Resultats - ITAKA: Tecnologies Intel.ligents Avançades per a la Gestió del Coneixement
ITAKA: Tecnologies Intel.ligents Avançades per a la Gestió del Coneixement
| Tesis Doctorals Dirigides / Theses |
| 2020 | 2021 | 2022 | 2023 | 2024 |
|---|
| Títol: Fuzzy-based machine learning methods for continuous diagnosis and prognosis of Diabetic Retinopathy |
| Autor: Pascual Fontanilles, Jordi |
| Director: Valls Mateu, Aïda |
| Universitat: N/D |
| Any: 2024 |
| País: N/D |
| Títol: La decoración del frigidarium de las termas públicas de Valeria: estudio cuantitativo, tipológico y funcional de sus elementos marmóreos |
| Autor: Atienza Fuente, Javier |
| Director: Valls Mateu, Aïda; Hernandez Lara, Ana Beatriz; Mar Medina, Ricardo; Gutierrez Garcia-Moreno, Ana; Ruiz De Arbulo Bayona, Joaquin |
| Universitat: N/D |
| Any: 2024 |
| País: N/D |
| Títol: Machine learning methods for predicting days to discharge in Intensive Care Units patients |
| Autor: Cuadrado Gomez, David |
| Director: Valls Mateu, Aïda; Riaño Ramos, David |
| Universitat: N/D |
| Any: 2023 |
| País: N/D |
| Títol: Estudio de las características propias de la retinopatía diabética en los pacientes con diabetes mellitus 1 de nuestra población. |
| Autor: Navarro Gil, Raúl |
| Director: Moreno Ribas, Antonio; Castro Salomó, Antoni; Feliu Rovira, Albert; Romero Aroca, Pedro |
| Universitat: N/D |
| Any: 2023 |
| País: N/D |
| Títol: From White-Box Machine Learning to Fuzzy Logic for Automatic Gender Detection in Spanish Texts from Social Networks |
| Autor: Morales Sánchez, Damián |
| Director: Moreno Ribas, Antonio; Jiménez López, María Dolores |
| Universitat: N/D |
| Any: 2023 |
| País: N/D |
| Títol: Protecting Models and Data in Federated and Centralized Learning |
| Autor: Jebreel, Najeeb Moharram Salim |
| Director: Sánchez Ruenes, David; Domingo Ferrer, Josep |
| Universitat: N/D |
| Any: 2023 |
| País: N/D |
| Títol: Development of explainable methods for fuzzy decision support systems |
| Autor: Al-Ziyadi, Najlaa Maaroof Wahib |
| Director: Puig Valls, Domènec Savi; Moreno Ribas, Antonio |
| Universitat: N/D |
| Any: 2023 |
| País: N/D |
| Títol: Development of context-aware recommenders of sequences of touristic activities |
| Autor: Orama, Ayebakuro Jonathan |
| Director: Moreno Ribas, Antonio; Borràs Nogués, Joan |
| Universitat: N/D |
| Any: 2023 |
| País: N/D |
| Títol: Contributions to Explainability and Attack Detection in Deep Learning |
| Autor: Haffar, Rami |
| Director: Abdellatif Fatahallah Ibrahim Mahmoud, Hatem; Sánchez Ruenes, David; Puig Valls, Domènec Savi; Domingo Ferrer, Josep |
| Universitat: N/D |
| Any: 2023 |
| País: N/D |
| Títol: Deep Learning-based Methods for Extracting Fundus Image Landmarks and Signs of Eye Diseases |
| Autor: Ali, Mohammed Yousef Salem |
| Director: Julià Ferré, Maria Carmen; Baget Bernaldiz, Marc; Abdelnasser Mohamed Mahmoud, Mohamed; Valls Mateu, Aïda |
| Universitat: N/D |
| Any: 2022 |
| País: N/D |
| Títol: Implicaciones pronósticos de biomarcadores cardiacos y escalas de comorbilidad en pacientes con infección por COVID-19 atendidos en un servicio de urgencias. |
| Autor: Carrasquer Cucarella, Ana Maria |
| Director: Moreno Ribas, Antonio; Castro Salomó, Antoni; Romero Aroca, Pedro; Feliu Rovira, Albert; Bardají Ruiz, Alfredo |
| Universitat: N/D |
| Any: 2022 |
| País: N/D |
| Títol: Image Segmentation Methods for Automatic Detection of the Anatomical Structure of the Eye in People with Diabetic Retinopathy |
| Autor: Escorcia Gutierrez, José Rafael |
| Director: Romero Aroca, Pedro; Valls Mateu, Aïda; Puig Valls, Domènec Savi |
| Universitat: N/D |
| Any: 2021 |
| País: N/D |
| Títol: Dinámicas del poblamiento rural y del territorio en zonas del noroeste de la cuenca del Duero entre época romana y la Alta Edad Media a través de la Arqueología del Paisaje |
| Autor: Martínez Fernández, Jesús |
| Director: Valls Mateu, Aïda; Hernandez Lara, Ana Beatriz; Palet Martínez, Josep Maria |
| Universitat: N/D |
| Any: 2021 |
| País: N/D |
| Títol: Utility-preserving anonymization of textual documents |
| Autor: Fadi Abdulfattah Mohammed Hassan |
| Director: Josep Domingo I Ferrer; David Sanchez Ruenes |
