David Zabala Blanco

Académico

Grado académico:

  • Doctor of Philosophy in Information Technologies and Communications, Sistemas Inteligentes y Reconocimiento de Patrones (SIRP), Instituto Tecnológico y de Estudios Superiores de Monterrey, México.


Publicaciones y Artículos:

  • Firoozabadi, A.D. et al. (2021). A Multi-channel Speech Enhancement Method Based on Subband Affine Projection Algorithm in Combination with Proposed Circular Nested Microphone Array. In: Hassanien, A.E., Slowik, A., Snášel, V., El-Deeb, H., Tolba, F.M. (eds) Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2020. AISI 2020. Advances in Intelligent Systems and Computing, vol 1261. Springer, Cham. https://doi.org/10.1007/978-3-030-58669-0_41.
  • Dehghan Firoozabadi, Ali & Irarrazaval, Pablo & Adasme, Pablo & Durney, Hugo & Sanhueza Olave, Miguel & Zabala-Blanco, David & Azurdia-Meza, Cesar. (2020). Simultaneous Sound Source Localization by Proposed Cuboids Nested Microphone Array Based on Subband Generalized Eigenvalue Decomposition. 10.1007/978-3-030-58669-0_72.
  • Játiva, P.P., Azurdia-Meza, C., Sánchez, I., Zabala-Blanco, D., Cañizares, M.R. (2021). Analysis of Spectrum Detection and Decision Using Machine Learning Algorithms in Cognitive Mobile Radio Networks. In: Wu, X., Wu, K., Wang, C. (eds) Quality, Reliability, Security and Robustness in Heterogeneous Systems. QShine 2020. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 381. Springer, Cham. https://doi.org/10.1007/978-3-030-77569-8_11 
  • J. P. Rivelli Malcó, D. Zabala-Blanco, R. D. Breslin, P. P. Játiva, A. D. Firoozabadi and M. Flores-Calero, "Wireless OFDM links with equalizers based on extreme learning machines," 2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies (CHILECON), Valparaíso, Chile, 2021, pp. 1-6, doi: 10.1109/CHILECON54041.2021.9703008.
  • Zabala-Blanco, David & Azurdia-Meza, Cesar & Dehghan Firoozabadi, Ali. (2022). Low PAPR mapping for 16-QAM OFDM-based systems. 10.1109/CHILECON54041.2021.9703035.
  • Palacios, Pablo & Becerra, Raimundo & Azurdia-Meza, Cesar & Zabala-Blanco, David & Soto, Ismael & Roman Cañizares, Milton. (2021). Extreme Learning Machine Based Channel Estimator and Equalizer for Underground Mining VLC Systems. 10.1109/LATINCOM53176.2021.9647737. 
  • Rau, Francisco & Soto, Ismael & Zabala-Blanco, David. (2021). Forescating Mobile Network Traffic based on Deep Learning Networks. 1-6. 10.1109/LATINCOM53176.2021.9647788.
  • Zabala-Blanco, David & Azurdia-Meza, Cesar & Dehghan Firoozabadi, Ali & Palacios, Pablo & Flores-Calero, Marco & Soto, Ismael & Kamal, Shaharyar. (2021). Phase-noise Compensation for QPSK-RoF-OFDM Signals with the Extreme Learning Machine Algorithm for Multilayer Perceptron. 1-6. 10.1109/LATINCOM53176.2021.9647840.
  • Carrera, Diego & Zabala-Blanco, David & Azurdia-Meza, Cesar & Vargas-Rosales, Cesar. (2021). Extreme Learning Machine-Based Receiver for Multi-User Massive MIMO Systems. IEEE Communications Letters. 25. 484 - 488. 10.1109/LCOMM.2020.3031195.
  • Rau, Francisco & Soto, Ismael & Adasme, Pablo & Zabala-Blanco, David & Azurdia-Meza, Cesar. (2021). Network Traffic Prediction Using Online-Sequential Extreme Learning Machine. 01-06. 10.1109/SACVLC53127.2021.9652247.
