Fernando Berzal Galiano

Orcid: 0000-0002-5012-8403

Affiliations:
  • University of Granada, Spain


According to our database1, Fernando Berzal Galiano authored at least 91 papers between 2000 and 2024.

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Bibliography

2024
Differential Privacy Regularization: Protecting Training Data Through Loss Function Regularization.
CoRR, 2024

Enhancing Community Detection in Networks: A Comparative Analysis of Local Metrics and Hierarchical Algorithms.
CoRR, 2024

Beyond Trend Following: Deep Learning for Market Trend Prediction.
CoRR, 2024

2021
Disambiguation of Semantic Relations Using Evidence Aggregation According to a Sense Inventory.
IEEE Trans. Knowl. Data Eng., 2021

An Automorphic Distance Metric and Its Application to Node Embedding for Role Mining.
Complex., 2021

2020
On the use of local structural properties for improving the efficiency of hierarchical community detection methods.
CoRR, 2020

2019
Evaluation Metrics for Unsupervised Learning Algorithms.
CoRR, 2019

NOESIS: A Framework for Complex Network Data Analysis.
Complex., 2019

2017
A Survey of Link Prediction in Complex Networks.
ACM Comput. Surv., 2017

Probabilistic Local Link Prediction in Complex Networks.
Proceedings of the Scalable Uncertainty Management - 11th International Conference, 2017

2016
Adaptive degree penalization for link prediction.
J. Comput. Sci., 2016

The NOESIS Network-Oriented Exploration, Simulation, and Induction System.
CoRR, 2016

2015
The ModelCC Model-Based Parser Generator.
CoRR, 2015

Scanning and Parsing Languages with Ambiguities and Constraints: The Lamb and Fence Algorithms.
CoRR, 2015

The NOESIS Open Source Framework for Network Data Mining.
Proceedings of the KDIR 2015, 2015

2014
ModelCC - A Pragmatic Parser Generator.
Int. J. Softw. Eng. Knowl. Eng., 2014

The ModelCC Model-Driven Parser Generator.
Proceedings of the Proceedings XIV Jornadas sobre Programación y Lenguajes, 2014

A Domain-Specific Language for Abstract Syntax Model to Concrete Syntax Model Mappings.
Proceedings of the MODELSWARD 2014 - Proceedings of the 2nd International Conference on Model-Driven Engineering and Software Development, Lisbon, Portugal, 7, 2014

Parsing Abstract Syntax Graphs with ModelCC.
Proceedings of the MODELSWARD 2014 - Proceedings of the 2nd International Conference on Model-Driven Engineering and Software Development, Lisbon, Portugal, 7, 2014

2013
Structured parallel programming by Michael McCool, James Reinders & Arch Robison.
ACM SIGSOFT Softw. Eng. Notes, 2013

Interestingness measures for association rules within groups.
Intell. Data Anal., 2013

A DSL for Mapping Abstract Syntax Models to Concrete Syntax Models in ModelCC
CoRR, 2013

A Model-Based Multilingual Natural Language Parser - Implementing Chomsky's X-bar Theory in ModelCC.
Proceedings of the Flexible Query Answering Systems - 10th International Conference, 2013

2012
Mining frequent patterns from XML data: Efficient algorithms and design trade-offs.
Expert Syst. Appl., 2012

Using trees to mine multirelational databases.
Data Min. Knowl. Discov., 2012

A Model-Driven Probabilistic Parser Generator
CoRR, 2012

A Model-Driven Parser Generator, from Abstract Syntax Trees to Abstract Syntax Graphs
CoRR, 2012

A Lexical Analysis Tool with Ambiguity Support
CoRR, 2012

Parallel Finite State Machines for Very Fast Distributable Regular Expression Matching.
Proceedings of the ICSOFT 2012 - Proceedings of the 7th International Conference on Software Paradigm Trends, Rome, Italy, 24, 2012

Fence - A Context-free Grammar Parser with Constraints for Model-driven Language Specification.
Proceedings of the ICSOFT 2012 - Proceedings of the 7th International Conference on Software Paradigm Trends, Rome, Italy, 24, 2012

2011
Mining transposed motifs in music.
J. Intell. Inf. Syst., 2011

A Tool for Model-Based Language Specification
CoRR, 2011

Treating Insomnia, Amnesia, and Acalculia in Regular Expression Matching
CoRR, 2011

A Constraint-Satisfaction Parser for Context-Free Grammars
CoRR, 2011

Fence - An Efficient Parser with Ambiguity Support for Model-Driven Language Specification
CoRR, 2011

A Language Specification Tool for Model-Based Parsing.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011

Lamb - A Lexical Analyzer with Ambiguity Support.
Proceedings of the ICSOFT 2011, 2011

Mining Patterns from Longitudinal Studies.
Proceedings of the Advanced Data Mining and Applications - 7th International Conference, 2011

2010
Program Representation.
Proceedings of the Encyclopedia of Software Engineering, 2010

POTMiner: mining ordered, unordered, and partially-ordered trees.
Knowl. Inf. Syst., 2010

Frequent tree pattern mining: A survey.
Intell. Data Anal., 2010

TMiner aspects: Crosscutting concerns in the TMiner component-based data mining framework.
Expert Syst. Appl., 2010