| Universitat: N/D |
| Any: 2021 |
| País: N/D |
| Títol: Utility-Preserving Anonymization of Textual Documents |
| Autor: Hassan, Fadi Abdulfattah Mohammed |
| Director: Domingo Ferrer, Josep; Sánchez Ruenes, David |
| Universitat: N/D |
| Any: 2021 |
| País: N/D |
| Títol: Image segmentation methods for automatic detection of the anatomical structure of the eye in people with diabetic retinopathy |
| Autor: Jose Escorcia Gutierrez |
| Director: Aïda Valls Mateu; Pere Romero Aroca; Domènec Puig Valls |
| Universitat: N/D |
| Any: 2021 |
| País: N/D |
| Títol: Mathematical modelling to aid in the transition towards more sustainable buildings |
| Autor: Torres Rivas, Alba |
| Director: Moreno Ribas, Antonio; Boer, Dieter-Thomas; Jiménez Esteller, Laureano |
| Universitat: N/D |
| Any: 2020 |
| País: N/D |
| Títol: Development of Machine Learning Techniques for Diabetic Retinopathy Risk Estimation |
| Autor: Ali, Emran Saleh Ali |
| Director: Moreno Ribas, Antonio (Autor O Coautor) ; Romero Aroca, Pedro (Autor O Coautor) ; Valls Mateu, Aïda |
| Universitat: N/D |
| Any: 2020 |
| País: N/D |
| Títol: Sentiment analysis of textual content in social networks, from hand-crafted to deep learning-based models |
| Autor: Mohammed Hamood Abdullah Jabreel |
| Director: Antonio Moreno Ribas |
| Universitat: N/D |
| Any: 2020 |
| País: N/D |
| Títol: Sentiment Analysis of Textual Content in Social Networks. From Hand-Crafted to Deep Learning-Based Models |
| Autor: Jabreel, Mohammed Hamood Abdullah |
| Director: Jordà Fernández, Antonio Maria; Moreno Ribas, Antonio |
| Universitat: N/D |
| Any: 2020 |
| País: N/D |
| Títol: Development of Machine Learning Techniques for Diabetic Retinopathy Risk Estimation |
| Autor: Ali, Emran Saleh Ali |
| Director: Moreno Ribas, Antonio (Autor O Coautor) ; Romero Aroca, Pedro (Autor O Coautor) ; Valls Mateu, Aïda |
| Universitat: N/D |
| Any: 2020 |
| País: N/D |
| Publicacions en Revista / Papers |
| 2020 | 2021 | 2022 | 2023 | 2024 |
|---|
| Títol: Entropy Estimators for Markovian Sequences: A Comparative Analysis |
| Autors: De Gregorio, Juan; Sanchez, David; Toral, Raul |
| Any: 2024 Clau: Article |
| Revista: Entropy |
| País: N/D |
| Títol: Enhanced Security and Privacy via Fragmented Federated Learning |
| Autors: Jebreel, Najeeb Moharram; Domingo-Ferrer, Josep; Blanco-Justicia, Alberto; Sanchez, David |
| Any: 2024 Clau: Article |
| Revista: Ieee Transactions On Neural Networks And Learning Systems |
| País: N/D |
| Títol: LFighter: Defending against the label-flipping attack in federated learning |
| Autors: Jebreel, Najeeb Moharram; Domingo-Ferrer, Josep; Sanchez, David; Blanco-Justicia, Alberto |
| Any: 2024 Clau: Article |
| Revista: Neural Networks |
| País: N/D |
| Títol: Federated learning-based natural language processing: a systematic literature review |
| Autors: Khan, Younas; Sanchez, David; Domingo-Ferrer, Josep |
| Any: 2024 Clau: Article |
| Revista: Artificial Intelligence Review |
| País: N/D |
| Títol: Evaluating the disclosure risk of anonymized documents via a machine learning-based re-identification attack |
| Autors: Manzanares-Salor B; Sánchez D; Lison P |
| Any: 2024 Clau: Article |
| Revista: Data Mining And Knowledge Discovery |
| País: N/D |
| Títol: Overcoming Challenges of Lignin Nanoparticles: Expanding Opportunities for Scalable and Multifunctional Nanomaterials |
| Autors: Moreno, Adrian; Sipponen, Mika H |
| Any: 2024 Clau: Review |
| Revista: Accounts Of Chemical Research |
| País: N/D |
| Títol: Valorization of Lactate Esters and Amides into Value-Added Biobased (Meth)acrylic Polymers |
| Autors: Palà M; Lligadas G; Moreno A |
| Any: 2024 Clau: Review |
| Revista: Biomacromolecules |
| País: N/D |
| Títol: Multivariate data binning and examples generation to build a Diabetic Retinopathy classifier based on temporal clinical and analytical risk factors |
| Autors: Pascual-Fontanilles, Jordi; Valls, Aida; Romero-Aroca, Pedro |
| Any: 2024 Clau: Article |
| Revista: Knowledge-Based Systems |
| País: N/D |
| Títol: Distribution of Microaneurysms and Hemorrhages in Accordance with the Grading of Diabetic Retinopathy in Type Diabetes Patients |
