Gonzalo Cerruela García

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 22

Top Topics

Nearest Neighbor

Feature Selection

Experimental Comparison

Top Venues

Pattern Recognit.

J. Chem. Inf. Model.

Knowl. Based Syst.

J. Comput. Aided Mol. Des.

Publications

Nicolás García-Pedrajas, José Manuel Cuevas-Muñoz, Gonzalo Cerruela García, Aida de Haro-García
Extensive experimental comparison among multilabel methods focused on ranking performance. Inf. Sci. 679 (2024)
Nicolás García-Pedrajas, José Manuel Cuevas-Muñoz, Gonzalo Cerruela García, Aida de Haro-García
A thorough experimental comparison of multilabel methods for classification performance. Pattern Recognit. 151 (2024)
Nicolás García-Pedrajas, Gonzalo Cerruela García
MABUSE: A margin optimization based feature subset selection algorithm using boosting principles. Knowl. Based Syst. 253 (2022)
Gonzalo Cerruela García, José Manuel Cuevas-Muñoz, Nicolás García-Pedrajas
Graph-Based Feature Selection Approach for Molecular Activity Prediction. J. Chem. Inf. Model. 62 (7) (2022)
Aida de Haro-García, José Pérez-Parras Toledano, Gonzalo Cerruela García, Nicolás García-Pedrajas
Grab'Em: A Novel Graph-Based Method for Combining Feature Subset Selectors. IEEE Trans. Cybern. 52 (5) (2022)
Nicolás García-Pedrajas, Juan Antonio Romero del Castillo, Gonzalo Cerruela García
SI(FS)2: Fast simultaneous instance and feature selection for datasets with many features. Pattern Recognit. 111 (2021)
Aurelio Antelo-Collado, Ramón Carrasco-Velar, Nicolás García-Pedrajas, Gonzalo Cerruela García
Effective Feature Selection Method for Class-Imbalance Datasets Applied to Chemical Toxicity Prediction. J. Chem. Inf. Model. 61 (1) (2021)
Nicolás García-Pedrajas, Gonzalo Cerruela García
Cooperative coevolutionary instance selection for multilabel problems. Knowl. Based Syst. 234 (2021)
Fernando Hidalgo-Mompeán, Juan Francisco Gómez Fernández, Gonzalo Cerruela García, Adolfo Crespo Márquez
Dimensionality analysis in machine learning failure detection models. A case study with LNG compressors. Comput. Ind. 128 (2021)
Gonzalo Cerruela García, José Pérez-Parras Toledano, Aida de Haro-García, Nicolás García-Pedrajas
Influence of feature rankers in the construction of molecular activity prediction models. J. Comput. Aided Mol. Des. 34 (3) (2020)
Aida de Haro-García, Gonzalo Cerruela García, Nicolás García-Pedrajas
Ensembles of feature selectors for dealing with class-imbalanced datasets: A proposal and comparative study. Inf. Sci. 540 (2020)
Aurelio Antelo-Collado, Ramón Carrasco-Velar, Nicolás García-Pedrajas, Gonzalo Cerruela García
Maximum common property: a new approach for molecular similarity. J. Cheminformatics 12 (1) (2020)
Aida de Haro-García, Gonzalo Cerruela García, Nicolás García-Pedrajas
Instance selection based on boosting for instance-based learners. Pattern Recognit. 96 (2019)
José Pérez-Parras Toledano, Nicolás García-Pedrajas, Gonzalo Cerruela García
Multilabel and Missing Label Methods for Binary Quantitative Structure-Activity Relationship Models: An Application for the Prediction of Adverse Drug Reactions. J. Chem. Inf. Model. 59 (10) (2019)
Gonzalo Cerruela García, Aida de Haro-García, José Pérez-Parras Toledano, Nicolás García-Pedrajas
Improving the combination of results in the ensembles of prototype selectors. Neural Networks 118 (2019)
Irene Luque Ruiz, Gonzalo Cerruela García, Miguel Ángel Gómez-Nieto
Interactive mosaic building and its application to marketing strategies using NFC. Multim. Tools Appl. 77 (12) (2018)
