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Viewing Publication 1 - 100 from 2595

2023

Observe Locally, Classify Globally: Using GNNs to Identify Sparse Matrix StructureKhaled Abdelaal, Richard Veras. iwann 2023: 149-161 [doi]

Phenotype Discrimination Based on Pressure Signals by Transfer Learning ApproachesMarina Aguilar-Moreno, Manuel Graña. iwann 2023: 145-156 [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. iwann 2023: 276-287 [doi]

Deep Learning Approaches Applied to MRI and PET Image Classification of Kidney Tumours: A Systematic ReviewSandra Amador, José Perona, Claudia Villalonga, Jorge Azorin, Oresti Banos, David Gil. iwann 2023: 254-265 [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. iwann 2023: 614-625 [doi]

An Approach to Predicting Social Events via Dailies TrackingRenata Avros, Dan Lemberg, Elena V. Ravve, Zeev Volkovich. iwann 2023: 280-291 [doi]

A Dictionary-Based Approach to Time Series Ordinal ClassificationRafael Ayllón-Gavilán, David Guijo-Rubio, Pedro Antonio Gutiérrez, César Hervás-Martínez. iwann 2023: 541-552 [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. iwann 2023: 541-552 [doi]

Towards a Voxelized Semantic Representation of the Workspace of Mobile RobotsAntonio-Jesús Banegas-Luna, José-Raúl Ruiz-Sarmiento, Gregorio Ambrosio-Cestero, Javier González Jiménez. iwann 2023: 194-205 [doi]

A Deep Transfer Learning Approach to Support Opportunistic Wearable Activity RecognitionOresti Banos, David Gil, Javier Medina 0001, Adrian Sanchez, Claudia Villalonga. iwann 2023: 473-482 [doi]

Evaluating the Performance of Explanation Methods on Ordinal Regression CNN ModelsJavier Barbero-Gómez, Ricardo Cruz, Jaime S. Cardoso 0001, Pedro Antonio Gutiérrez, César Hervás-Martínez. iwann 2023: 529-540 [doi]

Implementation of a Neural Network for the Recognition of Emotional States by Social Robots, Using 'OhBot'Natalia Bartosiak, Adam Galuszka, Martyna Wojnar. iwann 2023: 181-193 [doi]

Designing a Fault Detection System for Wind Turbine Control Monitoring Using CEPEnrique Brazález, Gregorio Díaz 0001, Hermenegilda Macià, Valentín Valero. iwann 2023: 304-314 [doi]

Shot Boundary Detection with Augmented AnnotationsMiguel Jose Esteve Brotons, Jorge Carmona Blanco, Francisco Javier Lucendo, José García Rodríguez 0001. iwann 2023: 234-250 [doi]

Video Scene Segmentation Based on Triplet Loss RankingMiguel Jose Esteve Brotons, Jorge Carmona Blanco, Francisco Javier Lucendo, José García Rodríguez 0001. iwann 2023: 302-315 [doi]

TM-SNN: Threshold Modulated Spiking Neural Network for Multi-task LearningPaolo Gabriel Cachi, Sebastián Ventura Soto, Krzysztof J. Cios. iwann 2023: 653-663 [doi]

Fast Convolutional Analysis of Task-Based fMRI Data for ADHD DetectionFederica Colonnese, Francecso Di Luzio, Antonello Rosato, Massimo Panella. iwann 2023: 364-375 [doi]

Time Series Forecasting with Quantum Neural NetworksManuel P. Cuéllar, Maria del Carmen Pegalajar, Luis G. Baca Ruíz, Carlos Cano Gutierrez. iwann 2023: 666-677 [doi]

NOSpcimen: A First Approach to Unsupervised Discarding of Empty Photo Trap ImagesDavid de la Rosa, Antonio Álvarez, Ramón Pérez, Germán Garrote, Antonio J. Rivera, María José del Jesus, Francisco Charte. iwann 2023: 39-51 [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. iwann 2023: 221-233 [doi]