| Autors: Romero-Aroca P; Garcia-Curto E; Pascual-Fontanilles J; Valls A; Moreno A; Baget-Bernaldiz M |
| Any: 2024 Clau: Article |
| Revista: Diagnostics |
| País: N/D |
| Títol: Distribution of Microaneurysms and Hemorrhages in Accordance with the Grading of Diabetic Retinopathy in Type Diabetes Patients |
| Autors: Romero-Aroca, Pedro; Garcia-Curto, Eugeni; Pascual-Fontanilles, Jordi; Valls, Aida; Moreno, Antonio; Baget-Bernaldiz, Marc |
| Any: 2024 Clau: Article |
| Revista: Diagnostics |
| País: N/D |
| Títol: Referable Diabetic Retinopathy Prediction Algorithm Applied to a Population of 120,389 Type 2 Diabetics over 11 Years Follow-Up |
| Autors: Romero-Aroca, Pedro; Verges, Raquel; Pascual-Fontanilles, Jordi; Valls, Aida; Franch-Nadal, Josep; Mundet, Xavier; Moreno, Antonio; Basora, Josep; Garcia-Curto, Eugeni; Baget-Bernaldiz, Marc |
| Any: 2024 Clau: Article |
| Revista: Diagnostics |
| País: N/D |
| Títol: Harnessing chemical functionality of lignin towards stimuli-responsive materials |
| Autors: Zheng, Yong; Moreno, Adrian; Zhang, Yiqi; Sipponen, Mika H; Dai, Lin |
| Any: 2024 Clau: Review |
| Revista: Trends In Chemistry |
| País: N/D |
| Títol: LezioSeg: Multi-Scale Attention Affine-Based CNN for Segmenting Diabetic Retinopathy Lesions in Images |
| Autors: Ali MYS; Jabreel M; Valls A; Baget M; Abdel-Nasser M |
| Any: 2023 Clau: Article |
| Revista: Electronics |
| País: N/D |
| Títol: Glaucoma Detection in Retinal Fundus Images Based on Deep Transfer Learning and Fuzzy Aggregation Operators |
| Autors: Ali, Mohammed Yousef Salem; Jabreel, Mohammad; Valls, Aida; Baget, Marc; Abdel-Nasser, Mohamed |
| Any: 2023 Clau: Article |
| Revista: International Journal On Artificial Intelligence Tools |
| País: N/D |
| Títol: LezioSeg: Multi-Scale Attention Affine-Based CNN for Segmenting Diabetic Retinopathy Lesions in Images |
| Autors: Ali, Mohammed Yousef Salem; Jabreel, Mohammed; Valls, Aida; Baget, Marc; Abdel-Nasser, Mohamed |
| Any: 2023 Clau: Article |
| Revista: Electronics |
| País: N/D |
| Títol: A Critical Review on the Use (and Misuse) of Differential Privacy in Machine Learning |
| Autors: Blanco-Justicia, Alberto; Sanchez, David; Domingo-Ferrer, Josep; Muralidhar, Krishnamurty |
| Any: 2023 Clau: Review |
| Revista: Acm Computing Surveys |
| País: N/D |
| Títol: Predicting Intensive Care Unit Patients' Discharge Date with a Hybrid Machine Learning Model That Combines Length of Stay and Days to Discharge |
| Autors: Cuadrado, D; Valls, A; Riaño, D |
| Any: 2023 Clau: Article |
| Revista: Mathematics |
| País: N/D |
| Títol: Predicting Intensive Care Unit Patients¿ Discharge Date with a Hybrid Machine Learning Model That Combines Length of Stay and Days to Discharge |
| Autors: Cuadrado, D; Valls, A; Riaño, D |
| Any: 2023 Clau: Article |
| Revista: Mathematics |
| País: N/D |
| Títol: Explaining predictions and attacks in federated learning via random forests |
| Autors: Haffar, Rami; Sanchez, David; Domingo-Ferrer, Josep |
| Any: 2023 Clau: Article |
| Revista: Applied Intelligence |
| País: N/D |
| Títol: Utility-Preserving Privacy Protection of Textual Documents via Word Embeddings |
| Autors: Hassan, Fadi; Sanchez, David; Domingo-Ferrer, Josep |
| Any: 2023 Clau: Article |
| Revista: Ieee Transactions On Knowledge And Data Engineering |
| País: N/D |
| Títol: High radon levels and adverse environmental conditions in using RAD7 |
| Autors: Lopez, Arturo; Balcazar, Miguel; Sanchez, David |
| Any: 2023 Clau: Article |
| Revista: Radiation Protection Dosimetry |
| País: N/D |
| Títol: Multi-Class Fuzzy-LORE: A Method for Extracting Local and Counterfactual Explanations Using Fuzzy Decision Trees |
| Autors: Maaroof, Najlaa; Moreno, Antonio; Valls, Aida; Jabreel, Mohammed; Romero-Aroca, Pedro |
| Any: 2023 Clau: Article |
| Revista: Electronics |
| País: N/D |
| Títol: Secure, accurate and privacy-aware fully decentralized learning via co-utility |
| Autors: Manjon, Jesus; Domingo-Ferrer, Josep; Sanchez, David; Blanco-Justicia, Alberto |
| Any: 2023 Clau: Article |
| Revista: Computer Communications |
| País: N/D |
| Títol: Breathable Lignin Nanoparticles as Reversible Gas Swellable Nanoreactors |
