Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

29th Iberoamerican Congress, CIARP 2026, Mexico City, Mexico, November 24–27, 2026, Proceedings, Part II
Erscheinungsjahr 2026
ISBN: 978-3-032-43216-2
Verlag: Springer

Buch, Englisch, 397 Seiten, Format (B × H): 155 mm x 235 mm

Reihe: Lecture Notes in Computer Science

This volume set, LNCS 17168–17169, constitutes the refereed proceedings of the 29th Iberoamerican Congress on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, CIARP 2026, held in Mexico City, Mexico, during November 24–27, 2026.

CIARP 2026 received 103 submissions, of which 63 papers were accepted following peer review. Of these, 57 papers completed the required registration and publication requirements and are included in these proceedings, comprising 54 full papers and 3 short papers. The proceedings also include one invited paper, resulting in a total of 58 contributions.

Zielgruppe

Research

Autoren/Hrsg.

Bustio Martinez, Lázaro

Hernández-García, Ruber

Trujillo-Fernández, Felipe Antonio

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Maschinelles Lernen
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Computer Vision
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Mustererkennung, Biometrik
• Mathematik | Informatik EDV | Informatik Technische Informatik

Inhaltsverzeichnis

.- Brauer Entropy for Cost-Aware Pattern Recognition in LLM Tokenization.
.- Multi-Dimensional Privacy Auditing of Large Language Models via Membership Inference Attacks.
.- Enhancing Ordinal Intensity Estimation with Fitness-Weighted Consensus Clustering.
.- BERT Transformer Based Fault Diagnosis using Multivariate Signal Tokenization.
.- SpikingGW: Targeting the Consciousness of Spiking Networks with Global Workspace.
.- Reinforcement Learning for Software Vulnerability Analysis: A Systematic Review with Emphasis on C/C++ Source Code and Static Analysis.
.- Exploring the Role of Exogenous Variables in the Performance of Deep-Learning Models for Financial Forecasting.
.- Measuring Deviation from Complete Spatial Randomness in Two-Dimensional Point Clouds.
.- A Leakage-Aware Evaluation of Multimodal Document Fingerprints for Top-k Forensic Ranking of Altered Financial Documents.
.- Revisiting OmniAnomaly for Anomaly Detection: performance metrics and comparison with PCA-based models.
.- Evaluating handcrafted features and LLM-based approaches for Automatic Essay Scoring in Brazilian Portuguese.
.- Temporal Coverage Evaluation of Automated Speech Recognition Under Annotation Granularity Shifts.
.- MexHat: A Dataset for Hate Speech Detection in Mexican Spanish Videos.
.- Machine Learning-Based Intrusion Detection Systems for Encrypted Traffic in IoT Environments: A Systematic Literature Review.
.- Intelligent Clinical Prioritization System: A Systematic Literature Review.
.- Hybrid Zero-Shot Forecasting with Convolutional Augmentation.
.- HyenaLAI: Local Ancestry Inference from positional individual’s variation.
.- Evaluating Imputation Methods for Time Series Forecasting: A Comparison of Traditional and Cumulative Pattern-Matching Approaches.
.- A Multi-level Retrieval Mechanism Based on Clinical Knowledge Graphs for Explainable Diagnosis of Thoracic Pathologies.
.- A Lightweight Blind Source Device Clustering from CFA Noise Residual Statistics.
.- Task-Oriented Rank Adaptation for Continual Learning in Text Classification.
.- Temporal Imputation of Sparse Depression Symptom Trajectories from Irregular Social Media Histories.
.- Hybrid Uncertainty-Aware Representation Learning for Multivariate Temporal Pattern Recognition.
.- Comparative Evaluation of Transfer Learning Architectures for Automated Bioacoustic Multi-Classification of the Three-Wattled Bellbird.
.- Hybrid Transformer-Based Phishing Detection for Financial Institutions: Combining DistilBERT with Real-Time Threat Intelligence.
.- Named-Entity Recognition in the Crime Domain (CrimeNER): Case Study and Dataset.
.- Cross-Scale Attention for Accurate and Interpretable Wind Speed Forecasting.
.- Tuning and Comparing UQ for Spanish ASR with CMA-ES.
.- MC-MSA: Melody-Centered Music Structure Analysis Approach.
.- An Interpretability Analysis of a Dual-Branch PPG Blood Pressure Model.
.- MedGemma for Ophthalmology: Integrating SAM-Segmented Retinal Images and Conditioned Descriptions for Multimodal Medical Report Generation.
.- A Pattern-Recognition Framework for Leakage Assessment in Topological Photonic Interface-State Encoding.