Publications
Jornal papers
2025
12.2025. Petukhova, A., Matos-Carvalho, J.P. & Fachada, N. (2024). Text clustering with large language model embeddings. International Journal of Cognitive Computing in Engineering, TBD, TBD. https://doi.org/10.1016/j.ijcce.2024.11.004
01. 2025. Harkat, H., Ahmed, H. F. T., Nascimento, J. M. P., & Bernardino, A. (2025). Early fire detection using wavelet based features. Measurement: Journal of the International Measurement Confederation, 242, Article 115881. https://doi.org/10.1016/j.measurement.2024.115881
2024
12.2024. S. Berra, A. Benchabane, S. Chakraborty, K. Maruta, R. Dinis, and M. Beko, "A Low Complexity Linear Precoding Method for Extremely Large-Scale MIMO Systems," IEEE Open Journal of Vehicular Technology, 2024, https://doi.org/10.1109/OJVT.2024.3514749
11.2024. Dj. Stanković, A. Draganić, N. Lekić, C. Ioana, and I. Orović, 2024, An Analog-Digital Hardware for Parzen-Based Nonparametric Probability Density Estimation. IEEE Access, vol. 12, pp. 116226-116237, 2024, doi: https://doi.org/10.1109/ACCESS.2024.3446370
10.2024. Dj. Stanković, A. Draganić, C. Ioana, and I. Orović, 2024, Enhancing Hopfield Network Performance for Pattern Retrieval Using Sparse Recovery Algorithm and Parzen Estimator, Digital Signal Processing, Volume 156, 104814, https://doi.org/10.1016/j.dsp.2024.104814
10.2024. Mikovic A., 2024, Physical states and transition amplitudes in piecewise flat quantum gravity, IJMPD, Vol. 33, nº 13, pp(2450048), https://doi.org/10.1142/S0218271824500482
09.2024. Serras-Santos, R., Fachada, N., Matos-Carvalho, J.P., Tomic, S. & Beko, M. AutoNAV: A Python package for simulating UAV navigation in satellite-less environments. SoftwareX, 27. 101782. https://doi.org/10.1016/j.softx.2024.101782
08.2024. Dj. Stanković, A. Draganić, N. Lekić, C. Ioana, and I. Orović, 2024, An Analog-Digital Hardware for Parzen-Based Nonparametric Probability Density Estimation. IEEE Access, vol. 12, pp. 116226-116237, 2024, https://doi.org/10.1109/ACCESS.2024.3446370
08.2024. F. J. T. E. Ferreira, J. M. Alberto and A. T. de Almeida, "Assessment of Induction Motor Tolerance to Supply Voltage Unbalance for Different Dual-Winding Configurations," in IEEE Transactions on Energy Conversion, https://doi.org/10.1109/TEC.2024.3439192
06.2024. Policarpo, H., Lourenço, J. P., Anastácio, A. M., Parente, R., Rego, F., Silvestre, D., Afonso, F. & Maia, N. M., 2024, Conceptual Design of an Unmanned Electrical Amphibious Vehicle for Ocean and Land Surveillance, World Electric Vehicle Journal, 15(7), 279., https://doi.org/10.3390/wevj15070279
06.2024. Fachada, N., & David, N. Artificial Intelligence in Modeling and Simulation. Algorithms, 17(6), 265. https://doi.org/10.3390/a17060265
06.2024. Cascais Brás, J., Filipe Pereira, R., Fonseca, M., Ribeiro, R., Scalabrin Bianchi, I. Advances in auditing and business continuity: A study in financial companies; Journal of Open Innovation: Technology, Market, and Complexity, Volume 10, Issue 2, 100304. https://doi.org/10.1016/j.joitmc.2024.100304
06.2024. Serras-Santos, R., Fachada, N., Matos-Carvalho, J.P., Tomic, S. & Beko, M. (2024). AutoNAV: A Python package for simulating UAV navigation in satellite-less environments. SoftwareX, 27. 101782. https://doi.org/10.1016/j.softx.2024.101782
06.2024. Silva, M. A., Amado, C., Loureiro, D., 2024, Inferring Demand in Drinking Water Distribution Systems through Stratified Sampling of Billing Data for Smart Meter Installation, Journal of Water Resources Planning and Management, https://doi.org/10.1061/JWRMD5.WRENG-640