| Autors: Moreno A; Delgado-Lijarcio J; Ronda JC; Cádiz V; Galià M; Sipponen MH; Lligadas G |
| Any: 2023 Clau: Article |
| Revista: Small |
| País: N/D |
| Títol: The physics of languages |
| Autors: Patriarca, Marco; Heinsalu, Els; Sanchez, David |
| Any: 2023 Clau: Article |
| Revista: Physics World |
| País: N/D |
| Títol: Effect of Lipids on Diabetic Retinopathy in a Large Cohort of Diabetic Patients after 10 Years of Follow-Up |
| Autors: Romero-Aroca, Pedro; Verges, Raquel; Pascual-Fontanilles, Jordi; Valls, Aida; Franch, Josep; Barrot, Joan; Mundet, Xavier; La Torre, Alex; Moreno, Antonio; Sagarra, Ramon; Basora, Josep; Garcia-Curto, Eugeni; Baget-Bernaldiz, Marc |
| Any: 2023 Clau: Article |
| Revista: Journal Of Clinical Medicine |
| País: N/D |
| Títol: Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry and lateral flow immunochromatography for rapid identification of ¿-lactamase-gene-harboring Enterobacterales in urine specimens: Performance and cost-benefit analyses |
| Autors: Sanchez, David; Torres, Ignacio; Padron, Carmelo; Gimenez, Estela; Colomina, Javier; Carretero, Diego; Buesa, Javier; Navarro, David; Albert, Eliseo |
| Any: 2023 Clau: Article |
| Revista: Diagnostic Microbiology And Infectious Disease |
| País: N/D |
| Títol: Confidence-ranked reconstruction of census records from aggregate statistics fails to capture privacy risks and reidentifiability |
| Autors: Sánchez, David; Domingo-Ferrer, Josep; Muralidhar, Krishnamurty |
| Any: 2023 Clau: Article |
| Revista: Proceedings Of The National Academy Of Sciences Of The United States Of America |
| País: N/D |
| Títol: Finding the most sustainable wind farm sites with a hierarchical outranking decision aiding method |
| Autors: Afsordegan A; Del Vasto-Terrientes L; Valls A; Agell N; Sánchez M |
| Any: 2022 Clau: Article |
| Revista: Annals Of Operations Research |
| País: N/D |
| Títol: Identification of Mobility Patterns of Clusters of City Visitors: An Application of Artificial Intelligence Techniques to Social Media Data |
| Autors: Ayebakuro Orama, Jonathan; Huertas, Assumpcio; Borras, Joan; Moreno, Antonio; Anton Clave, Salvador |
| Any: 2022 Clau: Article |
| Revista: Applied Sciences-Basel |
| País: N/D |
| Títol: Secure and Privacy-Preserving Federated Learning via Co-Utility |
| Autors: Domingo-Ferrer, Josep; Blanco-Justicia, Alberto; Manjon, Jesus; Sanchez, David |
| Any: 2022 Clau: Article |
| Revista: Ieee Internet Of Things Journal |
| País: N/D |
| Títol: Decentralized k-anonymization of trajectories via privacy-preserving tit-for-tat |
| Autors: Domingo-Ferrer, Josep; Martinez, Sergio; Sanchez, David |
| Any: 2022 Clau: Article |
| Revista: Computer Communications |
| País: N/D |
| Títol: Assessment of power-to-power renewable energy storage based on the smart integration of hydrogen and micro gas turbine technologies |
| Autors: Escamilla, Antonio; Sanchez, David; Garcia-Rodriguez, Lourdes |
| Any: 2022 Clau: Article |
| Revista: International Journal Of Hydrogen Energy |
| País: N/D |
| Títol: A feature selection strategy to optimize retinal vasculature segmentation |
| Autors: Escorcia-Gutierrez J; Torrents-Barrena J; Gamarra M; Madera N; Romero-Aroca P; Valls A; Puig D |
| Any: 2022 Clau: Article |
| Revista: Cmc-Computers Materials & Continua |
| País: N/D |
| Títol: Building a Territorial Working Group to Reduce Gender Gap in the Field of Artificial Intelligence |
| Autors: Gibert K; Valls A |
| Any: 2022 Clau: Article |
| Revista: Applied Sciences-Basel |
| País: N/D |
| Títol: Generating Deep Learning Model-Specific Explanations at the End User's Side |
| Autors: Haffar, R; Jebreel, N; Sanchez, D; Domingo-Ferrer, J |
| Any: 2022 Clau: Article |
| Revista: International Journal Of Uncertainty Fuzziness And Knowledge-Based Systems |
| País: N/D |
| Títol: Enhanced Security and Privacy via Fragmented Federated Learning |
| Autors: Jebreel NM; Domingo-Ferrer J; Blanco-Justicia A; Sanchez D |
| Any: 2022 Clau: Article |
| Revista: Ieee Transactions On Neural Networks And Learning Systems |
| País: N/D |
| Títol: Decentralized k-anonymization of trajectories via privacy-preserving tit-for-tat |
