David Sánchez

211 papers A* 2B 18C 12Misc 1Journal 133Unranked 41

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Critical Review on the Effectiveness and Privacy Threats of Membership Inference Attacks. CoRR Najeeb Jebreel, David Sánchez, Josep Domingo-Ferrer
2026	J	`jnl`	A comparative analysis, enhancement and evaluation of text anonymization with pre-trained Large Language Models. Expert Syst. Appl. Benet Manzanares-Salor, David Sánchez
2026	J	`jnl`	Differential Privacy in Practice: Lessons Learned From 10 Years of Real-World Applications. IEEE Secur. Priv. Luis Del Vasto-Terrientes, David Sánchez, Josep Domingo-Ferrer
2026	J	`jnl`	Revisiting the LiRA Membership Inference Attack Under Realistic Assumptions. CoRR Najeeb Jebreel, Mona Khalil, David Sánchez, Josep Domingo-Ferrer
2025	J	`jnl`	Anonymization Did Not Fail: Misconceptions and Overstatements on Data Anonymization Failures. IEEE Secur. Priv. David Sánchez, Josep Domingo-Ferrer, Krishnamurty Muralidhar
2025	J	`jnl`	Conciliating Privacy and Utility in Data Releases via Individual Differential Privacy and Microaggregation. Trans. Data Priv. Jordi Soria-Comas, David Sánchez, Josep Domingo-Ferrer, Sergio Martínez, Luis Del Vasto-Terrientes
2025	J	`jnl`	DP2Unlearning: An Efficient and Guaranteed Unlearning Framework for LLMs. CoRR Tamim Al Mahmud, Najeeb Jebreel, Josep Domingo-Ferrer, David Sánchez
2025	J	`jnl`	DP2Unlearning: An efficient and guaranteed unlearning framework for LLMs. Neural Networks Tamim Al Mahmud, Najeeb Jebreel, Josep Domingo-Ferrer, David Sánchez
2025	B	`conf`	Defenses Against Membership Inference Attacks on Unlearned Data. MDAI Josep Domingo-Ferrer, Najeeb Jebreel, David Sánchez
2025	J	`jnl`	Digital forgetting in large language models: a survey of unlearning methods. Artif. Intell. Rev. Alberto Blanco-Justicia, Najeeb Jebreel, Benet Manzanares-Salor, David Sánchez, Josep Domingo-Ferrer, Guillem Collell, Kuan Eeik Tan
2025	J	`jnl`	Efficient Unlearning with Privacy Guarantees. CoRR Josep Domingo-Ferrer, Najeeb Jebreel, David Sánchez
2025	J	`jnl`	Enhancing efficiency and data utility in longitudinal data anonymization. Inf. Sci. Fatemeh Amiri, David Sánchez, Josep Domingo-Ferrer
2025	J	`jnl`	Enhancing text anonymization via re-identification risk-based explainability. Knowl. Based Syst. Benet Manzanares-Salor, David Sánchez
2025	J	`jnl`	Explainability-Driven Incremental Image Anonymization. Trans. Data Priv. Rami Haffar, David Sánchez, Younas Khan, Josep Domingo-Ferrer
2025	—	`conf`	FedBC: Privacy-Preserving Breast Cancer Diagnosis from Ultrasound Images Using Federated Learning. Deep-Breath@MICCAI Faisal Ahmed, David Sánchez, Josep Domingo-Ferrer, Zouhair Haddi
2025	J	`jnl`	How to Get Actual Privacy and Utility from Privacy Models: the k-Anonymity and Differential Privacy Families. CoRR Josep Domingo-Ferrer, David Sánchez
2025	J	`jnl`	MemberShield: A framework for federated learning with membership privacy. Neural Networks Faisal Ahmed, David Sánchez, Zouhair Haddi, Josep Domingo-Ferrer
2025	J	`jnl`	Multi-Task Faces (MTF) Data Set: A Legally and Ethically Compliant Collection of Face Images for Various Classification Tasks. IEEE Access Rami Haffar, David Sánchez, Josep Domingo-Ferrer
2025	—	`conf`	Privacy- & Utility-Preserving Data Releases over Fragmented Data Using Individual Differential Privacy. ICISSP (2) Luis Del Vasto-Terrientes, Sergio Martínez, David Sánchez
2025	J	`jnl`	Truthful text sanitization guided by inference attacks. Appl. Soft Comput. Ildikó Pilán, Benet Manzanares-Salor, David Sánchez, Pierre Lison
2025	J	`jnl`	Unlearning in Large Language Models: We Are Not There Yet. Computer Alberto Blanco-Justicia, Josep Domingo-Ferrer, Najeeb Moharram Jebreel, Benet Manzanares-Salor, David Sánchez
2024	C	`conf`	An Examination of the Alleged Privacy Threats of Confidence-Ranked Reconstruction of Census Microdata. PSD David Sánchez, Najeeb Jebreel, Krishnamurty Muralidhar, Josep Domingo-Ferrer, Alberto Blanco-Justicia
2024	J	`jnl`	Digital Forgetting in Large Language Models: A Survey of Unlearning Methods. CoRR Alberto Blanco-Justicia, Najeeb Jebreel, Benet Manzanares-Salor, David Sánchez, Josep Domingo-Ferrer, Guillem Collell, Kuan Eeik Tan
