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| Link zu diesem Datensatz | https://d-nb.info/1369651155 |
| Art des Inhalts | Konferenzschrift |
| Titel | Pattern Recognition : 17th Mexican Conference, MCPR 2025, Guanajuato, Mexico, June 25–28, 2025, Proceedings / edited by Adrián Pastor López-Monroy, Alejandro Rosales-Pérez, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez-Trinidad, José Arturo Olvera-López |
| Person(en) |
López-Monroy, Adrián Pastor (Herausgeber) Rosales-Pérez, Alejandro (Herausgeber) Carrasco-Ochoa, Jesús Ariel (Herausgeber) Martínez-Trinidad, José Francisco (Herausgeber) Olvera-López, José Arturo (Herausgeber) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 1st ed. 2025 |
| Verlag | Cham : Springer Nature Switzerland, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2025 |
| Umfang/Format | Online-Ressource, XV, 402 p. 143 illus., 132 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-3-031-96254-7 Printed edition:: ISBN: 978-3-031-96256-1 |
| Inhalt | -- 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 |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2506250405213.156815192419 DOI: 10.1007/978-3-031-96255-4 |
| URL | https://doi.org/10.1007/978-3-031-96255-4 |
| ISBN/Einband/Preis | 978-3-031-96255-4 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Lecture Notes in Computer Science ; 15715 |
| DDC-Notation | 006.31 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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