  • Carlos Fernández-Grandón, Ismael Soto, David Zabala-Blanco, Wilson Alavia, Verónica Garcia, "SVM and ANN classification using GLCM and HOG features for COVID-19 and Pneumonia detection from Chest X-rays" Third South American Colloquium on Visible Light Communications (SACVLC 2021), Toledo, Brazil, 2021, pp. 01-06. 10.1109/SACVLC53127.2021.9652248
  • Díaz, Diego & Toledo-Mercado, Esteban & Soto, Ismael & Zabala-Blanco, David & Lillo, Sebastian. (2021). Comparison of different Machine Learning techniques for PCE estimation of MMWave Energy Harvesting Rectifier devices. 01-06. 10.1109/SACVLC53127.2021.9652358.
  • Zabala-Blanco, David & Hernández García, Ruber & Barrientos, Ricardo & Mora, Marco. (2021). Evaluation of the standard and regularized ELMs for gender and age classification based on palm vein images. 1-8. 10.1109/SCCC54552.2021.9650435.
  • D. Zabala-Blanco, M. Mora, C. A. Azurdia-Meza, A. Dehghan Firoozabadi, P. J. Palacios Játiva and S. Montejo-Sánchez, "Multilayer Extreme Learning Machine as Equalizer in OFDM-based Radio-over-fiber Systems," in IEEE Latin America Transactions, vol. 19, no. 10, pp. 1790-1797, Oct. 2021, doi: 10.1109/TLA.2021.9477280.
  • Escobar Pérez A, Zabala-Blanco D, Azurdia Meza CA, Guerrero González N, Granada Torres JJ. Training strategies to minimize interchannel interference effects using supervised learning in gridless Nyquist-WDM systems. Appl Opt. 2021 Oct 1;60(28):8939-8948. doi: 10.1364/AO.428856. PMID: 34613126.
  • A. D. Firoozabadi et al., "Speakers counting by proposed nested microphone array in combination with limited space SRP," 2021 29th European Signal Processing Conference (EUSIPCO), Dublin, Ireland, 2021, pp. 271-275, doi: 10.23919/EUSIPCO54536.2021.9616309.
  • A. D. Firoozabadi et al., "Three-dimensional sound source localization by distributed microphone arrays," 2021 29th European Signal Processing Conference (EUSIPCO), Dublin, Ireland, 2021, pp. 196-200, doi: 10.23919/EUSIPCO54536.2021.9616326.
  • Salazar, Eduardo & Azurdia-Meza, Cesar & Zabala-Blanco, David & Bolufé, Sandy & Soto, Ismael. (2021). Semi-Supervised Extreme Learning Machine Channel Estimator and Equalizer for Vehicle to Vehicle Communications. Electronics. 10. 10.3390/electronics10080968.
  • Kang Kim, Hojin, Raimundo Becerra, Sandy Bolufé, Cesar A. Azurdia-Meza, Samuel Montejo-Sánchez, and David Zabala-Blanco. 2021. "Neuroevolution-Based Adaptive Antenna Array Beamforming Scheme to Improve the V2V Communication Performance at Intersections" Sensors 21, no. 9: 2956. https://doi.org/10.3390/s21092956
  • Flores-Calero, Marco & Leppe, Bruno & Pilla, Melisa & Gualsaqui, Marco & Zabala-Blanco, David & Albuja, Alberto. (2021). Multiclasificación de arritmias cardíacas usando una red neuronal y la tarjeta MyRio-1900. Inteligencia Artificial Revista Iberoamericana de Inteligencia Artificial. 24. 129-146. 10.4114/intartif.vol24iss67pp129-146.
