IDEAL

Publications

2023

Tajul Miftahushudur, Halil Mertkan Sahin, Bruce Grieve, Hujun Yin
Enhanced SVM-SMOTE with Cluster Consistency for Imbalanced Data Classification. IDEAL (2023)
Cédric Marco-Detchart, Giancarlo Lucca, Graçaliz Pereira Dimuro, Jaime Andres Rincon, Vicente Julián
Adaptative Fuzzy Measure for Edge Detection. IDEAL (2023)
Carlos H. Cubillas, Mariano Banquiero, Juan M. Alberola, Víctor Sánchez-Anguix, Vicente Julián, Vicent J. Botti
An Urban Simulator Integrated with a Genetic Algorithm for Efficient Traffic Light Coordination. IDEAL (2023)
Miguel Ángel García-Vaca, Jesús Enrique Sierra-García, Matilde Santos
Prediction and Uncertainty Estimation in Power Curves of Wind Turbines Using ε-SVR. IDEAL (2023)
Peter Mitic
Direct Determination of Operational Value-at-Risk Using Descriptive Statistics. IDEAL (2023)
Christopher A. Flores, Rodrigo Verschae
Combining Regular Expressions and Supervised Algorithms for Clinical Text Classification. IDEAL (2023)
Giancarlo Lucca, Cédric Marco-Detchart, Graçaliz Pereira Dimuro, Jaime Andres Rincon, Vicente Julián
Recent Applications of Pre-aggregation Functions. IDEAL (2023)
Fabian Schneider, Ralph J. Hellmig, Oliver Nelles
Uniform Design of Experiments for Equality Constraints. IDEAL (2023)
Garrett Greiner, Eva Tuba
Detecting Image Forgery Using Support Vector Machine and Texture Features. IDEAL (2023)
Asma Omri, Djamal Benslimane, Mohamed Nazih Omri
Efficient Model for Probabilistic Web Resources Under Uncertainty. IDEAL (2023)
Joshua Stock, Oliver Hauke, Julius Weißmann, Hannes Federrath
The Applicability of Federated Learning to Official Statistics. IDEAL (2023)
Halil Mertkan Sahin, Bruce Grieve, Hujun Yin
Combining of Markov Random Field and Convolutional Neural Networks for Hyper/Multispectral Image Classification. IDEAL (2023)
Eva Blanco-Mallo, Verónica Bolón-Canedo, Beatriz Remeseiro
A Pseudo-Label Guided Hybrid Approach for Unsupervised Domain Adaptation. IDEAL (2023)
Antón Makarov, Márcio M. Taddei, Eneko Osaba, Giacomo Franceschetto, Esther Villar-Rodriguez, Izaskun Oregi
Optimization of Image Acquisition for Earth Observation Satellites via Quantum Computing. IDEAL (2023)
Tiago Costa Mendes, André Azevedo Barata, Miguel Pereira, João Mendes-Moreira, Rui Camacho, Ricardo Teixeira Sousa
Unsupervised Online Event Ranking for IT Operations. IDEAL (2023)
Sneha Chauhan, Loreen Mahmoud, Tanay Sheth, Sugata Gangopadhyay, Aditi Kar Gangopadhyay
Generating Adversarial Examples Using LAD. IDEAL (2023)
Jose Miguel Sanchez Bornot, Roberto C. Sotero
Machine Learning for Time Series Forecasting Using State Space Models. IDEAL (2023)
Mridul Ghosh, Asifuzzaman Lasker, Poushali Banerjee, Anindita Manna, Sk Md Obaidullah, Teresa Gonçalves, Kaushik Roy
Plant Disease Detection and Classification Using a Deep Learning-Based Framework. IDEAL (2023)
XingZhi Zhou, Xiang Liu, YiMin Wen
Depth and Width Adaption of DNN for Data Stream Classification with Concept Drifts. IDEAL (2023)
Bashini K. Mahaarachchi, Sarel Cohen, Bodo Bookhagen, Vanja Doskoc, Tobias Friedrich
Sustainable On-Street Parking Mapping with Deep Learning and Airborne Imagery. IDEAL (2023)
José Alfredo F. Costa, Nielsen Castelo D. Dantas, Esdras Daniel S. A. Silva
Evaluating Text Classification in the Legal Domain Using BERT Embeddings. IDEAL (2023)
Taned Singlor, Phonphrm Thawatdamrongkit, Prapaporn Techa-angkoon, Chutipong Suwannajak, Jakramate Bootkrajang
Globular Cluster Detection in M33 Using Multiple Views Representation Learning. IDEAL (2023)
João Cabral Pinto, Hugo Gonçalo Oliveira, Alberto Cardoso, Catarina Silva
Generating Wildfire Heat Maps with Twitter and BERT. IDEAL (2023)
Diogo Ribeiro, Filipe Ferraz, Marta B. Lopes, Susana Rodrigues, Pedro R. Costa, Susana Vinga, Alexandra M. Carvalho
Causal Graph Discovery for Explainable Insights on Marine Biotoxin Shellfish Contamination. IDEAL (2023)
Alejandro D. Peribáñez, Alberto Fernández-Isabel, Isaac Martín de Diego, Andrea Condado, Javier M. Moguerza
Extracting Knowledge from Incompletely Known Models. IDEAL (2023)
Marcin Blachnik, Piotr Sciegienka, Daniel Dabrowski
