Table of Contents

• Energy Complexity of Fully-Connected LayersJirí Síma, Jérémie Cabessa. 3-15 [doi]
• Low-Dimensional Space Modeling-Based Differential Evolution: A Scalability Perspective on bbob-largescale suiteThiago Henrique Lemos Fonseca, Silvia Modesto Nassar, Alexandre César Muniz de Oliveira, Bruno Agard. 16-28 [doi]
• Fair Empirical Risk Minimization RevisedDanilo Franco, Luca Oneto, Davide Anguita. 29-42 [doi]
• Scalable Convolutional Neural Networks for Decoding of Terminated Convolutional CodesWerner G. Teich, Weikun Pan. 43-54 [doi]
• Optimizing an IDS (Intrusion Detection System) by Means of Advanced MetaheuristicsAntonio Mora García, Maribel García Arenas, A. Romero-Horno, José Camacho-Páez, Pedro A. Castillo. 55-67 [doi]
• Iterative Graph Embedding and ClusteringArtem Oborevich, Ilya Makarov. 68-79 [doi]
• Boosting NSGA-II-Based Wrappers Speedup for High-Dimensional Data: Application to EEG ClassificationJuan Carlos Gómez-López, Daniel Castillo-Secilla, Dragi Kimovski, Jesús González 0001. 80-91 [doi]
• Extending Drift Detection Methods to Identify When Exactly the Change HappenedMarkus Vieth, Alexander Schulz 0001, Barbara Hammer. 92-104 [doi]
• Pedestrian Multi-object Tracking Algorithm Based on Attention Feature FusionYan Zhou, Zhennan Du, Dongli Wang. 105-118 [doi]
• Fairness-Enhancing Ensemble Classification in Water Distribution NetworksJanine Strotherm, Barbara Hammer. 119-133 [doi]
• Measuring Fairness with Biased Data: A Case Study on the Effects of Unsupervised Data in Fairness EvaluationSarah Schröder, Alexander Schulz 0001, Ivan Tarakanov, Robert Feldhans, Barbara Hammer. 134-145 [doi]
• Observe Locally, Classify Globally: Using GNNs to Identify Sparse Matrix StructureKhaled Abdelaal, Richard Veras. 149-161 [doi]
• Unsupervised Topic Modeling with BERTopic for Coarse and Fine-Grained News ClassificationMohamad Al Sayed, Adrian M. P. Brasoveanu, Lyndon J. B. Nixon, Arno Scharl. 162-174 [doi]
• Double Transfer Learning to Detect Lithium-Ion Batteries on X-Ray ImagesDavid Rohrschneider, Nermeen Abou Baker, Uwe Handmann. 175-188 [doi]
• MLFEN: Multi-scale Long-Distance Feature Extraction NetworkYuhua Wang, Yuhao Lian. 189-199 [doi]
• Comparison of Fourier Bases and Asymmetric Network Bases in the Bio-Inspired NetworksNaohiro Ishii, Kazunori Iwata 0001, Yuji Iwahori, Tokuro Matsuo. 200-210 [doi]
• Temporal Dynamics of Drowsiness Detection Using LSTM-Based ModelsRafael Silva, Lourenço Abrunhosa Rodrigues, André Lourenço, Hugo Plácido da Silva. 211-220 [doi]
• Fine-Tuned SqueezeNet Lightweight Model for Classifying Surface Defects in Hot-Rolled SteelFrancisco López de la Rosa, José L. Gómez-Sirvent, Lidia M. Belmonte, Rafael Morales 0001, Antonio Fernández-Caballero 0001. 221-233 [doi]
• Shot Boundary Detection with Augmented AnnotationsMiguel Jose Esteve Brotons, Jorge Carmona Blanco, Francisco Javier Lucendo, José García Rodríguez 0001. 234-250 [doi]
• 3D Human Body Models: Parametric and Generative Methods ReviewNahuel Emiliano Garcia-D'Urso, Pablo Ramon Guevara, Jorge Azorín López, Andrés Fuster Guilló. 251-262 [doi]