  • Zabala-Blanco, D., Aldás, M., Román, W., Gallegos, J., Flores-Calero, M. (2022). Automatic Recognition System for Traffic Signs in Ecuador Based on Faster R-CNN with ZFNet. In: Guarda, T., Portela, F., Augusto, M.F. (eds) Advanced Research in Technologies, Information, Innovation and Sustainability. ARTIIS 2022. Communications in Computer and Information Science, vol 1675. Springer, Cham. https://doi.org/10.1007/978-3-031-20319-0_4
  • Játiva, P.P., Azurdia-Meza, C.A., Cañizares, M.R. et al. Performance analysis of IEEE 802.15.7-based visible light communication systems in underground mine environments. Photon Netw Commun 43, 23–33 (2022). https://doi.org/10.1007/s11107-022-00965-z
  • Palacios, Pablo & Azurdia-Meza, Cesar & Zabala-Blanco, David & Gutierrez, Carlos & Salazar, Iván & Castillo Soria, Francisco & Seguel, Fabian. (2022). Bit Error Probability of VLC Systems in Underground Mining Channels with Imperfect CSI. AEU - International Journal of Electronics and Communications. 145. 154101. 10.1016/j.aeue.2021.154101.
  • D. F. Carrera et al., "Novel Multilayer Extreme Learning Machine as a Massive MIMO Receiver for Millimeter Wave Communications," in IEEE Access, vol. 10, pp. 58965-58981, 2022, doi: 10.1109/ACCESS.2022.3178709.
  • J. P. R. Malcó, D. Zabala-Blanco, R. Ahumada-García, J. Datta, I. Soto and A. D. Firoozabadi, "UWB-OFDM System Model for Breast Cancer Detection," 2022 IEEE Colombian Conference on Communications and Computing (COLCOM), Cali, Colombia, 2022, pp. 1-6, doi: 10.1109/Colcom56784.2022.10107839.
  • Zabala-Blanco, David & Ahumada-Garcia, Roberto & Azurdia-Meza, Cesar & Flores-Calero, Marco & Palacios, Pablo. (2023). Review of Extreme Learning Machines for the Identification and Classification of Fingerprint Databases. 10.1109/Colcom56784.2022.10107849.
  • F. Coronel, N. Barreno, P. Muñoz, D. Zabala-Blanco, N. Onofa and M. Flores-Calero, "Web-based personal access control system using facial recognition with deep learning techniques," 2022 IEEE Colombian Conference on Communications and Computing (COLCOM), Cali, Colombia, 2022, pp. 1-6, doi: 10.1109/Colcom56784.2022.10107868.
  • Zabala-Blanco, David & López, Xaviera & Palacios, Pablo & Datta, Jayanta. (2023). Extreme Learning Machine for Mass Spectrometry Data Analysis. 10.1109/Colcom56784.2022.10107875.
  • P. P. Játiva et al., "On the Performance of Angular Diversity Receivers in Underground Mining VLC Systems," 2022 13th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP), Porto, Portugal, 2022, pp. 795-800, doi: 10.1109/CSNDSP54353.2022.9907912.
  • Zabala-Blanco, David & Hernández García, Ruber & Barrientos, Ricardo & Ahumada-Garcia, Roberto. (2022). PVEIN-MLELM: a Novel Palm Vein Identification Approach through Multilayer Extreme Learning Machine. 1-6. 10.1109/ICA-ACCA56767.2022.10006171.
  • D. Zabala-Blanco, A. Quinteros, M. Mora, R. Hernández-García and M. Flores-Calero, "Fingerprint Classification with the Extreme Learning Machine Algorithm for Multilayer Perceptron," 2022 IEEE International Conference on Automation/XXV Congress of the Chilean Association of Automatic Control (ICA-ACCA), Curicó, Chile, 2022, pp. 1-6, doi: 10.1109/ICA-ACCA56767.2022.10006187.
