Dra. Verónica Bolón Canedo  

Boosting Unsupervised Domain Adaptation: A Certainty-Aware Pseudo-Labeling Approach
24th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL2023)
Internacional

Less is more: Low-precision feature selection for wearables
International Joint Conference on Neural Networks (IJCNN 2022)
Internacional

Feature selection for transfer learning using particle swarm optimization and complexity measures
30th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2022)
Internacional

The role of feature selection in personalized recommender systems
30th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2022)
Internacional

When the best reviews are not placed between extremes
International Joint Conference on Neural Networks (IJCNN 2022)
Internacional

Reduced precision discretization based on information theory
26th International Conference on Knowledge Based and Intelligent information and Engineering Systems (KES 2022)
Internacional

Logarithmic division for green feature selection: an information-theoretic approach
30th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2022)
Internacional

Efficient feature selection for domain adaptation using Mutual Information Maximization
30th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2022)
Internacional

Green Machine Learning
30th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2022)
Internacional

A Delayed Elastic-Net Approach for Performing Adversarial Attacks
25th International Conference on Pattern Recognition (ICPR 2020)
Internacional

Can Data Placement Be Effective for Neural Networks Classification Tasks? Introducing the Orthogonal Loss
25th International Conference on Pattern Recognition (ICPR 2020)
Internacional

Dimensionality Reduction: Is Feature Selection More Effective Than Random Selection?
International Work-Conference on Artificial Neural Networks (IWANN 2021). Lecture Notes in Computer Science
Internacional

Nuevas aproximaciones de aprendizaje por transferencia en sistemas de recomendación
XIX Conferencia de la Asociación Española para la Inteligencia Artificial CAEPIA 20/21
Nacional

Personalización de Recomendaciones en TripAdvisor Usando Deep Learning
X Simposio de Teoría y Aplicaciones de Minería de Datos (TAMIDA-CAEPIA)
Nacional

On the Effectiveness of Convolutional Autoencoders on Image-Based Personalized Recommender Systems
III XoveTIC 2020
Internacional

Do we need hundreds of classifiers of a good feature selection?
28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2020)
Internacional

When size matters: Markov Blanket with limited bit depth conditional mutual information
Workshop on IoT, Edge, and Mobile for Embedded Machine Learning (ITEM 2020) - In conjunction with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2020)
Internacional

Only for your eyes: Visualizing the results of a personalized recommendation system
Art and Artificial Intelligence: a disruptive joint venture - (Art)^2Int (ECAI 2020 Workshop)
Internacional

Gene Subset Selection for Transfer Learning using Bilevel Particle Swarm Optimization
19th IEEE International Conference on Machine Learning and Applications (ICMLA 2020)
Internacional

Case Study of Anomaly Detection and Quality Control of Energy Efficiency and Hygrothermal Comfort in Buildings
8th International Conference on Data Science, Technology and Applications - DATA 2019
Internacional

Feature selection with limited bit depth mutual information for embedded systems
XoveTIC 2018
Autonómico

Uso de técnicas de Saliency para Selección de Características
II Workshop en Big Data y Análisis de Datos Escalable - CAEPIA 2018
Nacional

Análisis de algoritmos de cuantificación basados en ajuste de distribuciones
IX Simposio de Teoría y Aplicaciones de la Minería de Datos - CAEPIA
Nacional

Selección de características distribuidas en entornos heterogéneos
IX Simposio de Teoría y Aplicaciones de la Minería de Datos - CAEPIA
Nacional

Feature Selection for Big Visual Data: Overview and Challenges
15th International Conference on Image Analysis and Recognition (ICIAR 2018)
Internacional

Analysis of imputation bias for feature selection with missing data
26th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2018)
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Paving the way for providing teaching feedback in automatic evaluation of open response assignments
2017 International Joint Conference on Neural Networks
Internacional

Exploring the consequences of distributed feature selection in DNA microarray data
2017 International Joint Conference on Neural Networks (IJCNN 2017)
Internacional

A distributed approach for classi cation using distance metrics
25th European symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2017) .
Internacional

Algorithmic challenges in Big Data Analytics
25th European symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2017) .
Internacional

Using a feature selection ensemble on DNA microarray datasets
25th European symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2017) .
Internacional

Data complexity measures for analyzing the effect of SMOTE over microarrays
25th European symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2017) .
Internacional

Machine Learning for Medical Applications
25th European symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2017) .
Internacional

A distributed approach for classification using distance metrics
25th European symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2017) .
Internacional

Selection of the best base classi er in one-versus-one using data complexity measures
CAEPIA 2015. Conference of the Spanish Association for Artificial Intelligence.
Internacional

Using data complexity measures for thresholding in feature selection rankers
CAEPIA 2015. Conference of the Spanish Association for Artificial Intelligence.
Internacional

Un framework de selección de características basado en la teoría de la información para Big Data sobre Apache Spark
CAEPIA 2015. Conference of the Spanish Association for Artificial Intelligence.
Internacional

Estudio sobre ensembles de rankings de características
CAEPIA 2015. Conference of the Spanish Association for Artificial Intelligence.
Internacional

A time efficient approach for distributed feature selection partitioning by features
CAEPIA 2015. Conference of the Spanish Association for Artificial Intelligence.
Internacional

Paralelización de algoritmos de selección de características en la plataforma Weka
CAEPIA 2015. Conference of the Spanish Association for Artificial Intelligence.
Internacional

Distributed Entropy Minimization Discretizer for Big Data analysis under Apache Spark
(IEEE BigDataSE-15) - 9th IEEE International Conference on Big Data Science and Engineering
Internacional

A distributed feature selection approach based on a complexity measure
International Work Conference on Artificial Neural Networks (IWANN)-2015, Core B
Internacional

An insight on complexity measures and classi cation in micro- array data
IJCNN 2015 - 2015 International Joint Conference on Neural Networks
Internacional

Learning features on tear fi lm lipid layer classi cation
23th European symposium on Arti cial Neural Networks, Computational Intelligence and Machine Learning (ESANN) 2015
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Novel feature selection methods for high dimensional data
6th International Conference on Agents and Artificial Intelligence (ICAART 2014)
Internacional

Scalability analysis of mRMR for microarray data
6th International Conference on Agents and Artificial Intelligence (ICAART 2014)
Internacional

Learning on vertically partitioned data based on x2 feature selection and naive bayes classi cation
6th International Conference on Agents and Artificial Intelligence (ICAART 2014)
Internacional

mC-ReliefF: An extension of ReliefF for cost-based feature selection
6th International Conference on Agents and Artificial Intelligence (ICAART 2014)
Internacional

A distributed wrapper approach for feature selection
ESANN 2013 - European Simposium on Artificial Neural Networks (Core B)
Internacional

Interferential tear film lipid layer classi cation: An automatic dry eye test
IEEE 24th International Conference on Tools with Artificial Intelligence (ICTAI 2012)
Internacional

Scalability analysis of lter-based methods for feature selection
16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES-2012)
Internacional

An agent-based prototype for enhancing sustainability behavior at an academic environment
Workshop on Agents and Multi-agent Systems for Enterprise Integration (Zoco 2012) in conjunction with the 10th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS)
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Toward an ensemble of lters for classi fication
International Conference on Intelligent Systems Design and Applications ISDA 2011
Internacional

Novel feature selection methods applied to high dimensionality datasets
14th Conference of the Spanish Association for Artificial Intelligence (CAEPIA 2011)
Nacional

Statistical dependence measure for feature selection in micro-array datasets
ESANN 2011 - European Simposium on Artificial Neural Networks (Core B)
Internacional