Olatz Arbelaitz

发表

C4.5 Consolidation Process: An Alternative to Intelligent Oversampling Methods in Class Imbalance Problems

Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, 2011, CAEPIA.

Adaptation of the User Navigation Scheme using Clustering and Frequent Pattern Mining Techiques for Profiling

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2012, KDIR.

10. Personalizing the user interface for people with disabilities

Javier Muguerza, Olatz Arbelaitz, Xabier Valencia, 2019 .

An extensive comparative study of cluster validity indices

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2013, Pattern Recognit..

UnPART: PART without the 'partial' condition of it

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2018, Inf. Sci..

Analysis of several decision fusion strategies for clustering validation. Strategy definition, experiments and validation

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2017, Pattern Recognit. Lett..

Personalized Tourist Route Generation

Olatz Arbelaitz, Pieter Vansteenwegen, Wouter Souffriau, 2010, ICWE Workshops.

The quest for the optimal class distribution: an approach for enhancing the effectiveness of learning via resampling methods for imbalanced data sets

Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, 2013, Progress in Artificial Intelligence.

JolasMATIKA: An Experience for Teaching and Learning Computing Topics From University to Primary Education

Olatz Arbelaitz, Nestor Garay-Vitoria, Edurne Larraza-Mendiluze, 2020, IEEE Transactions on Education.

Smart Meeting Room Usage Information and Prediction by Modelling Occupancy Profiles †

Olatz Arbelaitz, Javier Muguerza, Unai Saralegui, 2019, Sensors.

Data-Driven Representation Model of Urban Movement Space

Olatz Arbelaitz, Oihana Otaegui, Harbil Arregui, 2020, ICGDA.

THE EFFECT OF THE USED RESAMPLING TECHNIQUE AND NUMBER OF SAMPLES IN CONSOLIDATED TREES' CONSTRUCTION ALGORITHM

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2006 .

Low cost parallel solutions for the VRPTW optimisation problem

Olatz Arbelaitz, Clemente Rodríguez Lafuente, 2005, Int. J. Comput. Sci. Eng..

Hybrid Approach for the Public Transportation Time Dependent Orienteering Problem with Time Windows

Olatz Arbelaitz, Pieter Vansteenwegen, Wouter Souffriau, 2010, HAIS.

Analysis of Introducing Active Learning Methodologies in a Basic Computer Architecture Course

Olatz Arbelaitz, Javier Muguerza, José Ignacio Martín, 2015, IEEE Transactions on Education.

Impact of the road network configuration on map-matching algorithms for FCD in urban environments

Olatz Arbelaitz, Oihana Otaegui, Estibaliz Loyo, 2018 .

Inferring Visual Behaviour from User Interaction Data on a Medical Dashboard

Caroline Jay, Markel Vigo, Olatz Arbelaitz, 2018, DH.

A real fuel distribution problem solved by a two phase parallel algorithm that combines simulated annealing and route building heuristics

Olatz Arbelaitz, Clemente Rodríguez Lafuente, O. Arbelaitz, 2005, Int. J. Hybrid Intell. Syst..

Behavior of Consolidated Trees when using Resampling Techniques

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2004, PRIS.

CTC: An Alternative to Extract Explanation from Bagging

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2007, CAEPIA.

Obtaining Optimal Class Distribution for Decision Trees: Comparative Analysis of CTC and C4.5

Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, 2009, CAEPIA.

A new algorithm to build consolidated trees: study of the error rate and steadiness

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2004, Intelligent Information Systems.

Public Transportation Algorithm for an Intelligent Routing System

Olatz Arbelaitz, Oihana Otaegui, Pieter Vansteenwegen, 2009 .

Web Usage Mining for Automatic Link Generation

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2016 .

An IoT sensor network to model occupancy profiles for energy usage simulation tools

Olatz Arbelaitz, Javier Muguerza, Unai Saralegui, 2018, 2018 Global Internet of Things Summit (GIoTS).

Intelligent Routing System for a Personalised Electronic Tourist Guide

Olatz Arbelaitz, Pieter Vansteenwegen, María Teresa Linaza, 2009, ENTER.

Global versus modular link prediction approach for discapnet: Website focused to visually impaired people

Olatz Arbelaitz, Javier Muguerza, Aizea Lojo, 2014, 2014 Federated Conference on Computer Science and Information Systems.

Service-independent payload analysis to improve intrusion detection in network traffic

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2008, AusDM.

Combining multiple class distribution modified subsamples in a single tree

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2007, Pattern Recognit. Lett..

Coverage-based resampling: Building robust consolidated decision trees

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2015, Knowl. Based Syst..

