José Santamaría

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 16

Top Topics

Bacterial Foraging

Convolutional Neural Network

Digital Image Watermarking

Top Venues

Artif. Intell. Medicine

Multim. Tools Appl.

Publications

Ahmed Shihab Albahri, Rula A. Hamid, Ahmed Raheem Abdulnabi, Osamah Shihab Albahri, Abdullah Hussein Alamoodi, Muhammet Deveci, Witold Pedrycz, Laith Alzubaidi, José Santamaría, Yuantong Gu
Fuzzy decision-making framework for explainable golden multi-machine learning models for real-time adversarial attack detection in Vehicular Ad-hoc Networks. Inf. Fusion 105 (2024)
Laith Alzubaidi, Khamael Al-Dulaimi, Huda Abdul-Hussain Obeed, Ahmed Saihood, Mohammed A. Fadhel, Sabah Abdulazeez Jebur, Yubo Chen, Ahmed Shihab Albahri, José Santamaría, Ashish Gupta, Yuantong Gu
MEFF - A model ensemble feature fusion approach for tackling adversarial attacks in medical imaging. Intell. Syst. Appl. 22 (2024)
Mohammed A. Fadhel, Laith Alzubaidi, Yuantong Gu, José Santamaría, Ye Duan
Real-time diabetic foot ulcer classification based on deep learning & parallel hardware computational tools. Multim. Tools Appl. 83 (27) (2024)
José Santamaría
Testing the Robustness of JAYA Optimization on 3D Surface Alignment of Range Images: A Revised Computational Study. IEEE Access 12 (2024)
Laith Alzubaidi, Khamael Al-Dulaimi, Asma Salhi, Zaenab Alammar, Mohammed A. Fadhel, Ahmed Shihab Albahri, Abdullah Hussein Alamoodi, Osamah Shihab Albahri, Amjad F. Hasan, Jinshuai Bai, Luke Gilliland, Jing Peng, Marco Branni, Tristan Shuker, Kenneth Cutbush, José Santamaría, Catarina Moreira, Chun Ouyang, Ye Duan, Mohamed Manoufali, Mohammad Jomaa, Ashish Gupta, Amin M. Abbosh, Yuantong Gu
Comprehensive review of deep learning in orthopaedics: Applications, challenges, trustworthiness, and fusion. Artif. Intell. Medicine 155 (2024)
Laith Alzubaidi, Mohammed A. Fadhel, Freek Hollman, Asma Salhi, José Santamaría, Ye Duan, Ashish Gupta, Kenneth Cutbush, Amin M. Abbosh, Yuantong Gu
SSP: self-supervised pertaining technique for classification of shoulder implants in x-ray medical images: a broad experimental study. Artif. Intell. Rev. 57 (9) (2024)
Laith Alzubaidi, Jinshuai Bai, Aiman Al-Sabaawi, José Santamaría, Ahmed Shihab Albahri, Bashar Sami Nayyef Al-dabbagh, Mohammed A. Fadhel, Mohamed Manoufali, Jinglan Zhang, Ali H. Al-Timemy, Ye Duan, Amjed Abdullah, Laith Farhan, Yi Lu, Ashish Gupta, Felix Albu, Amin M. Abbosh, Yuantong Gu
A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications. J. Big Data 10 (1) (2023)
Methaq A. Shyaa, Zurinahni Zainol, Rosni Abdullah, Mohammed Anbar, Laith Alzubaidi, José Santamaría
Enhanced Intrusion Detection with Data Stream Classification and Concept Drift Guided by the Incremental Learning Genetic Programming Combiner. Sensors 23 (7) (2023)
Laith Alzubaidi, Aiman Al-Sabaawi, Jinshuai Bai, Ammar Dukhan, Ahmed H. Alkenani, Ahmed Al-Asadi, Haider A. Alwzwazy, Mohamed Manoufali, Mohammed A. Fadhel, Ahmed Shihab Albahri, Catarina Moreira, Chun Ouyang, Jinglan Zhang, José Santamaría, Asma Salhi, Freek Hollman, Ashish Gupta, Ye Duan, Timon Rabczuk, Amin M. Abbosh, Yuantong Gu
Towards Risk-Free Trustworthy Artificial Intelligence: Significance and Requirements. Int. J. Intell. Syst. 2023 (2023)
Ahmed Shihab Albahri, Ali Mohammed, Mohammed A. Fadhel, Alhamzah Alnoor, Noor S. Baqer, Laith Alzubaidi, Osamah Shihab Albahri, Abdullah Hussein Alamoodi, Jinshuai Bai, Asma Salhi, José Santamaría, Chun Ouyang, Ashish Gupta, Yuantong Gu, Muhammet Deveci
A systematic review of trustworthy and explainable artificial intelligence in healthcare: Assessment of quality, bias risk, and data fusion. Inf. Fusion 96 (2023)
Laith Alzubaidi, Mohammed A. Fadhel, Omran Al-Shamma, Jinglan Zhang, José Santamaría, Ye Duan
Robust application of new deep learning tools: an experimental study in medical imaging. Multim. Tools Appl. 81 (10) (2022)