| Autors: Josep Domingo-Ferrer, Sergio Martínez, David Sánchez |
| Any: 2022 Clau: Article |
| Revista: Computer Communications |
| País: N/D |
| Títol: A Comparative Study of Two Rule-Based Explanation Methods for Diabetic Retinopathy Risk Assessment |
| Autors: Maaroof, Najlaa; Moreno, Antonio; Valls, Aida; Jabreel, Mohammed; Szelag, Marcin |
| Any: 2022 Clau: Article |
| Revista: Applied Sciences-Basel |
| País: N/D |
| Títol: Machine Learning Methods for Automatic Gender Detection |
| Autors: Morales Sanchez, Damian; Moreno, Antonio; Jimenez Lopez, M. Dolores; |
| Any: 2022 Clau: Article |
| Revista: International Journal On Artificial Intelligence Tools |
| País: N/D |
| Títol: A White-Box Sociolinguistic Model for Gender Detection |
| Autors: Morales Sanchez, Damian; Moreno, Antonio; Jimenez Lopez, Maria Dolores |
| Any: 2022 Clau: Article |
| Revista: Applied Sciences-Basel |
| País: N/D |
| Títol: Values for the Mechanical Properties of Wheat, Maize and Wood Pellets for Use in Silo Load Calculations Involving Numerical Methods |
| Autors: Moya, Manuel; Sanchez, David; Ramon Villar-Garcia, Jose |
| Any: 2022 Clau: Article |
| Revista: Agronomy-Basel |
| País: N/D |
| Títol: Multi Objective Genetic Algorithm for Optimal Route Selection from a Set of Recommended Touristic Activities |
| Autors: Orama, Jonathan Ayebakuro; Moreno, Antonio; Borras, Joan |
| Any: 2022 Clau: Article |
| Revista: Frontiers In Artificial Intelligence And Applications |
| País: N/D |
| Títol: Continuous Dynamic Update of Fuzzy Random Forests |
| Autors: Pascual-Fontanilles, Jordi; Valls, Aida; Moreno, Antonio; Romero-Aroca, Pedro; |
| Any: 2022 Clau: Article |
| Revista: International Journal Of Computational Intelligence Systems |
| País: N/D |
| Títol: The Text Anonymization Benchmark (TAB): A Dedicated Corpus and Evaluation Framework for Text Anonymization |
| Autors: Pilan, Ildiko; Lison, Pierre; ovrelid, Lilja; Papadopoulou, Anthi; Sanchez, David; Batet, Montserrat |
| Any: 2022 Clau: Article |
| Revista: Computational Linguistics |
| País: N/D |
| Títol: Validation of an Algorithm for the Prediction of Diabetic Retinopathy in Type 1 Diabetic Patients in a Spanish Population |
| Autors: Romero-Aroca, Pedro; Baget-Bernaldiz, Marc; Navarro-Gil, Raul; Feliu, Albert; Maarof, Najla; Moreno, Antonio; Cristiano, Julián; Valls, Aida |
| Any: 2022 Clau: Article |
| Revista: Clinical Ophthalmology (Auckland, N.Z.) |
| País: N/D |
| Títol: Real-world outcomes of a clinical decision support system for diabetic retinopathy in Spain |
| Autors: Romero-Aroca, Pedro; Verges, Raquel; Maarof, Najlaa; Vallas-Mateu, Aida; Latorre, Alex; Moreno-Ribas, Antonio; Sagarra-Alamo, Ramon; Basora-Gallisa, Josep; Cristiano, Julian; Baget-Bernaldiz, Marc |
| Any: 2022 Clau: Article |
| Revista: Bmj Open Ophthalmol |
| País: N/D |
| Títol: Women in Artificial Intelligence |
| Autors: Valls, Aida; Gibert, Karina |
| Any: 2022 Clau: Article |
| Revista: Applied Sciences-Basel |
| País: N/D |
| Títol: Testing a Deep Learning Algorithm for Detection of Diabetic Retinopathy in a Spanish Diabetic Population and with MESSIDOR Database |
| Autors: Baget-Bernaldiz, Marc; Pedro, Romero-Aroca; Santos-Blanco, Esther; Navarro-Gil, Raul; Valls, Aida; Moreno, Antonio; Rashwan, Hatem A; Puig, Domenec |
| Any: 2021 Clau: Article |
| Revista: Diagnostics |
| País: N/D |
| Títol: Monitoring HOTTIP levels on extracellular vesicles for predicting recurrence in surgical non-small cell lung cancer patients |
| Autors: Bing, Han; Marrades, Ramon Maria; Vinolas, Nuria; Yangyi, He; Canals, Jordi; Diaz, Tania; Molins, Laureano; Martinez, Daniel; Moises, Jorge; Sanchez, David; Boada, Marc; Acosta-Plasencia, Melissa; Cros-Font, Corali; Monzo, Mariano; Navarro, Alfons |
| Any: 2021 Clau: Article |
| Revista: Translational Oncology |
| País: N/D |
| Títol: Achieving security and privacy in federated learning systems: Survey, research challenges and future directions |
| Autors: Blanco-Justicia, Alberto; Domingo-Ferrer, Josep; Martinez, Sergio; Sanchez, David; Flanagan, Adrian; Tan, Kuan Eeik |
| Any: 2021 Clau: Article |
| Revista: Engineering Applications Of Artificial Intelligence |
