Research Interest: Wireless Sensor Networks, Artificial Intelligence, Soft Computing, Signal Processing, Embedded Systems, and Computer Architectures

[1] I. Kim, J. P. Matos-Carvalho, I. Viksnin, T. Simas, and S. D. Correia. “Particle Swarm Optimization Embedded in UAV as a Method of Territory-Monitoring Efficiency Improvement”. In: Symmetry 14.6 (2022), p. 1080.
[2] S. D. Correia, R. Perez, J. Matos-Carvalho, and V. R. Q. Leithardt. “μJSON, a Lightweight Compression Scheme for Embedded GNSS Data Transmission on IoT Nodes”. In: 2022 5th Conference on Cloud and Internet of Things (CIoT), Marrakech, Morocco. IEEE. 2022, pp. 232–238.
[3] J. Fé, S. D. Correia, S. Tomic, and M. Beko. “Swarm optimization for energybased acoustic source localization: A comprehensive study”. In: Sensors 22.5 (2022), p. 1894.
[4] I. S. G. Brites, L. M. da Silva, J. L. V. Barbosa, S. J. Rigo, S. D. Correia, and V. R. Q. Leithardt. “Machine Learning and IoT Applied to Cardiovascular Diseases Identification through Heart Sounds: A Literature Review”. In: 8.4 (2021), p. 73.
[5] S. D. Correia, J. Fé, S. Tomic, and M. Beko. “Drones as Sound Sensors for Energy- Based Acoustic Tracking on Wildfire Environments”. In: IFIP International Internet of Things Conference. Springer, 2021, pp. 109–125.
[6] L. H. A Salazar, V. R. Q. Leithardt, W. D. Parreira, A. M. da Rocha Fernandes, J. L. V. Barbosa, and S. D. Correia. “Application of Machine Learning Techniques to Predict a Patient’s No-show in the Healthcare Sector”. In: Future Internet 14.1 (2021), p. 3.
[7] R. Perez, V. R. Q. Leithardt, and S. D. Correia. “Lossless Compression Scheme for Efficient GNSS Data Transmission on IoT Devices”. In: 2021 International Conference on Electrical, Computer and Energy Technologies (ICECET), Cape Town, South Africa. IEEE. 2021, pp. 1–6.
[8] J. Fé, S. D. Correia, S. Tomic, and M. Beko. “Kalman Filtering for Tracking a Moving Acoustic Source based on Energy Measurements”. In: Proceeding of the 2021 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), Mauritius, Mauritius. IEEE. 2021, pp. 1–6.
[9] A. V. Larentis, E. G. de A. Neto, J. L. V. Barbosa, D. N. F. Barbosa, V. R. Q. Leithardt, and S. D. Correia. “Ontology-Based Reasoning for Educational Assistance in Noncommunicable Chronic Diseases”. In: Computers 10.10 (2021), p. 128.
[10] L. P. Fava, J. C. Furtado, G. A. Helfer, J. L. V. B., M. Beko, S. D. Correia, and V. R. Q. Leithardt. “A Multi-Start Algorithm for Solving the Capacitated Vehicle Routing Problem with Two-Dimensional Loading Constraints”. In: Symmetry 13.9 (2021), p. 1697.
[11] P. R. dos Santos, D. N. F. Barbosa, E. G. A. Neto, J. L. V. Barbosa, S. D. Correia, and V. R. Q. Leithardt. “Learning and Well-Being in Educational Practices with Children and Adolescents Undergoing Cancer Treatment”. In: Education Sciences 11.8 (2021), p. 442.
[12] S. D. Correia, S. Tomic, and M. Beko. “A feed-forward neural network approach for energy-based acoustic source localization”. In: Journal of Sensor and Actuator Networks 10.2 (2021), p. 29.
[13] B. Garcia, G. Lourinho, S. D. Correia, P. Romano, and P. Brito. “Design, Construction, and Initial Testing of an Electrochemical Testing Stand for the Study of Different Electrolyzers”. In: Proceedings of the 1st GREENERING International Conference, Costa da Caparica, Portugal. 2021.
