| 2023 | A Machine Learning Approach to Predict Cyclists' Functional Threshold Power. Ronald Andrew Stockwell, Andrea Corradini |
| 2023 | A Probabilistic Approach: Querying Web Resources in the Presence of Uncertainty. Asma Omri, Djamal Bensliamne, Mohamed Nazih Omri |
| 2023 | A Pseudo-Label Guided Hybrid Approach for Unsupervised Domain Adaptation. Eva Blanco-Mallo, Verónica Bolón-Canedo, Beatriz Remeseiro |
| 2023 | A Subgraph Embedded GIN with Attention for Graph Classification. Hyung-Jun Moon, Sung-Bae Cho |
| 2023 | Adaptative Fuzzy Measure for Edge Detection. Cédric Marco-Detchart, Giancarlo Lucca, Graçaliz Pereira Dimuro, Jaime Andres Rincon, Vicente Julián |
| 2023 | An Urban Simulator Integrated with a Genetic Algorithm for Efficient Traffic Light Coordination. Carlos H. Cubillas, Mariano Banquiero, Juan M. Alberola, Víctor Sánchez-Anguix, Vicente Julián, Vicent J. Botti |
| 2023 | Analyzing the Influence of Market Event Correction for Forecasting Stock Prices Using Recurrent Neural Networks. Jair O. González, Rafael A. Berri, Giancarlo Lucca, Bruno Lopes Dalmazo, Eduardo N. Borges |
| 2023 | Causal Graph Discovery for Explainable Insights on Marine Biotoxin Shellfish Contamination. Diogo Ribeiro, Filipe Ferraz, Marta B. Lopes, Susana Rodrigues, Pedro Reis Costa, Susana Vinga, Alexandra M. Carvalho |
| 2023 | Combining Regular Expressions and Supervised Algorithms for Clinical Text Classification. Christopher A. Flores, Rodrigo Verschae |
| 2023 | Combining of Markov Random Field and Convolutional Neural Networks for Hyper/Multispectral Image Classification. Halil Mertkan Sahin, Bruce Grieve, Hujun Yin |
| 2023 | Comparing Ranking Learning Algorithms for Information Retrieval Systems. Junior Zilles, Eduardo N. Borges, Giancarlo Lucca, Cédric Marco-Detchart, Rafael A. Berri, Graçaliz Pereira Dimuro |
| 2023 | Complexity-Driven Sampling for Bagging. Carmen Lancho, Marcilio C. P. de Souto, Ana Carolina Lorena, Isaac Martín de Diego |
| 2023 | Depth and Width Adaption of DNN for Data Stream Classification with Concept Drifts. Xingzhi Zhou, Xiang Liu, Yimin Wen |
| 2023 | Detecting Image Forgery Using Support Vector Machine and Texture Features. Garrett Greiner, Eva Tuba |
| 2023 | Direct Determination of Operational Value-at-Risk Using Descriptive Statistics. Peter Mitic |
| 2023 | Domain Adaptation in Transformer Models: Question Answering of Dutch Government Policies. Berry Blom, João L. M. Pereira |
| 2023 | Efficient Model for Probabilistic Web Resources Under Uncertainty. Asma Omri, Djamal Benslimane, Mohamed Nazih Omri |
| 2023 | Emotion Extraction from Likert-Scale Questionnaires - - An Additional Dimension to Psychology Instruments -. Renata Magalhães, Francisco Supino Marcondes, Dalila Durães, Paulo Novais |
| 2023 | Enhanced SVM-SMOTE with Cluster Consistency for Imbalanced Data Classification. Tajul Miftahushudur, Halil Mertkan Sahin, Bruce Grieve, Hujun Yin |
| 2023 | Evaluating Text Classification in the Legal Domain Using BERT Embeddings. José Alfredo F. Costa, Nielsen Castelo D. Dantas, Esdras Daniel S. A. Silva |
| 2023 | Extracting Automatically a Domain Ontology from the "Book of Properties" of the Archbishop's Table of Braga. José Pedro Carvalho, Orlando Belo, Anabela Barros |
| 2023 | Extracting Knowledge from Incompletely Known Models. Alejandro D. Peribáñez, Alberto Fernández-Isabel, Isaac Martín de Diego, Andrea Condado, Javier M. Moguerza |
| 2023 | FETCH: A Memory-Efficient Replay Approach for Continual Learning in Image Classification. Markus Weißflog, Peter Protzel, Peer Neubert |
| 2023 | GPU-Based Acceleration of the Rao Optimization Algorithms: Application to the Solution of Large Systems of Nonlinear Equations. Bruno Silva, Luiz Guerreiro Lopes |
| 2023 | Generating Adversarial Examples Using LAD. Sneha Chauhan, Loreen Mahmoud, Tanay Sheth, Sugata Gangopadhyay, Aditi Kar Gangopadhyay |
| 2023 | Generating Wildfire Heat Maps with Twitter and BERT. João Cabral Pinto, Hugo Gonçalo Oliveira, Alberto Cardoso, Catarina Silva |