• Deep Learning Recommendation System for Stock Market InvestmentsMichal Parzyszek, Stanislaw Osowski. 263-275 [doi]
• Minimal Optimal Region Generation for Enhanced Object Detection in Aerial Images Using Super-Resolution and Convolutional Neural NetworksIván García Aguilar, Lipika Deka, Rafael Marcos Luque Baena, Enrique Domínguez, Ezequiel López-Rubio. 276-287 [doi]
• Long-Term Hail Risk Assessment with Deep Neural NetworksMikhail Mozikov, Ivan Lukyanenko, Ilya Makarov, Alexander Bulkin, Yury Maximov. 288-301 [doi]
• Video Scene Segmentation Based on Triplet Loss RankingMiguel Jose Esteve Brotons, Jorge Carmona Blanco, Francisco Javier Lucendo, José García Rodríguez 0001. 302-315 [doi]
• A Model for Classifying Emergency Events Based on Social Media Multimodal DataZhenhua Wu, Liangyu Chen, Yuantao Song. 316-327 [doi]
• A Performance Evaluation of Lightweight Deep Learning Approaches for Bird RecognitionDmitrij Teterja, José García Rodríguez 0001, Jorge Azorín López, Esther Sebastian-Gonzalez, Srdjan Krco, Dejan Drajic, Dejan Vukobratovic. 328-339 [doi]
• Classification of Subjectively Evaluated Images with Self-Enforcing Networks Using Reference Types, and a Cue Validity FactorChristina Klüver, Jürgen Klüver. 340-352 [doi]
• Advanced Home-Based Diabetes Monitoring System: Initial Real-World ExperiencesDavid Díaz-Jiménez, José Luis López Ruiz, Alicia Montoro-Lendínez, Jesús González Lama, Macarena Espinilla Estévez. 353-364 [doi]
• On Comparing Early and Late Fusion MethodsLuis Manuel Pereira, Addisson Salazar, Luis Vergara. 365-378 [doi]
• A Scalable Binary Neural Associative Memory on FPGAMarius Kortekamp, Sarah Pilz, Jens Hagemeyer, Ulrich Rückert 0001. 381-393 [doi]
• STANN - Synthesis Templates for Artificial Neural Network Inference and TrainingMarc Rothmann, Mario Porrmann. 394-405 [doi]
• Digit Recognition Using Spiking Neural Networks on FPGAShamini Koravuna, Sanaullah, Thorsten Jungeblut, Ulrich Rückert 0001. 406-417 [doi]
• Brain Tumor Segmentation Using Ensemble Deep Neural Networks with MRI ImagesMiri Weiss-Cohen. 421-432 [doi]
• Denoising Low-Dose CT Images Using Noise2Noise and Evaluation of HyperparametersOr Man, Miri Weiss-Cohen. 433-447 [doi]
• SIA-SMOTE: A SMOTE-Based Oversampling Method with Better Interpolation on High-Dimensional Data by Using a Siamese NetworkRahmat Izwan Heroza, John Q. Gan, Haider Raza. 448-460 [doi]
• On the Use of First and Second Derivative Approximations for Biometric Online Signature RecognitionMarcos Faúndez-Zanuy, Moisés Díaz. 461-472 [doi]
• A Deep Transfer Learning Approach to Support Opportunistic Wearable Activity RecognitionOresti Banos, David Gil, Javier Medina 0001, Adrian Sanchez, Claudia Villalonga. 473-482 [doi]
• Random Ensemble of Extended CNN Structures for Medical Image RecognitionBartosz Swiderski, Stanislaw Osowski, Jaroslaw Kurek, Cezary Chudobinski. 483-493 [doi]
• Bioinspired Reinforcement Learning Control for a Biomimetic Artificial Muscle PairMichele Foggetti, Silvia Tolu. 494-504 [doi]