2024	J	`jnl`	Enhanced Security and Privacy via Fragmented Federated Learning. IEEE Trans. Neural Networks Learn. Syst. Najeeb Moharram Jebreel, Josep Domingo-Ferrer, Alberto Blanco-Justicia, David Sánchez
2024	J	`jnl`	Evaluating the disclosure risk of anonymized documents via a machine learning-based re-identification attack. Data Min. Knowl. Discov. Benet Manzanares-Salor, David Sánchez, Pierre Lison
2024	J	`jnl`	Federated learning-based natural language processing: a systematic literature review. Artif. Intell. Rev. Younas Khan, David Sánchez, Josep Domingo-Ferrer
2024	—	`conf`	GLOR-FLEX: Local to Global Rule-Based EXplanations for Federated Learning. FUZZ Rami Haffar, Francesca Naretto, David Sánchez, Anna Monreale, Josep Domingo-Ferrer
2024	J	`jnl`	LFighter: Defending against the label-flipping attack in federated learning. Neural Networks Najeeb Moharram Jebreel, Josep Domingo-Ferrer, David Sánchez, Alberto Blanco-Justicia
2024	J	`jnl`	Truthful Text Sanitization Guided by Inference Attacks. CoRR Ildikó Pilán, Benet Manzanares-Salor, David Sánchez, Pierre Lison
2023	J	`jnl`	A Critical Review on the Use (and Misuse) of Differential Privacy in Machine Learning. ACM Comput. Surv. Alberto Blanco-Justicia, David Sánchez, Josep Domingo-Ferrer, Krishnamurty Muralidhar
2023	J	`jnl`	An Examination of the Alleged Privacy Threats of Confidence-Ranked Reconstruction of Census Microdata. CoRR David Sánchez, Najeeb Jebreel, Josep Domingo-Ferrer, Krishnamurty Muralidhar, Alberto Blanco-Justicia
2023	J	`jnl`	Conciliating Privacy and Utility in Data Releases via Individual Differential Privacy and Microaggregation. CoRR Jordi Soria-Comas, David Sánchez, Josep Domingo-Ferrer, Sergio Martínez, Luis Del Vasto-Terrientes
2023	J	`jnl`	Explaining predictions and attacks in federated learning via random forests. Appl. Intell. Rami Haffar, David Sánchez, Josep Domingo-Ferrer
2023	J	`jnl`	Multi-Task Faces (MTF) Data Set: A Legally and Ethically Compliant Collection of Face Images for Various Classification Tasks. CoRR Rami Haffar, David Sánchez, Josep Domingo-Ferrer
2023	J	`jnl`	Secure, accurate and privacy-aware fully decentralized learning via co-utility. Comput. Commun. Jesús A. Manjón, Josep Domingo-Ferrer, David Sánchez, Alberto Blanco-Justicia
2023	J	`jnl`	Utility-Preserving Privacy Protection of Textual Documents via Word Embeddings. IEEE Trans. Knowl. Data Eng. Fadi Hassan, David Sánchez, Josep Domingo-Ferrer
2022	J	`jnl`	A Critical Review on the Use (and Misuse) of Differential Privacy in Machine Learning. CoRR Alberto Blanco-Justicia, David Sánchez, Josep Domingo-Ferrer, Krishnamurty Muralidhar
2022	C	`conf`	Automatic Evaluation of Disclosure Risks of Text Anonymization Methods. PSD Benet Manzanares-Salor, David Sánchez, Pierre Lison
2022	J	`jnl`	Decentralized k-anonymization of trajectories via privacy-preserving tit-for-tat. Comput. Commun. Josep Domingo-Ferrer, Sergio Martínez, David Sánchez
2022	J	`jnl`	Defending against the Label-flipping Attack in Federated Learning. CoRR Najeeb Moharram Jebreel, Josep Domingo-Ferrer, David Sánchez, Alberto Blanco-Justicia
2022	J	`jnl`	Enhanced Security and Privacy via Fragmented Federated Learning. CoRR Najeeb Moharram Jebreel, Josep Domingo-Ferrer, Alberto Blanco-Justicia, David Sánchez
2022	J	`jnl`	Generating Deep Learning Model-Specific Explanations at the End User's Side. Int. J. Uncertain. Fuzziness Knowl. Based Syst. Rami Haffar, Najeeb Jebreel, David Sánchez, Josep Domingo-Ferrer
2022	J	`jnl`	Secure and Privacy-Preserving Federated Learning via Co-Utility. IEEE Internet Things J. Josep Domingo-Ferrer, Alberto Blanco-Justicia, Jesús A. Manjón, David Sánchez
2022	J	`jnl`	The Text Anonymization Benchmark (TAB): A Dedicated Corpus and Evaluation Framework for Text Anonymization. Comput. Linguistics Ildikó Pilán, Pierre Lison, Lilja Øvrelid, Anthi Papadopoulou, David Sánchez, Montserrat Batet
2022	J	`jnl`	The Text Anonymization Benchmark (TAB): A Dedicated Corpus and Evaluation Framework for Text Anonymization. CoRR Ildikó Pilán, Pierre Lison, Lilja Øvrelid, Anthi Papadopoulou, David Sánchez, Montserrat Batet
2021	J	`jnl`	A large reproducible benchmark of ontology-based methods and word embeddings for word similarity. Inf. Syst. Juan J. Lastra-Díaz, Josu Goikoetxea, Mohamed Ali Hadj Taieb, Ana García-Serrano, Mohamed Ben Aouicha, Eneko Agirre, David Sánchez