CauSim: A Causal Learning Framework for Fine-Grained Image SimilarityHichem Debbi. iwann 2023: 27-38 [doi]

Halyomorpha Halys Detection in Orchard from UAV Images Using Convolutional Neural NetworksAlexandru Dinca, Dan Popescu 0002, Cristina Maria Pinotti, Loretta Ichim, Lorenzo Palazzetti, Nicoleta Angelescu. iwann 2023: 315-326 [doi]

Ensemble of Randomized Neural Networks with STD Decomposition for Forecasting Time Series with Complex SeasonalityGrzegorz Dudek. iwann 2023: 690-702 [doi]

Effective Black Box Adversarial Attack with Handcrafted KernelsPetr Dvorácek, Petr Hurtík, Petra Stevuliáková. iwann 2023: 169-180 [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. iwann 2023: 353-364 [doi]

Identification of Benign Tumor Masses Using Deep Learning Techniques Based on Semantic SegmentationMohamed El-Khatib, Oana Mihaela Teodor, Dan Popescu 0002, Loretta Ichim. iwann 2023: 529-540 [doi]

AATiENDe: Automatic ATtention Evaluation on a Non-invasive DeviceFélix Escalona, Francisco Gomez-Donoso, Francisco Morillas-Espejo, Monica Pina-Navarro, Luis Marquez-Carpintero, Miguel Cazorla. iwann 2023: 157-168 [doi]

On the Use of First and Second Derivative Approximations for Biometric Online Signature RecognitionMarcos Faúndez-Zanuy, Moisés Díaz. iwann 2023: 461-472 [doi]

On Stability Assessment Using the WalkIT Smart RollatorManuel Fernández-Carmona, Joaquín Ballesteros, Jesús M. Gómez de Gabriel, Cristina Urdiales. iwann 2023: 376-387 [doi]

Bioinspired Reinforcement Learning Control for a Biomimetic Artificial Muscle PairMichele Foggetti, Silvia Tolu. iwann 2023: 494-504 [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. iwann 2023: 16-28 [doi]

Fair Empirical Risk Minimization RevisedDanilo Franco, Luca Oneto, Davide Anguita. iwann 2023: 29-42 [doi]

Event-Based Classification of Defects in Civil Infrastructures with Artificial and Spiking Neural NetworksUdayanga K. N. G. W. Gamage, Luca Zanatta, Matteo Fumagalli 0001, Cesar Cadena 0001, Silvia Tolu. iwann 2023: 629-640 [doi]

3D Human Body Models: Parametric and Generative Methods ReviewNahuel Emiliano Garcia-D'Urso, Pablo Ramon Guevara, Jorge Azorín López, Andrés Fuster Guilló. iwann 2023: 251-262 [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. iwann 2023: 55-67 [doi]

Prediction of Transportation Orders in Logistics Based on LSTM: Cargo TaxiTomasz Grzejszczak, Adam Galuszka, Jaroslaw Smieja, Marek Harasny, Maciej Zalwert. iwann 2023: 403-410 [doi]

SpikeBALL: Neuromorphic Dataset for Object TrackingMaria De La Paz Guerrero-Lebrero, Fernando M. Quintana, Elisa Guerrero. iwann 2023: 641-652 [doi]

Event-Based Regression with Spiking NetworksElisa Guerrero, Fernando M. Quintana, Maria De La Paz Guerrero-Lebrero. iwann 2023: 617-628 [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. iwann 2023: 553-562 [doi]

Offline Substitution Machine Learning Model for the Prediction of Fitness of GA-ARMLeila Hamdad, Cylia Laoufi, Rima Amirat, Karima Benatchba, Souhila Sadeg. iwann 2023: 130-142 [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. iwann 2023: 448-460 [doi]

Comparison of Fourier Bases and Asymmetric Network Bases in the Bio-Inspired NetworksNaohiro Ishii, Kazunori Iwata 0001, Yuji Iwahori, Tokuro Matsuo. iwann 2023: 200-210 [doi]

