Table of Contents

• Optimization of Image Acquisition for Earth Observation Satellites via Quantum ComputingAntón Makarov, Márcio M. Taddei, Eneko Osaba, Giacomo Franceschetto, Esther Villar-Rodriguez, Izaskun Oregi. 3-14 [doi]
• Complexity-Driven Sampling for BaggingCarmen Lancho, Marcilio C. P. de Souto, Ana Carolina Lorena, Isaac Martín de Diego. 15-21 [doi]
• A Pseudo-Label Guided Hybrid Approach for Unsupervised Domain AdaptationEva Blanco-Mallo, Verónica Bolón-Canedo, Beatriz Remeseiro. 22-27 [doi]
• Combining of Markov Random Field and Convolutional Neural Networks for Hyper/Multispectral Image ClassificationHalil Mertkan Sahin, Bruce Grieve, Hujun Yin. 28-38 [doi]
• Plant Disease Detection and Classification Using a Deep Learning-Based FrameworkMridul Ghosh, Asifuzzaman Lasker, Poushali Banerjee, Anindita Manna, Sk Md Obaidullah, Teresa Gonçalves 0001, Kaushik Roy 0004. 39-50 [doi]
• Evaluating Text Classification in the Legal Domain Using BERT EmbeddingsJosé Alfredo F. Costa, Nielsen Castelo D. Dantas, Esdras Daniel S. A. Silva. 51-63 [doi]
• Rapid and Low-Cost Evaluation of Multi-fidelity Scheduling Algorithms for Hyperparameter OptimizationAakash Mishra, Jeremy Hsu, Frank D'Agostino, Utku Sirin, Stratos Idreos. 64-69 [doi]
• The Applicability of Federated Learning to Official StatisticsJoshua Stock, Oliver Hauke, Julius Weißmann, Hannes Federrath. 70-81 [doi]
• Generating Wildfire Heat Maps with Twitter and BERTJoão Cabral Pinto, Hugo Gonçalo Oliveira, Alberto Cardoso, Catarina Silva 0001. 82-94 [doi]
• An Urban Simulator Integrated with a Genetic Algorithm for Efficient Traffic Light CoordinationCarlos H. Cubillas, Mariano Banquiero, Juan M. Alberola, Víctor Sánchez-Anguix, Vicente Julián, Vicent J. Botti. 95-106 [doi]
• GPU-Based Acceleration of the Rao Optimization Algorithms: Application to the Solution of Large Systems of Nonlinear EquationsBruno Silva, Luiz Guerreiro Lopes. 107-119 [doi]
• Direct Determination of Operational Value-at-Risk Using Descriptive StatisticsPeter Mitic. 120-129 [doi]
• Using Deep Learning Models to Predict the Electrical Conductivity of the Influent in a Wastewater Treatment PlantJoão Pereira, Pedro Oliveira, M. Salomé Duarte, Gilberto Martins, Paulo Novais. 130-141 [doi]
• Unsupervised Defect Detection for Infrastructure InspectionN. P. García-de-la-Puente, Rocío del Amor, Fernando García-Torres, Adrián Colomer, Valery Naranjo. 142-153 [doi]
• Generating Adversarial Examples Using LADSneha Chauhan, Loreen Mahmoud, Tanay Sheth, Sugata Gangopadhyay, Aditi Kar Gangopadhyay. 154-165 [doi]
• Emotion Extraction from Likert-Scale Questionnaires - - An Additional Dimension to Psychology Instruments -Renata Magalhães, Francisco Supino Marcondes, Dalila Durães, Paulo Novais. 166-176 [doi]
• Recent Applications of Pre-aggregation FunctionsGiancarlo Lucca, Cédric Marco-Detchart, Graçaliz Pereira Dimuro, Jaime Andres Rincon, Vicente Julián. 177-185 [doi]
• A Probabilistic Approach: Querying Web Resources in the Presence of UncertaintyAsma Omri, Djamal Bensliamne, Mohamed-Nazih Omri. 186-195 [doi]
• Domain Adaptation in Transformer Models: Question Answering of Dutch Government PoliciesBerry Blom, João L. M. Pereira. 196-208 [doi]
• Sustainable On-Street Parking Mapping with Deep Learning and Airborne ImageryBashini K. Mahaarachchi, Sarel Cohen, Bodo Bookhagen, Vanja Doskoc, Tobias Friedrich 0001. 209-221 [doi]
• Hebbian Learning-Guided Random Walks for Enhanced Community Detection in Correlation-Based Brain NetworksRoberto C. Sotero, Jose Miguel Sanchez Bornot. 222-232 [doi]
• Extracting Automatically a Domain Ontology from the "Book of Properties" of the Archbishop's Table of BragaJosé Pedro Carvalho, Orlando Belo, Anabela Barros. 233-244 [doi]
• Language Models for Automatic Distribution of Review Notes in Movie ProductionDiego Garcés, Matilde Santos 0001, David Fernández Llorca. 245-256 [doi]
• Extracting Knowledge from Incompletely Known ModelsAlejandro D. Peribáñez, Alberto Fernández-Isabel, Isaac Martín de Diego, Andrea Condado, Javier M. Moguerza. 257-268 [doi]