2021	J	`jnl`	Achieving security and privacy in federated learning systems: Survey, research challenges and future directions. Eng. Appl. Artif. Intell. Alberto Blanco-Justicia, Josep Domingo-Ferrer, Sergio Martínez, David Sánchez, Adrian Flanagan, Kuan Eeik Tan
2021	—	`conf`	Anonymisation Models for Text Data: State of the art, Challenges and Future Directions. ACL/IJCNLP (1) Pierre Lison, Ildikó Pilán, David Sánchez, Montserrat Batet, Lilja Øvrelid
2021	B	`conf`	Explaining Image Misclassification in Deep Learning via Adversarial Examples. MDAI Rami Haffar, Najeeb Moharram Jebreel, Josep Domingo-Ferrer, David Sánchez
2021	J	`jnl`	Privacy protection of user profiles in online search via semantic randomization. Knowl. Inf. Syst. Mercedes Rodriguez-Garcia, Montserrat Batet, David Sánchez, Alexandre Viejo
2021	J	`jnl`	Secure and Privacy-Preserving Federated Learning via Co-Utility. CoRR Josep Domingo-Ferrer, Alberto Blanco-Justicia, Jesús A. Manjón, David Sánchez
2021	J	`jnl`	The limits of differential privacy (and its misuse in data release and machine learning). Commun. ACM Josep Domingo-Ferrer, David Sánchez, Alberto Blanco-Justicia
2020	J	`jnl`	Achieving Security and Privacy in Federated Learning Systems: Survey, Research Challenges and Future Directions. CoRR Alberto Blanco-Justicia, Josep Domingo-Ferrer, Sergio Martínez, David Sánchez, Adrian Flanagan, Kuan Eeik Tan
2020	B	`conf`	Co-Utile Peer-to-Peer Decentralized Computing. CCGRID Josep Domingo-Ferrer, Alberto Blanco-Justicia, David Sánchez, Najeeb Jebreel
2020	J	`jnl`	Comprehensive Simulation of a Software Project Throughout Several Subjects. Rev. Iberoam. de Tecnol. del Aprendiz. Maria Ferre, Carlos García-Barroso, Montse García-Famoso, David Sánchez, Aïda Valls
2020	C	`conf`	Detecting Bad Answers in Survey Data Through Unsupervised Machine Learning. PSD Najeeb Moharram Jebreel, Rami Haffar, Ashneet Khandpur Singh, David Sánchez, Josep Domingo-Ferrer, Alberto Blanco-Justicia
2020	B	`conf`	Efficient Detection of Byzantine Attacks in Federated Learning Using Last Layer Biases. MDAI Najeeb Jebreel, Alberto Blanco-Justicia, David Sánchez, Josep Domingo-Ferrer
2020	B	`conf`	Explaining Misclassification and Attacks in Deep Learning via Random Forests. MDAI Rami Haffar, Josep Domingo-Ferrer, David Sánchez
2020	B	`conf`	Fair Detection of Poisoning Attacks in Federated Learning. ICTAI Ashneet Khandpur Singh, Alberto Blanco-Justicia, Josep Domingo-Ferrer, David Sánchez, David Rebollo-Monedero
2020	J	`jnl`	Leveraging synonymy and polysemy to improve semantic similarity assessments based on intrinsic information content. Artif. Intell. Rev. Montserrat Batet, David Sánchez
2020	J	`jnl`	Machine learning explainability via microaggregation and shallow decision trees. Knowl. Based Syst. Alberto Blanco-Justicia, Josep Domingo-Ferrer, Sergio Martínez, David Sánchez
2020	J	`jnl`	Outsourcing analyses on privacy-protected multivariate categorical data stored in untrusted clouds. Knowl. Inf. Syst. Josep Domingo-Ferrer, David Sánchez, Sara Ricci, Mónica Muñoz-Batista
2020	J	`jnl`	Secure monitoring in IoT-based services via fog orchestration. Future Gener. Comput. Syst. Alexandre Viejo, David Sánchez
2020	J	`jnl`	The Limits of Differential Privacy (and its Misuse in Data Release and Machine Learning). CoRR Josep Domingo-Ferrer, David Sánchez, Alberto Blanco-Justicia
2020	—	`conf`	Tumor Entity Recognition and Coding for Spanish Electronic Health Records. IberLEF@SEPLN Fadi Hassan, David Sánchez, Josep Domingo-Ferrer
2020	J	`jnl`	µ-ANT: semantic microaggregation-based anonymization tool. Bioinform. David Sánchez, Sergio Martínez, Josep Domingo-Ferrer, Jordi Soria-Comas, Montserrat Batet
2019	—	`conf`	Automatic Anonymization of Textual Documents: Detecting Sensitive Information via Word Embeddings. TrustCom/BigDataSE Fadi Hassan, David Sánchez, Jordi Soria-Comas, Josep Domingo-Ferrer
2019	—	`conf`	E2EJ: Anonymization of Spanish Medical Records using End-to-End Joint Neural Networks. IberLEF@SEPLN Mohammed Jabreel, Fadi Hassan, Najlaa Maaroof, David Sánchez, Josep Domingo-Ferrer, Antonio Moreno
2019	J	`jnl`	Privacy-preserving cloud computing on sensitive data: A survey of methods, products and challenges. Comput. Commun. Josep Domingo-Ferrer, Oriol Farràs, Jordi Ribes-González, David Sánchez
