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ORCID24th IDEAL 2023: Évora, Portugal
- Paulo Quaresma
, David Camacho, Hujun Yin, Teresa Gonçalves, Vicente Julián, Antonio J. Tallón-Ballesteros:
Intelligent Data Engineering and Automated Learning - IDEAL 2023 - 24th International Conference, Évora, Portugal, November 22-24, 2023, Proceedings. Lecture Notes in Computer Science 14404, Springer 2023, ISBN 978-3-031-48231-1
Main Track
- 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. 3-14 - Carmen Lancho, Marcilio C. P. de Souto, Ana Carolina Lorena, Isaac Martín de Diego:
Complexity-Driven Sampling for Bagging. 15-21 - Eva Blanco-Mallo, Verónica Bolón-Canedo, Beatriz Remeseiro:
A Pseudo-Label Guided Hybrid Approach for Unsupervised Domain Adaptation. 22-27 - Halil Mertkan Sahin, Bruce Grieve, Hujun Yin:
Combining of Markov Random Field and Convolutional Neural Networks for Hyper/Multispectral Image Classification. 28-38 - 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. 39-50 - José Alfredo F. Costa, Nielsen Castelo D. Dantas, Esdras Daniel S. A. Silva:
Evaluating Text Classification in the Legal Domain Using BERT Embeddings. 51-63 - Aakash Mishra, Jeremy Hsu, Frank D'Agostino, Utku Sirin, Stratos Idreos:
Rapid and Low-Cost Evaluation of Multi-fidelity Scheduling Algorithms for Hyperparameter Optimization. 64-69 - Joshua Stock, Oliver Hauke, Julius Weißmann, Hannes Federrath:
The Applicability of Federated Learning to Official Statistics. 70-81 - João Cabral Pinto, Hugo Gonçalo Oliveira, Alberto Cardoso, Catarina Silva:
Generating Wildfire Heat Maps with Twitter and BERT. 82-94 - 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. 95-106 - Bruno Silva, Luiz Guerreiro Lopes:
GPU-Based Acceleration of the Rao Optimization Algorithms: Application to the Solution of Large Systems of Nonlinear Equations. 107-119 - Peter Mitic:
Direct Determination of Operational Value-at-Risk Using Descriptive Statistics. 120-129 - 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. 130-141 - N. P. García-de-la-Puente, Rocío del Amor, Fernando García-Torres, Adrián Colomer, Valery Naranjo:
Unsupervised Defect Detection for Infrastructure Inspection. 142-153 - Sneha Chauhan, Loreen Mahmoud, Tanay Sheth, Sugata Gangopadhyay, Aditi Kar Gangopadhyay:
Generating Adversarial Examples Using LAD. 154-165 - Renata Magalhães, Francisco Supino Marcondes, Dalila Durães, Paulo Novais:
Emotion Extraction from Likert-Scale Questionnaires - - An Additional Dimension to Psychology Instruments -. 166-176 - Giancarlo Lucca, Cédric Marco-Detchart, Graçaliz Pereira Dimuro, Jaime Andres Rincon, Vicente Julián:
Recent Applications of Pre-aggregation Functions. 177-185 - Asma Omri, Djamal Bensliamne, Mohamed Nazih Omri:
A Probabilistic Approach: Querying Web Resources in the Presence of Uncertainty. 186-195 - Berry Blom, João L. M. Pereira:
Domain Adaptation in Transformer Models: Question Answering of Dutch Government Policies. 196-208 - Bashini K. Mahaarachchi, Sarel Cohen, Bodo Bookhagen, Vanja Doskoc, Tobias Friedrich:
Sustainable On-Street Parking Mapping with Deep Learning and Airborne Imagery. 209-221 - Roberto C. Sotero, Jose Miguel Sanchez Bornot:
Hebbian Learning-Guided Random Walks for Enhanced Community Detection in Correlation-Based Brain Networks. 222-232 - José Pedro Carvalho, Orlando Belo, Anabela Barros:
Extracting Automatically a Domain Ontology from the "Book of Properties" of the Archbishop's Table of Braga. 233-244 - Diego Garcés, Matilde Santos, David Fernández Llorca:
Language Models for Automatic Distribution of Review Notes in Movie Production. 245-256 - Alejandro D. Peribáñez, Alberto Fernández-Isabel, Isaac Martín de Diego, Andrea Condado, Javier M. Moguerza:
