Ibai Gurrutxaga

Orcid: 0000-0003-1830-1058

According to our database1, Ibai Gurrutxaga authored at least 36 papers between 2004 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Predicting Parkinson's Disease Progression: Analyzing Prodromal Stages Through Machine Learning.
Proceedings of the Advances in Artificial Intelligence, 2024

2023
Diagnostic classification of Parkinson's disease based on non-motor manifestations and machine learning strategies.
Neural Comput. Appl., March, 2023

2018
UnPART: PART without the 'partial' condition of it.
Inf. Sci., 2018

2017
Analysis of several decision fusion strategies for clustering validation. Strategy definition, experiments and validation.
Pattern Recognit. Lett., 2017

Solving Poisson's equation using FFT in a GPU cluster.
J. Parallel Distributed Comput., 2017

CT ;lt;DT>: Extending the application of the consolidation methodology even further.
Expert Syst. J. Knowl. Eng., 2017

2016
BFPART: Best-First PART.
Inf. Sci., 2016

2015
Corrigendum to "Coverage-based resampling: Building robust consolidated decision trees" [Knowledge-Based Systems 79(2015)51-67].
Knowl. Based Syst., 2015

Coverage-based resampling: Building robust consolidated decision trees.
Knowl. Based Syst., 2015

Efficient 3D Transpositions in Graphics Processing Units.
Int. J. Parallel Program., 2015

A Study of Memory Consumption and Execution Performance of the cuFFT Library.
Proceedings of the 10th International Conference on P2P, 2015

2013
An extensive comparative study of cluster validity indices.
Pattern Recognit., 2013

The quest for the optimal class distribution: an approach for enhancing the effectiveness of learning via resampling methods for imbalanced data sets.
Prog. Artif. Intell., 2013

Web usage and content mining to extract knowledge for modelling the users of the Bidasoa Turismo website and to adapt it.
Expert Syst. Appl., 2013

Applying Resampling Methods for Imbalanced Datasets to Not So Imbalanced Datasets.
Proceedings of the Advances in Artificial Intelligence, 2013

2012
Enhancing a Web Usage Mining based Tourism Website Adaptation with Content Information.
Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012

Adaptation of the User Navigation Scheme using Clustering and Frequent Pattern Mining Techiques for Profiling.
Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012

2011
Towards a standard methodology to evaluate internal cluster validity indices.
Pattern Recognit. Lett., 2011

SAHN with SEP/COP and SPADE, to Build a General Web Navigation Adaptation System Using Server Log Information.
Proceedings of the Advances in Artificial Intelligence, 2011

C4.5 Consolidation Process: An Alternative to Intelligent Oversampling Methods in Class Imbalance Problems.
Proceedings of the Advances in Artificial Intelligence, 2011

2010
SEP/COP: An efficient method to find the best partition in hierarchical clustering based on a new cluster validity index.
Pattern Recognit., 2010

Consolidated trees versus bagging when explanation is required.
Computing, 2010

2009
SIHC: A Stable Incremental Hierarchical Clustering Algorithm.
Proceedings of the ICEIS 2009, 2009

Unsupervised anomaly detection system for Nidis-s based on payload and probabilistic suffix trees.
Proceedings of the IADIS International Conference Applied Computing 2009, 2009

Obtaining Optimal Class Distribution for Decision Trees: Comparative Analysis of CTC and C4.5.
Proceedings of the Current Topics in Artificial Intelligence, 2009

2008
Service-independent payload analysis to improve intrusion detection in network traffic.
Proceedings of the Data Mining and Analytics 2008, 2008

Evaluation of Malware clustering based on its dynamic behaviour.
Proceedings of the Data Mining and Analytics 2008, 2008

2007
Combining multiple class distribution modified subsamples in a single tree.
Pattern Recognit. Lett., 2007

CTC: An Alternative to Extract Explanation from Bagging.
Proceedings of the Current Topics in Artificial Intelligence, 2007

2006
Comparison of two strategies, CTC and CMM, to combine m classifiers in a single comprehensible one.
Proceedings of the 6th Industrial Conference on Data Mining, Poster Proceedings, 2006

Consolidated Trees: An Analysis of Structural Convergence.
Proceedings of the Data Mining - Theory, Methodology, Techniques, and Applications, 2006

2005
Consolidated Tree Classifier Learning in a Car Insurance Fraud Detection Domain with Class Imbalance.
Proceedings of the Pattern Recognition and Data Mining, 2005

Consolidated Trees: Classifiers with Stable Explanation. A Model to Achieve the Desired Stability in Explanation.
Proceedings of the Pattern Recognition and Data Mining, 2005

2004
Behavior of Consolidated Trees when using Resampling Techniques.
Proceedings of the Pattern Recognition in Information Systems, 2004

A new algorithm to build consolidated trees: study of the error rate and steadiness.
Proceedings of the Intelligent Information Processing and Web Mining, 2004

Consolidated Tree Construction Algorithm: Structurally Steady Trees.
Proceedings of the ICEIS 2004, 2004


  Loading...