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Produktbild: Optimization, Learning Algorithms and Applications
Band 1981

Optimization, Learning Algorithms and Applications Third International Conference, OL2A 2023, Ponta Delgada, Portugal, September 27–29, 2023, Revised Selected Papers, Part I

Aus der Reihe Communications in Computer and Information Science

Fr. 112.00

inkl. gesetzl. MwSt., Versandkostenfrei

Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

01.02.2024

Herausgeber

Ana I. Pereira + weitere

Verlag

Springer

Seitenzahl

609

Maße (L/B/H)

23.5/15.5/3.4 cm

Gewicht

943 g

Auflage

1st edition 2024

Sprache

Englisch

ISBN

978-3-031-53024-1

Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

01.02.2024

Herausgeber

Verlag

Springer

Seitenzahl

609

Maße (L/B/H)

23.5/15.5/3.4 cm

Gewicht

943 g

Auflage

1st edition 2024

Sprache

Englisch

ISBN

978-3-031-53024-1

Herstelleradresse

Springer-Verlag KG
Sachsenplatz 4-6
1201 Wien
AT

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  • Produktbild: Optimization, Learning Algorithms and Applications
  • Machine Learning.-  A YOLO-based Insect Detection: Potential use of Small Multirrotor UAV Monitoring.- A Comparison of Fiducial Markers Pose Estimation for UAVs Indoor Precision Landing.- Effect of Weather Conditions and Transactions Records on Work Accidents in the Retail Sector – a Case Study.- Exploring Features to Classify Occupational Accidents in the Retail Sector.- Resource Dispatch Optimization for Firefighting using a Differential Evolution Algorithm.- A Pattern Mining Heuristic for the Extension of Multi-trip Vehicle Routing.- Time-dependency of Guided Local Search to Solve the Capacitated Vehicle Routing Problem with Time Windows.- Federated Learning for Credit Scoring Model using Blockchain.- PhishVision: a Deep Learning based Visual Brand Impersonation Detector for Identifying Phishing Attacks.- Call Centre Optimization based on Personalized Requests Distribution.- AquaVitae: Innovating Personalized Meal Recommendations for Enhanced Nutritional Health.- Barriers to Organizations to Adopt Digital Transformation for Driving Eco-Innovation and Sustainable Performance.- Interpretable Structural Analysis for Evolutionary Generative Design of Coastal Breakwaters.- An Example of Ontology in Medical Diagnosis: A Case Study.- Text Chunking To Improve Websites Classification.- Automatic Speech Recognition for Portuguese: A Comparative Study.- Comparative Analysis of Windows for Speech Emotion Recognition using CNN.- Exploring the Role of OR/MS in Cancer Research.- On the Use of VGs for Feature Selection in Supervised Machine Learning - A Use Case to Detect Distributed DoS Attacks.-  Learning Algorithms in Engineering Education.-  Accuracy Optimization in Speech Pathology Diagnosis with Data Preprocessing Techniques.- Application of Pattern Recognition Techniques for MathE Questions Difficulty Level Definition.-  Machine Learning and DataAnalysis in Internet of Things.-  Predicting Flood Events with Streaming Data: A Preliminary Approach with GRU and ARIMA.- Digital Twin for Regional Water Consumption Simulation and Forecasting.- Automatic Fall Detection with Thermal Camera.- Image Transfer over MQTT in IoT: Message Segmentation and Encryption for Remote Indicator Panels.-  Optimization.-  An Extension of a Dynamic Heuristic Solution for Solving a Multi-Objective Optimization Problem in the Defense Industry.- BHO-MA: Bayesian Hyperparameter Optimization with Multi-objective Acquisition.- Prediction of Health of Corals Mussismilia Hispida based on the Microorganisms Present in their Microbiome.- The Consistent Vehicle Routing Problem: an Application to the Pharmaceutical Supply Chain.- Using OR-Tools when Solving the Nurse Scheduling Problem.- Predicting the Solution Time for Optimization Problems Using Machine Learning Case of Job Shop Scheduling Problem.-  Optimization in the SDG Context.-  Schedule Modeling in a Fire Station: a Linear Approach to Optimize Service and Human Resources.- Help us to Help: Improving Non-urgent Transport on a Portuguese Fire Station.- Location of an Electric Vehicle Charging Station: Demographic Factor as Decision Making.- Speeding up the Oscillation-free Modified Heavy Ball Algorithm.- Performance Comparison of NSGA-II and NSGA-III on Bi-objective Job Shop Scheduling Problems.- A Multiobjective Tuning of a Procedural Content Generator for Game Level Design via Evolutionary Algorithms.- Optimal Location of Electric Vehicle Charging Stations in Distribution Grids using Genetic Algorithms.- Nonlinear Regression on Growth Curves for Placental Parameters in R.- GLM’s in Data Science as a Tool in the Prediction of Delirium.