Extracting Knowledge from Incompletely Known Models. 257-268 - Daniela L. Freire, Alex Marino Gonçalves 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. 269-280 - Junior Zilles, Eduardo N. Borges, Giancarlo Lucca, Cédric Marco-Detchart, Rafael A. Berri, Graçaliz Pereira Dimuro:
Comparing Ranking Learning Algorithms for Information Retrieval Systems. 281-289 - 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. 290-302 - 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. 303-310 - Fabian Schneider, Ralph J. Hellmig, Oliver Nelles:
Uniform Design of Experiments for Equality Constraints. 311-322 - Taned Singlor, Phonphrm Thawatdamrongkit, Prapaporn Techa-angkoon, Chutipong Suwannajak, Jakramate Bootkrajang:
Globular Cluster Detection in M33 Using Multiple Views Representation Learning. 323-331 - Songlin Yan, Xiujiao Chen, Xiaoying Tang, Xuebing Chi:
Segmentation of Brachial Plexus Ultrasound Images Based on Modified SegNet Model. 332-344 - Tiago Costa Mendes, André Azevedo Barata, Miguel Pereira, João Mendes-Moreira, Rui Camacho, Ricardo Teixeira Sousa:
Unsupervised Online Event Ranking for IT Operations. 345-355 - Hyung-Jun Moon, Sung-Bae Cho:
A Subgraph Embedded GIN with Attention for Graph Classification. 356-367 - Ronald Andrew Stockwell, Andrea Corradini:
A Machine Learning Approach to Predict Cyclists' Functional Threshold Power. 368-380 - Christopher A. Flores, Rodrigo Verschae:
Combining Regular Expressions and Supervised Algorithms for Clinical Text Classification. 381-392 - Catarina Costa, Carlos Abreu Ferreira:
Modeling the Ink Tuning Process Using Machine Learning. 393-405 - Xingzhi Zhou, Xiang Liu, YiMin Wen:
Depth and Width Adaption of DNN for Data Stream Classification with Concept Drifts. 406-417 - Markus Weißflog, Peter Protzel, Peer Neubert:
FETCH: A Memory-Efficient Replay Approach for Continual Learning in Image Classification. 418-430 - Tajul Miftahushudur, Halil Mertkan Sahin, Bruce Grieve, Hujun Yin:
Enhanced SVM-SMOTE with Cluster Consistency for Imbalanced Data Classification. 431-441 - Marcin Blachnik, Piotr Sciegienka, Daniel Dabrowski:
Preliminary Study on Unexploded Ordnance Classification in Underwater Environment Based on the Raw Magnetometry Data. 442-447 - Asma Omri, Djamal Benslimane, Mohamed Nazih Omri:
Efficient Model for Probabilistic Web Resources Under Uncertainty. 448-457 - Moncef Garouani, Mourad Bouneffa:
Unlocking the Black Box: Towards Interactive Explainable Automated Machine Learning. 458-469 - Jose Miguel Sanchez Bornot, Roberto C. Sotero:
Machine Learning for Time Series Forecasting Using State Space Models. 470-482 - Diogo Ribeiro, Filipe Ferraz, Marta B. Lopes, Susana Rodrigues, Pedro Reis Costa, Susana Vinga, Alexandra M. Carvalho:
Causal Graph Discovery for Explainable Insights on Marine Biotoxin Shellfish Contamination. 483-494
Special Session on Federated Learning and (Pre) Aggregation in Machine Learning
- Cédric Marco-Detchart, Giancarlo Lucca, Graçaliz Pereira Dimuro, Jaime Andres Rincon, Vicente Julián:
Adaptative Fuzzy Measure for Edge Detection. 497-505
Special Session on Intelligent Techniques for Real-World Applications of Renewable Energy and Green Transport
- Miguel Ángel García-Vaca, Jesús Enrique Sierra-García, Matilde Santos:
Prediction and Uncertainty Estimation in Power Curves of Wind Turbines Using ε-SVR. 509-517 - Jinane Radi, Abdelouahed Djebli, Jesús Enrique Sierra-García, Matilde Santos:
Glide Ratio Optimization for Wind Turbine Airfoils Based on Genetic Algorithms. 518-526
Special Session on Data Selection in Machine Learning
- Garrett Greiner, Eva Tuba:
Detecting Image Forgery Using Support Vector Machine and Texture Features. 529-537 - Marco A. Peña-Cubillos, Antonio J. Tallón-Ballesteros:
Instance Selection Techniques for Large Volumes of Data. 538-546
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