Modeling the Navigation on Enrolment Web Information Area of a University Using Machine Learning Techniques

Olatz Arbelaitz, Javier Muguerza, Iñigo Perona, 2018, CAEPIA.

Consolidated trees versus bagging when explanation is required

Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, 2010, Computing.

Integrating public transportation in personalised electronic tourist guides

Olatz Arbelaitz, Pieter Vansteenwegen, Wouter Souffriau, 2013, Comput. Oper. Res..

Web usage and content mining to extract knowledge for modelling the users of the Bidasoa Turismo website and to adapt it

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2013, Expert Syst. Appl..

Comparison of two strategies, CTC and CMM, to combine m classifiers in a single comprehensible one

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2006, Industrial Conference on Data Mining - Posters.

Consolidated Trees: Classifiers with Stable Explanation. A Model to Achieve the Desired Stability in Explanation

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2005, ICAPR.

Modelling the interactive behaviour of users with a medication safety dashboard in a primary care setting

Caroline Jay, Markel Vigo, Olatz Arbelaitz, 2019, Int. J. Medical Informatics.

User modeling in a social network for cognitively disabled people

Javier Muguerza, Olatz Arbelaitz, José María Martínez-Otzeta, 2016, J. Assoc. Inf. Sci. Technol..

Enhancing a Web Usage Mining based Tourism Website Adaptation with Content Information

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2012, KDIR.

Unsupervised anomaly detection system for Nidis-s based on payload and probabilistic suffix trees

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2009, IADIS AC.

Towards a standard methodology to evaluate internal cluster validity indices

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2011, Pattern Recognit. Lett..

SIHC: A Stable Incremental Hierarchical Clustering Algorithm

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2009, ICEIS.

Arbel mediko baten erabileraren azterketa: nolako elkarrekintza halako portaera-bisuala

Javier Muguerza, Markel Vigo, Olatz Arbelaitz, 2020 .

Comparison Of Systems Based On Evolutionary Search And Simulated Annealing To Solve The Vrptw Problem

Olatz Arbelaitz, Clemente Rodríguez Lafuente, O. Arbelaitz, 2004, Int. J. Comput. Intell. Appl..

Towards automatic problem detection in web navigation based on client-side interaction data

Olatz Arbelaitz, Javier Muguerza, Xabier Valencia, 2019, Interacción.

Consolidated Tree Classifier Learning in a Car Insurance Fraud Detection Domain with Class Imbalance

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2005, ICAPR.

Consolidated Tree Construction Algorithm: Structurally Steady Trees

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2004, ICEIS.

Evaluation of Malware clustering based on its dynamic behaviour

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2008, AusDM.

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

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2015, Knowl. Based Syst..

Low cost parallel solutions for the VRPTW optimization problem

Olatz Arbelaitz, Clemente Rodríguez Lafuente, Ion Zamakola, 2001, Proceedings International Conference on Parallel Processing Workshops.

BFPART: Best-First PART

Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, 2016, Inf. Sci..

Personalizing the User Interface for People with Disabilities

Olatz Arbelaitz, Javier Muguerza, Julio Abascal, 2019, ABIS@HT.

Web mining for navigation problem detection and diagnosis in Discapnet: A website aimed at disabled people

Javier Muguerza, Olatz Arbelaitz, Aizea Lojo, 2016, J. Assoc. Inf. Sci. Technol..

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

Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, 2010, Pattern Recognit..

Evaluation of Intelligent Routes for Personalised Electronic Tourist Guides

Olatz Arbelaitz, María Teresa Linaza, Ander García, 2012, ENTER.

Applying Resampling Methods for Imbalanced Datasets to Not So Imbalanced Datasets

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2013, CAEPIA.

Consolidated Trees: An Analysis of Structural Convergence

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2006, Selected Papers from AusDM.

SAHN with SEP/COP and SPADE, to Build a General Web Navigation Adaptation System Using Server Log Information

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2011, CAEPIA.

A Generalization Performance Study Using Deep Learning Networks in Embedded Systems

Olatz Arbelaitz, Javier Muguerza, Rubén Mulero, 2021, Sensors.

PCTBagging: From inner ensembles to ensembles. A trade-off between discriminating capacity and interpretability

Olatz Arbelaitz, Javier Muguerza, Ainhoa Yera, 2021, Inf. Sci..

A Navigation-log based Web Mining Application to Profile the Interests of Users Accessing the Web of Bidasoa Turismo

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2013 .

Histogram based payload processing for unsupervised anomaly detection systems in network intrusion

Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, 2009 .

Solving Multi Constrained Team Orienteering Problems to Generate Tourist Routes

Olatz Arbelaitz, Pieter Vansteenwegen, Wouter Souffriau, 2009 .