Hybrid Artificial Intelligent Systems 1st edition by Hilde Perez Garcia, Lidia Sanchez Gonzalez, Manuel Castejon Limas, Hector Quintian Pardo, Emilio Corchado Rodriguez ISBN 3030298590 9783030298593

Hybrid Artificial Intelligent Systems 1st edition by Hilde Pérez García, Lidia Sánchez González, Manuel Castejón Limas, Héctor Quintián Pardo, Emilio Corchado Rodríguez  – Ebook PDF Instant Download/Delivery: 3030298590, 978-3030298593
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Product details:

ISBN 10:      3030298590
ISBN 13: 978-3030298593
Author:      Hilde Pérez García, Lidia Sánchez González, Manuel Castejón Limas, Héctor Quintián Pardo, Emilio Corchado Rodríguez 

Hybrid Artificial Intelligent Systems 1st Table of contents:

Data Mining, Knowledge Discovery, and Big Data

• Testing Modified Confusion Entropy for Decision Trees
• Generating Question Answering Systems from Text Causal Relations
• Distributed NoSQL Database with Distributed Hash Tables
• Data Pre-processing for Short-Term Heat Exchanger Prediction
• Automated Smoothing for Time Series Classification
• Dataset Weighting via Intrinsic Data Characteristics
• Mining Network Motif Discovery
• Deep Structured Semantic Model for E-commerce Recommendations

Bio-inspired Models and Evolutionary Computation

• Multi-resolution 3D-2D Evolutionary Image Registration
• Pathways Detection in GWAS Studies Using Evolutionary Algorithms
• Particle Swarm Optimization-Based CNN-LSTM for Query Access Control
• Genetic Algorithm-Based Deep Learning Ensemble for Database Intrusion Detection
• Hybrid Genetic Algorithm for Two-Stage Transportation Problems
• Analysis of MOEA/D Approaches for Ancestral Relationship Inference

Learning Algorithms

• Evaluating Strategies for Selecting Test Datasets in Recommender Systems
• Natural Language Processing for Inappropriate Content Detection
• Human Driving Behaviour Classification via CNN
• Building Classification Models Using Affinity Propagation
• Clustering-Based Ensemble Pruning and Organization
• Video Transcript Indexing and Retrieval Mechanism Design
• Active Image Data Augmentation
• Density-Based Clustering for Outlier Detection in High-Dimensional Data

Visual Analysis and Advanced Data Processing Techniques

• Tomographic Reconstruction for Night Observation
• Multivariate Time Series Clustering Using Recurrent Neural Networks
• Admissible Orders in IVOV and Classification Impact
• Contract Random Interval Spectral Ensemble (c-RISE)
• Graph-Based Knowledge Inference for Architectural Design
• SVM-Based Multi-task Learning Convex Formulation

Data Mining Applications

• Forecasting Air Pollution Time Series Using Deep Learning
• Botnet Detection on TCP Traffic Using Machine Learning
• Network Traffic Analysis for Android Malware Detection
• Anomaly Detection in Ultrasonic Sensors for Industrial Plants
• Machine Learning for Stainless Steel Inclusions Detection
• Deep Learning-Based Lower Limb Alignment Measurement
• Constraint Programming Algorithm for Large-Scale Vehicle Routing

Hybrid Intelligent Applications

• Mobile Group Recommender System for Tourism with Agents and Gamification
• Orthogonal Properties of Neural Networks with Gabor Filters
• Deep CNN-Based Recognition of JSL Finger Spelling
• Classifier Team Construction for Leukemia Diagnosis
• Road Lane Landmark Extraction Review
• CAPAS: Context-Aware System Architecture for Activity Monitoring
• Anomaly Detection Using Gaussian Mixture Model for Intrusion Detection
• Random Subspace Approach with SMOTE for Imbalanced Classification
• Optimization of Master Production Scheduling in Textile Industry
• IoT-Based Urban Pollution Monitoring System
• Hybrid Model for Student Performance Prediction
• Automatic Skin Tumour Image Classification
• Workpiece Quality Estimation in Milling Using Texture Descriptors
• Surface Defect Modelling with Co-occurrence Matrix and FFT
• Reinforcement Learning for Efficient Experiments on Heterogeneous Computer Farms

 

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