Applied Computer Sciences in Engineering
Editat de Juan Carlos Figueroa-Garcia, Andres Alfonso Cardenas Rojas, Juan Pablo Trujillo-Lemus, John Freddy Moreno-Trujillo, German Andres Mendez-Giraldoen Limba Engleză Paperback – 16 noi 2026
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Specificații
ISBN-10: 3032413230
Pagini: 741
Dimensiuni: 155 x 235 x 41 mm
Greutate: 1.13 kg
Editura: Springer Nature Switzerland AG
Cuprins
.- 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´¿rida, 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.