Fernando Berzal

54 papers C 9Journal 36Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	DL101 Neural Network Outputs and Loss Functions. CoRR Fernando Berzal
2025	J	`jnl`	Differential Privacy in Machine Learning: From Symbolic AI to LLMs. CoRR Francisco Aguilera-Martínez, Fernando Berzal
2025	J	`jnl`	LLM Security: Vulnerabilities, Attacks, Defenses, and Countermeasures. CoRR Francisco Aguilera-Martínez, Fernando Berzal
2024	J	`jnl`	Beyond Trend Following: Deep Learning for Market Trend Prediction. CoRR Fernando Berzal, Alberto Garcia
2024	J	`jnl`	Differential Privacy Regularization: Protecting Training Data Through Loss Function Regularization. CoRR Francisco Aguilera-Martínez, Fernando Berzal
2024	J	`jnl`	Enhancing Community Detection in Networks: A Comparative Analysis of Local Metrics and Hierarchical Algorithms. CoRR Julio-Omar Palacio-Niño, Fernando Berzal
2021	J	`jnl`	An Automorphic Distance Metric and Its Application to Node Embedding for Role Mining. Complex. Víctor Martínez, Fernando Berzal, Juan C. Cubero
2021	J	`jnl`	Disambiguation of Semantic Relations Using Evidence Aggregation According to a Sense Inventory. IEEE Trans. Knowl. Data Eng. Víctor Martínez, Fernando Berzal, Juan C. Cubero
2020	J	`jnl`	On the use of local structural properties for improving the efficiency of hierarchical community detection methods. CoRR Julio-Omar Palacio-Niño, Fernando Berzal
2019	J	`jnl`	Evaluation Metrics for Unsupervised Learning Algorithms. CoRR Julio-Omar Palacio-Niño, Fernando Berzal
2019	J	`jnl`	NOESIS: A Framework for Complex Network Data Analysis. Complex. Víctor Martínez, Fernando Berzal, Juan Carlos Cubero Talavera
2017	J	`jnl`	A Survey of Link Prediction in Complex Networks. ACM Comput. Surv. Víctor Martínez, Fernando Berzal, Juan Carlos Cubero Talavera
2017	J	`jnl`	An Automorphic Distance Metric and its Application to Node Embedding for Role Mining. CoRR Víctor Martínez, Fernando Berzal, Juan C. Cubero
2017	—	`conf`	Probabilistic Local Link Prediction in Complex Networks. SUM Víctor Martínez, Fernando Berzal, Juan Carlos Cubero Talavera
2016	J	`jnl`	Adaptive degree penalization for link prediction. J. Comput. Sci. Víctor Martínez, Fernando Berzal, Juan Carlos Cubero Talavera
2015	—	`conf`	The NOESIS Open Source Framework for Network Data Mining. KDIR Víctor Martínez, Fernando Berzal, Juan Carlos Cubero Talavera
2014	C	`conf`	A Domain-Specific Language for Abstract Syntax Model to Concrete Syntax Model Mappings. MODELSWARD Luis Quesada, Fernando Berzal, Juan Carlos Cubero Talavera
2014	J	`jnl`	ModelCC - A Pragmatic Parser Generator. Int. J. Softw. Eng. Knowl. Eng. Luis Quesada, Fernando Berzal, Juan C. Cubero
2014	C	`conf`	Parsing Abstract Syntax Graphs with ModelCC. MODELSWARD Luis Quesada, Fernando Berzal, Juan Carlos Cubero Talavera
2013	J	`jnl`	A DSL for Mapping Abstract Syntax Models to Concrete Syntax Models in ModelCC CoRR Luis Quesada, Fernando Berzal, Juan C. Cubero
2013	C	`conf`	A Model-Based Multilingual Natural Language Parser - Implementing Chomsky's X-bar Theory in ModelCC. FQAS Luis Quesada, Fernando Berzal, Juan Carlos Cubero Talavera
2013	J	`jnl`	Interestingness measures for association rules within groups. Intell. Data Anal. Aída Jiménez, Fernando Berzal, Juan Carlos Cubero Talavera
2013	J	`jnl`	Structured parallel programming by Michael McCool, James Reinders & Arch Robison. ACM SIGSOFT Softw. Eng. Notes Fernando Berzal
2012	J	`jnl`	A Lexical Analysis Tool with Ambiguity Support CoRR Luis Quesada, Fernando Berzal, Francisco J. Cortijo
2012	J	`jnl`	A Model-Driven Parser Generator, from Abstract Syntax Trees to Abstract Syntax Graphs CoRR Luis Quesada, Fernando Berzal, Juan C. Cubero
2012	J	`jnl`	A Model-Driven Probabilistic Parser Generator CoRR Luis Quesada, Fernando Berzal, Francisco J. Cortijo
2012	C	`conf`	Fence - A Context-free Grammar Parser with Constraints for Model-driven Language Specification. ICSOFT Luis Quesada, Fernando Berzal, Francisco J. Cortijo