| País: N/D |
| Títol: A color fusion model based on Markowitz portfolio optimization for optic disc segmentation in retinal images |
| Autors: Escorcia-Gutierrez, Jose; Torrents-Barrena, Jordina; Gamarra, Margarita; Romero-Aroca, Pedro; Valls, Aida; Puig, Domenec; |
| Any: 2021 Clau: Article |
| Revista: Expert Systems With Applications |
| País: N/D |
| Títol: A method to determine a personalized set of online exercises for improving the positive mental health of a caregiver of a chronically ill patient |
| Autors: Ferre-Bergada, Maria; Valls, Aida; Raigal-Aran, Laia; Lorca-Cabrera, Jael; Albacar-Rioboo, Nuria; Lluch-Canut, Teresa; Ferre-Grau, Carme |
| Any: 2021 Clau: Article |
| Revista: Bmc Medical Informatics And Decision Making |
| País: N/D |
| Títol: Place branding for smart cities and smart tourism destinations: Do they communicate their smartness? |
| Autors: Huertas, Assumpcio; Moreno, Antonio; Pascual, Jordi |
| Any: 2021 Clau: Article |
| Revista: Sustainability |
| País: N/D |
| Títol: Introducing sentiment analysis of textual reviews in a multi-criteria decision aid system |
| Autors: Jabreel, Mohammed; Maaroof, Najlaa; Valls, Aida; Moreno, Antonio |
| Any: 2021 Clau: Article |
| Revista: Applied Sciences-Basel |
| País: N/D |
| Títol: Keynet: An asymmetric key-style framework for watermarking deep learning models |
| Autors: Jebreel, Najeeb Moharram; Domingo-Ferrer, Josep; Sanchez, David; Blanco-Justicia, Alberto |
| Any: 2021 Clau: Article |
| Revista: Applied Sciences-Basel |
| País: N/D |
| Títol: A large reproducible benchmark of ontology-based methods and word embeddings for word similarity |
| Autors: Lastra-Diaz, Juan J; Goikoetxea, Josu; Taieb, Mohamed Ali Hadj; Garcia-Serrano, Ana; Ben Aouicha, Mohamed; Agirre, Eneko; Sanchez, David |
| Any: 2021 Clau: Article |
| Revista: Information Systems |
| País: N/D |
| Títol: Combining Cluster-Based Profiling Based on Social Media Features and Association Rule Mining for Personalised Recommendations of Touristic Activities |
| Autors: Orama, Jonathan Ayebakuro; Borras, Joan; Moreno, Antonio |
| Any: 2021 Clau: Article |
| Revista: Applied Sciences-Basel |
| País: N/D |
| Títol: Privacy protection of user profiles in online search via semantic randomization |
| Autors: Rodriguez-Garcia, Mercedes; Batet, Montserrat; Sanchez, David; Viejo, Alexandre |
| Any: 2021 Clau: Article |
| Revista: Knowledge And Information Systems |
| País: N/D |
| Títol: The effect of hba1c variability as a risk measure for microangiopathy in type 1 diabetes mellitus |
| Autors: Romero-Aroca, Pedro; Navarro-Gil, Raul; Feliu, Albert; Valls, Aida; Moreno, Antonio; Baget-Bernaldiz, Marc |
| Any: 2021 Clau: Article |
| Revista: Diagnostics |
| País: N/D |
| Títol: Validation of a Diagnostic Support System for Diabetic Retinopathy Based on Clinical Parameters |
| Autors: Romero-Aroca, Pedro; Verges-Pujol, Raquel; Santos-Blanco, Esther; Maarof, Najlaa; Valls, Aida; Mundet, Xavier; Moreno, Antonio; Galindo, Luis; Baget-Bernaldiz, Marc; |
| Any: 2021 Clau: Article |
| Revista: Translational Vision Science & Technology |
| País: N/D |
| Títol: Automatic assessment of privacy policies under the gdpr |
| Autors: Sanchez, David; Viejo, Alexandre; Batet, Montserrat |
| Any: 2021 Clau: Article |
| Revista: Applied Sciences-Basel |
| País: N/D |
| Títol: Sequential intrapleural administration of fibrinolytic drugs and dornase alfa for empyema management. Treatment protocol based on its physicochemical stability |
| Autors: Bastida, Carla; Salazar-Santander, Carlota; Soy, Dolors; Sanchez, David; Diez, Carmen; Ramon Badia, Joan |
| Any: 2020 Clau: Article |
| Revista: Farmacia Hospitalaria |
| País: N/D |
| Títol: Leveraging synonymy and polysemy to improve semantic similarity assessments based on intrinsic information content |
| Autors: Batet, Montserrat; Sanchez, David |
| Any: 2020 Clau: Article |
| Revista: Artificial Intelligence Review |
| País: N/D |
| Títol: Photoinduced Upgrading of Lactic Acid-Based Solvents to Block Copolymer Surfactants |
| Autors: Bensabeh N; Moreno A; Roig A; Rahimzadeh M; Rahimi K; Ronda J; Cádiz V; Galià M; Percec V; Rodriguez-Emmenegger C; Lligadas G |
