IWANN (2)

Publications

2023

Félix Escalona, Francisco Gomez-Donoso, Francisco Morillas-Espejo, Monica Pina-Navarro, Luis Marquez-Carpintero, Miguel Cazorla
AATiENDe: Automatic ATtention Evaluation on a Non-invasive Device. IWANN (2) (2023)
El Mahdi Mercha, Houda Benbrahim, Mohammed Erradi
SlideGCN: Slightly Deep Graph Convolutional Network for Multilingual Sentiment Analysis. IWANN (2) (2023)
Jordy Thielen
Effects of Stimulus Sequences on Brain-Computer Interfaces Using Code-Modulated Visual Evoked Potentials: An Offline Simulation. IWANN (2) (2023)
Dylan Molinié, Kurosh Madani, Véronique Amarger
Unsupervised Clustering at the Service of Automatic Anomaly Detection in Industry 4.0. IWANN (2) (2023)
Evgeniia Ondar, Ilya Makarov
Chemistry-Wise Augmentations for Molecule Graph Self-supervised Representation Learning. IWANN (2) (2023)
Rafael Ayllón-Gavilán, David Guijo-Rubio, Pedro Antonio Gutiérrez, César Hervás-Martínez
A Dictionary-Based Approach to Time Series Ordinal Classification. IWANN (2) (2023)
Enrique Brazález, Gregorio Díaz, Hermenegilda Macià, Valentín Valero
Designing a Fault Detection System for Wind Turbine Control Monitoring Using CEP. IWANN (2) (2023)
Renata Avros, Dan Lemberg, Elena V. Ravve, Zeev Volkovich
An Approach to Predicting Social Events via Dailies Tracking. IWANN (2) (2023)
David de la Rosa, Antonio Álvarez, Ramón Pérez, Germán Garrote, Antonio J. Rivera, María José del Jesus, Francisco Charte
NOSpcimen: A First Approach to Unsupervised Discarding of Empty Photo Trap Images. IWANN (2) (2023)
Sandra Amador, José Perona, Claudia Villalonga, Jorge Azorin, Oresti Banos, David Gil
Deep Learning Approaches Applied to MRI and PET Image Classification of Kidney Tumours: A Systematic Review. IWANN (2) (2023)
Natalia Bartosiak, Adam Galuszka, Martyna Wojnar
Implementation of a Neural Network for the Recognition of Emotional States by Social Robots, Using 'OhBot'. IWANN (2) (2023)
Marco Vannucci, Valentina Colla
A Novel Approach to Jominy Profile Prediction Based on 1D Convolutional Neural Networks and Autoencoders that Supports Transfer Learning. IWANN (2) (2023)
Brandon Warner, Edward R. Ratner, Amaury Lendasse
X-ELM: A Fast Explainability Approach for Extreme Learning Machines. IWANN (2) (2023)
Renata Teixeira, Francisco Supino Marcondes, Henrique Lima, Dalila Durães, Paulo Novais
Data Fusion for Prediction of Variations in Students Grades. IWANN (2) (2023)
Paulina Leszczelowska, Maria Bollin, Karol Lempkowski, Mateusz Zak, Jacek Ruminski
Driver's Condition Detection System Using Multimodal Imaging and Machine Learning Algorithms. IWANN (2) (2023)
Álvaro Fernández-Rodríguez, Ricardo Ron-Angevin, Francisco Velasco-Álvarez, Jaime Diaz Pineda, Théodore Letouzé, Jean-Marc André
Evaluation of Visual Parameters to Control a Visual ERP-BCI Under Single-Trial Classification. IWANN (2) (2023)
Elisa Guerrero, Fernando M. Quintana, Maria De La Paz Guerrero-Lebrero
Event-Based Regression with Spiking Networks. IWANN (2) (2023)
Martyna Wojnar, Tomasz Grzejszczak, Natalia Bartosiak
Detection and Visualization of User Facial Expressions. IWANN (2) (2023)
Marek Vajgl, Petr Hurtík
Replacing Goniophotometer with Camera and U-Net with Hypercolumn Rescale Block. IWANN (2) (2023)
Marcos Rivera-Gavilán, Víctor Manuel Vargas, Pedro Antonio Gutiérrez, Javier Briceño, César Hervás-Martínez, David Guijo-Rubio
Ordinal Classification Approach for Donor-Recipient Matching in Liver Transplantation with Circulatory Death Donors. IWANN (2) (2023)
Petra Stevuliáková, Petr Hurtík
Intersection over Union with Smoothing for Bounding Box Regression. IWANN (2) (2023)
Krzysztof Walentukiewicz, Albert Masiak, Aleksandra Galka, Justyna Jelinska, Michal Lech
On-Line Authenticity Verification of a Biometric Signature Using Dynamic Time Warping Method and Neural Networks. IWANN (2) (2023)
José F. Torres, S. Valencia, Francisco Martínez-Álvarez, N. Hoyos
Predicting Wildfires in the Caribbean Using Multi-source Satellite Data and Deep Learning. IWANN (2) (2023)
Leila Hamdad, Cylia Laoufi, Rima Amirat, Karima Benatchba, Souhila Sadeg
Offline Substitution Machine Learning Model for the Prediction of Fitness of GA-ARM. IWANN (2) (2023)
Catalin Stoean, Nebojsa Bacanin, Zeev Volkovich, Leonard Ionescu, Ruxandra Stoean
Study on Semantic Inpainting Deep Learning Models for Artefacts with Traditional Motifs. IWANN (2) (2023)
