Publikationen (77) Publikationen von IÑAKI INZA CANO Verweis auf Forschungsdaten anzeigen.

2023

  1. Evolved Neural Networks for Building Energy Prediction

    2023 IEEE Symposium Series on Computational Intelligence, SSCI 2023

  2. First step to define a predictive model of the behaviour of a building's thermal system to analyse the climate change influence

    36th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, ECOS 2023

  3. Learning a logistic regression with the help of unknown features at prediction stage

    Proceedings - 2023 IEEE Conference on Artificial Intelligence, CAI 2023

  4. SNDProb: A Probabilistic Approach for Streaming Novelty Detection

    IEEE Transactions on Knowledge and Data Engineering, Vol. 35, Núm. 6, pp. 6335-6348

2022

  1. Learning a Battery of COVID-19 Mortality Prediction Models by Multi-objective Optimization

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Triku: a feature selection method based on nearest neighbors for single-cell data

    GigaScience, Vol. 11

  3. Vibration Analysis for Rotatory Elements Wear Detection in Paper Mill Machine

    Communications in Computer and Information Science

2020

  1. Analyzing rare event, anomaly, novelty and outlier detection terms under the supervised classification framework

    Artificial Intelligence Review, Vol. 53, Núm. 5, pp. 3575-3594

  2. Optimization of Deep Learning Precipitation Models Using Categorical Binary Metrics

    Journal of Advances in Modeling Earth Systems, Vol. 12, Núm. 5

  3. Using convolutional neural network for chest x-ray image classification

    2020 43rd International Convention on Information, Communication and Electronic Technology, MIPRO 2020 - Proceedings

2019

  1. A Note on the Behavior of Majority Voting in Multi-Class Domains with Biased Annotators

    IEEE Transactions on Knowledge and Data Engineering, Vol. 31, Núm. 1, pp. 195-200

  2. Aggregated outputs by linear models: An application on marine litter beaching prediction

    Information Sciences, Vol. 481, pp. 381-393

2018

  1. A system for airport weather forecasting based on circular regression trees

    Environmental Modelling and Software, Vol. 100, pp. 24-32

  2. Eventos raros, anomalías y novedades vistas desde el paraguas de la clasificación supervisada

    XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España

  3. Fitting the data from embryo implantation prediction: Learning from label proportions

    Statistical Methods in Medical Research, Vol. 27, Núm. 4, pp. 1056-1066

  4. Learning to classify software defects from crowds: A novel approach

    Applied Soft Computing Journal, Vol. 62, pp. 579-591

  5. Two datasets of defect reports labeled by a crowd of annotators of unknown reliability

    Data in Brief

  6. Una aproximación desde la inteligencia computacional al tratamiento de datos de aseguradoras y accidentes dir.

    XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España

2017

  1. Learning from Proportions of Positive and Unlabeled Examples

    International Journal of Intelligent Systems, Vol. 32, Núm. 2, pp. 109-133

  2. Measuring the class-imbalance extent of multi-class problems

    Pattern Recognition Letters, Vol. 98, pp. 32-38