Abstract is missing.
- Skipped Nonsynaptic Backpropagation for Interval-valued Long-term Cognitive NetworksMabel Frias, Gonzalo Nápoles, Yaima Filiberto, Rafael Bello 0001, Koen Vanhoof. 3-14 [doi]
- Cross-target Stance Classification as Domain AdaptationMatheus Camasmie Pavan, Ivandré Paraboni. 15-25 [doi]
- Impact of Loss Function in Deep Learning Methods for Accurate Retinal Vessel SegmentationDaniela Herrera, Gilberto Ochoa-Ruiz, Miguel González-Mendoza 0001, Christian Stephan-Otto, Christian Mata. 26-37 [doi]
- Embedded Implementation of the Hypersphere Neural Network for Energy Consumption MonitoringJesús Alfredo García-Limón, Juan Pablo Serrano Rubio, Rafael Herrera Guzmán, Luz Maria Rodriguez-Vidal, Cesar Manuel Hernández-Mendoza. 38-51 [doi]
- MACFE: A Meta-learning and Causality Based Feature Engineering FrameworkIván Reyes-Amezcua, Daniel Flores-Araiza, Gilberto Ochoa-Ruiz, Andres Mendez-Vazquez, Eduardo Rodriguez-Tello. 52-65 [doi]
- Time Series Forecasting with Quantum Machine Learning ArchitecturesMayra Alejandra Rivera-Ruiz, Andres Mendez-Vazquez, José Mauricio López-Romero. 66-82 [doi]
- Explainable Model of Credit Risk Assessment Based on Convolutional Neural NetworksCarlos Cardenas-Ruiz, Andres Mendez-Vazquez, Luis M. Ramirez-Solis. 83-96 [doi]
- Reinforcement Learning with Success Induced Task PrioritizationMaria Nesterova, Alexey Skrynnik, Aleksandr Panov. 97-107 [doi]
- Cooperative Chaotic Exploration with UAVs Combining Pheromone Dispersion and Hopfield Chaotic Neural NetworkJonathan Daniel Díaz-Muñoz, Israel Cruz-Vega, Esteban Tlelo-Cuatle. 108-122 [doi]
- Machine Learning-Based Decision Making in Evolutionary Multiobjective ClusteringAarón Leonardo Sánchez-Martínez, Mario Garza-Fabre, Ricardo Landa Becerra, Edwin Aldana-Bobadilla. 123-137 [doi]
- RBF Neural Network Based on FT-Windows for Auto-Tunning PID ControllerO. F. Garcia Castro, Luis Enrique Ramos Velasco, Mario Alejandro Vega Navarrete, Rodolfo García-Rodríguez, Carlos Roberto Domínguez Mayorga, Enrique Escamilla Hernández, Luz Noé Oliva-Moreno. 138-149 [doi]
- Pursuing the Deep-Learning-Based Classification of Exposed and Imagined Colors from EEGAlejandro Antonio Torres García, Jesús S. García-Salinas, Luis Villaseñor Pineda. 150-160 [doi]
- Data Stream Mining for Dynamic Student ModelingMaría Yesenia Zavaleta-Sánchez, Edgard Benítez-Guerrero. 161-172 [doi]
- CESAMMO: Categorical Encoding by Statistical Applied Multivariable ModelingEric Valdez-Valenzuela, Angel Kuri-Morales, Helena Gómez-Adorno. 173-182 [doi]
- Heart Failure Disease Prediction Using Machine Learning ModelsPaola Tiburcio, Victor Guerrero, Hiram Ponce. 183-191 [doi]
- Classification of Flood Warnings Applying a Convolutional Neural NetworkOscar-Alejandro García-Trujillo, Luis Carlos Sandoval Herazo, Eddy Sánchez-Delacruz, Raymundo González Moreno. 192-203 [doi]
- Machine Learning Techniques in Credit Default PredictionEmmanuel Malagon, Daniel Troncoso, Andres Rubio, Hiram Ponce. 204-211 [doi]
- Convolutional and Dense ANN for Cloud Kinetics Forecasting Using Satellite ImagesMónica Borunda, Adrián Ramírez, Raul Garduño Ramírez, Gerardo Ruiz, Sergio Hernandez, O. A. Jaramillo. 212-224 [doi]