Gonzalo Cerruela García, Nicolás García-Pedrajas
Boosted feature selectors: a case study on prediction P-gp inhibitors and substrates. J. Comput. Aided Mol. Des. 32 (11) (2018)
Nicolás García-Pedrajas, Juan Antonio Romero del Castillo, Gonzalo Cerruela García
A Proposal for Local k Values for k-Nearest Neighbor Rule. IEEE Trans. Neural Networks Learn. Syst. 28 (2) (2017)
Gonzalo Cerruela García, Irene Luque Ruiz, Miguel Ángel Gómez-Nieto
An ubiquitous solution for advertising and loyalty purposes using NFC technology. Int. J. Ad Hoc Ubiquitous Comput. 26 (1) (2017)
Gonzalo Cerruela García, Irene Luque Ruiz, Miguel Ángel Gómez-Nieto
Tailored platform for the development of NFC tourist services. J. Ambient Intell. Smart Environ. 9 (4) (2017)
Gonzalo Cerruela García, Irene Luque Ruiz, Miguel Ángel Gómez-Nieto
State of the Art, Trends and Future of Bluetooth Low Energy, Near Field Communication and Visible Light Communication in the Development of Smart Cities. Sensors 16 (11) (2016)
Irene Luque Ruiz, Gonzalo Cerruela García, Miguel Ángel Gómez-Nieto
Red Thread. An NFC Solution for Attracting Students and Engaging Customers. UCAmI (2) (2016)
Gonzalo Cerruela García, Nicolás García-Pedrajas, Francisco José Bellido Outeiriño, Irene Luque Ruiz, Miguel Ángel Gómez-Nieto
An ubiquitous system for advertising using mobile sensors and hand gestures. ICCE-Berlin (2014)
Francisco Manuel Borrego-Jaraba, Gonzalo Cerruela García, Nicolás García-Pedrajas, Irene Luque Ruiz, Miguel Ángel Gómez-Nieto
Mobile Solution Using NFC and In-Air Hand Gestures for Advertising Applications. ISAmI (2014)
Bernardo Palacios-Bejarano, Gonzalo Cerruela García, Irene Luque Ruiz, Miguel Ángel Gómez-Nieto
QSAR model based on weighted MCS trees approach for the representation of molecule data sets. J. Comput. Aided Mol. Des. 27 (2) (2013)
Francisco Borrego-Jaraba, Gonzalo Cerruela García, Irene Luque Ruiz, Miguel Ángel Gómez-Nieto
An NFC based context-aware solution for access to bibliographic sources in university environments. J. Ambient Intell. Smart Environ. 5 (1) (2013)
Francisco Borrego-Jaraba, Pilar Castro Garrido, Gonzalo Cerruela García, Irene Luque Ruiz, Miguel Ángel Gómez-Nieto
A Ubiquitous NFC Solution for the Development of Tailored Marketing Strategies Based on Discount Vouchers and Loyalty Cards. Sensors 13 (5) (2013)
Francisco Manuel Borrego-Jaraba, Gonzalo Cerruela García, Irene Luque Ruiz, Miguel Ángel Gómez-Nieto
Tailoring User Visibility and Privacy in a Context-Aware Mobile Social Network. UCAmI (2012)
Francisco Manuel Borrego-Jaraba, Pilar Castro Garrido, Gonzalo Cerruela García, Irene Luque Ruiz, Miguel Ángel Gómez-Nieto
Discount Vouchers and Loyalty Cards Using NFC. UCAmI (2012)
Gonzalo Cerruela García, Irene Luque Ruiz, Miguel Ángel Gómez-Nieto
Analysis and Study of Molecule Data Sets Using Snowflake Diagrams of Weighted Maximum Common Subgraph Trees. J. Chem. Inf. Model. 51 (6) (2011)
Gonzalo Cerruela García, Irene Luque Ruiz, Miguel Ángel Gómez-Nieto
Prediction of Drug Activity Using Molecular Fragments-Based Representation and RFE Support Vector Machine Algorithm. IEA/AIE (2) (2011)
Fernando Agustín Olivencia Polo, Jose J. Alonso del Rosario, Gonzalo Cerruela García
Supervisory Control and Automatic Failure Detection in Grid-Connected Photovoltaic Systems. IEA/AIE (1) (2010)
Irene Luque Ruiz, Gonzalo Cerruela García, Manuel Urbano-Cuadrado, Miguel Ángel Gómez-Nieto
New Models for the Clustering of Large Databases through a Hierarchical Paradigm. ISDA (2005)
Gonzalo Cerruela García, Irene Luque Ruiz, Miguel Ángel Gómez-Nieto, Juan Antonio Cabrero Doncel, Antonio Guevara Plaza
