Buch, Englisch, 691 Seiten, Format (B × H): 155 mm x 235 mm
13th Workshop on Engineering Applications, WEA 2026, Pereira, Colombia, October 21–23, 2026, Proceedings
Buch, Englisch, 691 Seiten, Format (B × H): 155 mm x 235 mm
Reihe: Communications in Computer and Information Science
ISBN: 978-3-032-41323-9
Verlag: Springer
This book constitutes the 13th Workshop on Engineering Applications, WEA 2026, held in Pereira, Colombia, during October 21–23, 2026.
The total of 59 papers included in the proceedings was carefully reviewed and selected from 167 submissions. They were organized in topical sections as follows: Artificial Intelligence; Optimization; Simulation Systems.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
- Mathematik | Informatik EDV | Informatik Angewandte Informatik Computeranwendungen in Geistes- und Sozialwissenschaften
- Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Software Engineering
- Mathematik | Informatik EDV | Informatik Technische Informatik Netzwerk-Hardware
- Mathematik | Informatik EDV | Informatik Informatik
Weitere Infos & Material
.- Artificial Intelligence.
.- Deep Hedging under Model Uncertainty via Neural Stochastic Differential Equations.
.- Physics-Informed Neural Networks for Eigenvalue Problems: Spectral Stability and Training Collapse.
.- Determinants of Insolvency in Colombian SMEs: Approach Based on Gradient Boosting Algorithms and Reporting Behavior.
.- Regime-Robust Sparse Index Tracking via Multi-Objective Genetic Optimization with Hurst Exponent Regularization.
.- Robust Inverse Quantum Potential Reconstruction Using Physics Informed Neural Networks under Noisy Data.
.- Mamdani Fuzzy Rule Base Design for Adaptive Inertia Weight in Particle Swarm Optimization.
.- TokenShield: A Selective Homomorphic Encryption Framework for Privacy-Preserving Token Protection in LLM Inference.
.- Macular segmentation using an automatic deep learning and graph cut strategy.
.- Robust Localization of Animal Vocalizations with Synchronized Recorder Arrays.
.- Artificial Intelligence Applied to Dry Eye Diagnosis.
.- Intelligent Model for Estimating Kinematic and Dynamic Parameters of the Upper Limp.
.- A Comparative Study of ProtFlash and ProtT5 Embeddings for Antimicrobial Peptide Classification with Explainable AI.
.- An Intelligent Neonatal Incubator Prototype for Active Control and Remote Monitoring.
.- Glucometer Readout Extraction from Smartphone Images: Classical OCR vs Multimodal API.
.- Computer Vision for Coffee Roast Degree Classification at the Individual Bean Level Using a Detector-Classifier Pipeline.
.- Ricci Curvature and Topological Descriptors of Heart Rate Dynamics Reveal Developmental Transitions in Early Childhood.
.- Efficient Neural Surrogates for Acoustic Transmission Loss in the SOFAR Channel: MLP, PINN, and SIREN under Geographic Extrapolation.
.- Biomechanical Analysis Using Emerging Technologies and AI in Sports:A Data Science-Based Reflection.
.- Impact of Differential Privacy on Synthetic Data Generation with CTGAN for Heart Failure Risk Prediction.
.- Deep Learning-Based Smart Drone Face Recognition System: A CaseStudy on Educational Environment.
.- Interval Fuzzy-Rough Sets for Surface Roughness Classification in Turning Operations.
.- Fight classification in video clips using image enhancement, pose estimation and Bi-LSTM.
.,- Percentage-Error Reward and Penalty Design for DDPG-Based Control: Validation in Liquid-Level Regulation and Double Boost Voltage Control.
.- Reactive Power Compensation in Large Distribution Systems: A Genetic Algorithm Integrated into DIgSILENT PowerFactory.
.- Automated Photovoltaic Irrigation System for Crops in the Colombian Caribbean Region.
.- Prediction for IPv6 Adoption in South America based on Machine Learning Models.
.- Machine Learning-Based IoT Infrastructure for Energy Systems: Signal Smoothing Optimization in High-Noise Environments.
.- Static and Dynamic Data-Driven Modeling of Colombian Average Redispatch Marginal Cost.
.- Solar Fraction Modeling for Rural Broiler Farms via Synthetic Demand, K-Means Clustering, and Harmonic Approximation.
.- Spectral Concentration and Effective Dimensionality in the S&P 500:A Network Perspective on Market Stress.
.- Leia 2.0: A Configurable AI-Powered Pedagogical Assistant for Reducing Programming Barriers in Engineering Education.
.- Automatic Curriculum Alignment Using Sentence Transformers A Natural Language Processing Approach for Higher Education.
.- Knowledge Management Methodology: KPI design and control in low tech organizations using office tools.
.- Black–Litterman for Fixed-Income Engineering Applications: A Structured Survey of Machine Learning, Deep Learning, and Dynamic Probabilistic Extensions.
.- Systematic review of complaint management approaches influenced byartificial intelligence.
.- Gender Wage Gap in Spain: A Multivariate Analysis Based on Education and Age.
.- Artificial Intelligence Adoption in Colombian SMEs: Barriers, Impacts,and Regional Strategies.
.- Optimization.
.- GSPH-FC: A Geometric Space Partitioning Heuristic with Frontier Connectivity for the Euclidean TSP.
.- A MILP Formulation for the Optimal Siting and Sizing of DGs and Operational Dispatch of BESS in Monopolar DC Distribution Networks.
.- Optimization of the Staffing Logistics Process in a Service Company:Integration of Design Thinking and the EOQ Model.
.- Optimization of Hosting Capacity in Isolated Areas: A Techno-EconomicAnalysis of Hybrid Self-Management in In´irida, Colombia.
.- Optimization of Multi-Compartment Routing with Flexible Assignment in Fuel Distribution.
.- PhysRisk-ADMM: A Scalable Consensus Architecture for Dynamic Physical Climate Risk Integration in Portfolio Optimization.
.- Resilient Optimization Framework for Power Systems: PV Siting via Graph Learning and Probabilistic Stability Validation using MATPOWER.
.- A Discrete to Continuous Strategy for AC Optimal Reactive Power Dispatch Using Pyomo and IPOPT.
.- Demand Management Model for a Microgrid within an Open Market Framework.
.- Optimization Models in the Selection of Economic Activities with a Focus on Sustainable Rural Development.
.- Multi-Criteria Supplier Selection for Supply Chain Decision-Making Using TOPSIS.
.- Supplier Selection in Food Supply Chains: A Structured Multi-Criteria Decision Approach.
.- Simulation Systems.
.- Improving Production Flow in a Manufacturing System Through Discrete Event Simulation.
.- Enhancing Manufacturing Systems: Evaluating Graph Databases for Process Control and Information Management.
.- Impact of facility layout redesign on operational efficiency in small manufacturing enterprises.
.- An Integrated Optimization–Simulation Approach for Strategic Agro-Food Supply Chain Design.
.- Design and Implementation of a Multivariable Experimental Bench.
.- UML-Based Modeling of a Management System for Distribution Network Sectioning under Blackouts and Sudden Supply Interruptions.
.- Analysis of high-frequency electromyographic signals captured with needle electrodes.
.- Integrated Modeling of Electric Marine Vessel Dynamics, Propulsion,and Battery Systems.
.- General Cubing Model for Space Utilization Optimization in Logistics Systems: Validation in a Manufacturing Company.
.- Evaluating Supply Chain Resilience to Minimize Food Waste: A Multi-Agent Simulation of the Mango Network.