  • Zhang, X., & Qin, L. (n.d.). An Improved Extreme Learning Machine for Imbalanced Data Classification. IEEE Access, PP, 1. https://doi.org/10.1109/ACCESS.2022.3142724
  • Dehghan Firoozabadi, A., Irarrazaval, P., Adasme, P., Zabala-Blanco, D., Palacios-Játiva, P., Durney, H., Sanhueza Olave, M., & Azurdia, C. (2022). Multi-Speaker Localization by Central and Lateral Microphone Arrays Based on the Combination of 2D-SRP and Subband GEVD Algorithms. International Computer Science Conference, 433–438. https://doi.org/10.1109/ICSC56524.2022.10009454
  • J. Datta, D. Zabala-Blanco and F. R. C. Soria, "Deep Neural Network aided Sparse Bayesian Learning for Wireless Access Channel Estimation in mm-Wave Massive MIMO Cloud Radio Access Network Systems," 2022 International Conference on Futuristic Technologies (INCOFT), Belgaum, India, 2022, pp. 1-7, doi: 10.1109/INCOFT55651.2022.10094444.
  • J. Solis, P. P. Játiva, C. A. A. Meza, D. Zabala-Blanco, I. Soto and M. Ijaz, "A General MIMO VLC Channel Model for Underground Mining Environments," 2022 IEEE Latin-American Conference on Communications (LATINCOM), Rio de Janeiro, Brazil, 2022, pp. 1-6, doi: 10.1109/LATINCOM56090.2022.10000524.
  • Palacios Játiva P, Sánchez I, Soto I, Azurdia-Meza CA, Zabala-Blanco D, Ijaz M, Dehghan Firoozabadi A, Plets D. A Novel and Adaptive Angle Diversity-Based Receiver for 6G Underground Mining VLC Systems. Entropy (Basel). 2022 Oct 22;24(11):1507. doi: 10.3390/e24111507. PMID: 36359600; PMCID: PMC9689729.
  • Dehghan Firoozabadi A, Irarrazaval P, Adasme P, Zabala-Blanco D, Játiva PP, Azurdia-Meza C. 3D Multiple Sound Source Localization by Proposed T-Shaped Circular Distributed Microphone Arrays in Combination with GEVD and Adaptive GCC-PHAT/ML Algorithms. Sensors (Basel). 2022 Jan 28;22(3):1011. doi: 10.3390/s22031011. PMID: 35161757; PMCID: PMC8840506.
  • Palacios Játiva P, Azurdia-Meza CA, Sánchez I, Zabala-Blanco D, Dehghan Firoozabadi A, Soto I, Seguel F. An Enhanced VLC Channel Model for Underground Mining Environments Considering a 3D Dust Particle Distribution Model. Sensors (Basel). 2022 Mar 24;22(7):2483. doi: 10.3390/s22072483. PMID: 35408098; PMCID: PMC9003594.
  • Moraga, Leonardo & Malcó, Juan & Zabala-Blanco, David & Ahumada-Garcia, Roberto. (2023). Development of an Aviat Antenna Calibration Device to Improve Communications Efficiency. 1-6. 10.1109/CHILECON60335.2023.10418723.
  • A. Mascaró-Muñnoz, D. Zabala-Blanco, R. Hernández-García, R. Ahumada-García and R. J. Barrientos, "Multi-task Extreme Learning Machine for Palm Vein Multiclassification," 2023 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies (CHILECON), Valdivia, Chile, 2023, pp. 1-6, doi: 10.1109/CHILECON60335.2023.10418734.
  • C. Fernandez-Grandon, I. Soto and D. Zabala-Blanco, "Extreme Learning Machine for Iris-Based Diabetes Detection," 2023 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies (CHILECON), Valdivia, Chile, 2023, pp. 1-6, doi: 10.1109/CHILECON60335.2023.10418742.
  • J. Ramírez, D. Zabala-Blanco, R. Ahumada-García, J. P. Rivelli Malcó, A. D. Firoozabadi and M. Flores-Calero, "Extreme Learning Machines for Predict the Diamond Price Range," 2023 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies (CHILECON), Valdivia, Chile, 2023, pp. 1-6, doi: 10.1109/CHILECON60335.2023.10418771.
