Hyperparameters Optimization Using GridSearchCV Method for TinyML Models. - Tobiasz Puslecki; Krzysztof Walkowiak (CORES/IP&C, 2023)

On the classification of weather based on the production of photovoltaic installations. - Pawel Parczyk; Tobiasz Puslecki; Robert Burduk (ICDM (Workshops), 2024)

Certainty-Based Neural Network Architecture Selection Framework for TinyML Systems. - Joanna Komorniczak; Tobiasz Puslecki; Pawel Ksieniewicz; Krzysztof Walkowiak (IEEE Access, 2024)

Study of the Impact of Data Compression on the Energy Consumption Required for Data Transmission in a Microcontroller-Based System. - Dominik Piatkowski; Tobiasz Puslecki; Krzysztof Walkowiak (Sensors, 2024)

A Novel One-Versus-All Approach for Multiclass Classification in TinyML Systems. - Tobiasz Puslecki; Krzysztof Walkowiak (IEEE Embed. Syst. Lett., 2025)

On The Dynamic Ensemble Selection for TinyML-based Systems - a Preliminary Study. - Tobiasz Puslecki; Krzysztof Walkowiak (CoRR, 2025)