- The Role of the Number of Examples in Convolutional Neural Networks with Hebbian LearningFernando Aguilar-Canto, Hiram Calvo. 225-238 [doi]
- Vision-Based Gesture Recognition for Smart Light SwitchingHiram Olivera-García, Jorge Cervantes-Ojeda, María del Carmen Gómez Fuentes. 241-248 [doi]
- On the Generalization Capabilities of FSL Methods Through Domain Adaptation: A Case Study in Endoscopic Kidney Stone Image ClassificationMauricio Mendez-Ruiz, Francisco Lopez-Tiro, Daniel Flores-Araiza, Jonathan El Beze, Gilberto Ochoa-Ruiz, Miguel González-Mendoza 0001, Jacques Hubert, Andres Mendez-Vazquez, Christian Daul. 249-263 [doi]
- A Novel Hybrid Endoscopic Dataset for Evaluating Machine Learning-Based Photometric Image Enhancement ModelsCarlos Axel Garcia-Vega, Ricardo Espinosa, Gilberto Ochoa-Ruiz, Thomas Bazin, Luis Falcón-Morales, Dominique Lamarque, Christian Daul. 267-281 [doi]
- Comparison of Automatic Prostate Zones Segmentation Models in MRI Images Using U-net-like ArchitecturesPablo Cesar Quihui-Rubio, Gilberto Ochoa-Ruiz, Miguel González-Mendoza 0001, Gerardo Rodriguez-Hernandez, Christian Mata. 282-296 [doi]
- Towards an Interpretable Model for Automatic Classification of Endoscopy ImagesRogelio García-Aguirre, Luis Torres-Treviño, Eva María Navarro-López, José Alberto González-González. 297-307 [doi]
- Reversible Image Authentication Scheme with Tampering Reconstruction Based on Very Deep Super Resolution NetworkG. Melendez-Melendez, René Cumplido. 308-326 [doi]
- Improving Artifact Detection in Endoscopic Video Frames Using Deep Learning TechniquesPedro Esteban Chavarrias-Solano, Mansoor Ali Teevno, Gilberto Ochoa-Ruiz, Sharib Ali. 327-338 [doi]
- White Blood Cell Detection and Classification in Blood Smear Images Using a One-Stage Object Detector and Similarity LearningAtoany Nazareth Fierro-Radilla, Monica Larre Bolaños Cacho, Karina Ruby Perez-Daniel, Armando Arredondo Valle, Carlos Alberto López Figueroa, Gibran Benitez-Garcia. 339-351 [doi]
- Towards a Complete Multi-agent Pathfinding Algorithm for Large AgentsStepan Dergachev, Konstantin S. Yakovlev. 355-367 [doi]
- Analysis of the Anytime MAPF Solvers Based on the Combination of Conflict-Based Search (CBS) and Focal Search (FS)Ilya Ivanashev, Anton Andreychuk, Konstantin S. Yakovlev. 368-382 [doi]
- Studying Special Operators for the Application of Evolutionary Algorithms in the Seek of Optimal Boolean Functions for CryptographySara Mandujano, Juan Carlos Ku-Cauich, Adriana Lara. 383-396 [doi]
- Unification of Source-Code Re-Use Similarity MeasuresRené Arnulfo García-Hernández, Yulia Ledeneva, Ángel Hernández-Castañeda, Gabriela Villada Ramírez. 397-409 [doi]
- Considerations in the Incremental Hypervolume Algorithm of the WFGRaquel Hernández Gómez, Jesús Guillermo Falcón-Cardona, Carlos A. Coello Coello. 410-422 [doi]
- A Hybrid Hyperheuristic Approach for the Containership Stowage Problem Considering the Ship StabilityPaula Hernández Hernández, Laura Cruz Reyes, Patricia Melin, Norberto Castillo-García, Claudia Guadalupe Gómez Santillán. 423-433 [doi]
- Mathematical Optimization Model for Raw Sugar Unloading Delay from Harbor to Storage SilosSidi Mohamed Douiri. 434-445 [doi]