2019	—	`conf`	ReCRF: Spanish Medical Document Anonymization using Automatically-crafted Rules and CRF. IberLEF@SEPLN Fadi Hassan, Mohammed Jabreel, Najlaa Maaroof, David Sánchez, Josep Domingo-Ferrer, Antonio Moreno
2019	J	`jnl`	Secure and privacy-preserving orchestration and delivery of fog-enabled IoT services. Ad Hoc Networks Alexandre Viejo, David Sánchez
2019	J	`jnl`	Utility-preserving privacy protection of nominal data sets via semantic rank swapping. Inf. Fusion Mercedes Rodriguez-Garcia, Montserrat Batet, David Sánchez
2018	J	`jnl`	A semantic-preserving differentially private method for releasing query logs. Inf. Sci. David Sánchez, Montserrat Batet, Alexandre Viejo, Mercedes Rodriguez-Garcia, Jordi Castellà-Roca
2018	J	`jnl`	Co-utile disclosure of private data in social networks. Inf. Sci. David Sánchez, Josep Domingo-Ferrer, Sergio Martínez
2018	J	`jnl`	How to Avoid Reidentification with Proper Anonymization. CoRR David Sánchez, Sergio Martínez, Josep Domingo-Ferrer
2018	J	`jnl`	Privacy-Preserving Orchestrated Web Service Composition with Untrusted Brokers. Int. J. Inf. Technol. Web Eng. Imen Khabou, Mohsen Rouached, Alexandre Viejo, David Sánchez
2018	J	`jnl`	Privacy-preserving and advertising-friendly web surfing. Comput. Commun. David Sánchez, Alexandre Viejo
2018	J	`jnl`	Semantic Disclosure Control: semantics meets data privacy. Online Inf. Rev. Montserrat Batet, David Sánchez
2018	J	`jnl`	Survey and evaluation of web search engine hit counts as research tools in computational linguistics. Inf. Syst. David Sánchez, Laura Martínez-Sanahuja, Montserrat Batet
2017	J	`jnl`	A semantic framework for noise addition with nominal data. Knowl. Based Syst. Mercedes Rodriguez-Garcia, Montserrat Batet, David Sánchez
2017	J	`jnl`	Co-Utility: Self-Enforcing protocols for the mutual benefit of participants. Eng. Appl. Artif. Intell. Josep Domingo-Ferrer, Sergio Martínez, David Sánchez, Jordi Soria-Comas
2017	J	`jnl`	Individual Differential Privacy: A Utility-Preserving Formulation of Differential Privacy Guarantees. IEEE Trans. Inf. Forensics Secur. Jordi Soria-Comas, Josep Domingo-Ferrer, David Sánchez, David Megías
2017	J	`jnl`	Personalized privacy in open data sharing scenarios. Online Inf. Rev. David Sánchez, Alexandre Viejo
2017	J	`jnl`	Privacy-preserving data outsourcing in the cloud via semantic data splitting. Comput. Commun. David Sánchez, Montserrat Batet
2017	J	`jnl`	Privacy-preserving data outsourcing in the cloud via semantic data splitting. CoRR David Sánchez, Montserrat Batet
2017	J	`jnl`	Toward sensitive document release with privacy guarantees. CoRR David Sánchez, Montserrat Batet
2017	J	`jnl`	Toward sensitive document release with privacy guarantees. Eng. Appl. Artif. Intell. David Sánchez, Montserrat Batet
2017	C	`conf`	Using Searchable Encryption for Privacy-Aware Orchestrated Web Service Composition. CIS Imen Khabou, Mohsen Rouached, Alexandre Viejo, David Sánchez
2016	J	`jnl`	C-sanitized: A privacy model for document redaction and sanitization. J. Assoc. Inf. Sci. Technol. David Sánchez, Montserrat Batet
2016	J	`jnl`	Co-utility - Self-enforcing collaborative protocols with mutual help. Prog. Artif. Intell. Josep Domingo-Ferrer, David Sánchez, Jordi Soria-Comas
2016	—	`book`	Database Anonymization: Privacy Models, Data Utility, and Microaggregation-based Inter-model Connections Database Anonymization Josep Domingo-Ferrer, David Sánchez, Jordi Soria-Comas
2016	J	`jnl`	Enforcing transparent access to private content in social networks by means of automatic sanitization. Expert Syst. Appl. Alexandre Viejo, David Sánchez
2016	B	`conf`	Evaluating the Suitability of Web Search Engines as Proxies for Knowledge Discovery from the Web. KES Laura Martínez-Sanahuja, David Sánchez
2016	B	`conf`	Improving Semantic Relatedness Assessments: Ontologies Meet Textual Corpora. KES Montserrat Batet, David Sánchez
2016	J	`jnl`	Individual Differential Privacy: A Utility-Preserving Formulation of Differential Privacy Guarantees. CoRR Jordi Soria-Comas, Josep Domingo-Ferrer, David Sánchez, David Megías
2016	—	`conf`	Intrusion Detection and Attack Tolerance for Cloud Environments: The CLARUS Approach. ICDCS Workshops Georges Ouffoue, Antonio M. Ortiz, Ana R. Cavalli, Wissam Mallouli, Josep Domingo-Ferrer, David Sánchez, Fatiha Zaïdi