• Threshold-Based Classification to Enhance Confidence in Open Set of Legal TextsDaniela 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. 269-280 [doi]
• Comparing Ranking Learning Algorithms for Information Retrieval SystemsJunior Zilles, Eduardo N. Borges, Giancarlo Lucca, Cédric Marco-Detchart, Rafael A. Berri, Graçaliz Pereira Dimuro. 281-289 [doi]
• Analyzing the Influence of Market Event Correction for Forecasting Stock Prices Using Recurrent Neural NetworksJair O. González, Rafael A. Berri, Giancarlo Lucca, Bruno Lopes Dalmazo, Eduardo N. Borges. 290-302 [doi]
• Measuring the Relationship Between the Use of Typical Manosphere Discourse and the Engagement of a User with the Pick-Up Artist CommunityJavier Torregrosa, Ángel Panizo-LLedot, Sergio D'Antonio-Maceiras, David Camacho. 303-310 [doi]
• Uniform Design of Experiments for Equality ConstraintsFabian Schneider, Ralph J. Hellmig, Oliver Nelles. 311-322 [doi]
• Globular Cluster Detection in M33 Using Multiple Views Representation LearningTaned Singlor, Phonphrm Thawatdamrongkit, Prapaporn Techa-angkoon, Chutipong Suwannajak, Jakramate Bootkrajang. 323-331 [doi]
• Segmentation of Brachial Plexus Ultrasound Images Based on Modified SegNet ModelSonglin Yan, Xiujiao Chen, Xiaoying Tang 0001, Xuebing Chi. 332-344 [doi]
• Unsupervised Online Event Ranking for IT OperationsTiago Costa Mendes, André Azevedo Barata, Miguel Pereira, João Mendes-Moreira 0001, Rui Camacho, Ricardo Teixeira Sousa. 345-355 [doi]
• A Subgraph Embedded GIN with Attention for Graph ClassificationHyung-Jun Moon, Sung-Bae Cho. 356-367 [doi]
• A Machine Learning Approach to Predict Cyclists' Functional Threshold PowerRonald Andrew Stockwell, Andrea Corradini. 368-380 [doi]
• Combining Regular Expressions and Supervised Algorithms for Clinical Text ClassificationChristopher A. Flores, Rodrigo Verschae. 381-392 [doi]
• Modeling the Ink Tuning Process Using Machine LearningCatarina Costa, Carlos Abreu Ferreira. 393-405 [doi]
• Depth and Width Adaption of DNN for Data Stream Classification with Concept DriftsXingzhi Zhou, Xiang Liu, Yimin Wen. 406-417 [doi]
• FETCH: A Memory-Efficient Replay Approach for Continual Learning in Image ClassificationMarkus Weißflog, Peter Protzel, Peer Neubert. 418-430 [doi]
• Enhanced SVM-SMOTE with Cluster Consistency for Imbalanced Data ClassificationTajul Miftahushudur, Halil Mertkan Sahin, Bruce Grieve, Hujun Yin. 431-441 [doi]
• Preliminary Study on Unexploded Ordnance Classification in Underwater Environment Based on the Raw Magnetometry DataMarcin Blachnik, Piotr Sciegienka, Daniel Dabrowski. 442-447 [doi]
• Efficient Model for Probabilistic Web Resources Under UncertaintyAsma Omri, Djamal Benslimane, Mohamed-Nazih Omri. 448-457 [doi]
• Unlocking the Black Box: Towards Interactive Explainable Automated Machine LearningMoncef Garouani, Mourad Bouneffa. 458-469 [doi]
• Machine Learning for Time Series Forecasting Using State Space ModelsJose Miguel Sanchez Bornot, Roberto C. Sotero. 470-482 [doi]
• Causal Graph Discovery for Explainable Insights on Marine Biotoxin Shellfish ContaminationDiogo Ribeiro, Filipe Ferraz, Marta B. Lopes, Susana Rodrigues, Pedro R. Costa, Susana Vinga, Alexandra M. Carvalho. 483-494 [doi]
• Adaptative Fuzzy Measure for Edge DetectionCédric Marco-Detchart, Giancarlo Lucca, Graçaliz Pereira Dimuro, Jaime Andres Rincon, Vicente Julián. 497-505 [doi]
• Prediction and Uncertainty Estimation in Power Curves of Wind Turbines Using ε-SVRMiguel Ángel García-Vaca, Jesús Enrique Sierra-García, Matilde Santos 0001. 509-517 [doi]
• Glide Ratio Optimization for Wind Turbine Airfoils Based on Genetic AlgorithmsJinane Radi, Abdelouahed Djebli, Jesús Enrique Sierra-García, Matilde Santos 0001. 518-526 [doi]
• Detecting Image Forgery Using Support Vector Machine and Texture FeaturesGarrett Greiner, Eva Tuba. 529-537 [doi]
• Instance Selection Techniques for Large Volumes of DataMarco A. Peña-Cubillos, Antonio J. Tallón-Ballesteros. 538-546 [doi]