  • P. B. Valdebenito, D. Zabala-Blanco, R. Ahumada-García, I. Soto, A. D. Firoozabadi and M. Flores-Calero, "Extreme Learning Machines for Detecting the Water Quality for Human Consumption," 2023 IEEE Colombian Conference on Applications of Computational Intelligence (ColCACI), Bogotá D.C., Colombia, 2023, pp. 1-6, doi: 10.1109/ColCACI59285.2023.10225820
  • Zabala-Blanco, David & Ahumada-Garcia, Roberto & Azurdia-Meza, Cesar & Dehghan Firoozabadi, Ali. (2023). Detection of Obfuscated Malware by Engineering Memory Functions Applying ELM. 10.1109/ColCACI59285.2023.10226058.
  • Mascaró Muñoz, Agustín & Ahumada-Garcia, Roberto & Zabala-Blanco, David & Azurdia-Meza, Cesar & Soto, Ismael & Palacios, Pablo. (2023). Extreme Learning Machines as Equalizers on Optical OFDM Systems. 1-6. 10.1109/ColCACI59285.2023.10226069.
  • D. Martínez, D. Zabala-Blanco, R. Ahumada-Garcia, I. Soto, A. D. Firoozabadi and P. Palacios Játiva, "Evaluation of Extreme Learning Machines for Detecting Heart Diseases," 2023 IEEE Colombian Conference on Applications of Computational Intelligence (ColCACI), Bogotá D.C., Colombia, 2023, pp. 1-7, doi: 10.1109/ColCACI59285.2023.10226128.
  • J. Datta, A. D. Firoozabadi, D. Zabala-Blanco, F. R. C. Soria, M. Adams and C. Perez, "Multi-channel Target Speech Enhancement using Labeled Random Finite Sets and Deep Learning under Reverberant Environments," 2023 IEEE 5th Eurasia Conference on IOT, Communication and Engineering (ECICE), Yunlin, Taiwan, 2023, pp. 640-645, doi: 10.1109/ECICE59523.2023.10382971.
  • A. D. Firoozabadi, P. Adasme, D. Zabala-Blanco, P. Palacios-Játiva and C. Azurdia-Meza, "Speaker Counting by Scattered Microphone Array Based on DOA and Eigenvalue Estimations in Adverse Environments," 2023 9th International Conference on Signal Processing and Communication (ICSC), NOIDA, India, 2023, pp. 615-620, doi: 10.1109/ICSC60394.2023.10441322.
  • S. U. Fredes, A. D. Firoozabadi, P. Adasme, D. Zabala-Blanco, P. P. Játiva and C. A. Azurdia-Meza, "Detection of Epileptic Seizures by Analysis of Electroencephalogram based on Wavelet Transform," 2023 9th International Conference on Signal Processing and Communication (ICSC), NOIDA, India, 2023, pp. 538-543, doi: 10.1109/ICSC60394.2023.10441343.
  • J. Solis et al., "On the Performance of MIMO-VLC Techniques in Underground Mining Environments," 2023 IEEE Latin-American Conference on Communications (LATINCOM), Panama City, Panama, 2023, pp. 1-6, doi: 10.1109/LATINCOM59467.2023.10361869.
  • C. F. Utreras, V. F. Ávalos, P. P. Játiva, C. A. Meza, I. Soto and D. Zabala-Blanco, "Experimental Study of Visible Light Communication Links with a Strong Line of Sight Component," 2023 South American Conference On Visible Light Communications (SACVLC), Santiago, Chile, 2023, pp. 106-111, doi: 10.1109/SACVLC59022.2023.10347545.
  • Reveco, Florencia & Soto, Ismael & Zamorano-Illanes, Raul & Garcia, Veronica & Kern, Werther & Zabala-Blanco, David & Lillo, Sebastian. (2023). Automation of Counting and Analysis of Biological Samples through Computer Vision and Telecommunication Technologies. 147-152. 10.1109/SACVLC59022.2023.10347591.
  • Khalil, Mais & Siddle, David. (2019). A Performance Analysis of the Data Gathering Model for Unslotted CSMA/CA in Home Automation Environment. 624-629. 10.1109/CCOMS.2019.8821646.