Embedded Temporal Feature Selection for Time Series Forecasting Using Deep LearningM. J. Jiménez-Navarro, María Martínez-Ballesteros, Francisco Martínez-Álvarez, Gualberto Asencio Cortés. iwann 2023: 15-26 [doi]

Classification of Subjectively Evaluated Images with Self-Enforcing Networks Using Reference Types, and a Cue Validity FactorChristina Klüver, Jürgen Klüver. iwann 2023: 340-352 [doi]

Efficient Transformer for Video SummarizationTatiana Kolmakova, Ilya Makarov. iwann 2023: 52-65 [doi]

Digit Recognition Using Spiking Neural Networks on FPGAShamini Koravuna, Sanaullah, Thorsten Jungeblut, Ulrich Rückert 0001. iwann 2023: 406-417 [doi]

A Scalable Binary Neural Associative Memory on FPGAMarius Kortekamp, Sarah Pilz, Jens Hagemeyer, Ulrich Rückert 0001. iwann 2023: 381-393 [doi]

Driver's Condition Detection System Using Multimodal Imaging and Machine Learning AlgorithmsPaulina Leszczelowska, Maria Bollin, Karol Lempkowski, Mateusz Zak, Jacek Ruminski. iwann 2023: 66-78 [doi]

Comparison of ANN and SVR for State of Charge Regression Evaluating EIS SpectraAndre Loechte, Jan-Ole Thranow, Felix Winters, Andreas Heller, Peter Glösekötter. iwann 2023: 269-279 [doi]

A Deep Neural Network for G-Quadruplexes Binding Proteins ClassificationFrancesco Di Luzio, Alessandro Paiardini, Federica Colonnese, Antonello Rosato, Massimo Panella. iwann 2023: 517-528 [doi]

Denoising Low-Dose CT Images Using Noise2Noise and Evaluation of HyperparametersOr Man, Miri Weiss-Cohen. iwann 2023: 433-447 [doi]

Toward Early Stopping Detection for Non-binary c-VEP-Based BCIs: A Pilot StudyVíctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero. iwann 2023: 580-590 [doi]

Random Forests Model for HVAC System Fault Detection in Hotel BuildingsIva Matetic, Ivan Stajduhar, Igor Wolf, Darko Palaic, Sandi Ljubic. iwann 2023: 654-665 [doi]

SlideGCN: Slightly Deep Graph Convolutional Network for Multilingual Sentiment AnalysisEl Mahdi Mercha, Houda Benbrahim, Mohammed Erradi. iwann 2023: 91-103 [doi]

Unsupervised Clustering at the Service of Automatic Anomaly Detection in Industry 4.0Dylan Molinié, Kurosh Madani, Véronique Amarger. iwann 2023: 435-450 [doi]

Long-Term Hail Risk Assessment with Deep Neural NetworksMikhail Mozikov, Ivan Lukyanenko, Ilya Makarov, Alexander Bulkin, Yury Maximov. iwann 2023: 288-301 [doi]

Data Analysis and Generation in the ENVELLINT Longitudinal Study to Determine Loss of Functionality in Elderly PeopleJohn Nelson, Jordi Ollé, Xavier Parra, Carlos Pérez-López, Oscar Macho-Pérez, Marta Arroyo-Huidobro, Andreu Català. iwann 2023: 388-399 [doi]

Iterative Graph Embedding and ClusteringArtem Oborevich, Ilya Makarov. iwann 2023: 68-79 [doi]

Chemistry-Wise Augmentations for Molecule Graph Self-supervised Representation LearningEvgeniia Ondar, Ilya Makarov. iwann 2023: 327-336 [doi]

Deep Learning Recommendation System for Stock Market InvestmentsMichal Parzyszek, Stanislaw Osowski. iwann 2023: 263-275 [doi]

