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Advances in Computational Intelligence Systems

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Cover of 'Advances in Computational Intelligence Systems'

Table of Contents

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    Book Overview
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    Chapter 1 Fuzzy Control of Uncertain Nonlinear Systems with Numerical Techniques: A Survey
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    Chapter 2 Fuzzy Feature Representation with Bidirectional Long Short-Term Memory for Human Activity Modelling and Recognition
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    Chapter 3 Single Frame Image Super Resolution Using ANFIS Interpolation: An Initial Experiment-Based Approach
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    Chapter 4 $$L_{1}$$ -Induced Static Output Feedback Controller Design and Stability Analysis for Positive Polynomial Fuzzy Systems
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    Chapter 5 Curvature-Based Sparse Rule Base Generation for Fuzzy Interpolation Using Menger Curvature
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    Chapter 6 A Method of Intention Estimation for Human-Robot Interaction
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    Chapter 7 A Hybrid Human Motion Prediction Approach for Human-Robot Collaboration
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    Chapter 8 A Robotic Chinese Stroke Generation Model Based on Competitive Swarm Optimizer
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    Chapter 9 A Two-Stream CNN Framework for American Sign Language Recognition Based on Multimodal Data Fusion
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    Chapter 10 DeepSwarm: Optimising Convolutional Neural Networks Using Swarm Intelligence
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    Chapter 11 Single-Grasp Detection Based on Rotational Region CNN
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    Chapter 12 Interpreting the Filters in the First Layer of a Convolutional Neural Network for Sleep Stage Classification
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    Chapter 13 Gradient Boost with Convolution Neural Network for Stock Forecast
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    Chapter 14 Urban Village Identification from City-Wide Satellite Images Leveraging Mask R-CNN
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    Chapter 15 Surface Crack Detection Using Hierarchal Convolutional Neural Network
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    Chapter 16 Hyper-parameter Optimisation by Restrained Stochastic Hill Climbing
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    Chapter 17 Swarm Inspired Approaches for K-prototypes Clustering
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    Chapter 18 A Study of the Necessity of Signal Categorisation in Dendritic Cell Algorithm
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    Chapter 19 Interval Construction and Optimization for Mechanical Property Forecasting with Improved Neural Networks
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    Chapter 20 An Immunological Algorithm for Graph Modularity Optimization
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    Chapter 21 Construction and Refinement of Preference Ordered Decision Classes
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    Chapter 22 Improving Imbalanced Students’ Text Feedback Classification Using Re-sampling Based Approach
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    Chapter 23 Phoneme Aware Speech Synthesis via Fine Tune Transfer Learning with a Tacotron Spectrogram Prediction Network
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    Chapter 24 Predicting Hospital Length of Stay for Accident and Emergency Admissions
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    Chapter 25 KOSI- Key Object Detection for Sentiment Insights
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    Chapter 26 Detection of Suicidal Twitter Posts
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    Chapter 27 Improving Session Based Recommendation by Diversity Awareness
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    Chapter 28 Fault Prognosis Method of Industrial Process Based on PSO-SVR
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    Chapter 29 Preference Learning Based Decision Map Algebra: Specification and Implementation
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    Chapter 30 “Parallel-Tempering”-Assisted Hybrid Monte Carlo Algorithm for Bayesian Inference in Dynamical Systems
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    Chapter 31 A Hybrid Regression Model for Mixed Numerical and Categorical Data
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    Chapter 32 Integration of Interpolation and Inference with Multi-antecedent Rules
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    Chapter 33 iBuilding: Artificial Intelligence in Intelligent Buildings
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    Chapter 34 5G Cybersecurity Based on the Blockchain Random Neural Network in Intelligent Buildings
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    Chapter 35 Beautified QR Code with Security Based on Data Hiding
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    Chapter 36 A Macro Human Resource Management Platform Enabled by Big Data Technology
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    Chapter 37 Classification of EEG Signals Based on Image Representation of Statistical Features
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    Chapter 38 A Non-invasive Subtle Pulse Rate Extraction Method Based on Eulerian Video Magnification
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    Chapter 39 Classification of Fibrillation Subtypes with Single-Channel Surface Electrocardiogram
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    Chapter 40 Vehicle Warranty Claim Prediction from Diagnostic Data Using Classification
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    Chapter 41 Feature Analysis for Emotional Content Comparison in Speech
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    Chapter 42 Co-modelling Strategy for Development of Airpath Metamodel on Multi-physics Simulation Platform
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    Chapter 43 Queries on Synthetic Images for Large Multivariate Engineering Data Base Searches
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    Chapter 44 Signal Categorisation for Dendritic Cell Algorithm Using GA with Partial Shuffle Mutation
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    Chapter 45 Video Tampering Detection Algorithm Based on Spatial Constraints and Stable Feature
Attention for Chapter 2: Fuzzy Feature Representation with Bidirectional Long Short-Term Memory for Human Activity Modelling and Recognition
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Chapter title
Fuzzy Feature Representation with Bidirectional Long Short-Term Memory for Human Activity Modelling and Recognition
Chapter number 2
Book title
Advances in Computational Intelligence Systems
Published by
Springer, Cham, August 2019
DOI 10.1007/978-3-030-29933-0_2
Book ISBNs
978-3-03-029932-3, 978-3-03-029933-0
Authors

Gadelhag Mohmed, David Ada Adama, Ahmad Lotfi, Mohmed, Gadelhag, Adama, David Ada, Lotfi, Ahmad

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 4 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 4 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 2 50%
Professor 1 25%
Lecturer 1 25%
Readers by discipline Count As %
Computer Science 3 75%
Unknown 1 25%