IDEAL (2)

Publications

2020

Zakarya Farou, Noureddine Mouhoub, Tomás Horváth
Data Generation Using Gene Expression Generator. IDEAL (2) (2020)
Tiago Jesus, Júlio Duarte, Diana Ferreira, Dalila Durães, Francisco Supino Marcondes, Flávio Arthur O. Santos, Marco Gomes, Paulo Novais, Filipe Gonçalves, Joaquim Fonseca, Nicolás F. Lori, António Abelha, José Machado
Review of Trends in Automatic Human Activity Recognition Using Synthetic Audio-Visual Data. IDEAL (2) (2020)
Jesús Enrique Sierra-García, Matilde Santos
Wind Turbine Pitch Control First Approach Based on Reinforcement Learning. IDEAL (2) (2020)
Javier Huertas-Tato, Alejandro Martín, David Camacho
Cloud Type Identification Using Data Fusion and Ensemble Learning. IDEAL (2) (2020)
Amanda Coradini, Alexandre Szabo
A Comparative Analysis Between Crisp and Fuzzy Data Clustering Approaches for Traditional and Bioinspired Algorithms. IDEAL (2) (2020)
Luís Cavique, Paulo Pombinho, Antonio J. Tallón-Ballesteros, Luís Correia
Data Pre-processing and Data Generation in the Student Flow Case Study. IDEAL (2) (2020)
Marta Aramburu-Zabala, Simona Masurtschak, Ramón Moreno, Jeremy Jean-Jean, Angela Veiga
Time Series Clustering for Knowledge Discovery on Metal Additive Manufacturing. IDEAL (2) (2020)
Ilya Sahipov, Alexey Zabashta, Andrey Filchenkov
Stabilization of Dataset Matrix Form for Classification Dataset Generation and Algorithm Selection. IDEAL (2) (2020)
Peter Mitic, James Cooper
Enhanced Credit Prediction Using Artificial Data. IDEAL (2) (2020)
Péter Kiss, Tomás Horváth, Vukasin Felbab
Stateful Optimization in Federated Learning of Neural Networks. IDEAL (2) (2020)
Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Francisco Zayas-Gato, José Luís Calvo-Rolle
A Fault Detection System for Power Cells During Capacity Confirmation Test Through a Global One-Class Classifier. IDEAL (2) (2020)
Martín Pedemonte, Ángel Panizo-LLedot, Gema Bello Orgaz, David Camacho
Exploring Multi-objective Cellular Genetic Algorithms in Community Detection Problems. IDEAL (2) (2020)
Gabriel García, Adrián Colomer, Valery Naranjo
Analysis of Hand-Crafted and Automatic-Learned Features for Glaucoma Detection Through Raw Circumpapillary OCT Images. IDEAL (2) (2020)
Nicolás F. Lori, Diana Ferreira, Victor Alves, José Machado
Bridging the Gap of Neuroscience, Philosophy, and Evolutionary Biology to Propose an Approach to Machine Learning of Human-Like Ethics. IDEAL (2) (2020)
Danilo Pereira, Flávio Arthur O. Santos, Leonardo Nogueira Matos, Paulo Novais, Cleber Zanchettin, Teresa Bernarda Ludermir
On Analysing Similarity Knowledge Transfer by Ensembles. IDEAL (2) (2020)
Alberto Oliveira, Ricardo Freitas, Alípio Jorge, Vítor Amorim, Nuno Moniz, Ana C. R. Paiva, Paulo J. Azevedo
Sequence Mining for Automatic Generation of Software Tests from GUI Event Traces. IDEAL (2) (2020)
Davide Carneiro, Patrícia Veloso, André Ventura, Guilherme Palumbo, João Costa
Network Analysis for Fraud Detection in Portuguese Public Procurement. IDEAL (2) (2020)
Néstor Jiménez-Campfens, Adrián Colomer, Javier Núñez, Juan M. Mogollón, Antonio L. Rodríguez, Valery Naranjo
Deep Learning in Aeronautics: Air Traffic Trajectory Classification Based on Weather Reports. IDEAL (2) (2020)
Thiago R. P. M. Rúbio, José Aleixo Cruz, João Jacob, Daniel Garrido, Henrique Lopes Cardoso, Daniel Castro Silva, Rui Rodrigues
A Semi-automatic Object Identification Technique Combining Computer Vision and Deep Learning for the Crosswalk Detection Problem. IDEAL (2) (2020)
Ana Coimbra, Cristiana Neto, Diana Ferreira, Júlio Duarte, Daniela Oliveira, Francini Hak, Filipe Gonçalves, Joaquim Fonseca, Nicolás F. Lori, António Abelha, José Machado
Review of Trends in Automatic Human Activity Recognition in Vehicle Based in Synthetic Data. IDEAL (2) (2020)
Robinson Paspuel, Marcelo Barba, Bryan Jami, Lorena Guachi-Guachi
Pre- and Post-processing on Generative Adversarial Networks for Old Photos Restoration: A Case Study. IDEAL (2) (2020)
Myriam Elizabeth Vaca Recalde, Joshué Pérez, Javier Echanobe
Driver Monitoring System Based on CNN Models: An Approach for Attention Level Detection. IDEAL (2) (2020)
Chiara Leoni, Mauro Coccoli, Ilaria Torre, Gianni Viardo Vercelli
Talking in Italian About AI with a Chatbot: A Prototype of a Question-Answering Agent. IDEAL (2) (2020)
Rui M. Jesus, Bárbara Silveira, Nuno Correia
Video Semantics Quality Assessment Using Deep Learning. IDEAL (2) (2020)
Jennifer J. Gago, Bartek Lukawski, Juan G. Victores, Carlos Balaguer
