Bioinspired Intelligent Systems: From Robotics and Computer Vision to Trustworthy Applications

.- "Machine Learning in Computer Vision and Robotics (MLCVR)".

.- Interactive Pressure Ulcer Segmentation: A Point-Prompted DeepLabV3+ Approach.
.- Is it real? A Mixed Reality experience about Depersonalization and Derealization.
.- MetaNav: A Bio-Inspired Meta-Imitation Learning Framework for Robotic Visual Semantic Navigation.
.- Automatic screening of invasive coronary angiography images using Swin Transformer.
.- Generalizable 3D Glioblastoma Segmentation from Single-Sequence T1-GD MRI.
.- A Standardized Multimodal Dataset Recording Protocol for Early Cognitive Impairment Screening.
.- Contrast-Focused Preprocessing for Skin Lesion Segmentation and Classification.
.- Evaluating Long Short-Term Memory Autoencoders for Vehicle Hijacking Detection on Unified Heterogeneous Datasets.
.- Autonomous Localization and Navigation for Quadruped Robots in Outdoor Pedestrian Environments.
.- Impact of Preprocessing Algorithms on Deep Learning-driven Stenosis Classification in Invasive Coronary Angiography.
.- Benchmarking PointNet++ and RandLA-Net for Urban Furniture Segmentation with Consumer-Grade LiDAR: A Pilot Study.
.- Dealing with the feature distribution of mammogram images by means of GAN architectures when using multiple datasets.
.- Real-Time GPU-Accelerated Assistive Navigation Using Meta Aria Smart Glasses.

.- "Robotics".

.- A Green Computing Approach for Sustainable Robotic Task Planning using Knowledge Graphs.
.- Head-Level Structural Collapse for Scalable Preferred Semantics in Norm-Based Robotic Reasoning.
.- A Motivational Approach Towards Resilient Industrial Robots.
.- Integrating Large Language Models for Explainable Human-Machine Teaming in Autonomous Vehicles.
.- Heterogeneous multi-robot team hybrid coordination architecture for missions in dynamic maritime environments.

.- "Bio-Inspired Computing Approaches (BICA)".

.- Clustering the Latent Space in Variational Autoencoders for Image Generation.
.- Evolutionary algorithms for a routing problem with electric vehicles and zone prices.
.- Memetic Algorithm for the Scientific Workflow Scheduling Problem with a Disk-Network-Computation model.
.- Non-dominated Sorting Genetic Programming for solving a Bi-objective Bin Packing Problem.
.- Valuated Multiset Reaction Systems With Maximal Evolution.
.- Solving the 3L-CVRP via Sparrow Search with NBC-Based Adaptive Parameter Control.
.- A CNN-based approach to the reverse Game of Life problem.
.- Quantum-Classical Hybrid Genetic Evolutionary Algorithm for Traffic Signal Timing Optimization: A Case Study in the City of Vitoria-Gasteiz.
.- A Genetic Algorithm Framework for Scheduling in Automated Laboratory Analyzers.

.- SHIFT: "Social and Civil Engineering through Human AI Translations".

.- A Bio-inspired Cross-modal Attention Framework for Robust Multimodal Multimedia Perception.
.- An ensemble-based semi-supervised machine learning framework for anomaly detection in second-life electric vehicle batteries.
.- Fraud Detection Using Graph Neural Networks: A survey.
.- YOLOv8n for Automated Identification of Visually Similar Snapper Species in Operational Fish Processing Environments.
.- Safe UAV Obstacle Avoidance via Q-Learning in ROS2-Gazebo Simulation.
.- Hybrid CNN-LSTM Architecture for Financial Trend Prediction: Integrating NLP Sentiment and Derivative Models in High-Volatility Assets.
.- Prioritizing Telecontrol Repairs in Electrical Distribution Networks Using Graph-Based Impact Analysis.

.- "Explainable, Robust and Trustworthy Machine Learning and its Applications".

.- Trustworthy AI for neonatal facial monitoring in real NICU environments.
.- Evaluating Privacy Preservation in Regression Models for a Small Medical Dataset.
.- Interpretable MobileNetV3 for Early and Late Blight Detection in Andean Potato Leaves.

.- "Crisp and Fuzzy Intelligent Systems (CFIS)".

.- From Adversarial Attacks to Demonstrations for Robust NLP Systems.
.- Patch-Based Explainability for CNN Classification Models.
.- Hybrid SAT-based Decision Trees.

.- "Learning tools to lecture".

.- Teaching Embodied Artificial Intelligence to Children through Computer-Based Simulation: the TEACH E-AI 2C Robotic Farm.
.- Embodied Reading: Enhancing Digital Reading Comprehension through Lectoentreno System.
.- GUI-based tools to lecture data analytics: an exploratory data analysis scenario.

.- "Other Applications".

.- Visual Analytics of Lung Cancer Risk in a Virtual Research Environment.
.- An Offline Handwriting Approach to Parkinson's Disease Detection.
.- An Exhaustive Ordinal ECOC Framework for Ordinal Classification.
.- Glucose Variability and Its Association with Short-Term Glucose Prediction in Type 1 Diabetes.
.- Towards Machine Learning-Enhanced Ad Hoc Networks for Disaster Scenarios.
.- Automatic Detection of Methane Emissions in Urban Landfills using Hyperspectral Imaging and Machine Learning.
.- Modeling Non-Linear Atmospheric Dynamics: A Comparative Study of Attention-based CNN-LSTM and XGBoost for Ozone Forecasting.