Big Data Challenges and Trade-offs in Energy Efficient Internet of Things systems. - Jelena Culic Gambiroza; Toni Mastelic (SoftCOM, 2018)

Predicting Low-Cost Gas Sensor Readings From Transients Using Long Short-Term Memory Neural Networks. - Jelena Culic Gambiroza; Toni Mastelic; Tonko Kovacevic; Mario Cagalj (IEEE Internet Things J., 2020)

Dynamic monitoring frequency for energy-efficient data collection in Internet of Things. - Jelena Culic Gambiroza; Toni Mastelic; Ivana Nizetic Kosovic; Mario Cagalj (J. Comput. Sci., 2022)

Machine Learning Methods for Efficient Data Reduction and Reconstruction in the concept of Internet of Things ; Metode strojnog učenja za učinkovito smanjenje količine podataka i njihovu rekonstrukciju u konceptu Interneta stvari. - Jelena Culic Gambiroza (2023)

Towards Energy-efficient Data Collection in Internet of Ships. - Jelena Culic Gambiroza; Mirko Coric; Mario Cagalj (SoftCOM, 2024)

Lost in data: recognizing type of time series sensor data using signal pattern classification. - Jelena Culic Gambiroza; Toni Mastelic; Ivana Nizetic Kosovic; Mario Cagalj (Int. J. Data Sci. Anal., 2025)