| 2023 | Glide Ratio Optimization for Wind Turbine Airfoils Based on Genetic Algorithms. Jinane Radi, Abdelouahed Djebli, Jesús Enrique Sierra-García, Matilde Santos |
| 2023 | Globular Cluster Detection in M33 Using Multiple Views Representation Learning. Taned Singlor, Phonphrm Thawatdamrongkit, Prapaporn Techa-angkoon, Chutipong Suwannajak, Jakramate Bootkrajang |
| 2023 | Hebbian Learning-Guided Random Walks for Enhanced Community Detection in Correlation-Based Brain Networks. Roberto C. Sotero, Jose Miguel Sanchez Bornot |
| 2023 | Instance Selection Techniques for Large Volumes of Data. Marco A. Peña-Cubillos, Antonio J. Tallón-Ballesteros |
| 2023 | Intelligent Data Engineering and Automated Learning - IDEAL 2023 - 24th International Conference, Évora, Portugal, November 22-24, 2023, Proceedings Paulo Quaresma, David Camacho, Hujun Yin, Teresa Gonçalves, Vicente Julián, Antonio J. Tallón-Ballesteros |
| 2023 | Language Models for Automatic Distribution of Review Notes in Movie Production. Diego Garcés, Matilde Santos, David Fernández Llorca |
| 2023 | Machine Learning for Time Series Forecasting Using State Space Models. Jose Miguel Sanchez Bornot, Roberto C. Sotero |
| 2023 | Measuring the Relationship Between the Use of Typical Manosphere Discourse and the Engagement of a User with the Pick-Up Artist Community. Javier Torregrosa, Ángel Panizo-LLedot, Sergio D'Antonio-Maceiras, David Camacho |
| 2023 | Modeling the Ink Tuning Process Using Machine Learning. Catarina Costa, Carlos Abreu Ferreira |
| 2023 | Optimization of Image Acquisition for Earth Observation Satellites via Quantum Computing. Antón Makarov, Márcio M. Taddei, Eneko Osaba, Giacomo Franceschetto, Esther Villar-Rodriguez, Izaskun Oregi |
| 2023 | Plant Disease Detection and Classification Using a Deep Learning-Based Framework. Mridul Ghosh, Asifuzzaman Lasker, Poushali Banerjee, Anindita Manna, Sk Md Obaidullah, Teresa Gonçalves, Kaushik Roy |
| 2023 | Prediction and Uncertainty Estimation in Power Curves of Wind Turbines Using ε-SVR. Miguel Ángel García-Vaca, Jesús Enrique Sierra-García, Matilde Santos |
| 2023 | Preliminary Study on Unexploded Ordnance Classification in Underwater Environment Based on the Raw Magnetometry Data. Marcin Blachnik, Piotr Sciegienka, Daniel Dabrowski |
| 2023 | Rapid and Low-Cost Evaluation of Multi-fidelity Scheduling Algorithms for Hyperparameter Optimization. Aakash Mishra, Jeremy Hsu, Frank D'Agostino, Utku Sirin, Stratos Idreos |
| 2023 | Recent Applications of Pre-aggregation Functions. Giancarlo Lucca, Cédric Marco-Detchart, Graçaliz Pereira Dimuro, Jaime Andres Rincon, Vicente Julián |
| 2023 | Segmentation of Brachial Plexus Ultrasound Images Based on Modified SegNet Model. Songlin Yan, Xiujiao Chen, Xiaoying Tang, Xuebing Chi |
| 2023 | Sustainable On-Street Parking Mapping with Deep Learning and Airborne Imagery. Bashini K. Mahaarachchi, Sarel Cohen, Bodo Bookhagen, Vanja Doskoc, Tobias Friedrich |
| 2023 | The Applicability of Federated Learning to Official Statistics. Joshua Stock, Oliver Hauke, Julius Weißmann, Hannes Federrath |
| 2023 | Threshold-Based Classification to Enhance Confidence in Open Set of Legal Texts. 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 |
| 2023 | Uniform Design of Experiments for Equality Constraints. Fabian Schneider, Ralph J. Hellmig, Oliver Nelles |
| 2023 | Unlocking the Black Box: Towards Interactive Explainable Automated Machine Learning. Moncef Garouani, Mourad Bouneffa |
| 2023 | Unsupervised Defect Detection for Infrastructure Inspection. Natalia P. García-de-la-Puente, Rocío del Amor, Fernando García-Torres, Adrián Colomer, Valery Naranjo |
| 2023 | Unsupervised Online Event Ranking for IT Operations. Tiago Costa Mendes, André Azevedo Barata, Miguel Pereira, João Mendes-Moreira, Rui Camacho, Ricardo Teixeira Sousa |
| 2023 | Using Deep Learning Models to Predict the Electrical Conductivity of the Influent in a Wastewater Treatment Plant. João Pereira, Pedro Oliveira, M. Salomé Duarte, Gilberto Martins, Paulo Novais |