  • Í. T. González, D. Zabala-Blanco, R. Ahumada-García, J. P. R. Malcó, C. A. Azurdia-Meza and P. P. Játiva, "Wine Quality Classification using Physicochemical Properties along with Extreme Learning Machines," 2023 42nd IEEE International Conference of the Chilean Computer Science Society (SCCC), Concepcion, Chile, 2023, pp. 1-6, doi: 10.1109/SCCC59417.2023.10315749.
  • Zabala-Blanco, David & Hernández García, Ruber & Barrientos, Ricardo. (2023). SoftVein-WELM: A Weighted Extreme Learning Machine Model for Soft Biometrics on Palm Vein Images. Electronics. 12. 10.3390/electronics12173608.
  • Soto I, Zamorano-Illanes R, Becerra R, Palacios Játiva P, Azurdia-Meza CA, Alavia W, García V, Ijaz M, Zabala-Blanco D. A New COVID-19 Detection Method Based on CSK/QAM Visible Light Communication and Machine Learning. Sensors (Basel). 2023 Jan 30;23(3):1533. doi: 10.3390/s23031533. PMID: 36772574; PMCID: PMC10288941.
  • Dehghan Firoozabadi A, Adasme P, Zabala-Blanco D, Palacios Játiva P, Azurdia-Meza C. Speaker Counting Based on a Novel Hive Shaped Nested Microphone Array by WPT and 2D Adaptive SRP Algorithms in Near-Field Scenarios. Sensors (Basel). 2023 May 5;23(9):4499. doi: 10.3390/s23094499. PMID: 37177702; PMCID: PMC10181562.
  • Rau F, Soto I, Zabala-Blanco D, Azurdia-Meza C, Ijaz M, Ekpo S, Gutierrez S. A Novel Traffic Prediction Method Using Machine Learning for Energy Efficiency in Service Provider Networks. Sensors (Basel). 2023 May 23;23(11):4997. doi: 10.3390/s23114997. PMID: 37299722; PMCID: PMC10255362.
  • Zabala-Blanco, David & Martínez, Diego & Flores-Calero, Marco & Datta, Jayanta & Dehghan Firoozabadi, Ali. (2023). A-Survey: Identification and Classification of Fingerprints via the Extreme Learning Machine Algorithm. Inteligencia Artificial. 26. 75-113. 10.4114/intartif.vol26iss71pp75-113.
  • M. C. Pezoa, P. P. Játiva, C. A. Meza, D. Zabala-Blanco, M. Ijaz and I. Sánchez, "Design and Evaluation of a Visible Light Communication System Under Varied Atmospheric Conditions for Smart and Sustainable Farming," in IEEE Access, vol. 12, pp. 194871-194880, 2024, doi: 10.1109/ACCESS.2024.3516483.
  • J. Pereira et al., "Enhancing Green Underground VLC Channels with Polar Codes and Multiresolution Analysis," 2024 14th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP), Rome, Italy, 2024, pp. 173-178, doi: 10.1109/CSNDSP60683.2024.10636430.
  • Fernández, Benjamín & Palacios, Pablo & Azurdia-Meza, Cesar & Boettcher, Nicolas & Zabala-Blanco, David & Gutiérrez Gaitán, Miguel & Soto, Ismael. (2024). Performance Analysis of a VLC System Applied to a Hospital Environment for IoT-Based Smart Patient Monitoring. 10.1109/CSNDSP60683.2024.10636464.
  • B. L. Soto, C. A. Azurdia-Meza, D. Zabala-Blanco, I. Soto, P. P. Játiva and R. Ahumada-García, "Analysis of a Visible Light Positioning Database in Extreme Learning Machines Applications," 2024 14th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP), Rome, Italy, 2024, pp. 330-335, doi: 10.1109/CSNDSP60683.2024.10636616.
  • Flores-Calero, Marco & Betancourt M., Nancy C. & Jacho-Guanoluisa, Nancy & Albuja, Alberto & Zabala-Blanco, David. (2024). Human face orientation based on MobileNetV2 Architecture-Enhanced Convolutional Neural Network. 1-6. 10.1109/ICA-ACCA62622.2024.10766764.
