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OverviewFull Product DetailsAuthor: Obdulia Pichardo Lagunas , Juan Martínez-Miranda , Bella Martínez SeisPublisher: Springer International Publishing AG Imprint: Springer International Publishing AG Edition: 1st ed. 2022 Volume: 13613 Weight: 0.629kg ISBN: 9783031194955ISBN 10: 3031194950 Pages: 385 Publication Date: 23 October 2022 Audience: Professional and scholarly , Professional & Vocational Format: Paperback Publisher's Status: Active Availability: Manufactured on demand  We will order this item for you from a manufactured on demand supplier. Table of ContentsMachine and Deep Learning.- Skipped Nonsynaptic Backpropagation for Interval-valued Long-term Cognitive Networks.- Cross-target Stance Classification as Domain Adaptation.- Impact of loss function in Deep Learning methods for accurate retinal vessel segmentation.- Embedded Implementation of the Hypersphere Neural Network for Energy Consumption Monitoring.- MACFE: A Meta-learning and Causality Based Feature Engineering Framework.- Time Series Forecasting with Quantum Machine Learning Architectures.- Explainable Model of Credit Risk Assessment Based on Convolutional Neural Networks.- Reinforcement Learning with Success Induced Task Prioritization.- Cooperative Chaotic Exploration with UAVs Combining Pheromone Dispersion and Hopfield Chaotic Neural Network.- Machine Learning-based Decision Making in Evolutionary Multiobjective Clustering.- RBF Neural Network Based on FT-Windows for Auto-Tunning PID Controller.- Pursuing the Deep-Learning-based Classification of Exposed and Imagined Colors from EEG.- Data Stream Mining for Dynamic Student Modeling.- CESAMMO: Categorical Encoding by Statistical Applied Multivariable Modeling.- Heart Failure Disease Prediction Using Machine Learning Models.- Classification of flood warnings applying a convolutional neural network.- Machine Learning Techniques in Credit Default Prediction.- Convolutional and dense ANN for cloud kinetics fore-casting using satellite images.- The role of the number of examples in Convolutional Neural Networks with Hebbian Learning.- Image Processing and Pattern Recognition.- Vision-based Gesture Recognition for Smart Light Switching.- On the generalization capabilities of FSL methods through domain adaptation: a case study in endoscopic kidney stone image classification.- A Novel Hybrid Endoscopic Dataset for Evaluating Machine Learning-based Photometric Image Enhancement Models.- Comparison of automatic prostate zones segmentation models in MRI images using U-net-like architectures.- Towards an interpretable model for automatic classification of endoscopy images.- Reversible image authentication scheme with tampering reconstruction based on very deep super resolution network.- Improving artefact detection in endoscopic video using a real-time ensemble method.- White Blood Cell Detection and Classification in Blood Smear Images Using a One-Stage Object Detector and Similarity Learning.- Evolutionary and Metaheuristic Algorithms.- Towards A Complete Multi-Agent Pathfinding Algorithm For Large Agents.- Analysis Of The Anytime MAPF Solvers Based On The Combination Of Conflict-Based Search (CBS) and Focal Search (FS).- Studying Special Operators for the Application of Evolutionary Algorithms in the Search of Optimal Boolean Functions for Cryptography.- Unification of Source-Code Re-use Similarity Measures.- Considerations in the Incremental Hypervolume Algorithm of the WFG.- A Hybrid Hyperheuristic Approach for the Containership Stowage Problem Considering the Ship Stability.- Mathematical optimization model for raw sugar unloading delay from harbor to storage silos.ReviewsAuthor InformationTab Content 6Author Website:Countries AvailableAll regions |
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