Preliminary Study on Unexploded Ordnance Classification in Underwater Environment Based on the Raw Magnetometry Data. IDEAL (2023)
João Pereira, Pedro Oliveira, M. Salomé Duarte, Gilberto Martins, Paulo Novais
Using Deep Learning Models to Predict the Electrical Conductivity of the Influent in a Wastewater Treatment Plant. IDEAL (2023)
Ronald Andrew Stockwell, Andrea Corradini
A Machine Learning Approach to Predict Cyclists' Functional Threshold Power. IDEAL (2023)
Roberto C. Sotero, Jose Miguel Sanchez Bornot
Hebbian Learning-Guided Random Walks for Enhanced Community Detection in Correlation-Based Brain Networks. IDEAL (2023)
Songlin Yan, Xiujiao Chen, Xiaoying Tang, Xuebing Chi
Segmentation of Brachial Plexus Ultrasound Images Based on Modified SegNet Model. IDEAL (2023)
Asma Omri, Djamal Bensliamne, Mohamed Nazih Omri
A Probabilistic Approach: Querying Web Resources in the Presence of Uncertainty. IDEAL (2023)
Jair O. González, Rafael A. Berri, Giancarlo Lucca, Bruno Lopes Dalmazo, Eduardo N. Borges
Analyzing the Influence of Market Event Correction for Forecasting Stock Prices Using Recurrent Neural Networks. IDEAL (2023)
Javier Torregrosa, Ángel Panizo-LLedot, Sergio D'Antonio-Maceiras, David Camacho
Measuring the Relationship Between the Use of Typical Manosphere Discourse and the Engagement of a User with the Pick-Up Artist Community. IDEAL (2023)
Moncef Garouani, Mourad Bouneffa
Unlocking the Black Box: Towards Interactive Explainable Automated Machine Learning. IDEAL (2023)
Daniela L. Freire, Alex M. G. de Almeida, Márcio de Souza Dias, Adriano Rivolli, Fabíola S. F. Pereira, Giliard Almeida de Godoi, André C. P. L. F. de Carvalho
Threshold-Based Classification to Enhance Confidence in Open Set of Legal Texts. IDEAL (2023)
Renata Magalhães, Francisco Supino Marcondes, Dalila Durães, Paulo Novais
Emotion Extraction from Likert-Scale Questionnaires - - An Additional Dimension to Psychology Instruments -. IDEAL (2023)
Markus Weißflog, Peter Protzel, Peer Neubert
FETCH: A Memory-Efficient Replay Approach for Continual Learning in Image Classification. IDEAL (2023)
Carmen Lancho, Marcilio C. P. de Souto, Ana Carolina Lorena, Isaac Martín de Diego
Complexity-Driven Sampling for Bagging. IDEAL (2023)
Marco A. Peña-Cubillos, Antonio J. Tallón-Ballesteros
Instance Selection Techniques for Large Volumes of Data. IDEAL (2023)
Berry Blom, João L. M. Pereira
Domain Adaptation in Transformer Models: Question Answering of Dutch Government Policies. IDEAL (2023)
Catarina Costa, Carlos Abreu Ferreira
Modeling the Ink Tuning Process Using Machine Learning. IDEAL (2023)
José Pedro Carvalho, Orlando Belo, Anabela Barros
Extracting Automatically a Domain Ontology from the "Book of Properties" of the Archbishop's Table of Braga. IDEAL (2023)
Diego Garcés, Matilde Santos, David Fernández Llorca
Language Models for Automatic Distribution of Review Notes in Movie Production. IDEAL (2023)
Hyung-Jun Moon, Sung-Bae Cho
A Subgraph Embedded GIN with Attention for Graph Classification. IDEAL (2023)
Aakash Mishra, Jeremy Hsu, Frank D'Agostino, Utku Sirin, Stratos Idreos
Rapid and Low-Cost Evaluation of Multi-fidelity Scheduling Algorithms for Hyperparameter Optimization. IDEAL (2023)
Bruno Silva, Luiz Guerreiro Lopes
GPU-Based Acceleration of the Rao Optimization Algorithms: Application to the Solution of Large Systems of Nonlinear Equations. IDEAL (2023)
Junior Zilles, Eduardo N. Borges, Giancarlo Lucca, Cédric Marco-Detchart, Rafael A. Berri, Graçaliz Pereira Dimuro
Comparing Ranking Learning Algorithms for Information Retrieval Systems. IDEAL (2023)
N. P. García-de-la-Puente, Rocío del Amor, Fernando García-Torres, Adrián Colomer, Valery Naranjo
Unsupervised Defect Detection for Infrastructure Inspection. IDEAL (2023)
Jinane Radi, Abdelouahed Djebli, Jesús Enrique Sierra-García, Matilde Santos
Glide Ratio Optimization for Wind Turbine Airfoils Based on Genetic Algorithms. IDEAL (2023)

volume 14404, 2023

Intelligent Data Engineering and Automated Learning - IDEAL 2023 - 24th International Conference, Évora, Portugal, November 22-24, 2023, Proceedings IDEAL 14404 (2023)