On Comparing Early and Late Fusion MethodsLuis Manuel Pereira, Addisson Salazar, Luis Vergara. iwann 2023: 365-378 [doi]

LAPUSKA: Fast Image Super-Resolution via LAPlacian UpScale Knowledge AlignmentAleksei Pokoev, Ilya Makarov. iwann 2023: 241-253 [doi]

Ordinal Classification Approach for Donor-Recipient Matching in Liver Transplantation with Circulatory Death DonorsMarcos Rivera-Gavilán, Víctor Manuel Vargas, Pedro Antonio Gutiérrez, Javier Briceño, César Hervás-Martínez, David Guijo-Rubio. iwann 2023: 517-528 [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. iwann 2023: 563-573 [doi]

Double Transfer Learning to Detect Lithium-Ion Batteries on X-Ray ImagesDavid Rohrschneider, Nermeen Abou Baker, Uwe Handmann. iwann 2023: 175-188 [doi]

Advances in Computational Intelligence - 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19-21, 2023, Proceedings, Part IIIgnacio Rojas, Gonzalo Joya, Andreu Català, editors, Volume 14135 of Lecture Notes in Computer Science, Springer, 2023. [doi]

Advances in Computational Intelligence - 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19-21, 2023, Proceedings, Part IIgnacio Rojas, Gonzalo Joya, Andreu Català, editors, Volume 14134 of Lecture Notes in Computer Science, Springer, 2023. [doi]

STANN - Synthesis Templates for Artificial Neural Network Inference and TrainingMarc Rothmann, Mario Porrmann. iwann 2023: 394-405 [doi]

ECG Hearbeat Classification Based on Multi-scale Convolutional Neural NetworksOndrej Rozinek, Petr Dolezel. iwann 2023: 352-363 [doi]

Time Series Classification of Electroencephalography DataAiden Rushbrooke, Jordan Tsigarides, Saber Sami, Anthony J. Bagnall. iwann 2023: 601-613 [doi]

Bit-Wise Reconstruction of Non-binary Visual Stimulation Patterns from EEG Using Deep Learning: A Promising Alternative for User-Friendly High-Speed c-VEP-Based BCIsEduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Roberto Hornero. iwann 2023: 603-614 [doi]

Photovoltaic Energy Prediction Using Machine Learning TechniquesGonzalo Surribas Sayago, Jose David Fernández Rodriguez, Enrique Domínguez. iwann 2023: 577-587 [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. iwann 2023: 162-174 [doi]

Temporal Dynamics of Drowsiness Detection Using LSTM-Based ModelsRafael Silva, Lourenço Abrunhosa Rodrigues, André Lourenço, Hugo Plácido da Silva. iwann 2023: 211-220 [doi]

Toward Machine's Artificial Aesthetic Perception: Could Machines Appreciate the Beauty?Mohand Tahar Soualah, Fatemeh Saveh, Kurosh Madani. iwann 2023: 104-117 [doi]

Intersection over Union with Smoothing for Bounding Box RegressionPetra Stevuliáková, Petr Hurtík. iwann 2023: 206-216 [doi]

Random Ensemble of Extended CNN Structures for Medical Image RecognitionBartosz Swiderski, Stanislaw Osowski, Jaroslaw Kurek, Cezary Chudobinski. iwann 2023: 483-493 [doi]

Energy Complexity of Fully-Connected LayersJirí Síma, Jérémie Cabessa. iwann 2023: 3-15 [doi]

Scalable Convolutional Neural Networks for Decoding of Terminated Convolutional CodesWerner G. Teich, Weikun Pan. iwann 2023: 43-54 [doi]

Data Fusion for Prediction of Variations in Students GradesRenata Teixeira, Francisco Supino Marcondes, Henrique Lima, Dalila Durães, Paulo Novais. iwann 2023: 292-303 [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. iwann 2023: 328-339 [doi]

