IWANN (1)

Publications

2023

Iva Matetic, Ivan Stajduhar, Igor Wolf, Darko Palaic, Sandi Ljubic
Random Forests Model for HVAC System Fault Detection in Hotel Buildings. IWANN (1) (2023)
Janine Strotherm, Barbara Hammer
Fairness-Enhancing Ensemble Classification in Water Distribution Networks. IWANN (1) (2023)
Francisco López de la Rosa, José L. Gómez-Sirvent, Lidia M. Belmonte, Rafael Morales, Antonio Fernández-Caballero
Fine-Tuned SqueezeNet Lightweight Model for Classifying Surface Defects in Hot-Rolled Steel. IWANN (1) (2023)
Michele Foggetti, Silvia Tolu
Bioinspired Reinforcement Learning Control for a Biomimetic Artificial Muscle Pair. IWANN (1) (2023)
Antonio Mora García, Maribel García Arenas, A. Romero-Horno, José Camacho-Páez, Pedro A. Castillo
Optimizing an IDS (Intrusion Detection System) by Means of Advanced Metaheuristics. IWANN (1) (2023)
Ciro Rodriguez-Leon, Oresti Banos, Oscar Fernandez Mora, Alex Martinez Bedmar, Fernando Rufo Jimenez, Claudia Villalonga
Prediction of Blood Glucose Levels in Patients with Type 1 Diabetes via LSTM Neural Networks. IWANN (1) (2023)
Rahmat Izwan Heroza, John Q. Gan, Haider Raza
SIA-SMOTE: A SMOTE-Based Oversampling Method with Better Interpolation on High-Dimensional Data by Using a Siamese Network. IWANN (1) (2023)
A. R. Troncoso-García, M. Martínez-Ballesteros, Francisco Martínez-Álvarez, Alicia Troncoso Lora
Deep Learning-Based Approach for Sleep Apnea Detection Using Physiological Signals. IWANN (1) (2023)
Grzegorz Dudek
Ensemble of Randomized Neural Networks with STD Decomposition for Forecasting Time Series with Complex Seasonality. IWANN (1) (2023)
Mikhail Mozikov, Ivan Lukyanenko, Ilya Makarov, Alexander Bulkin, Yury Maximov
Long-Term Hail Risk Assessment with Deep Neural Networks. IWANN (1) (2023)
Juan Carlos Gómez-López, Daniel Castillo-Secilla, Dragi Kimovski, Jesús González
Boosting NSGA-II-Based Wrappers Speedup for High-Dimensional Data: Application to EEG Classification. IWANN (1) (2023)
Carlos M. Travieso-González, Alejandro Pinan-Roescher
Analysis of the Effect of the Time Interval Between Samples on the Solar Forecasting. IWANN (1) (2023)
Markus Vieth, Alexander Schulz, Barbara Hammer
Extending Drift Detection Methods to Identify When Exactly the Change Happened. IWANN (1) (2023)
Marcos Faúndez-Zanuy, Moisés Díaz
On the Use of First and Second Derivative Approximations for Biometric Online Signature Recognition. IWANN (1) (2023)
Dmitrij Teterja, José García Rodríguez, Jorge Azorín López, Esther Sebastian-Gonzalez, Srdjan Krco, Dejan Drajic, Dejan Vukobratovic
A Performance Evaluation of Lightweight Deep Learning Approaches for Bird Recognition. IWANN (1) (2023)
Gonzalo Surribas Sayago, Jose David Fernández Rodriguez, Enrique Domínguez
Photovoltaic Energy Prediction Using Machine Learning Techniques. IWANN (1) (2023)
Rafael Silva, Lourenço Abrunhosa Rodrigues, André Lourenço, Hugo Plácido da Silva
Temporal Dynamics of Drowsiness Detection Using LSTM-Based Models. IWANN (1) (2023)
Thiago Henrique Lemos Fonseca, Silvia Modesto Nassar, Alexandre César Muniz de Oliveira, Bruno Agard
Low-Dimensional Space Modeling-Based Differential Evolution: A Scalability Perspective on bbob-largescale suite. IWANN (1) (2023)
Yan Zhou, Zhennan Du, Dongli Wang
Pedestrian Multi-object Tracking Algorithm Based on Attention Feature Fusion. IWANN (1) (2023)
Marius Kortekamp, Sarah Pilz, Jens Hagemeyer, Ulrich Rückert
A Scalable Binary Neural Associative Memory on FPGA. IWANN (1) (2023)
Danilo Franco, Luca Oneto, Davide Anguita
Fair Empirical Risk Minimization Revised. IWANN (1) (2023)
Khaled Abdelaal, Richard Veras
Observe Locally, Classify Globally: Using GNNs to Identify Sparse Matrix Structure. IWANN (1) (2023)
Christina Klüver, Jürgen Klüver
Classification of Subjectively Evaluated Images with Self-Enforcing Networks Using Reference Types, and a Cue Validity Factor. IWANN (1) (2023)
Carlos M. Travieso-González, Alejandro Pinan-Roescher
Deep Learning for the Analysis of Solar Radiation Prediction with Different Time Horizons and Data Acquisition Frequencies. IWANN (1) (2023)
Juan Carlos Gómez-López, Daniel Castillo-Secilla, Jesús González, Luis Javier Herrera, Ignacio Rojas