2016	—	`conf`	Ontology-based Access Control Management: Two Use Cases. ICAART (1) Malik Imran Daud, David Sánchez, Alexandre Viejo
2016	C	`conf`	Perturbative Data Protection of Multivariate Nominal Datasets. PSD Mercedes Rodriguez-Garcia, David Sánchez, Montserrat Batet
2016	B	`conf`	Privacy-Preserving Cloud-Based Statistical Analyses on Sensitive Categorical Data. MDAI Sara Ricci, Josep Domingo-Ferrer, David Sánchez
2016	J	`jnl`	Privacy-driven Access Control in Social Networks by Means of Automatic Semantic Annotation. CoRR Malik Imran Daud, David Sánchez, Alexandre Viejo
2016	J	`jnl`	Privacy-driven access control in social networks by means of automatic semantic annotation. Comput. Commun. Malik Imran Daud, David Sánchez, Alexandre Viejo
2016	J	`jnl`	Self-enforcing protocols via co-utile reputation management. Inf. Sci. Josep Domingo-Ferrer, Oriol Farràs, Sergio Martínez, David Sánchez, Jordi Soria-Comas
2016	J	`jnl`	Utility-preserving differentially private data releases via individual ranking microaggregation. Inf. Fusion David Sánchez, Josep Domingo-Ferrer, Sergio Martínez, Jordi Soria-Comas
2016	A*	`conf`	t-closeness through microaggregation: Strict privacy with enhanced utility preservation. ICDE Jordi Soria-Comas, Josep Domingo-Ferrer, David Sánchez, Sergio Martínez
2015	—	`conf`	Co-utility: Conciliating Individual Freedom and Common Good in the Crowd Based Business Model. ICEBE Abeba Nigussie Turi, Josep Domingo-Ferrer, David Sánchez, Dritan Osmani
2015	—	`ch.`	Contributions on Semantic Similarity and Its Applications to Data Privacy. Advanced Research in Data Privacy Montserrat Batet, David Sánchez
2015	J	`jnl`	Enforcing Transparent Access to Private Content in Social Networks by Means of Automatic Sanitization. CoRR Alexandre Viejo, David Sánchez
2015	—	`conf`	Ontology Selection for Semantic Similarity Assessment. ICAART (2) Montserrat Batet, David Sánchez
2015	B	`conf`	Ontology-Based Delegation of Access Control: An Enhancement to the XACML Delegation Profile. TrustBus Malik Imran Daud, David Sánchez, Alexandre Viejo
2015	—	`conf`	Privacy Risk Assessment of Textual Publications in Social Networks. ICAART (1) David Sánchez, Alexandre Viejo
2015	—	`ch.`	Semantic Anonymisation of Categorical Datasets. Advanced Research in Data Privacy Sergio Martínez, Aïda Valls, David Sánchez
2015	B	`conf`	Semantic Noise: Privacy-Protection of Nominal Microdata through Uncorrelated Noise Addition. ICTAI Mercedes Rodriguez-Garcia, Montserrat Batet, David Sánchez
2015	J	`jnl`	Semantic variance: An intuitive measure for ontology accuracy evaluation. Eng. Appl. Artif. Intell. David Sánchez, Montserrat Batet, Sergio Martínez, Josep Domingo-Ferrer
2015	J	`jnl`	Supplementary Materials for "How to Avoid Reidentification with Proper Anonymization". CoRR David Sánchez, Sergio Martínez, Josep Domingo-Ferrer
2015	J	`jnl`	Utility-Preserving Differentially Private Data Releases Via Individual Ranking Microaggregation. CoRR David Sánchez, Josep Domingo-Ferrer, Sergio Martínez, Jordi Soria-Comas
2015	J	`jnl`	t-Closeness through Microaggregation: Strict Privacy with Enhanced Utility Preservation. CoRR Jordi Soria-Comas, Josep Domingo-Ferrer, David Sánchez, Sergio Martínez
2015	J	`jnl`	t-Closeness through Microaggregation: Strict Privacy with Enhanced Utility Preservation. IEEE Trans. Knowl. Data Eng. Jordi Soria-Comas, Josep Domingo-Ferrer, David Sánchez, Sergio Martínez
2014	B	`conf`	A Semantic Approach for Ontology Evaluation. ICTAI Montserrat Batet, David Sánchez
2014	J	`jnl`	A framework for unifying ontology-based semantic similarity measures: A study in the biomedical domain. J. Biomed. Informatics Sébastien Harispe, David Sánchez, Sylvie Ranwez, Stefan Janaqi, Jacky Montmain
2014	J	`jnl`	An information theoretic approach to improve semantic similarity assessments across multiple ontologies. Inf. Sci. Montserrat Batet, Sébastien Harispe, Sylvie Ranwez, David Sánchez, Vincent Ranwez
2014	J	`jnl`	C-sanitized: a privacy model for document redaction and sanitization. CoRR David Sánchez, Montserrat Batet
2014	Misc	`conf`	Distance Computation between Two Private Preference Functions. SEC Alberto Blanco-Justicia, Josep Domingo-Ferrer, Oriol Farràs, David Sánchez