  • D. Zabala-Blanco, C. A. Azurdia-Meza, A. Mascaró-Muñoz, N. Aravena, I. Soto and P. Palacios-Játiva, "On the Performance on 100 kbps Short-Range Wireless Optical Communication Using Visible Light," 2024 IEEE Latin-American Conference on Communications (LATINCOM), Medellin, Colombia, 2024, pp. 1-6, doi: 10.1109/LATINCOM62985.2024.10770690.
  • R. Ahumada-García, I. M. Adasme, D. Zabala-Blanco, X. A. López-Cortés, M. Flores-Calero and I. Soto, "A Review on Predicting Bee Honey Production Using Machine Learning," 2024 43rd International Conference of the Chilean Computer Science Society (SCCC), Temuco, Chile, 2024, pp. 1-6, doi: 10.1109/SCCC63879.2024.10767605.
  • Zabala-Blanco, David & Ramírez, José & Ahumada-Garcia, Roberto & Flores-Calero, Marco & Palacios, Pablo. (2024). Diamond Prices Estimation with ELM-Based Regressors. 10.1109/SCCC63879.2024.10767650.
  • Vasquez-Iglesias, Philip & E. Pizarro, Amelia & Zabala-Blanco, David & Fuentes-Concha, Juan & Ahumada-Garcia, Roberto & Gonzalez, Paulo. (2024). Hyper-parameter Optimization of Regularized-Extreme Learning Machine Using a Modified Opposition-Based Learning Artificial Bee Colony. 1-7. 10.1109/SCCC63879.2024.10767651.
  • B. E. Zamorano et al., "Detection and Classification of Cardiovascular Diseases Using Neural Networks," 2024 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA), Poznan, Poland, 2024, pp. 132-137, doi: 10.23919/SPA61993.2024.10715609.
  • Astudillo CA, López-Cortés XA, Ocque E, Manríquez-Troncoso JM. Multi-label classification to predict antibiotic resistance from raw clinical MALDI-TOF mass spectrometry data. Sci Rep. 2024 Dec 28;14(1):31283. doi: 10.1038/s41598-024-82697-w. PMID: 39732799; PMCID: PMC11682278.
  • Urbina Fredes, Sebastián, Ali Dehghan Firoozabadi, Pablo Adasme, David Zabala-Blanco, Pablo Palacios Játiva, and Cesar Azurdia-Meza. 2024. "Enhanced Epileptic Seizure Detection through Wavelet-Based Analysis of EEG Signal Processing" Applied Sciences 14, no. 13: 5783. https://doi.org/10.3390/app14135783
  • Vasquez-Iglesias, Philip, Amelia E. Pizarro, David Zabala-Blanco, Juan Fuentes-Concha, Roberto Ahumada-Garcia, David Laroze, and Paulo Gonzalez. 2024. "A Hyper-Parameter Optimizer Algorithm Based on Conditional Opposition Local-Based Learning Forbidden Redundant Indexes Adaptive Artificial Bee Colony Applied to Regularized Extreme Learning Machine" Electronics 13, no. 23: 4652. https://doi.org/10.3390/electronics13234652
  • Flores-Calero, Marco, César A. Astudillo, Diego Guevara, Jessica Maza, Bryan S. Lita, Bryan Defaz, Juan S. Ante, David Zabala-Blanco, and José María Armingol Moreno. 2024. "Traffic Sign Detection and Recognition Using YOLO Object Detection Algorithm: A Systematic Review" Mathematics 12, no. 2: 297. https://doi.org/10.3390/math12020297
  • Iturralde, Daniel, Javier Guaña-Moya, Pablo Palacios Játiva, Iván Sánchez, Muhammad Ijaz, Ali Dehghan Firoozabadi, and David Zabala-Blanco. 2024. "A New Internet of Things Hybrid VLC/RF System for m-Health in an Underground Mining Industry" Sensors 24, no. 1: 31. https://doi.org/10.3390/s24010031
  • Vasquez-Iglesias, P., Zabala-Blanco, D., Pizarro, A.E., Fuentes-Concha, J., Gonzalez, P. (2025). Aquila Optimizer for Hyperparameter Metaheuristic Optimization in ELM. In: Hernández-García, R., Barrientos, R.J., Velastin, S.A. (eds) Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications. CIARP 2024. Lecture Notes in Computer Science, vol 15369. Springer, Cham. https://doi.org/10.1007/978-3-031-76604-6_18
  • Martínez, Guillermo & Palacios, Pablo & Gutiérrez Gaitán, Miguel & Azurdia-Meza, Cesar & Boettcher, Nicolas & Zabala-Blanco, David. (2025). On the Performance of an Air-Water Visible Light Communication System. 10.1007/978-3-031-83432-5_27.