Laith Alzubaidi, Jinglan Zhang, Amjad J. Humaidi, Ayad Q. Al-Dujaili, Ye Duan, Omran Al-Shamma, José Santamaría, Mohammed A. Fadhel, Muthana Al-Amidie, Laith Farhan
Review of deep learning: concepts, CNN architectures, challenges, applications, future directions. J. Big Data 8 (1) (2021)
Laith Alzubaidi, Ye Duan, Ayad Q. Al-Dujaili, Ibraheem Kasim Ibraheem, Ahmed H. Alkenani, José Santamaría, Mohammed A. Fadhel, Omran Al-Shamma, Jinglan Zhang
Deepening into the suitability of using pre-trained models of ImageNet against a lightweight convolutional neural network in medical imaging: an experimental study. PeerJ Comput. Sci. 7 (2021)
Laith Alzubaidi, José Santamaría, Mohamed Manoufali, Beadaa J. Mohammed, Mohammed A. Fadhel, Jinglan Zhang, Ali H. Al-Timemy, Omran Al-Shamma, Ye Duan
MedNet: Pre-trained Convolutional Neural Network Model for the Medical Imaging Tasks. CoRR (2021)
Priyanka Singh, Kilari Jyothsna Devi, Hiren Kumar Thakkar, José Santamaría
Blind and Secured Adaptive Digital Image Watermarking Approach for High Imperceptibility and Robustness. Entropy 23 (12) (2021)
José Santamaría, Enrique Bermejo Nievas, Carlos Enríquez, Sergio Damas, Oscar Cordón
New Application of 3D VFH Descriptors in Archaeological Categorization: A Case Study. SOCO-CISIS-ICEUTE (2017)
Enrique Bermejo Nievas, Oscar Cordón, Sergio Damas, José Santamaría
A comparative study on the application of advanced bacterial foraging models to image registration. Inf. Sci. 295 (2015)
Andrea Valsecchi, Sergio Damas, José Santamaría, Linda Marrakchi-Kacem
Intensity-based image registration using scatter search. Artif. Intell. Medicine 60 (3) (2014)
José M. García-Torres, Sergio Damas, Oscar Cordón, José Santamaría
A case study of innovative population-based algorithms in 3D modeling: Artificial bee colony, biogeography-based optimization, harmony search. Expert Syst. Appl. 41 (4) (2014)
José Santamaría, Sergio Damas, Oscar Cordón, Agustín Escámez
Self-Adaptive Evolution Toward New Parameter Free Image Registration Methods. IEEE Trans. Evol. Comput. 17 (4) (2013)
Andrea Valsecchi, Sergio Damas, José Santamaría, Linda Marrakchi-Kacem
Genetic algorithms for Voxel-based medical image registration. CIMI (2013)
Enrique Bermejo Nievas, Oscar Cordón, Sergio Damas, José Santamaría
Quality time-of-flight range imaging for feature-based registration using bacterial foraging. Appl. Soft Comput. 13 (6) (2013)
Andrea Valsecchi, Jérémie Dubois-Lacoste, Thomas Stützle, Sergio Damas, José Santamaría, Linda Marrakchi-Kacem
Evolutionary medical image registration using automatic parameter tuning. IEEE Congress on Evolutionary Computation (2013)
José Santamaría, Sergio Damas, José M. García-Torres, Oscar Cordón
Self-adaptive evolutionary image registration using differential evolution and artificial immune systems. Pattern Recognit. Lett. 33 (16) (2012)
Óscar Ibáñez, Oscar Cordón, Sergio Damas, José Santamaría
An advanced scatter search design for skull-face overlay in craniofacial superimposition. Expert Syst. Appl. 39 (1) (2012)
Andrea Valsecchi, Sergio Damas, José Santamaría
An image registration approach using genetic algorithms. IEEE Congress on Evolutionary Computation (2012)
José Santamaría, Oscar Cordón, Sergio Damas, Rafael Martí, Ricardo J. Palma
GRASP and path relinking hybridizations for the point matching-based image registration problem. J. Heuristics 18 (1) (2012)
Sergio Damas, Oscar Cordón, José Santamaría
Medical Image Registration Using Evolutionary Computation: An Experimental Survey. IEEE Comput. Intell. Mag. 6 (4) (2011)
Óscar Ibáñez, Oscar Cordón, Sergio Damas, José Santamaría
Modeling the Skull-Face Overlay Uncertainty Using Fuzzy Sets. IEEE Trans. Fuzzy Syst. 19 (5) (2011)
Sergio Damas, Oscar Cordón, José Santamaría
Evaluation of various evolutionary methods for medical image registration. CIMI (2011)
Sergio Damas, Oscar Cordón, Óscar Ibáñez, José Santamaría, Inmaculada Alemán, Miguel Botella, Fernando Navarro
Forensic identification by computer-aided craniofacial superimposition: A survey. ACM Comput. Surv. 43 (4) (2011)
