Gonzalo Cerruela García

Orcid: 0000-0001-9140-3347

According to our database1, Gonzalo Cerruela García authored at least 49 papers between 1997 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2022
Grab'Em: A Novel Graph-Based Method for Combining Feature Subset Selectors.
IEEE Trans. Cybern., 2022

MABUSE: A margin optimization based feature subset selection algorithm using boosting principles.
Knowl. Based Syst., 2022

Graph-Based Feature Selection Approach for Molecular Activity Prediction.
J. Chem. Inf. Model., 2022

2021
SI(FS)2: Fast simultaneous instance and feature selection for datasets with many features.
Pattern Recognit., 2021

Cooperative coevolutionary instance selection for multilabel problems.
Knowl. Based Syst., 2021

Effective Feature Selection Method for Class-Imbalance Datasets Applied to Chemical Toxicity Prediction.
J. Chem. Inf. Model., 2021

Dimensionality analysis in machine learning failure detection models. A case study with LNG compressors.
Comput. Ind., 2021

2020
Maximum common property: a new approach for molecular similarity.
J. Cheminformatics, 2020

Influence of feature rankers in the construction of molecular activity prediction models.
J. Comput. Aided Mol. Des., 2020

Ensembles of feature selectors for dealing with class-imbalanced datasets: A proposal and comparative study.
Inf. Sci., 2020

2019
Instance selection based on boosting for instance-based learners.
Pattern Recognit., 2019

Improving the combination of results in the ensembles of prototype selectors.
Neural Networks, 2019

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., 2019

2018
Interactive mosaic building and its application to marketing strategies using NFC.
Multim. Tools Appl., 2018

Boosted feature selectors: a case study on prediction P-gp inhibitors and substrates.
J. Comput. Aided Mol. Des., 2018

2017
A Proposal for Local k Values for k-Nearest Neighbor Rule.
IEEE Trans. Neural Networks Learn. Syst., 2017

Tailored platform for the development of NFC tourist services.
J. Ambient Intell. Smart Environ., 2017

An ubiquitous solution for advertising and loyalty purposes using NFC technology.
Int. J. Ad Hoc Ubiquitous Comput., 2017

2016
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, 2016

Red Thread. An NFC Solution for Attracting Students and Engaging Customers.
Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2016

2014
Mobile Solution Using NFC and In-Air Hand Gestures for Advertising Applications.
Proceedings of the Ambient Intelligence - Software and Applications, 2014

An ubiquitous system for advertising using mobile sensors and hand gestures.
Proceedings of the IEEE Fourth International Conference on Consumer Electronics Berlin, 2014

2013
A Ubiquitous NFC Solution for the Development of Tailored Marketing Strategies Based on Discount Vouchers and Loyalty Cards.
Sensors, 2013

QSAR model based on weighted MCS trees approach for the representation of molecule data sets.
J. Comput. Aided Mol. Des., 2013

An NFC based context-aware solution for access to bibliographic sources in university environments.
J. Ambient Intell. Smart Environ., 2013

2012
Tailoring User Visibility and Privacy in a Context-Aware Mobile Social Network.
Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2012

Discount Vouchers and Loyalty Cards Using NFC.
Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2012

2011
Analysis and Study of Molecule Data Sets Using Snowflake Diagrams of Weighted Maximum Common Subgraph Trees.
J. Chem. Inf. Model., 2011

Prediction of Drug Activity Using Molecular Fragments-Based Representation and RFE Support Vector Machine Algorithm.
Proceedings of the Modern Approaches in Applied Intelligence, 2011

2010
Supervisory Control and Automatic Failure Detection in Grid-Connected Photovoltaic Systems.
Proceedings of the Trends in Applied Intelligent Systems, 2010

2005
Clustering Chemical Databases Using Adaptable Projection Cells and MCS Similarity Values.
J. Chem. Inf. Model., 2005

From Wiener Index to Molecules.
J. Chem. Inf. Model., 2005

New Models for the Clustering of Large Databases through a Hierarchical Paradigm.
Proceedings of the Fifth International Conference on Intelligent Systems Design and Applications (ISDA 2005), 2005

2004
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., 2004

Representation of the Molecular Topology of Cyclical Structures by Means of Cycle Graphs. 2. Application to Clustering of Chemical Databases.
J. Chem. Inf. Model., 2004

Representation of the Molecular Topology of Cyclical Structures by Means of Cycle Graphs. 1. Extraction of Topological Properties.
J. Chem. Inf. Model., 2004

Step-by-Step Calculation of All Maximum Common Substructures through a Constraint Satisfaction Based Algorithm.
J. Chem. Inf. Model., 2004

2003
Computer-Assisted Learning Using a Dialogue System for Virtual Teacher-Student Communication.
J. Chem. Inf. Comput. Sci., 2003

A Java dialog system for use in computer-aided teaching.
Proceedings of the 2nd International Symposium on Principles and Practice of Programming in Java, 2003

An Object-Oriented Dialog System for Use in Computer-Aided Teaching.
Proceedings of the Web Engineering, International Conference, 2003

Users-Tailored E-Bussines Through a Three-Layer Personalization Model Based on Agents.
Proceedings of the ICEIS 2003, 2003

2002
Parallel Algorithms for Graph Cycle Extraction Using the Cyclical Conjunction Operator.
J. Chem. Inf. Comput. Sci., 2002

Cyclical Conjunction: An Efficient Operator for the Extraction of Cycles from a Graph.
J. Chem. Inf. Comput. Sci., 2002

Efficient Parallel Solution to Calculate All Cycles in Graphs.
Proceedings of the Applied Parallel Computing Advanced Scientific Computing, 2002

A System Based on Preferences for Aid to the Purchase Decision.
Proceedings of the ICEIS 2002, 2002

Computer-Assisted Learning of Chemical Experiments through a 3D Virtual Lab.
Proceedings of the Computational Science - ICCS 2002, 2002

2001
Design and Development of Computer-Aided Chemical Systems: Virtual Labs for Teaching Chemical Experiments in Undergraduate and Graduate Courses.
J. Chem. Inf. Comput. Sci., 2001

A Strategy to Development Adaptive Workers Information Management Systems.
Proceedings of the ICEIS 2001, 2001

1997
Parallel Rendering of Radiance on Distributed Memory System by PVM.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 1997


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