Research output per year
Research output per year
Personal profile
Personal information
I am Fernando Almeida, a PhD candidate in Information Management. My research focuses on Data Science and its impact on business decision support. I am particularly interested in integrating machine learning techniques with business systems to enhance operational efficiency and strategic planning.
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
- 3 Article
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Optimizing Space Heating in Buildings: A Deep Learning Approach for Energy Efficiency
Almeida, F., Castelli, M., Côrte-Real, N. & Manzoni, L., May 2025, In: Energies. 18, 10, 25 p., 2471.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Downloads (Pure) -
Towards Sustainable Energy: Predictive Models for Space Heating Consumption at the European Central Bank
Almeida, F., Castelli, M. & Côrte-Real, N., 21 Apr 2025, In: Environments. 12, 4, p. 1-28 28 p., 131.Research output: Contribution to journal › Article › peer-review
Open AccessFile12 Downloads (Pure) -
Leveraging Feature Sets and Machine Learning for Enhanced Energy Load Prediction: A Comparative Analysis
Almeida, F., Castelli, M. & Côrte-Real, N., Dec 2024, In: Emerging Science Journal. 8, 6, p. 2120-2143 24 p., 1.Research output: Contribution to journal › Article › peer-review
Open AccessFile7 Downloads (Pure)