Effects of Stimulus Sequences on Brain-Computer Interfaces Using Code-Modulated Visual Evoked Potentials: An Offline SimulationJordy Thielen. iwann 2023: 555-568 [doi]

Predicting Wildfires in the Caribbean Using Multi-source Satellite Data and Deep LearningJosé F. Torres, S. Valencia, Francisco Martínez-Álvarez, N. Hoyos. iwann 2023: 3-14 [doi]

Analysis of the Effect of the Time Interval Between Samples on the Solar ForecastingCarlos M. Travieso-González, Alejandro Pinan-Roescher. iwann 2023: 588-600 [doi]

Deep Learning for the Analysis of Solar Radiation Prediction with Different Time Horizons and Data Acquisition FrequenciesCarlos M. Travieso-González, Alejandro Pinan-Roescher. iwann 2023: 638-653 [doi]

Deep Learning-Based Approach for Sleep Apnea Detection Using Physiological SignalsA. R. Troncoso-García, M. Martínez-Ballesteros, Francisco Martínez-Álvarez, Alicia Troncoso Lora. iwann 2023: 626-637 [doi]

Efficient Blind Image Super-ResolutionOlga Vais, Ilya Makarov. iwann 2023: 229-240 [doi]

Replacing Goniophotometer with Camera and U-Net with Hypercolumn Rescale BlockMarek Vajgl, Petr Hurtík. iwann 2023: 423-434 [doi]

A Novel Approach to Jominy Profile Prediction Based on 1D Convolutional Neural Networks and Autoencoders that Supports Transfer LearningMarco Vannucci, Valentina Colla. iwann 2023: 491-502 [doi]

Gramian Angular and Markov Transition Fields Applied to Time Series Ordinal ClassificationVíctor Manuel Vargas, Rafael Ayllón-Gavilán, Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez, César Hervás-Martínez, David Guijo-Rubio. iwann 2023: 505-516 [doi]

Gender Influence on cVEP-Based BCI PerformanceIvan Volosyak, Foluke Adepoju, Piotr Stawicki, Paul Rulffs, Atilla Cantürk, Lisa Henke. iwann 2023: 591-602 [doi]

On-Line Authenticity Verification of a Biometric Signature Using Dynamic Time Warping Method and Neural NetworksKrzysztof Walentukiewicz, Albert Masiak, Aleksandra Galka, Justyna Jelinska, Michal Lech. iwann 2023: 79-90 [doi]

MLFEN: Multi-scale Long-Distance Feature Extraction NetworkYuhua Wang, Yuhao Lian. iwann 2023: 189-199 [doi]

X-ELM: A Fast Explainability Approach for Extreme Learning MachinesBrandon Warner, Edward R. Ratner, Amaury Lendasse. iwann 2023: 411-422 [doi]

Brain Tumor Segmentation Using Ensemble Deep Neural Networks with MRI ImagesMiri Weiss-Cohen. iwann 2023: 421-432 [doi]

Detection and Visualization of User Facial ExpressionsMartyna Wojnar, Tomasz Grzejszczak, Natalia Bartosiak. iwann 2023: 118-129 [doi]

A Model for Classifying Emergency Events Based on Social Media Multimodal DataZhenhua Wu, Liangyu Chen, Yuantao Song. iwann 2023: 316-327 [doi]

Artificial Vision Technique to Detect and Classify Cocoa BeansLuis Zhinin-Vera, Jonathan Zhiminaicela-Cabrera, Elena Pretel, Pamela Suárez, Oscar Chang, Francesc Anton Castro, Francisco López de la Rosa. iwann 2023: 217-228 [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. iwann 2023: 678-689 [doi]

Evaluation of Visual Parameters to Control a Visual ERP-BCI Under Single-Trial ClassificationÁlvaro Fernández-Rodríguez, Ricardo Ron-Angevin, Francisco Velasco-Álvarez, Jaime Diaz Pineda, Théodore Letouzé, Jean-Marc André. iwann 2023: 569-579 [doi]

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