JSimil - A Java Bytecode Clone Detector.
Proceedings of the ICSOFT 2010, 2010

2009
A.I.P.O.: Aula Interactiva para Prácticas con Ordenador.
Rev. Iberoam. de Tecnol. del Aprendiz., 2009

The design and use of the TMiner component-based data mining framework.
Expert Syst. Appl., 2009

Frequent Itemset Mining in Multirelational Databases.
Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

Mining Musical Patterns: Identification of Transposed Motives.
Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

2008
Class-Oriented Reduction of Decision Tree Complexity.
Proceedings of the Foundations of Intelligent Systems, 17th International Symposium, 2008

Mining Induced and Embedded Subtrees in Ordered, Unordered, and Partially-Ordered Trees.
Proceedings of the Foundations of Intelligent Systems, 17th International Symposium, 2008

Fine-Grained Performance Evaluation and Monitoring Using Aspects - A Case Study on the Development of Data Mining Techniques.
Proceedings of the ICSOFT 2008, 2008

Notes on the Architectural Design of Tminer - Design and Use of a Component-Based Data Mining Framework.
Proceedings of the ICSOFT 2008, 2008

2007
Review of "Why Programs Fail: A Guide to Systematic Debugging by Andreas Zeller, " Morgan Kaufmann, 2005, ISBN: 1558608664.
ACM Queue, 2007

An Alternative Approach to Discover Gradual Dependencies.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2007

A General Framework for Computing with Words in Object-Oriented Programming.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2007

Managing fuzziness on conventional object-oriented platforms.
Int. J. Intell. Syst., 2007

Guest editors' introduction.
Data Knowl. Eng., 2007

Hierarchical Program Representation for Program Element Matching.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2007

Model-driven development using standard tools.
Proceedings of the ICEIS 2007, 2007

2006
Bookshelf.
IEEE Softw., 2006

A crossword on programming languages.
ACM SIGSOFT Softw. Eng. Notes, 2006

An Overview of Alternative Rule Evaluation Criteria and Their Use in Separate-and-Conquer Classifiers.
Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006

Taking Class Importance into Account.
Proceedings of the Advances in Hybrid Information Technology, 2006

Data Integration Using Lazy Types.
Proceedings of the Advances in Hybrid Information Technology, 2006

2005
UML Distilled: From Difficulties to Assets.
IEEE Softw., 2005

Lazy Types: Automating Dynamic Strategy Selection.
IEEE Softw., 2005

Review of "Working effectively with legacy code by Michael Feathers".
ACM Queue, 2005

Development of applications with fuzzy objects in modern programming platforms.
Int. J. Intell. Syst., 2005

A definition for fuzzy approximate dependencies.
Fuzzy Sets Syst., 2005

Java Tools and Frameworks for Web Application Development.
IEEE Distributed Syst. Online, 2005

The Editable Web.
IEEE Distributed Syst. Online, 2005

2004
Bookshelf.
IEEE Softw., 2004

ART: A Hybrid Classification Model.
Mach. Learn., 2004

Building multi-way decision trees with numerical attributes.
Inf. Sci., 2004

Standards for Talking Computers.
IEEE Distributed Syst. Online, 2004

Fuzzy Types: A First Step Towards Lazy Types in the .NET Framework.
Proceedings of the Computational Intelligence, Theory and Applications, International Conference 8th Fuzzy Days, Dortmund, Germany, Sept. 29, 2004

Fuzzy Object-Oriented Modelling with Metadata Attributes in C#.
Proceedings of the Computational Intelligence, Theory and Applications, International Conference 8th Fuzzy Days, Dortmund, Germany, Sept. 29, 2004

2003
Review of Data on the Web: from relational to semistructured data and XML by Serge Abiteboul, Peter Buneman, and Dan Suciu. Morgan Kaufmann 1999.
SIGMOD Rec., 2003

Book Reviews.
ACM Queue, 2003

On the quest for easy-to-understand splitting rules.
Data Knowl. Eng., 2003

Enabling Fuzzy Object Comparison in Modern Programming Platforms through Reflection.
Proceedings of the Fuzzy Sets and Systems - IFSA 2003, 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey, June 30, 2003

Numerical Attributes in Decision Trees: A Hierarchical Approach.
Proceedings of the Advances in Intelligent Data Analysis V, 2003

Usability Issues in Data Mining Systems.
Proceedings of the ICEIS 2003, 2003

2002
Data Mining: Concepts and Techniques - Book Review.
SIGMOD Rec., 2002

Measuring the accuracy and interest of association rules: A new framework.
Intell. Data Anal., 2002

Relational decomposition through partial functional dependencies.
Data Knowl. Eng., 2002

Comonent-based data mining frameworks.
Commun. ACM, 2002

Some Ideas on Knowledge Representation and Relations in Inductive Databases.
Proceedings of the First International Workshop on Inductive Databases, 2002

2001
Book Review: Tools and Tips for Java Programming.
IEEE Distributed Syst. Online, 2001

TBAR: An efficient method for association rule mining in relational databases.
Data Knowl. Eng., 2001

A New Framework to Assess Association Rules.
Proceedings of the Advances in Intelligent Data Analysis, 4th International Conference, 2001

2000
Introduction: WYSIWYG - More or less.
ACM Crossroads, 2000


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