2014	J	`jnl`	Enhancing data utility in differential privacy via microaggregation-based VLDB J. Jordi Soria-Comas, Josep Domingo-Ferrer, David Sánchez, Sergio Martínez
2014	C	`conf`	Improving the Utility of Differential Privacy via Univariate Microaggregation. Privacy in Statistical Databases David Sánchez, Josep Domingo-Ferrer, Sergio Martínez
2014	B	`conf`	Privacy protection of textual medical documents. NOMS Montserrat Batet, David Sánchez
2014	J	`jnl`	Profiling social networks to provide useful and privacy-preserving web search. J. Assoc. Inf. Sci. Technol. Alexandre Viejo, David Sánchez
2014	—	`conf`	Semantic Anonymisation of Set-valued Data. ICAART (1) Montserrat Batet, Arnau Erola, David Sánchez, Jordi Castellà-Roca
2014	J	`jnl`	Towards the estimation of feature-based semantic similarity using multiple ontologies. Knowl. Based Syst. Albert Solé-Ribalta, David Sánchez, Montserrat Batet, Francesc Serratosa
2014	J	`jnl`	Utility-preserving privacy protection of textual healthcare documents. J. Biomed. Informatics David Sánchez, Montserrat Batet, Alexandre Viejo
2014	J	`jnl`	Utility-preserving sanitization of semantically correlated terms in textual documents. Inf. Sci. David Sánchez, Montserrat Batet, Alexandre Viejo
2013	J	`jnl`	A semantic framework to protect the privacy of electronic health records with non-numerical attributes. J. Biomed. Informatics Sergio Martínez, David Sánchez, Aïda Valls
2013	J	`jnl`	A semantic similarity method based on information content exploiting multiple ontologies. Expert Syst. Appl. David Sánchez, Montserrat Batet
2013	J	`jnl`	An automatic approach for ontology-based feature extraction from heterogeneous textualresources. Eng. Appl. Artif. Intell. Carlos Vicient, David Sánchez, Antonio Moreno
2013	J	`jnl`	Anonymization of nominal data based on semantic marginality. Inf. Sci. Josep Domingo-Ferrer, David Sánchez, Guillem Rufian-Torrell
2013	J	`jnl`	Automatic General-Purpose Sanitization of Textual Documents. IEEE Trans. Inf. Forensics Secur. David Sánchez, Montserrat Batet, Alexandre Viejo
2013	—	`conf`	Detecting Term Relationships to Improve Textual Document Sanitization. PACIS David Sánchez, Montserrat Batet, Alexandre Viejo
2013	—	`conf`	Improving the Utility of Differentially Private Data Releases via k-Anonymity. TrustCom/ISPA/IUCC Jordi Soria-Comas, Josep Domingo-Ferrer, David Sánchez, Sergio Martínez
2013	J	`jnl`	Knowledge-based scheme to create privacy-preserving but semantically-related queries for web search engines. Inf. Sci. David Sánchez, Jordi Castellà-Roca, Alexandre Viejo
2013	J	`jnl`	Minimizing the disclosure risk of semantic correlations in document sanitization. Inf. Sci. David Sánchez, Montserrat Batet, Alexandre Viejo
2013	C	`conf`	Providing useful and private Web search by means of social network profiling. PST Alexandre Viejo, David Sánchez
2013	J	`jnl`	Semantic similarity estimation from multiple ontologies. Appl. Intell. Montserrat Batet, David Sánchez, Aïda Valls, Karina Gibert
2013	J	`jnl`	Utility preserving query log anonymization via semantic microaggregation. Inf. Sci. Montserrat Batet, Arnau Erola, David Sánchez, Jordi Castellà-Roca
2012	J	`jnl`	A New Model to Compute the Information Content of Concepts from Taxonomic Knowledge. Int. J. Semantic Web Inf. Syst. David Sánchez, Montserrat Batet
2012	B	`conf`	Detecting Sensitive Information from Textual Documents: An Information-Theoretic Approach. MDAI David Sánchez, Montserrat Batet, Alexandre Viejo
2012	J	`jnl`	Enabling semantic similarity estimation across multiple ontologies: An evaluation in the biomedical domain. J. Biomed. Informatics David Sánchez, Albert Solé-Ribalta, Montserrat Batet, Francesc Serratosa
2012	J	`jnl`	Knowledge-driven delivery of home care services. J. Intell. Inf. Syst. Montserrat Batet, David Isern, Lucas Marin, Sergio Martínez, Antonio Moreno, David Sánchez, Aïda Valls, Karina Gibert
2012	J	`jnl`	Learning relation axioms from text: An automatic Web-based approach. Expert Syst. Appl. David Sánchez, Antonio Moreno, Luis Del Vasto-Terrientes
2012	J	`jnl`	Ontology-based semantic similarity: A new feature-based approach. Expert Syst. Appl. David Sánchez, Montserrat Batet, David Isern, Aïda Valls