Towards the Identification of Multiclass Lung Cancer-Related Genes: An Evolutionary and Intelligent Procedure. IWANN (1) (2023)
David Rohrschneider, Nermeen Abou Baker, Uwe Handmann
Double Transfer Learning to Detect Lithium-Ion Batteries on X-Ray Images. IWANN (1) (2023)
David Díaz-Jiménez, José Luis López Ruiz, Alicia Montoro-Lendínez, Jesús González Lama, Macarena Espinilla Estévez
Advanced Home-Based Diabetes Monitoring System: Initial Real-World Experiences. IWANN (1) (2023)
Manuel P. Cuéllar, Maria del Carmen Pegalajar, Luis G. Baca Ruíz, Carlos Cano Gutierrez
Time Series Forecasting with Quantum Neural Networks. IWANN (1) (2023)
Ladislav Zjavka, Václav Snásel
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-Nets. IWANN (1) (2023)
Nahuel Emiliano Garcia-D'Urso, Pablo Ramon Guevara, Jorge Azorín López, Andrés Fuster Guilló
3D Human Body Models: Parametric and Generative Methods Review. IWANN (1) (2023)
Marc Rothmann, Mario Porrmann
STANN - Synthesis Templates for Artificial Neural Network Inference and Training. IWANN (1) (2023)
Tamirat Atsemegiorgis, Leonardo Espinosa Leal, Amaury Lendasse, Stefan Mattbäck, Kaj-Mikael Björk, Anton Akusok
Acid Sulfate Soils Classification and Prediction from Environmental Covariates Using Extreme Learning Machines. IWANN (1) (2023)
Artem Oborevich, Ilya Makarov
Iterative Graph Embedding and Clustering. IWANN (1) (2023)
Oresti Banos, David Gil, Javier Medina, Adrian Sanchez, Claudia Villalonga
A Deep Transfer Learning Approach to Support Opportunistic Wearable Activity Recognition. IWANN (1) (2023)
Michal Parzyszek, Stanislaw Osowski
Deep Learning Recommendation System for Stock Market Investments. IWANN (1) (2023)
Jirí Síma, Jérémie Cabessa
Energy Complexity of Fully-Connected Layers. IWANN (1) (2023)
Shamini Koravuna, Sanaullah, Thorsten Jungeblut, Ulrich Rückert
Digit Recognition Using Spiking Neural Networks on FPGA. IWANN (1) (2023)
Luis Manuel Pereira, Addisson Salazar, Luis Vergara
On Comparing Early and Late Fusion Methods. IWANN (1) (2023)
ZhenHua Wu, Liangyu Chen, YuanTao Song
A Model for Classifying Emergency Events Based on Social Media Multimodal Data. IWANN (1) (2023)
Werner G. Teich, Weikun Pan
Scalable Convolutional Neural Networks for Decoding of Terminated Convolutional Codes. IWANN (1) (2023)
Iván García Aguilar, Lipika Deka, Rafael Marcos Luque Baena, Enrique Domínguez, Ezequiel López-Rubio
Minimal Optimal Region Generation for Enhanced Object Detection in Aerial Images Using Super-Resolution and Convolutional Neural Networks. IWANN (1) (2023)
Miguel Jose Esteve Brotons, Jorge Carmona Blanco, Francisco Javier Lucendo, José García Rodríguez
Shot Boundary Detection with Augmented Annotations. IWANN (1) (2023)
Francesco Di Luzio, Alessandro Paiardini, Federica Colonnese, Antonello Rosato, Massimo Panella
A Deep Neural Network for G-Quadruplexes Binding Proteins Classification. IWANN (1) (2023)
Nabit A. Bajwa, Kedar Bajwa, Muhammad Faique Shakeel, Atif Rana, Kashif Haqqi, Suleiman Ali Khan
A Generalized Deep Learning Model for Multi-disease Chest X-Ray Diagnostics. IWANN (1) (2023)
Mohamed El-Khatib, Oana Mihaela Teodor, Dan Popescu, Loretta Ichim
Identification of Benign Tumor Masses Using Deep Learning Techniques Based on Semantic Segmentation. IWANN (1) (2023)
Juan José Escobar, Francisco Rodríguez, Rukiye Savran Kiziltepe, Beatriz Prieto, Dragi Kimovski, Andrés Ortiz, Miguel Damas
Energy-Aware KNN for EEG Classification: A Case Study in Heterogeneous Platforms. IWANN (1) (2023)
Mohamad Al Sayed, Adrian M. P. Brasoveanu, Lyndon J. B. Nixon, Arno Scharl
Unsupervised Topic Modeling with BERTopic for Coarse and Fine-Grained News Classification. IWANN (1) (2023)
Miguel Jose Esteve Brotons, Jorge Carmona Blanco, Francisco Javier Lucendo, José García Rodríguez
Video Scene Segmentation Based on Triplet Loss Ranking. IWANN (1) (2023)
Or Man, Miri Weiss-Cohen
Denoising Low-Dose CT Images Using Noise2Noise and Evaluation of Hyperparameters. IWANN (1) (2023)

volume 14134, 2023

Advances in Computational Intelligence - 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19-21, 2023, Proceedings, Part I IWANN (1) 14134 (2023)