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Hybrid Artificial Intelligent Systems

Overview of attention for book
Hybrid Artificial Intelligent Systems
Springer International Publishing

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Testing Modified Confusion Entropy as Split Criterion for Decision Trees
  3. Altmetric Badge
    Chapter 2 Generating a Question Answering System from Text Causal Relations
  4. Altmetric Badge
    Chapter 3 Creation of a Distributed NoSQL Database with Distributed Hash Tables
  5. Altmetric Badge
    Chapter 4 Study of Data Pre-processing for Short-Term Prediction of Heat Exchanger Behaviour Using Time Series
  6. Altmetric Badge
    Chapter 5 Can Automated Smoothing Significantly Improve Benchmark Time Series Classification Algorithms?
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    Chapter 6 Dataset Weighting via Intrinsic Data Characteristics for Pairwise Statistical Comparisons in Classification
  8. Altmetric Badge
    Chapter 7 Mining Network Motif Discovery by Learning Techniques
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    Chapter 8 Deep Structured Semantic Model for Recommendations in E-commerce
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    Chapter 9 Improving Comparative Radiography by Multi-resolution 3D-2D Evolutionary Image Registration
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    Chapter 10 Evolutionary Algorithm for Pathways Detection in GWAS Studies
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    Chapter 11 Particle Swarm Optimization-Based CNN-LSTM Networks for Anomalous Query Access Control in RBAC-Administered Model
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    Chapter 12 d(Tree)-by-dx: Automatic and Exact Differentiation of Genetic Programming Trees
  14. Altmetric Badge
    Chapter 13 Genetic Algorithm-Based Deep Learning Ensemble for Detecting Database Intrusion via Insider Attack
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    Chapter 14 An Efficient Hybrid Genetic Algorithm for Solving a Particular Two-Stage Fixed-Charge Transportation Problem
  16. Altmetric Badge
    Chapter 15 Analysis of MOEA/D Approaches for Inferring Ancestral Relationships
  17. Altmetric Badge
    Chapter 16 Parsimonious Modeling for Estimating Hospital Cooling Demand to Reduce Maintenance Costs and Power Consumption
  18. Altmetric Badge
    Chapter 17 Haploid Versus Diploid Genetic Algorithms. A Comparative Study
  19. Altmetric Badge
    Chapter 18 Entropy and Organizational Performance
  20. Altmetric Badge
    Chapter 19 A Semi-supervised Method to Classify Educational Videos
  21. Altmetric Badge
    Chapter 20 New Approach for the Aesthetic Improvement of Images Through the Combination of Convolutional Neural Networks and Evolutionary Algorithms
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    Chapter 21 Evaluating Strategies for Selecting Test Datasets in Recommender Systems
  23. Altmetric Badge
    Chapter 22 Use of Natural Language Processing to Identify Inappropriate Content in Text
  24. Altmetric Badge
    Chapter 23 Classification of Human Driving Behaviour Images Using Convolutional Neural Network Architecture
  25. Altmetric Badge
    Chapter 24 Building a Classification Model Using Affinity Propagation
  26. Altmetric Badge
    Chapter 25 Clustering-Based Ensemble Pruning and Multistage Organization Using Diversity
  27. Altmetric Badge
    Chapter 26 Towards a Custom Designed Mechanism for Indexing and Retrieving Video Transcripts
  28. Altmetric Badge
    Chapter 27 Active Image Data Augmentation
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    Chapter 28 A Novel Density-Based Clustering Approach for Outlier Detection in High-Dimensional Data
  30. Altmetric Badge
    Chapter 29 Convolutional CARMEN: Tomographic Reconstruction for Night Observation
  31. Altmetric Badge
    Chapter 30 A Proof of Concept in Multivariate Time Series Clustering Using Recurrent Neural Networks and SP-Lines
  32. Altmetric Badge
    Chapter 31 On the Influence of Admissible Orders in IVOVO
  33. Altmetric Badge
    Chapter 32 Does the Order of Attributes Play an Important Role in Classification?
  34. Altmetric Badge
