Pattern Recognition

.- Pattern Recognition and Machine Learning Techniques. .- Detection of Concept Drift in Bayesian Networks. .- Hausdorff Distance Optimization in Low-Density Point Clouds. .- Extremal Topologies for the Merrifield-Simmon Index on Dendrimers in Drug Delivery. .- Tailoring Bounded Instances for the Job Shop Scheduling Problem through Unified Particle Swarm Optimization. .- Empirical Comparison of Density-Based Clustering Algorithms for Large Datasets. .- Exact versus Approximate Patterns in Dissimilarity-Based Graph Embedding for Supervised Classification. .- Optimized Early Detection of Bark Beetles through Automated Segmentation and Machine Learning Classification. .- Handling Constraints in Clustering via Multi-Objective Evolutionary Algorithms. .- Analysis of Childrens Emotions in Sketches Using Classical and Deep Learning Approaches. .- Heuristic-Based Optimization Using Elementary Cellular Automata: A Preliminary Study on the Knapsack Problem. .- Language Processing and Recognition. .- Dynamic Strategy for Recognizing the Mexican Sign Language Alphabet: Bridging Static and Dynamic Signs. .- Classification of Suicidal Texts Based on Emotional Change Detection Using LSTM. .- Synthetic Corpus of Emotions for Detection of Depression in Social Networks. .- Deep Neural Networks and Log-Mel Spectrogram for Emotion Recognition through Spanish Speech. .- Phonetic Spectral Image Representation for Yuhmu Language Analysis. .- Multi-Label Classification of Texts on Harassment and Discrimination with Neural Networks. .- Exploring a Multimodal Language Model for Auto-Captioning and Visual Question Answering in Histopathology Images. .- Computer Vision. .- Automatic Counting System in a Region of Interest from Videos Taken by Drones. .- Real-Time Image Analysis Using a Depth Camera for UAV Applications. .- Extending Reference-Based Texture Transformers for Image Dehazing. .- Vision-Based Formation Control Using Visual Servoing and Virtual Homographies. .- Laser Beam Centroid Detection for Automatic Spatial Filtering: A Comparative Analysis of Machine Vision Algorithms. .- Towards End-To-End Visual Odometry for Unstructured Agricultural Environments. .- Medical Applications of Pattern Recognition. .- Early Detection of Acute Myocardial Infarction (AMI) Risk Using Optimized Machine Learning Models. .- Deep Learning Approaches for Glaucoma Detection: A Comparative Study of CNN Models on Retinal Fundus Images. .- Classification of CFD-Generated Aortic Flow Images Using Neural Networks. .- Explainable Diagnosis of Bacterial Vaginosis: A Hierarchical Approach Based on XAI. .- Reinforcement Learning. .- Evaluating Deep Reinforcement Learning for Robotic Navigation. .- Determining Optimal Population Management with Reinforcement Learning. .- Deep Learning and Neural Networks. .- Hybrid Deep Learning Architecture for Automatic Detection of Coronary Stenosis in X-Ray Videos. .- Predicting Crowd Motion with Diffusion Models. .- Enhancing Perceptron Learning through Bayesian Optimisation and Cross-Validation. .- Facial Expression Recognition Using Light Weight CNNs and Soft Voting. .- Automatic Segmentation of the Major Temporal Arcade Using U-Net Attention Architecture. .- A Lightweight Diffusion Model with Modified Sampler. .- Unsupervised Emotion Analysis in Mexican Popular Music Lyrics Using a Bert-Based Model.