in hive frames using deep learning 2018
- Harmonic to noise ratio measurement - selection of window and length. 280-285. 2018
- Long short term memory on chronic laryngitis classification. 250-257. 2018
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journal article
- Determination of Harmonic Parameters in Pathological Voices—Efficient Algorithm. Applied Sciences. 2333. 2023
- Predictive Analysis of COVID-19 Symptoms in Social Networks through Machine Learning. Electronics. 580-580. 2022
- TTS-Portuguese Corpus: a corpus for speech synthesis in Brazilian Portuguese. Language Resources and Evaluation. 1043-1055. 2022
- Automatic detection and classification of honey bee comb cells using deep learning. COMPUTERS AND ELECTRONICS IN AGRICULTURE. 105244. 2020