2012	J	`jnl`	Ontology-driven execution of clinical guidelines. Comput. Methods Programs Biomed. David Isern, David Sánchez, Antonio Moreno
2012	J	`jnl`	Preventing automatic user profiling in Web 2.0 applications. Knowl. Based Syst. Alexandre Viejo, David Sánchez, Jordi Castellà-Roca
2012	J	`jnl`	Privacy protection of textual attributes through a semantic-based masking method. Inf. Fusion Sergio Martínez, David Sánchez, Aïda Valls, Montserrat Batet
2012	J	`jnl`	Semantic adaptive microaggregation of categorical microdata. Comput. Secur. Sergio Martínez, David Sánchez, Aïda Valls
2012	J	`jnl`	Semantically-grounded construction of centroids for datasets with textual attributes. Knowl. Based Syst. Sergio Martínez, Aïda Valls, David Sánchez
2012	—	`conf`	Towards k-Anonymous Non-numerical Data via Semantic Resampling. IPMU (4) Sergio Martínez, David Sánchez, Aïda Valls
2012	J	`jnl`	Turist@: Agent-based personalised recommendation of tourist activities. Expert Syst. Appl. Montserrat Batet, Antonio Moreno, David Sánchez, David Isern, Aïda Valls
2012	B	`conf`	Using Profiling Techniques to Protect the User's Privacy in Twitter. MDAI Alexandre Viejo, David Sánchez, Jordi Castellà-Roca
2011	—	`conf`	A Methodology to Discover Semantic Features from Textual Resources. SMAP Carlos Vicient, David Sánchez, Antonio Moreno
2011	J	`jnl`	Agent-based execution of personalised home care treatments. Appl. Intell. David Isern, Antonio Moreno, David Sánchez, Ákos Hajnal, Gianfranco Pedone, László Z. Varga
2011	J	`jnl`	Agent-based platform to support the execution of parallel tasks. Expert Syst. Appl. David Sánchez, David Isern, Ángel Rodríguez-Rozas, Antonio Moreno
2011	J	`jnl`	An ontology-based measure to compute semantic similarity in biomedicine. J. Biomed. Informatics Montserrat Batet, David Sánchez, Aïda Valls
2011	—	`conf`	An ontology-based record linkage method for textual microdata. CCIA Sergio Martínez, Aïda Valls, David Sánchez
2011	J	`jnl`	Automatic extraction of acronym definitions from the Web. Appl. Intell. David Sánchez, David Isern
2011	J	`jnl`	Content annotation for the semantic web: an automatic web-based approach. Knowl. Inf. Syst. David Sánchez, David Isern, Miquel Millan
2011	—	`conf`	Ontology-Based Feature Extraction. Web Intelligence/IAT Workshops Carlos Vicient, David Sánchez, Antonio Moreno
2011	J	`jnl`	Ontology-based information content computation. Knowl. Based Syst. David Sánchez, Montserrat Batet, David Isern
2011	J	`jnl`	Organizational structures supported by agent-oriented methodologies. J. Syst. Softw. David Isern, David Sánchez, Antonio Moreno
2011	J	`jnl`	Semantic similarity estimation in the biomedical domain: An ontology-based information-theoretic perspective. J. Biomed. Informatics David Sánchez, Montserrat Batet
2011	—	`conf`	Semantic-based Composition of Modular Ontologies Applied to Web Query Reformulation. ICSOFT (1) Manel Elloumi-Chaabene, Nesrine Ben Mustapha, Hajer Baazaoui Zghal, Antonio Moreno, David Sánchez
2010	J	`jnl`	A methodology to learn ontological attributes from the Web. Data Knowl. Eng. David Sánchez
2010	J	`jnl`	Agents applied in health care: A review. Int. J. Medical Informatics David Isern, David Sánchez, Antonio Moreno
2010	—	`conf`	Anonymizing Categorical Data with a Recoding Method Based on Semantic Similarity. IPMU (2) Sergio Martínez, Aïda Valls, David Sánchez
2010	C	`conf`	Discovery of Relation Axioms from the Web. KSEM Luis Del Vasto-Terrientes, Antonio Moreno, David Sánchez
2010	—	`conf`	Evolutive Content-based Search System - Semantic Search System based on Case-based-Reasoning and Ontology Enrichment. KDIR Manel Elloumi-Chaabene, Nesrine Ben Mustapha, Hajer Baazaoui Zghal, Antonio Moreno, David Sánchez
2010	—	`conf`	Exploiting Taxonomical Knowledge to Compute Semantic Similarity: An Evaluation in the Biomedical Domain. IEA/AIE (1) Montserrat Batet, David Sánchez, Aïda Valls, Karina Gibert
2010	B	`conf`	Ontology-Based Anonymization of Categorical Values. MDAI Sergio Martínez, David Sánchez, Aïda Valls
2010	J	`jnl`	Ontology-driven web-based semantic similarity. J. Intell. Inf. Syst. David Sánchez, Montserrat Batet, Aïda Valls, Karina Gibert
2010	—	`conf`	Semantic Clustering Using Multiple Ontologies. CCIA Montserrat Batet, Aïda Valls, Karina Gibert, David Sánchez