Under-Actuation Modelling in Robotic Hands via Neural Networks for Sign Language Representation with End-User Validation. IDEAL (2) (2020)
Sara Ferreira, Henrique Lopes Cardoso, Rosaldo J. F. Rossetti
Workshop on Machine Learning in Smart Mobility. IDEAL (2) (2020)
Carlos González-Gutiérrez, O. Beltramo-Martin, J. Osborn, José Luís Calvo-Rolle, Francisco Javier de Cos Juez
Atmospheric Tomography Using Convolutional Neural Networks. IDEAL (2) (2020)
Milad Leyli-Abadi, Abderrahmane Boubezoul, Stéphane Espié
Road Patterns Identification and Risk Analysis Based on Machine Learning Framework: Powered Two-Wheelers Case. IDEAL (2) (2020)
David García-Retuerta, Roberto Casado-Vara, Ángel Martín del Rey, Fernando de la Prieta, Javier Prieto, Juan M. Corchado
Quaternion Neural Networks: State-of-the-Art and Research Challenges. IDEAL (2) (2020)
José Aleixo Cruz, Thiago R. P. M. Rúbio, João Jacob, Daniel Garrido, Henrique Lopes Cardoso, Daniel Castro Silva, Rui Rodrigues
Towards Predicting Pedestrian Paths: Identifying Surroundings from Monocular Video. IDEAL (2) (2020)
Susana Nascimento, Sayed Mateen, Paulo Relvas
Sequential Self-tuning Clustering for Automatic Delimitation of Coastal Upwelling on SST Images. IDEAL (2) (2020)
Vítor Castro, Carlos Pereira, Victor Alves
Predicting Recurring Telecommunications Customer Support Problems Using Deep Learning. IDEAL (2) (2020)
Pedro B. Santos, Marcello C. Melo, Everaldo Faustino Jr., Arismar Cerqueira S. Jr., Carmelo J. A. Bastos Filho
A Comparison of Evolutionary Multi-objective Optimization Algorithms Applied to Antenna Design. IDEAL (2) (2020)
Boris G. Mirkin, Dmitry Frolov, Alex Vlasov, Susana Nascimento, Trevor I. Fenner
A Hybrid Approach to the Analysis of a Collection of Research Papers. IDEAL (2) (2020)
Alberto Rivas, Pablo Chamoso, Alfonso González-Briones, Juan Pavón, Juan M. Corchado
Social Network Recommender System, A Neural Network Approach. IDEAL (2) (2020)
Mohammad Mohammadi, Kerstin Bunte
Multi-agent Based Manifold Denoising. IDEAL (2) (2020)
Beatriz Assunção Ribeiro
Intellectual Properties of Artificial Creativity: Dismantling Originality in European's Legal Framework. IDEAL (2) (2020)
María Teresa García-Ordás, Jose Aveleira-Mata, José Luís Casteleiro-Roca, José Luís Calvo-Rolle, Carmen Benavides-Cuellar, Héctor Alaiz-Moretón
Autoencoder Latent Space Influence on IoT MQTT Attack Classification. IDEAL (2) (2020)
Gil Cunha, Hugo Peixoto, José Machado
Improving Performance of Recommendation System Architecture. IDEAL (2) (2020)
Andrea Galloni, Imre Lendák, Tomás Horváth
A Novel Evaluation Metric for Synthetic Data Generation. IDEAL (2) (2020)
Patxi Ortego, Alberto Diez-Olivan, Javier Del Ser, Basilio Sierra
Data Augmentation for Industrial Prognosis Using Generative Adversarial Networks. IDEAL (2) (2020)
Montserrat Sacie, Rafael López, Matilde Santos
Exploratory Data Analysis of Wind and Waves for Floating Wind Turbines in Santa María, California. IDEAL (2) (2020)
Carlos Serrano-Barreto, Matilde Santos
Intelligent Fuzzy Optimized Control for Energy Extraction in Large Wind Turbines. IDEAL (2) (2020)
Carlos Fernandes, Flora Ferreira, Wolfram Erlhagen, Sérgio Monteiro, Estela Bicho
A Deep Learning Approach for Intelligent Cockpits: Learning Drivers Routines. IDEAL (2) (2020)
José Luís Casteleiro-Roca, María Teresa García-Ordás, Esteban Jove, Francisco Zayas-Gato, Héctor Quintián, Héctor Alaiz-Moretón, José Luís Calvo-Rolle
A Solar Thermal System Temperature Prediction of a Smart Building for Data Recovery and Security Purposes. IDEAL (2) (2020)
Ana R. Redondo, Jorge Navarro, Rubén R. Fernández, Isaac Martín de Diego, Javier M. Moguerza, Juan José Fernández-Muñoz
Unified Performance Measure for Binary Classification Problems. IDEAL (2) (2020)
Alexandra Guedes Pinto, Henrique Lopes Cardoso, Isabel Margarida Duarte, Catarina Vaz Warrot, Rui Sousa-Silva
Biased Language Detection in Court Decisions. IDEAL (2) (2020)
Faheem Ahmed Malik, Laurent N. Dala, Krishna Busawon
Using Deep Learning to Construct a Real-Time Road Safety Model; Modelling the Personal Attributes for Cyclist. IDEAL (2) (2020)
Fares Grina, Zied Elouedi, Eric Lefevre
A Preprocessing Approach for Class-Imbalanced Data Using SMOTE and Belief Function Theory. IDEAL (2) (2020)

volume 12490, 2020

Intelligent Data Engineering and Automated Learning - IDEAL 2020 - 21st International Conference, Guimaraes, Portugal, November 4-6, 2020, Proceedings, Part II IDEAL (2) 12490 (2020)