José Santamaría, Oscar Cordón, Sergio Damas, José M. García-Torres, Fernando Navarro
A Study of the Suitability of Evolutionary Computation in 3D Modeling of Forensic Remains. CAEPIA (2011)
José Santamaría, Oscar Cordón, Sergio Damas
A comparative study of state-of-the-art evolutionary image registration methods for 3D modeling. Comput. Vis. Image Underst. 115 (9) (2011)
José Santamaría, Oscar Cordón, Sergio Damas, Rafael Martí, Ricardo J. Palma
GRASP & evolutionary path relinking for medical image registration based on point matching. IEEE Congress on Evolutionary Computation (2010)
José Santamaría, Oscar Cordón, Sergio Damas, Óscar Ibáñez
Tackling the coplanarity problem in 3D camera calibration by means of fuzzy landmarks: a performance study in forensic craniofacial superimposition. ICCV Workshops (2009)
Óscar Ibáñez, Lucia Ballerini, Oscar Cordón, Sergio Damas, José Santamaría
An experimental study on the applicability of evolutionary algorithms to craniofacial superimposition in forensic identification. Inf. Sci. 179 (23) (2009)
José Santamaría, Oscar Cordón, Sergio Damas, José M. García-Torres, Arnaud Quirin
Performance evaluation of memetic approaches in 3D reconstruction of forensic objects. Soft Comput. 13 (8-9) (2009)
Óscar Ibáñez, Oscar Cordón, Sergio Damas, Sergio Guadarrama, José Santamaría
A New Approach to Fuzzy Location of Cephalometric Landmarks in Craniofacial Superimposition. IFSA/EUSFLAT Conf. (2009)
Oscar Cordón, Sergio Damas, José Santamaría, Rafael Martí
Scatter Search for the Point-Matching Problem in 3D Image Registration. INFORMS J. Comput. 20 (1) (2008)
Lucia Ballerini, Marcello Calisti, Oscar Cordón, Sergio Damas, José Santamaría
Automatic Feature Extraction from 3D Range Images of Skulls. IWCF (2008)
Arnaud Quirin, Oscar Cordón, José Santamaría, Benjamín Vargas-Quesada, Félix de Moya Anegón
A new variant of the Pathfinder algorithm to generate large visual science maps in cubic time. Inf. Process. Manag. 44 (4) (2008)
Lucia Ballerini, Marcello Calisti, Sergio Damas, Oscar Cordón, José Santamaría
Automatic 3D skull reconstruction using invariant features. CSTST (2008)
Óscar Ibáñez, Oscar Cordón, Sergio Damas, José Santamaría
Craniofacial Superimposition Based on Genetic Algorithms and Fuzzy Location of Cephalometric Landmarks. HAIS (2008)
José Santamaría, Oscar Cordón, Sergio Damas, Inmaculada Alemán, Miguel Botella
A scatter search-based technique for pair-wise 3D range image registration in forensic anthropology. Soft Comput. 11 (9) (2007)
José Santamaría, Oscar Cordón, Sergio Damas
Evolutionary Approaches for Automatic 3D Modeling of Skulls in Forensic Identification. EvoWorkshops (2007)
Lucia Ballerini, Oscar Cordón, Sergio Damas, José Santamaría, Inmaculada Alemán, Miguel Botella
Craniofacial Superimposition in Forensic Identification using Genetic Algorithms. IAS (2007)
José Santamaría, Oscar Cordón, Sergio Damas, Inmaculada Alemán, Miguel Botella
3D Forensic Model Reconstruction by Scatter Search-based Pair-wise Image Registration. FUZZ-IEEE (2006)
Oscar Cordón, Sergio Damas, José Santamaría
Feature-based image registration by means of the CHC evolutionary algorithm. Image Vis. Comput. 24 (5) (2006)
Oscar Cordón, Sergio Damas, José Santamaría
A fast and accurate approach for 3D image registration using the scatter search evolutionary algorithm. Pattern Recognit. Lett. 27 (11) (2006)
Oscar Cordón, Sergio Damas, José Santamaría
A scatter search based optimizer for the registration of 3D surfaces. Congress on Evolutionary Computation (2005)
Oscar Cordón, Sergio Damas, José Santamaría, Rafael Martí
3D Inter-subject Medical Image Registration by Scatter Search. Hybrid Metaheuristics (2005)
Oscar Cordón, Sergio Damas, José Santamaría
A Scatter Search Algorithm for the 3D Image Registration Problem. PPSN (2004)
Oscar Cordón, Sergio Damas, José Santamaría
A CHC Evolutionary Algorithm for 3D Image Registration. IFSA (2003)