• Energy-Aware KNN for EEG Classification: A Case Study in Heterogeneous PlatformsJuan José Escobar, Francisco Rodríguez, Rukiye Savran Kiziltepe, Beatriz Prieto, Dragi Kimovski, Andrés Ortiz 0001, Miguel Damas. 505-516 [doi]
• A Deep Neural Network for G-Quadruplexes Binding Proteins ClassificationFrancesco Di Luzio, Alessandro Paiardini, Federica Colonnese, Antonello Rosato, Massimo Panella. 517-528 [doi]
• Identification of Benign Tumor Masses Using Deep Learning Techniques Based on Semantic SegmentationMohamed El-Khatib, Oana Mihaela Teodor, Dan Popescu 0002, Loretta Ichim. 529-540 [doi]
• A Generalized Deep Learning Model for Multi-disease Chest X-Ray DiagnosticsNabit A. Bajwa, Kedar Bajwa, Muhammad Faique Shakeel, Atif Rana, Kashif Haqqi, Suleiman Ali Khan. 541-552 [doi]
• Towards the Identification of Multiclass Lung Cancer-Related Genes: An Evolutionary and Intelligent ProcedureJuan Carlos Gómez-López, Daniel Castillo-Secilla, Jesús González 0001, Luis Javier Herrera, Ignacio Rojas. 553-562 [doi]
• Prediction of Blood Glucose Levels in Patients with Type 1 Diabetes via LSTM Neural NetworksCiro Rodriguez-Leon, Oresti Banos, Oscar Fernandez Mora, Alex Martinez Bedmar, Fernando Rufo Jimenez, Claudia Villalonga. 563-573 [doi]
• Photovoltaic Energy Prediction Using Machine Learning TechniquesGonzalo Surribas Sayago, Jose David Fernández Rodriguez, Enrique Domínguez. 577-587 [doi]
• Analysis of the Effect of the Time Interval Between Samples on the Solar ForecastingCarlos M. Travieso-González, Alejandro Pinan-Roescher. 588-600 [doi]
• Time Series Classification of Electroencephalography DataAiden Rushbrooke, Jordan Tsigarides, Saber Sami, Anthony J. Bagnall. 601-613 [doi]
• Acid Sulfate Soils Classification and Prediction from Environmental Covariates Using Extreme Learning MachinesTamirat Atsemegiorgis, Leonardo Espinosa Leal, Amaury Lendasse, Stefan Mattbäck, Kaj-Mikael Björk, Anton Akusok. 614-625 [doi]
• Deep Learning-Based Approach for Sleep Apnea Detection Using Physiological SignalsA. R. Troncoso-García, M. Martínez-Ballesteros, Francisco Martínez-Álvarez, Alicia Troncoso Lora. 626-637 [doi]
• Deep Learning for the Analysis of Solar Radiation Prediction with Different Time Horizons and Data Acquisition FrequenciesCarlos M. Travieso-González, Alejandro Pinan-Roescher. 638-653 [doi]
• Random Forests Model for HVAC System Fault Detection in Hotel BuildingsIva Matetic, Ivan Stajduhar, Igor Wolf, Darko Palaic, Sandi Ljubic. 654-665 [doi]
• Time Series Forecasting with Quantum Neural NetworksManuel P. Cuéllar, Maria del Carmen Pegalajar, Luis G. Baca Ruíz, Carlos Cano Gutierrez. 666-677 [doi]
• Intra- and All-Day PV Power Forecasting Using Expansion PDE Models Composed of the L-Transform Components in Nodes of Step-by-Step Evolved Polynomial Binary-NetsLadislav Zjavka, Václav Snásel. 678-689 [doi]
• Ensemble of Randomized Neural Networks with STD Decomposition for Forecasting Time Series with Complex SeasonalityGrzegorz Dudek. 690-702 [doi]