    Chapter 33 The Contract Random Interval Spectral Ensemble (c-RISE): The Effect of Contracting a Classifier on Accuracy
  35. Altmetric Badge
    Chapter 34 Graph-Based Knowledge Inference for Style-Directed Architectural Design
  36. Altmetric Badge
    Chapter 35 A Convex Formulation of SVM-Based Multi-task Learning
  37. Altmetric Badge
    Chapter 36 Influence Maximization and Extremal Optimization
  38. Altmetric Badge
    Chapter 37 Forecast Daily Air-Pollution Time Series with Deep Learning
  39. Altmetric Badge
    Chapter 38 Botnet Detection on TCP Traffic Using Supervised Machine Learning
  40. Altmetric Badge
    Chapter 39 Classifying Pastebin Content Through the Generation of PasteCC Labeled Dataset
  41. Altmetric Badge
    Chapter 40 Network Traffic Analysis for Android Malware Detection
  42. Altmetric Badge
    Chapter 41 Inferring Knowledge from Clinical Data for Anesthesia Automation
  43. Altmetric Badge
    Chapter 42 Anomaly Detection Over an Ultrasonic Sensor in an Industrial Plant
  44. Altmetric Badge
    Chapter 43 A Machine Learning Approach to Determine Abundance of Inclusions in Stainless Steel
  45. Altmetric Badge
    Chapter 44 Measuring Lower Limb Alignment and Joint Orientation Using Deep Learning Based Segmentation of Bones
  46. Altmetric Badge
    Chapter 45 Constraint Programming Based Algorithm for Solving Large-Scale Vehicle Routing Problems
  47. Altmetric Badge
    Chapter 46 Application of Extractive Text Summarization Algorithms to Speech-to-Text Media
  48. Altmetric Badge
    Chapter 47 User Profiles Matching for Different Social Networks Based on Faces Identification
  49. Altmetric Badge
    Chapter 48 Ro-Ro Freight Prediction Using a Hybrid Approach Based on Empirical Mode Decomposition, Permutation Entropy and Artificial Neural Networks
  50. Altmetric Badge
    Chapter 49 Modeling a Mobile Group Recommender System for Tourism with Intelligent Agents and Gamification
  51. Altmetric Badge
    Chapter 50 Orthogonal Properties of Asymmetric Neural Networks with Gabor Filters
  52. Altmetric Badge
    Chapter 51 Deep CNN-Based Recognition of JSL Finger Spelling
  53. Altmetric Badge
    Chapter 52 Algorithm for Constructing a Classifier Team Using a Modified PCA (Principal Component Analysis) in the Task of Diagnosis of Acute Lymphocytic Leukaemia Type B-CLL
  54. Altmetric Badge
    Chapter 53 Road Lane Landmark Extraction: A State-of-the-art Review
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    Chapter 54 CAPAS: A Context-Aware System Architecture for Physical Activities Monitoring
  56. Altmetric Badge
    Chapter 55 Anomaly Detection Using Gaussian Mixture Probability Model to Implement Intrusion Detection System
  57. Altmetric Badge
    Chapter 56 Combining Random Subspace Approach with smote Oversampling for Imbalanced Data Classification
  58. Altmetric Badge
    Chapter 57 Optimization of the Master Production Scheduling in a Textile Industry Using Genetic Algorithm
  59. Altmetric Badge
    Chapter 58 Urban Pollution Environmental Monitoring System Using IoT Devices and Data Visualization: A Case Study
  60. Altmetric Badge
    Chapter 59 Crowd-Powered Systems to Diminish the Effects of Semantic Drift
  61. Altmetric Badge
    Chapter 60 Prediction of Student Performance Through an Intelligent Hybrid Model
  62. Altmetric Badge
    Chapter 61 A Hybrid Automatic Classification Model for Skin Tumour Images
  63. Altmetric Badge
    Chapter 62 Texture Descriptors for Automatic Estimation of Workpiece Quality in Milling
  64. Altmetric Badge
    Chapter 63 Surface Defect Modelling Using Co-occurrence Matrix and Fast Fourier Transformation
  65. Altmetric Badge
    Chapter 64 Reinforcement Learning Experiments Running Efficiently over Widly Heterogeneous Computer Farms
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Title
Hybrid Artificial Intelligent Systems
Published by
Springer International Publishing, November 2019
DOI 10.1007/978-3-030-29859-3
ISBNs
978-3-03-029858-6, 978-3-03-029859-3
Editors

Pérez García, Hilde, Sánchez González, Lidia, Castejón Limas, Manuel, Quintián Pardo, Héctor, Corchado Rodríguez, Emilio

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