  • Zabala-Blanco, David, César A. Azurdia-Meza, Benjamín Lobos Soto, Ismael Soto, Pablo Palacios Játiva, Roberto Ahumada-García and Muhammad Ijaz. “Extreme Learning Machine Models for Classifying the LED Source in a 2D Visible Light Positioning Database.” IET Optoelectronics (2025): n. pag.
  • Fredes, Sebastián & Dehghan Firoozabadi, Ali & Adasme, Pablo & Zabala-Blanco, David & Palacios, Pablo & Azurdia-Meza, Cesar. (2025). Advanced Sleep Stage Classification Through a Convolutional Recurrent Attention-Based Neural Network Model. 613-618. 10.1109/ICSC64553.2025.10968970.
  • Román Cañizares, Milton, Cesar Azurdia-Meza, Pablo Palacios Játiva, David Zabala-Blanco, and Iván Sánchez. 2025. "Intelligent Reflective Surface-Assisted Visible Light Communication with Angle Diversity Receivers and RNN: Optimizing Non-Line-of-Sight Indoor Environments" Applied Sciences 15, no. 3: 1617. https://doi.org/10.3390/app15031617
  • Quinteros, Axel, and David Zabala-Blanco. 2025. "Fingerprint Classification Based on Multilayer Extreme Learning Machines" Applied Sciences 15, no. 5: 2793. https://doi.org/10.3390/app15052793
  • Datta, Jayanta, Ali Dehghan Firoozabadi, David Zabala-Blanco, and Francisco R. Castillo-Soria. 2025. "Multi-Channel Speech Enhancement Using Labelled Random Finite Sets and a Neural Beamformer in Cocktail Party Scenario" Applied Sciences 15, no. 6: 2944. https://doi.org/10.3390/app15062944
  • Urbina Fredes, Sebastián, Ali Dehghan Firoozabadi, Pablo Adasme, David Zabala-Blanco, Pablo Palacios Játiva, and Cesar A. Azurdia-Meza. 2025. "Hybrid Deep Learning Approach for Automated Sleep Cycle Analysis" Applied Sciences 15, no. 12: 6844. https://doi.org/10.3390/app15126844
  • Estay Zamorano, Bastian, Ali Dehghan Firoozabadi, Alessio Brutti, Pablo Adasme, David Zabala-Blanco, Pablo Palacios Játiva, and Cesar A. Azurdia-Meza. 2025. "Sound Source Localization Using Hybrid Convolutional Recurrent Neural Networks in Undesirable Conditions" Electronics 14, no. 14: 2778. https://doi.org/10.3390/electronics14142778
  • Solís, Julián, Iván Sánchez, Cesar Azurdia-Meza, Pablo Palacios Játiva, David Zabala-Blanco, and Ali Dehghan Firoozabadi. 2025. "Line-of-Sight Probability Analysis of Underground Mining Visible Light Communication Diversity Schemes Under Random Receiver Orientation" Sensors 25, no. 9: 2890. https://doi.org/10.3390/s25092890


David Zabala Blanco
dzabala@ucm.cl

Redes Científicas