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Hybrid Artificial Intelligent Systems

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Cover of 'Hybrid Artificial Intelligent Systems'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Word Embedding Based Event Detection on Social Media
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    Chapter 2 Sentiment Analysis on TripAdvisor: Are There Inconsistencies in User Reviews?
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    Chapter 3 Sentiment Classification from Multi-class Imbalanced Twitter Data Using Binarization
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    Chapter 4 An Ontology for Generalized Disease Incidence Detection on Twitter
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    Chapter 5 Hybrid Methodology Based on Bayesian Optimization and GA-PARSIMONY for Searching Parsimony Models by Combining Hyperparameter Optimization and Feature Selection
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    Chapter 6 Concept Discovery in Graph Databases
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    Chapter 7 Leveraging Distributed Representations of Elements in Triples for Predicate Linking
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    Chapter 8 A Review of Distributed Data Models for Learning
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    Chapter 9 Incorporating More Scaled Differences to Differential Evolution
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    Chapter 10 Topological Evolution of Financial Network: A Genetic Algorithmic Approach
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    Chapter 11 Optimization of Joint Sales Potential Using Genetic Algorithm
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    Chapter 12 Evolutionary Multi-objective Scheduling for Anti-Spam Filtering Throughput Optimization
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    Chapter 13 A Hybrid Diploid Genetic Based Algorithm for Solving the Generalized Traveling Salesman Problem
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    Chapter 14 A Novel Hybrid Nature-Inspired Scheme for Solving a Financial Optimization Problem
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    Chapter 15 Hypersphere Universe Boundary Method Comparison on HCLPSO and PSO
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    Chapter 16 PSO with Partial Population Restart Based on Complex Network Analysis
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    Chapter 17 Kernel Density-Based Pattern Classification in Blind Fasteners Installation
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    Chapter 18 Training Set Fuzzification Towards Prediction Improvement
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    Chapter 19 On the Impact of Imbalanced Data in Convolutional Neural Networks Performance
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    Chapter 20 Effectiveness of Basic and Advanced Sampling Strategies on the Classification of Imbalanced Data. A Comparative Study Using Classical and Novel Metrics
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    Chapter 21 A Perceptron Classifier, Its Correctness Proof and a Probabilistic Interpretation
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    Chapter 22 Parallel Implementation of a Simplified Semi-physical Wildland Fire Spread Model Using OpenMP
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    Chapter 23 A Study on the Noise Label Influence in Boosting Algorithms: AdaBoost, GBM and XGBoost
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    Chapter 24 rNPBST: An R Package Covering Non-parametric and Bayesian Statistical Tests
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    Chapter 25 Solve Classification Tasks with Probabilities. Statistically-Modeled Outputs
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    Chapter 26 FRB-Dialog: A Toolkit for Automatic Learning of Fuzzy-Rule Based (FRB) Dialog Managers
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    Chapter 27 Radial-Based Approach to Imbalanced Data Oversampling
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    Chapter 28 Simulation of a Directional Process by Means of an Anisotropic Buffer Operator
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    Chapter 29 Visual Clustering Approach for Docking Results from Vina and AutoDock
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    Chapter 30 Establishing a Cooperation Between RadViz and SOM to Improve the Analyst Visual Experience
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    Chapter 31 Quantification and Visualization of a Heritage Conservation in a Quito Neighbourhood (Ecuador)
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    Chapter 32 An Enhanced Hierarchical Traitor Tracing Scheme Based on Clustering Algorithms
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    Chapter 33 Generation of Reducts Based on Nearest Neighbor Relations and Boolean Reasoning
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    Chapter 34 Extraction of Outliers from Imbalanced Sets
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    Chapter 35 Context-Aware Data Mining: Embedding External Data Sources in a Machine Learning Process
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    Chapter 36 Single and Blended Models for Day-Ahead Photovoltaic Power Forecasting
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    Chapter 37 Integration of Case Based Reasoning in Multi-agent System for the Real-Time Container Stacking in Seaport Terminals
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    Chapter 38 Experimental Evaluation of Straight Line Programs for Hydrological Modelling with Exogenous Variables
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    Chapter 39 Integration of Immune Features into a Belief-Desire-Intention Model for Multi-agent Control of Public Transportation Systems
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    Chapter 40 A Multi-Agent System to Improve Mobile Robot Localization
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    Chapter 41 Spanish Road Fork Traffic Analysis and Modelling
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    Chapter 42 Application of the Systems Dynamics Approach to Model Inventive Problems
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    Chapter 43 A Soft Computing Approach to Optimize the Production of Biodiesel
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    Chapter 44 Market Trends and Customer Segmentation for Data of Electronic Retail Store
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    Chapter 45 Smart Drivers’ Guidance System Based on IoT Technologies for Smart Cities Application
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    Chapter 46 Machine Learning of Optimal Low-Thrust Transfers Between Near-Earth Objects
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    Chapter 47 Neuronal Electrical Behavior Modeling of Solar Panels
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    Chapter 48 A Proposal to Enhance Human-Machine Interaction by Means of Multi-agent Conversational Interfaces
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    Chapter 49 Finding Communities in Recommendation Systems by Multi-agent Spatial Dynamics
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    Chapter 50 Ensemble Trend Classification in the Foreign Exchange Market Using Class Variable Fitting
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    Chapter 51 A Personality-Based Recommender System for Semantic Searches in Vehicles Sales Portals
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    Chapter 52 A Hybrid System of Deep Learning and Learning Classifier System for Database Intrusion Detection
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    Chapter 53 Evolutionary Computing for the Sustainable Management of Educative Institutions
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    Chapter 54 NCRIO: A Normative Holonic Metamodel for Multi-agent Systems
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    Chapter 55 Forecasting Satellite Trajectories by Interpolating Hybrid Orbit Propagators
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    Chapter 56 Detecting Potential Design Weaknesses in SHADE Through Network Feature Analysis
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    Chapter 57 Multiobjective Reliability-Based Design Optimization Formulations Solved Combining NSGA-II and First Order Reliability Method
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    Chapter 58 Hybridization of Analytic Programming and Differential Evolution for Time Series Prediction
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    Chapter 59 Adjust the Thermo-Mechanical Properties of Finite Element Models Welded Joints Based on Soft Computing Techniques
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    Chapter 60 A Hybrid Approach to Detecting the Best Solution in Nurse Scheduling Problem
Attention for Chapter 5: Hybrid Methodology Based on Bayesian Optimization and GA-PARSIMONY for Searching Parsimony Models by Combining Hyperparameter Optimization and Feature Selection
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Chapter title
Hybrid Methodology Based on Bayesian Optimization and GA-PARSIMONY for Searching Parsimony Models by Combining Hyperparameter Optimization and Feature Selection
Chapter number 5
Book title
Hybrid Artificial Intelligent Systems
Published by
Springer, Cham, June 2017
DOI 10.1007/978-3-319-59650-1_5
Book ISBNs
978-3-31-959649-5, 978-3-31-959650-1

Francisco Javier Martinez-de-Pison, Ruben Gonzalez-Sendino, Alvaro Aldama, Javier Ferreiro, Esteban Fraile

Mendeley readers

The data shown below were compiled from readership statistics for 12 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 12 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 4 33%
Professor 2 17%
Lecturer 1 8%
Researcher 1 8%
Student > Postgraduate 1 8%
Other 0 0%
Unknown 3 25%
Readers by discipline Count As %
Computer Science 4 33%
Engineering 2 17%
Agricultural and Biological Sciences 1 8%
Pharmacology, Toxicology and Pharmaceutical Science 1 8%
Environmental Science 1 8%
Other 0 0%
Unknown 3 25%