From Wiener Index to Molecules. J. Chem. Inf. Model. 45 (2) (2005)
Irene Luque Ruiz, Gonzalo Cerruela García, Miguel Ángel Gómez-Nieto
Clustering Chemical Databases Using Adaptable Projection Cells and MCS Similarity Values. J. Chem. Inf. Model. 45 (5) (2005)
Gonzalo Cerruela García, Irene Luque Ruiz, Miguel Ángel Gómez-Nieto
Step-by-Step Calculation of All Maximum Common Substructures through a Constraint Satisfaction Based Algorithm. J. Chem. Inf. Model. 44 (1) (2004)
Irene Luque Ruiz, Gonzalo Cerruela García, Miguel Ángel Gómez-Nieto
Representation of the Molecular Topology of Cyclical Structures by Means of Cycle Graphs. 2. Application to Clustering of Chemical Databases. J. Chem. Inf. Model. 44 (4) (2004)
Gonzalo Cerruela García, Irene Luque Ruiz, Miguel Ángel Gómez-Nieto
Representation of the Molecular Topology of Cyclical Structures by Means of Cycle Graphs. 1. Extraction of Topological Properties. J. Chem. Inf. Model. 44 (2) (2004)
Irene Luque Ruiz, Gonzalo Cerruela García, Miguel Ángel Gómez-Nieto
Representation of the Molecular Topology of Cyclical Structures by Means of Cycle Graphs. 3. Hierarchical Model of Screening of Chemical Databases. J. Chem. Inf. Model. 44 (6) (2004)
Enrique López Espinosa, Irene Luque Ruiz, Gonzalo Cerruela García, Miguel Ángel Gómez-Nieto
Users-Tailored E-Bussines Through a Three-Layer Personalization Model Based on Agents. ICEIS (4) (2003)
Irene Luque Ruiz, Gonzalo Cerruela García, Miguel Ángel Gómez-Nieto
An Object-Oriented Dialog System for Use in Computer-Aided Teaching. ICWE (2003)
Irene Luque Ruiz, Gonzalo Cerruela García, Miguel Ángel Gómez-Nieto
Computer-Assisted Learning Using a Dialogue System for Virtual Teacher-Student Communication. J. Chem. Inf. Comput. Sci. 43 (5) (2003)
Irene Luque Ruiz, Gonzalo Cerruela García, Miguel Ángel Gómez-Nieto
A Java dialog system for use in computer-aided teaching. PPPJ (2003)
Gonzalo Cerruela García, Irene Luque Ruiz, Miguel Ángel Gómez-Nieto
Cyclical Conjunction: An Efficient Operator for the Extraction of Cycles from a Graph. J. Chem. Inf. Comput. Sci. 42 (6) (2002)
Gonzalo Cerruela García, Enrique López Espinosa, Irene Luque Ruiz, Miguel Ángel Gómez-Nieto
Efficient Parallel Solution to Calculate All Cycles in Graphs. PARA (2002)
Irene Luque Ruiz, Enrique López Espinosa, Gonzalo Cerruela García, Miguel Ángel Gómez-Nieto
A System Based on Preferences for Aid to the Purchase Decision. ICEIS (2002)
Gonzalo Cerruela García, Irene Luque Ruiz, Miguel Ángel Gómez-Nieto
Parallel Algorithms for Graph Cycle Extraction Using the Cyclical Conjunction Operator. J. Chem. Inf. Comput. Sci. 42 (6) (2002)
Irene Luque Ruiz, Enrique López Espinosa, Gonzalo Cerruela García, Miguel Ángel Gómez-Nieto
Computer-Assisted Learning of Chemical Experiments through a 3D Virtual Lab. International Conference on Computational Science (1) (2002)
Irene Luque Ruiz, Enrique López Espinosa, Gonzalo Cerruela García, Miguel Ángel Gómez-Nieto
Design and Development of Computer-Aided Chemical Systems: Virtual Labs for Teaching Chemical Experiments in Undergraduate and Graduate Courses. J. Chem. Inf. Comput. Sci. 41 (4) (2001)
Irene Luque Ruiz, Enrique López Espinosa, Gonzalo Cerruela García, Miguel Ángel Gómez-Nieto
A Strategy to Development Adaptive Workers Information Management Systems. ICEIS (1) (2001)
Enrique García Salcines, Gonzalo Cerruela García, José Ignacio Benavides Benítez, F. Muñoz García, E. Sáez Peña
Parallel Rendering of Radiance on Distributed Memory System by PVM. PVM/MPI (1997)