M. J. Jiménez-Navarro, María Martínez-Ballesteros, Francisco Martínez-Álvarez, Gualberto Asencio-Cortés
Embedded Temporal Feature Selection for Time Series Forecasting Using Deep Learning. IWANN (2) (2023)
Udayanga K. N. G. W. Gamage, Luca Zanatta, Matteo Fumagalli, Cesar Cadena, Silvia Tolu
Event-Based Classification of Defects in Civil Infrastructures with Artificial and Spiking Neural Networks. IWANN (2) (2023)
Andre Loechte, Jan-Ole Thranow, Felix Winters, Andreas Heller, Peter Glösekötter
Comparison of ANN and SVR for State of Charge Regression Evaluating EIS Spectra. IWANN (2) (2023)
Petr Dvorácek, Petr Hurtík, Petra Stevuliáková
Effective Black Box Adversarial Attack with Handcrafted Kernels. IWANN (2) (2023)
Mohand Tahar Soualah, Fatemeh Saveh, Kurosh Madani
Toward Machine's Artificial Aesthetic Perception: Could Machines Appreciate the Beauty? IWANN (2) (2023)
Paolo Gabriel Cachi, Sebastián Ventura Soto, Krzysztof J. Cios
TM-SNN: Threshold Modulated Spiking Neural Network for Multi-task Learning. IWANN (2) (2023)
Ruxandra Stoean, Patricio García Báez, Carmen Paz Suárez Araujo, Nebojsa Bacanin, Miguel A. Atencia Ruiz, Catalin Stoean
Automatic Control of Class Weights in the Semantic Segmentation of Corrosion Compounds on Archaeological Artefacts. IWANN (2) (2023)
Maria De La Paz Guerrero-Lebrero, Fernando M. Quintana, Elisa Guerrero
SpikeBALL: Neuromorphic Dataset for Object Tracking. IWANN (2) (2023)
Ondrej Rozinek, Petr Dolezel
ECG Hearbeat Classification Based on Multi-scale Convolutional Neural Networks. IWANN (2) (2023)
Manuel Fernández-Carmona, Joaquín Ballesteros, Jesús M. Gómez de Gabriel, Cristina Urdiales
On Stability Assessment Using the WalkIT Smart Rollator. IWANN (2) (2023)
Prosper Azaglo, Pepijn van de Ven, Rachel M. Msetfi, John Nelson
Machine Learning Models for Depression Detection Using the Concept of Perceived Control. IWANN (2) (2023)
Tatiana Kolmakova, Ilya Makarov
Efficient Transformer for Video Summarization. IWANN (2) (2023)
Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Roberto Hornero
Bit-Wise Reconstruction of Non-binary Visual Stimulation Patterns from EEG Using Deep Learning: A Promising Alternative for User-Friendly High-Speed c-VEP-Based BCIs. IWANN (2) (2023)
John Nelson, Jordi Ollé, Xavier Parra, Carlos Pérez-López, Oscar Macho-Pérez, Marta Arroyo-Huidobro, Andreu Català
Data Analysis and Generation in the ENVELLINT Longitudinal Study to Determine Loss of Functionality in Elderly People. IWANN (2) (2023)
Víctor Manuel Vargas, Rafael Ayllón-Gavilán, Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez, César Hervás-Martínez, David Guijo-Rubio
Gramian Angular and Markov Transition Fields Applied to Time Series Ordinal Classification. IWANN (2) (2023)
Luis Zhinin-Vera, Jonathan Zhiminaicela-Cabrera, Elena Pretel, Pamela Suárez, Oscar Chang, Francesc Anton Castro, Francisco López de la Rosa
Artificial Vision Technique to Detect and Classify Cocoa Beans. IWANN (2) (2023)
Federica Colonnese, Francecso Di Luzio, Antonello Rosato, Massimo Panella
Fast Convolutional Analysis of Task-Based fMRI Data for ADHD Detection. IWANN (2) (2023)
Javier Barbero-Gómez, Ricardo Cruz, Jaime S. Cardoso, Pedro Antonio Gutiérrez, César Hervás-Martínez
Evaluating the Performance of Explanation Methods on Ordinal Regression CNN Models. IWANN (2) (2023)
Ivan Volosyak, Foluke Adepoju, Piotr Stawicki, Paul Rulffs, Atilla Cantürk, Lisa Henke
Gender Influence on cVEP-Based BCI Performance. IWANN (2) (2023)
Marina Aguilar-Moreno, Manuel Graña
Phenotype Discrimination Based on Pressure Signals by Transfer Learning Approaches. IWANN (2) (2023)
Antonio-Jesús Banegas-Luna, José-Raúl Ruiz-Sarmiento, Gregorio Ambrosio-Cestero, Javier González Jiménez
Towards a Voxelized Semantic Representation of the Workspace of Mobile Robots. IWANN (2) (2023)
Aleksei Pokoev, Ilya Makarov
LAPUSKA: Fast Image Super-Resolution via LAPlacian UpScale Knowledge Alignment. IWANN (2) (2023)
Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero
Toward Early Stopping Detection for Non-binary c-VEP-Based BCIs: A Pilot Study. IWANN (2) (2023)
Hichem Debbi
CauSim: A Causal Learning Framework for Fine-Grained Image Similarity. IWANN (2) (2023)

volume 14135, 2023

Advances in Computational Intelligence - 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19-21, 2023, Proceedings, Part II IWANN (2) 14135 (2023)