2010	C	`conf`	Semantic Web Search System Founded on Case-Based Reasoning and Ontology Learning. IC3K Hajer Baazaoui Zghal, Nesrine Ben Mustapha, Manel Elloumi-Chaabene, Antonio Moreno, David Sánchez
2010	—	`conf`	The Role of Ontologies in the Anonymization of Textual Variables. CCIA Sergio Martínez, David Sánchez, Aïda Valls, Montserrat Batet
2010	J	`jnl`	Using ontologies for structuring organizational knowledge in Home Care assistance. Int. J. Medical Informatics Aïda Valls, Karina Gibert, David Sánchez, Montserrat Batet
2010	J	`jnl`	Web-Based Semantic Similarity: An Evaluation in the Biomedical Domain. Int. J. Softw. Informatics David Sánchez, Montserrat Batet, Aïda Valls
2009	C	`conf`	Computing Knowledge-Based Semantic Similarity from the Web: An Application to the Biomedical Domain. KSEM David Sánchez, Montserrat Batet, Aïda Valls
2009	—	`conf`	Creating Topic Hierarchies for Large Medical Libraries. KR4HC David Sánchez, Antonio Moreno
2009	J	`jnl`	Domain Ontology Learning from the Web. Knowl. Eng. Rev. David Sánchez
2009	—	`conf`	General Purpose Agent-Based Parallel Computing. IWANN (2) David Sánchez, David Isern, Ángel Rodríguez-Rozas, Antonio Moreno
2009	—	`conf`	Seeking Acronym Definitions: a Web-based Approach. CCIA David Sánchez, David Isern
2008	—	`—`	Domain ontology learning from the web: an unsupervised, automatic and domain independent approach. David Sánchez
2008	—	`conf`	Home Care Personalisation with Individual Intervention Plans. K4HelP David Isern, Antonio Moreno, Gianfranco Pedone, David Sánchez, László Z. Varga
2008	J	`jnl`	Learning non-taxonomic relationships from web documents for domain ontology construction. Data Knowl. Eng. David Sánchez, Antonio Moreno
2008	J	`jnl`	Pattern-based automatic taxonomy learning from the Web. AI Commun. David Sánchez, Antonio Moreno
2008	—	`conf`	Unsupervised Web-based Automatic Annotation. STAIRS Miquel Millan, David Sánchez, Antonio Moreno
2007	—	`conf`	Agents and Clinical Guidelines: Filling the Semantic Gap. CCIA David Isern, David Sánchez, Antonio Moreno
2007	B	`conf`	An Ontology-Driven Agent-Based Clinical Guideline Execution Engine. AIME David Isern, David Sánchez, Antonio Moreno
2007	J	`jnl`	Bringing taxonomic structure to large digital libraries. Int. J. Metadata Semant. Ontologies David Sánchez, Antonio Moreno
2007	—	`conf`	HeCaSe2: A Multi-agent Ontology-Driven Guideline Enactment Engine. CEEMAS David Isern, David Sánchez, Antonio Moreno
2007	—	`conf`	Learning Medical Ontologies from the Web. K4CARE David Sánchez, Antonio Moreno
2007	—	`conf`	Semantic disambiguation of taxonomies. CCIA David Sánchez, Antonio Moreno
2006	J	`jnl`	A methodology for knowledge acquisition from the web. Int. J. Knowl. Based Intell. Eng. Syst. David Sánchez, Antonio Moreno
2006	J	`jnl`	Applying Agent Technology to Healthcare: The GruSMA Experience. IEEE Intell. Syst. Antonio Moreno, Aïda Valls, David Isern, David Sánchez
2006	C	`conf`	Discovering Non-taxonomic Relations from the Web. IDEAL David Sánchez, Antonio Moreno
2006	—	`conf`	Integrated Agent-Based Approach for Ontology-Driven Web Filtering. KES (3) David Sánchez, David Isern, Antonio Moreno
2005	C	`conf`	A Multi-agent System for Distributed Ontology Learning. EUMAS David Sánchez, Antonio Moreno
2005	—	`conf`	An Agent-Based Knowledge Acquisition Platform. MATES David Sánchez, David Isern, Antonio Moreno
2005	—	`conf`	Automatic discovery of synonyms and lexicalizations from the Web. CCIA David Sánchez, Antonio Moreno
2005	A*	`conf`	Development of new techniques to improve Web search. IJCAI David Sánchez, Antonio Moreno
2005	B	`conf`	Web Mining Techniques for Automatic Discovery of Medical Knowledge. AIME David Sánchez, Antonio Moreno
2004	—	`conf`	Automatic Generation of Taxonomies from the WWW. PAKM David Sánchez, Antonio Moreno
2004	—	`conf`	Knowledge Exploitation from the Web. PAKM David Riaño, Antonio Moreno, David Isern, Jaime Bocio, David Sánchez, Laureano Jiménez
2003	J	`jnl`	Personalisation of Medical Services. Res. Comput. Sci. Antonio Moreno, Aïda Valls, David Isern, David Sánchez
2003	J	`jnl`	Provision of agent-based health care services. AI Commun. Antonio Moreno, David Isern, David Sánchez
2002	—	`conf`	A Multi-Criteria Decision Aid Agent Applied to the Selection of the Best Receiver in a Transplant. ICEIS Aïda Valls, Antonio Moreno, David Sánchez