[14] A. S. Henrique, A. M. da Rocha Fernandes, L. Rodrigo, V. R. Q. Leithardt, S. D. Correia, P. Crocker, and R. L. S. Dazzi. “Classifying Garments from Fashion-MNIST Dataset Through CNNs”. In: Advances in Science, Technology and Engineering Systems Journal (ASTESJ) 6.1 (2021), pp. 989–994.
[15] S. D. Correia, J. Fé, S. Tomic, and M. Beko. “Development of a test-bench for evaluating the embedded implementation of the improved elephant herding optimization algorithm applied to energy-based acoustic localization”. In: Computers 9.4 (2020), p. 87.
[16] S. D. Correia, M. Beko, S. Tomic, and L. A. da Silva Cruz. “Energy-based Acoustic Localization by Improved Elephant Herding Optimization”. In: IEEE Access 8 (2020), pp. 28548–28559.
[17] S. D. Correia, L. F. Rodrigues, and J. P. S. Carrondo. “Project Based Learning in the Classroom: Application in a Computer Science Undergraduate Degree, applied to a Computer Architecture Course”. In: Proceedings of the 5th Ibero-American Congress on Entrepreneurship, Energy, Environment and Technology (CIEEMAT2019), Portalegre, Portugal.
[18] S. Lopes, S. D. Correia, and E. Marcelino-Jesus. “A b-Learning Case Study in Computer Networks”. In: Proceedings of the 15th China-Europe International Symposium on Software Engineering Education (CEISEE19), Costa da Caparica, Portugal. 2019.
[19] V. Serrinha, S. D. Correia, and G. Marques. “Productivity and economic analysis of a new intensive collector in the Portuguese market with implication of open innovation perspective”. In: Journal of Open Innovation: Technology, Market, and Complexity 5.3 (2019), p. 71.
[20] S. D. Correia, M. Beko, L. A. da Silva Cruz, and S. Tomic. “Implementation and validation of elephant herding optimization algorithm for acoustic localization”. In: Proceedings of the 26th Telecommunications Forum (TELFOR), Belgrade, Serbia. IEEE. 2018, pp. 1–4.
[21] E. M. Pinheiro and S. D. Correia. “Analog Input Expansion Board Based on I2C Communication
with Plug-and-Play Feature, Applied to Current Measurements”. In: International Journal of Electronics and Communication Engineering (IJECE) 5.9 (2018), pp. 1–5.
[22] S. D. Correia, M. Beko, L. A. da Silva Cruz, and S. Tomic. “Elephant herding optimization for energy-based localization”. In: Sensors 18.9 (2018), p. 2849.
[23] E. M. Pinheiro and S. D. Correia. “Software model for a low-cost, IoT oriented energy monitoring platform”. In: International Journal of Computer Science and Engineering (IJCSE) 5.7 (2018), pp. 1–5.
[24] E. M. Pinheiro and S. D. Correia. “Hardware Architecture of a Low-Cost Scalable Energy Monitor System”. In: International Journal of Engineering Trends and Technology (IJETT) 61.1 (2018), pp. 1–5.
[25] S. D. Correia, J. C. António, and Oliveira A. S. “Low Complexity Solar Powered Mobile Phone Charger for Educational Purposes”. In: Proceedings of the International Congress on Education, Innovation and Learning Technologies. 2015.
[26] S. D. Correia, J. Miranda, L. Silva, and A. Barreto. “LABVIEW and MATLAB for ECG acquisition, filtering and processing”. In: Proceedings of the 3rd International Conference on Integrity, Reliability and Failure, Porto, Portugal. 2009, pp. 20–24.
[27] K. Bousson and S. D. Correia. “Optimization Algorithm Based on Densification and Dynamic Canonical Descent”. In: Journal of Computational and Applied Mathematics 191.2 (2006), pp. 269–279.
[28] J. Gañan, A. Al-Kassir Abdulla, A. B. Miranda, J. Turegano, S. D. Correia, and E. M. Cuerda. “Energy production by means of gasification process of residuals sourced in Extremadura (Spain)”. In: Renewable Energy 30.11 (2005), pp. 1759–1769.