| Any: 2020 Clau: Article |
| Revista: Acs Sustainable Chemistry & Engineering |
| País: N/D |
| Títol: Machine learning explainability via microaggregation and shallow decision trees |
| Autors: Blanco-Justicia, Alberto; Domingo-Ferrer, Josep; Martinez, Sergio; Sanchez, David |
| Any: 2020 Clau: Article |
| Revista: Knowledge-Based Systems |
| País: N/D |
| Títol: Systematic Diffusion-Ordered Spectroscopy for the Selective Determination of Molecular Weight in Real Lignins and Fractions Arising from Base-Catalyzed Depolymerization Reaction Mixtures |
| Autors: Cornejo, Alfonso; Garcia-Yoldi, Inigo; Alegria-Dallo, Irantzu; Galilea-Gonzalo, Rebeca; Hablich, Karina; Sanchez, David; Otazu, Eduardo; Funcia, Ibai; Gil, Maria J; Martinez-Merino, Victor |
| Any: 2020 Clau: Article |
| Revista: Acs Sustainable Chemistry & Engineering |
| País: N/D |
| Títol: Outsourcing analyses on privacy-protected multivariate categorical data stored in untrusted clouds |
| Autors: Domingo-Ferrer, Josep; Sanchez, David; Ricci, Sara; Munoz-Batista, Monica |
| Any: 2020 Clau: Article |
| Revista: Knowledge And Information Systems |
| País: N/D |
| Títol: Convexity shape constraints for retinal blood vessel segmentation and foveal avascular zone detection |
| Autors: Escorcia-Gutierrez J; Torrents-Barrena J; Gamarra M; Romero-Aroca P; Valls A; Puig D |
| Any: 2020 Clau: Article |
| Revista: Computers In Biology And Medicine |
| País: N/D |
| Títol: Comprehensive Simulation of a Software Project throughout Several Subjects |
| Autors: Ferre M; Garcia-Barroso C; Garcia-Famoso M; Sanchez D; Valls A |
| Any: 2020 Clau: Article |
| Revista: Revista Iberoamericana De Tecnologias Del Aprendizaje |
| País: N/D |
| Títol: Comprehensive Simulation of a Software Project throughout Several Subjects |
| Autors: Ferre, Maria; Garcia-Barroso, Carlos; Garcia-Famoso, Montse; Sanchez, David; Valls, Aida |
| Any: 2020 Clau: Article |
| Revista: Revista Iberoamericana De Tecnologias Del Aprendizaje |
| País: N/D |
| Títol: Emotional brand communication on Facebook and Twitter: Are DMOs successful? |
| Autors: Lalicic L; Huertas A; Moreno A; Jabreel M |
| Any: 2020 Clau: Article |
| Revista: Journal Of Destination Marketing & Management |
| País: N/D |
| Títol: Acquired Angioedema due to C1 Inhibitor Deficiency Preceding Splenic Marginal Zone Lymphoma: Further Insights from Clinical Practice |
| Autors: Leme Ferriani, Mariana Paes; Trevisan-Neto, Orlando; Costa, Julia S.; Melo, Janaina M. L.; Moreno, Adriana S.; Dias, Marina M.; Garibaldi, Pedro M. M.; Pereira, Gabriel C.; Chahud, Fernando; Traina, Fabiola; Arruda, L. Karla; |
| Any: 2020 Clau: Article |
| Revista: International Archives Of Allergy And Immunology |
| País: N/D |
| Títol: Does Teaching Your Native Language Abroad Increase L1 Attrition of Speech? The Case of Spaniards in the United Kingdom |
| Autors: Mayr, Robert; Sanchez, David; Mennen, Ineke |
| Any: 2020 Clau: Article |
| Revista: Languages |
| País: N/D |
| Títol: Dual Biochemically Breakable Drug Carriers from Programmed Telechelic Homopolymers |
| Autors: Moreno A; Jiménez-Alesanco A; Ronda JC; Cádiz V; Galià M; Percec V; Abian O; Lligadas G |
| Any: 2020 Clau: Article |
| Revista: Biomacromolecules |
| País: N/D |
| Títol: Programming Self-Assembly and Stimuli-Triggered Response of Hydrophilic Telechelic Polymers with Sequence-Encoded Hydrophobic Initiators |
| Autors: Moreno A; Ronda JC; Cádiz V; Galià M; Percec V; Lligadas G |
| Any: 2020 Clau: Article |
| Revista: Macromolecules |
| País: N/D |
| Títol: Validation of a Deep Learning Algorithm for Diabetic Retinopathy |
| Autors: Romero-Aroca, Pedro; Verges-Puig, Raquel; de la Torre, Jordi; Valls, Aida; Relano-Barambio, Naiara; Puig, Domenec; Baget-Bernaldiz, Marc; |
| Any: 2020 Clau: Article |
| Revista: Telemedicine And E-Health |
| País: N/D |
| Títol: µ-ANT: Semantic Microaggregation-based Anonymization Tool |
| Autors: Sanchez, David; Martinez, Sergio; Domingo-Ferrer, Josep; Soria-Comas, Jordi; Batet, Montserrat |
| Any: 2020 Clau: Article |
| Revista: Bioinformatics |
| País: N/D |
| Títol: Secure monitoring in IoT-based services via fog orchestration |