2012	C	`conf`	Parallel Finite State Machines for Very Fast Distributable Regular Expression Matching. ICSOFT Luis Quesada, Fernando Berzal, Francisco J. Cortijo
2012	J	`jnl`	Using trees to mine multirelational databases. Data Min. Knowl. Discov. Aída Jiménez, Fernando Berzal, Juan C. Cubero
2011	J	`jnl`	A Constraint-Satisfaction Parser for Context-Free Grammars CoRR Luis Quesada, Fernando Berzal, Francisco J. Cortijo
2011	C	`conf`	A Language Specification Tool for Model-Based Parsing. IDEAL Luis Quesada, Fernando Berzal, Juan C. Cubero
2011	J	`jnl`	A Tool for Model-Based Language Specification CoRR Luis Quesada, Fernando Berzal, Juan Carlos Cubero Talavera
2011	J	`jnl`	Fence - An Efficient Parser with Ambiguity Support for Model-Driven Language Specification CoRR Luis Quesada, Fernando Berzal, Francisco J. Cortijo
2011	—	`conf`	Lamb - A Lexical Analyzer with Ambiguity Support. ICSOFT (1) Luis Quesada, Fernando Berzal, Francisco J. Cortijo
2011	—	`conf`	Mining Patterns from Longitudinal Studies. ADMA (2) Aída Jiménez, Fernando Berzal, Juan Carlos Cubero Talavera
2011	J	`jnl`	Mining transposed motifs in music. J. Intell. Inf. Syst. Aída Jiménez, Miguel Molina-Solana, Fernando Berzal, Waldo Fajardo
2011	J	`jnl`	Treating Insomnia, Amnesia, and Acalculia in Regular Expression Matching CoRR Luis Quesada, Fernando Berzal, Francisco J. Cortijo
2010	J	`jnl`	Frequent tree pattern mining: A survey. Intell. Data Anal. Aída Jiménez, Fernando Berzal, Juan Carlos Cubero Talavera
2010	—	`conf`	Interestingness Measures for Association Rules within Groups. IPMU (1) Aída Jiménez, Fernando Berzal, Juan Carlos Cubero Talavera
2010	—	`conf`	JSimil - A Java Bytecode Clone Detector. ICSOFT (2) Luis Quesada, Fernando Berzal, Juan C. Cubero
2010	J	`jnl`	POTMiner: mining ordered, unordered, and partially-ordered trees. Knowl. Inf. Syst. Aída Jiménez, Fernando Berzal, Juan Carlos Cubero Talavera
2010	—	`ch.`	Program Representation. Encyclopedia of Software Engineering Fernando Berzal
2009	C	`conf`	Mining Musical Patterns: Identification of Transposed Motives. ISMIS Fernando Berzal, Waldo Fajardo, Aída Jiménez, Miguel Molina-Solana
2009	J	`jnl`	The design and use of the TMiner component-based data mining framework. Expert Syst. Appl. Fernando Berzal, Juan C. Cubero, Aída Jiménez
2008	C	`conf`	Class-Oriented Reduction of Decision Tree Complexity. ISMIS José-Luis Polo, Fernando Berzal, Juan Carlos Cubero Talavera
2008	C	`conf`	Mining Induced and Embedded Subtrees in Ordered, Unordered, and Partially-Ordered Trees. ISMIS Aída Jiménez, Fernando Berzal, Juan C. Cubero
2007	J	`jnl`	A General Framework for Computing with Words in Object-Oriented Programming. Int. J. Uncertain. Fuzziness Knowl. Based Syst. Fernando Berzal, Juan C. Cubero, Nicolás Marín, María Amparo Vila Miranda, Janusz Kacprzyk, Slawomir Zadrozny
2007	J	`jnl`	An Alternative Approach to Discover Gradual Dependencies. Int. J. Uncertain. Fuzziness Knowl. Based Syst. Fernando Berzal, Juan C. Cubero, Daniel Sánchez, María Amparo Vila Miranda, José-María Serrano
2007	J	`jnl`	Managing fuzziness on conventional object-oriented platforms. Int. J. Intell. Syst. Fernando Berzal, Nicolás Marín, Olga Pons, María Amparo Vila Miranda
2006	J	`jnl`	A crossword on programming languages. ACM SIGSOFT Softw. Eng. Notes Fernando Berzal
2006	J	`jnl`	Bookshelf. IEEE Softw. Fernando Berzal, Stuart James Woodward, Art Sedighi
2005	J	`jnl`	Development of applications with fuzzy objects in modern programming platforms. Int. J. Intell. Syst. Fernando Berzal, Nicolás Marín, Olga Pons, María Amparo Vila Miranda
2004	—	`conf`	Fuzzy Object-Oriented Modelling with Metadata Attributes in C#. Fuzzy Days Fernando Berzal, Juan C. Cubero, Nicolás Marín, Olga Pons
2004	—	`conf`	Fuzzy Types: A First Step Towards Lazy Types in the .NET Framework. Fuzzy Days Fernando Berzal, Juan C. Cubero, Nicolás Marín, María Amparo Vila Miranda