06.2024. Cipriano, B.P., Baltazar, B., Fachada, N., Vourvopoulos, A. & Alves, P. (2024). Bridging the Gap between Project-Oriented and Exercise-Oriented Automatic Assessment Tools. Computers, 13(7), 162. https://doi.org/10.3390/computers13070162
05.2024. Viviana Caldeira, Luana N’Dembo, Rúben Araújo, Cristina von Rekowski, Tiago Fonseca, Pedro Sampaio, Cecília Calado. (2024) A new methodology for a rapid and high-throughput comparison of molecular profiles and biological activity of phytoextracts. Biotechnol Bioeng. 1–12. https://doi.org/10.1002/bit.287392024
05.2024. Pang Shuo , Li Ye , Xiao Liang , Rego Francisco , Ma Teng, 2024, Editorial: Unmanned marine vehicles for ocean Observation, Frontiers in Marine Science, 11, https://doi.org/10.3389/fmars.2024.1422451
05.2024. S. Sabapathy, M. Surendar, and Dushantha Nalin K. Jayakody, “Rate-Splitting Sparse Vector Code for Next-Generation URLLC Systems”, IEEE Wireless Communications Letters. https://doi.org/10.1109/LWC.2024.3400452
05.2024. Sampaio, P.N.; Calado, C.C.R. (2024) Enhancing Bioactive Compound Classification through the Synergy of Fourier-Transform Infrared Spectroscopy and Advanced Machine Learning Methods. Antibiotics 2024, 13, 428. https://doi.org/10.3390/antibiotics13050428
05.2024. S. Tomic, M. Beko, “Trustworthy Target Localization via ADMM in the Presence of Malicious Nodes”, IEEE Transactions on Vehicular Technology, vol. 73, no. 5, pp. 7250—7261, May 2024. https://doi.org/10.1109/TVT.2023.3346476
05.2024. Oliveira, A., Fachada, N., & Matos-Carvalho, J.P. Raster Forge: Interactive raster manipulation library and GUI for Python. Software Impacts, 20, 100657. https://doi.org/10.1016/j.simpa.2024.100657
04.2024. T. Devaja, M. Petkovic, C. Wang, M. Beko and D. Vukobratovic, “On Error Probability Analysis of Short-Packet Communications in Massive Internet of Things,” IEEE Access, vol. 12, pp. 67107-67116, 2024, https://doi.org/10.1109/ACCESS.2024.3394542
03.2024. Ambrish Kumar, Dushantha Nalin K. Jayakody, and Rishbrind Kumar Upadhya, "Secure and Reliable IoT Communication in Underlay CRN with Imperfect CSI", IEEE IoT Journal. https://doi.org/10.1109/JIOT.2024.3372185
03.2024. S. Tomic, M. Beko, “A Min-max Optimization-based Approach for Secure Localization in Wireless Networks”, IEEE Transactions on Vehicular Technology, vol. 73, no. 3, 4151—4161, March 2024. https://doi.org/10.1109/TVT.2023.3325063
03.2024. S. Berra, S. Chakraborty and R. Dinis, "A Low Complexity Iterative SC-FDE Receiver for Massive MIMO Systems," in IEEE Transactions on Vehicular Technology, vol. 73, no. 7, pp. 10405-10420, July 2024, https://doi.org/10.1109/TVT.2024.3381559
02.2024. Lopes, P., Fachada, N., Fonseca, M., Gamboa, H. & Quaresma, C. (2024). Modelling Physiological Sensor Noise to Movement-Based Virtual Reality Activities. In Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSIGNALS 2024, vol. 1 (pp. 778-785), Rome, Italy. SciTePress/INSTICC. https://doi.org/10.5220/0012424200003657
01.2024. S. Tomic, M. Beko, “Trustworthy Target Localization via ADMM in the Presence of Malicious Nodes’’, to appear in IEEE Transactions on Vehicular Technology. https://doi.org/10.1109/tvt.2023.3346476
01.2024. Inácio, J., Fachada, N., Matos-Carvalho, J.P. & Fernandes, C.M. (2024). Humans vs AI: An Exploratory Study with Online and Offline Learners. Videogame Sciences and Arts, VJ 2023, CCIS, vol 1984 (pp. 272-286). Springer Nature. https://doi.org/10.1007/978-3-031-51452-4_19
01.2024. Chathuranga Basnayaka, Dushantha Nalin K. Jayakody, Tharindu Dilshan Ponnimbaduge Perera, Marko Beko, "DataAge: Age of Information in SWIPT-Driven Short Packet IoT Wireless Communications", IEEE Internet of Things. https://doi.org/10.36227/techrxiv.171441631.16807383/v1 .