[29] A. Miranda, J. Gañan, A. Cru, J. Turégano, and S. D. Correia. “Study of an Air Conditioning Installation Using a Lithium Bromide Absorption Cycle Powered by Solar Energy”. In: Proceedings of the 1st International Congress on Energy and Environment and Management. 2005.
[30] J. Gañan, A. Miranda, J. Turégano, and S. D. Correia. “Viability Study for Cold Generation from Biomass in an Agrarian Explotation”. In: Proceedings of the 1st International Congress on Energy and Environment and Management, Portalegre, Portugal. 2005.
[31] J. Turégano, J. Gañan, T. Pinto, E. Sabio, S. R. Suero, and S. D. Correia. “Estudo do Aproveitamento Energético dos Residuos de Desbaste de Pinheiro Bravo de Alegrete e Pinheiro Jovem do Reguengo – Parque Natural da Serra de São Mamede, Concelho de Portalegre”. In: Proceedings of the 1st International Congress on Energy and Environment and Management, Portalegre, Portugal. 2005.
[32] S. D. Correia, P. Moutinho, H. Guerreiro, and L. Silva. “Sistema Distribuído de Monitorização Ambiental Baseado no Protocolo I2C”. In: Engenharia 2005 – Inovação e Conhecimento, Covilhã, Portugal. 2005.
[33] K. Bousson, S. D. Correia, and M. E. Baltazar. “Dynamic Canonical Descent and Densification: A Direct Method for Optimal Control”. In: Proceedings of the Modeling, Identification, and Control International Conference, Innsbruck, Austria. 2005.
[34] A. Marcos, J. Gañan, J. F. González, J. Turégano, A Miranda, and S. D. Correira. “Optimizatión del Proceso de Combustión en uma Caldera de Calefacción de 465KW, Modelo CPA de Roca”. In: (2004).
[35] A. Marcos, J. F. González, J. Turégano, A. B. Miranda, and S. D. Correia. “Aprovechamiento Energético Mediante Procesos de Gasificación con Aire de Residuos Biomásicos”. In: Proceedings of the VIII International Congress in Project Engineering, Bilbao, Spain. 2004.
[36] K. Bousson and S. D. Correia. “Densification and Dynamic Canonical Descent: An Optimization Algorithm”. In: Proceedings of the International Conference of Computational Methods in Sciences and Engineering 2004 (ICCMSE 2004), Athens, Greece. ISBN: 978-90-6764-418-1. CRC Press. 2004, pp. 75–78.
[37] J. Turégano, J. Gañan, A. Miranda, S. D. Correia, T. Pinto, and R. P. Valente. “Estudo do Aproveitamento Energético dos Resíduos da Cortiça Mediante Gaseificação. Pó de Serra, Aglomerado Negro.” In: Jornadas Politécnicas de Engenharia Mecânica, Automóvel, Organização e Gestão Industrial, Energia e Ambiente, Porto, Portugal. 2004.
[38] J. Gañan, J. Turégano, J. Gonzalez, A. Miranda, J. Carvalho, S. D. Correia, and T. Pinto. “Projecto de uma Central Piloto de Gaseificação de Residuos da Cortiça para Obtenção de Energia Eléctrica.” In: Jornadas Politécnicas de Engenharia Mecânica, Automóvel, Organização e Gestão Industrial, Energia e Ambiente. 2004.
[39] S. Correia, V. Realinho, R. Braga, J. Turégano, A. Miranda, and J. Gañán. “Development of a Monitoring System for Efficient Management of Agricultural Resources”. In: Proceedings of VIII International Congress on Project Engineering. 1. 2004, pp. 1215– 1222.
[40] K. Bousson, S. D. Correia, and M. E. Baltazar. “Global Optimization Issues in Direct Optimal Control”. In: Engenharia 2003 - Inovação e Desenvolvimento. 2003.
[41] J. Turégano, J. Gañan, J. F. González, A. Miranda, S. D. Correia, T. Pinto, and R. P. Valente. “Estudio del aprovechamiento energético de los residuos del corcho en la comarca de Portalegre (Portugal). Polvo de limadura aglomerado blanco y polvo triturado.” In: Proceedings of the XVI Congreso Nacional de Ingeniería Mecánica, Leon, Spain. 2003.