| Autors: Viejo, Alexandre; Sanchez, David |
| Any: 2020 Clau: Article |
| Revista: Future Generation Computer Systems-The International Journal Of Escience |
| País: N/D |
| Títol: A deep learning interpretable classifier for diabetic retinopathy disease grading |
| Autors: de la Torre J; Valls A; Puig D |
| Any: 2020 Clau: Article |
| Revista: Neurocomputing |
| País: N/D |
| Llibres / Books |
| 2020 | 2021 | 2022 | 2023 | 2024 |
|---|
| Capítols de Llibre / Book chapters |
| 2020 | 2021 | 2022 | 2023 | 2024 |
|---|
| Títol: Mapping Literacies in the Tourism Labor Market: A Cross-Database Comparison |
| Autors: Eddy Soria Leyva |
| Any: 2024 Clau: Book Chapters |
| Títol: Adapting a Fuzzy Random Forest for Ordinal Multi-Class Classification |
| Autors: Pascual Fontanilles, Jordi; Lhotska, Lenka: Moreno, Antonio; Valls, Aida |
| Any: 2022 Clau: Book Chapters |
| Títol: Constructing an Outranking Relation from Semantic Criteria and Ordinal Criteria for the ELECTRE Method |
| Autors: Valls A; Moreno A |
| Any: 2022 Clau: Book Chapters |
| Títol: Segmenting the Optic Disc Using a Deep Learning Ensemble Model Based on OWA Operators |
| Autors: Ali MYS; Abdel-Nasser M; Jabreel M; Valls A; Baget M |
| Any: 2021 Clau: Book Chapters |
| Títol: Privacy-Preserving Orchestrated Web Service Composition with Untrusted Brokers |
| Autors: Khabou I; Rouached M; Viejo A; Sánchez D |
| Any: 2021 Clau: Book Chapters |
| Títol: Contextualized LORE for Fuzzy Attributes |
| Autors: Maaroof N; Moreno A; Jabreel M; Valls A |
| Any: 2021 Clau: Book Chapters |
| Títol: Iterative Update of a Random Forest Classifier for Diabetic Retinopathy |
| Autors: Pascual-Fontanilles J; Valls A; Moreno A; Romero-Aroca P |
| Any: 2021 Clau: Book Chapters |
| Títol: SentiRank: A system to integrate aspect-based sentiment analysis and multi-criteria decision support |
| Autors: Jabreel M; Maaroof N; Valls A; Moreno A |
| Any: 2020 Clau: Book Chapters |
| Altres Documents / Other documents |
| 2020 | 2021 | 2022 | 2023 | 2024 |
|---|
| Patents Sol.licitades / Patents |
| 2020 | 2021 | 2022 | 2023 | 2024 |
|---|
| Títol: Software RETIPROGRAM 2.0 |
| Autors: VALLS MATEU, AÏDA (Autor o Coautor); MORENO RIBAS, ANTONIO (Autor o Coautor); PUIG VALLS, DOMÈNEC SAVI (Autor o Coautor); Emran Saleh (Autor o Coautor); Najlaa Maaroof (Autor o Coautor); ROMERO AROCA, PEDRO (Autor o Coautor); Baget-Bernaldiz, Marc (Autor o Coautor); Verges-Puig, Raquel (Autor o Coautor); Sagarra-Alamo, Ramon (Autor o Coautor); Navarro Gil, Raúl (Autor o Coautor) |
| Any: 2020 Tipus: Other |
| Organismes: N/D |
| Països: N/D |
| Títol: Software MIRA |
| Autors: VALLS MATEU, AÏDA (Autor o Coautor); PUIG VALLS, DOMÈNEC SAVI (Autor o Coautor); MORENO RIBAS, ANTONIO (Autor o Coautor); Jabreel, Mohammed (Autor o Coautor); CRISTIANO RODRÍGUEZ, JULIÁN EFRÉN (Autor o Coautor); ROMERO AROCA, PEDRO (Autor o Coautor); Baget-Bernaldiz, Marc (Autor o Coautor); Navarro Gil, Raúl (Autor o Coautor); Bautista Pérez, Angel (Autor o Coautor); Verges-Puig, Raquel (Autor o Coautor) |
| Any: 2020 Tipus: Other |
| Organismes: N/D |
| Països: N/D |
| Congressos / Conferences |
| 2020 | 2021 | 2022 | 2023 | 2024 |
|---|
| Autor/a: Eddy Soria Leyva |
| Títol: 26th International Congress of the Catalan Association for Artificial Intelligence |
| Congrés/acte: Ios Press |
| Congrés/acte: Speaker |
| Any: 2024 |
| Autor/a: Jordi Pascual Fontanilles, Aïda Valls, Antonio Moreno, Pedro Romero Aroca |
| Títol: Iterative update of a Random Forest classifier for Diabetic Retinopathy |
| Congrés/acte: Artificial Intelligence Reserch And Development |
| Congrés/acte: Speaker |
| Any: 2021 |
| Autor/a: Mohammed Ali, Mohamed Abdelnasser, Mohammed Jabreel, Aïda Valls, Marc Baget |
| Títol: Segmenting the Optic Disc using a Deep Learning Ensemble Model based on OWA Operators |
| Congrés/acte: Artificial Intelligence Reserch And Development |
| Congrés/acte: Speaker |
| Any: 2021 |
| Autor/a: Najlaa Al-Ziyadi, Antonio Moreno, Mohammed Jabreel, Aïda Valls |
| Títol: Contextualized LORE for Fuzzy Attributes |
| Congrés/acte: Artificial Intelligence Reserch And Development |
| Congrés/acte: Speaker |
| Any: 2021 |
