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Artificial Intelligence and Algorithms in Intelligent Systems

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Cover of 'Artificial Intelligence and Algorithms in Intelligent Systems'

Table of Contents

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    Book Overview
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    Chapter 1 Analysis of Affective and Gender Factors in Image Comprehension of Visual Advertisement
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    Chapter 2 FARIP: Framework for Artifact Removal for Image Processing Using JPEG
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    Chapter 3 SOPA: Search Optimization Based Predictive Approach for Design Optimization in FinFET/SRAM
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    Chapter 4 Analysis of the Quality of the Painting Process Using Preprocessing Techniques of Text Mining
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    Chapter 5 Bioinspired Algorithm for 2D Packing Problem
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    Chapter 6 Authorship Identification Using Random Projections
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    Chapter 7 A Method for Intelligent Quality Assessment of a Gearbox Using Antipatterns and Convolutional Neural Networks
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    Chapter 8 Spark-Based Classification Algorithms for Daily Living Activities
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    Chapter 9 Fast Adaptive Image Binarization Using the Region Based Approach
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    Chapter 10 Semantic Query Suggestion Based on Optimized Random Forests
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    Chapter 11 Financial Knowledge Instantiation from Semi-structured, Heterogeneous Data Sources
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    Chapter 12 Hierarchical Fuzzy Deep Leaning Networks for Predicting Human Behavior in Strategic Setups
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    Chapter 13 Fuzzy-Expert System for Customer Behavior Prediction
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    Chapter 14 A Binary Grasshopper Algorithm Applied to the Knapsack Problem
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    Chapter 15 Artificial Neural Networks Implementing Maximum Likelihood Estimator for Passive Radars
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    Chapter 16 Using Query Expansion for Cross-Lingual Mathematical Terminology Extraction
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    Chapter 17 Text Summarization Techniques for Meta Description Generation in Process of Search Engine Optimization
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    Chapter 18 Integration of Models of Adaptive Behavior of Ant and Bee Colony
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    Chapter 19 Optimization of Multistage Tourist Route for Electric Vehicle
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    Chapter 20 Enhancing Stratified Graph Sampling Algorithms Based on Approximate Degree Distribution
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    Chapter 21 MIC-KMeans: A Maximum Information Coefficient Based High-Dimensional Clustering Algorithm
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    Chapter 22 DACC: A Data Exploration Method for High-Dimensional Data Sets
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    Chapter 23 Multi-targets Tracking of Multiple Instance Boosting Combining with Particle Filtering
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    Chapter 24 An Enhance Approach of Filtering to Select Adaptive IMFs of EEMD in Fiber Optic Sensor for Oxidized Carbon Steel
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    Chapter 25 Hyper-heuristical Particle Swarm Method for MR Images Segmentation
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    Chapter 26 A Hybrid SAE and CNN Classifier for Motor Imagery EEG Classification
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    Chapter 27 Semantic Bookmark System for Dynamic Modeling of Users Browsing Preferences
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    Chapter 28 Models, Algorithms and Monitoring System of the Technical Condition of the Launch Vehicle “Soyuz-2” at All Stages of Its Life Cycle
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    Chapter 29 Proactive Management of Complex Objects Using Precedent Methodology
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    Chapter 30 Artificial Intelligence and Algorithms in Intelligent Systems
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    Chapter 31 Hierarchical System for Evaluating Professional Competencies Using Takagi-Sugeno Rules
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    Chapter 32 Discovering Association Rules of Information Dissemination About Geoinformatics University Study
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    Chapter 33 Predicting User Age by Keystroke Dynamics
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    Chapter 34 Salary Increment Model Based on Fuzzy Logic
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    Chapter 35 Fuzzy Logic Based Weight Balancing
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    Chapter 36 Analysis of Spatial Data and Time Series for Predicting Magnitude of Seismic Zones in Bangladesh
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    Chapter 37 Determination of the Data Model for Heterogeneous Data Processing Based on Cost Estimation
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    Chapter 38 Aspects of Using Elman Neural Network for Controlling Game Object Movements in Simplified Game World
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    Chapter 39 Intrinsic Evaluation of Lithuanian Word Embeddings Using WordNet
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    Chapter 40 Classification of Textures for Autonomous Cleaning Robots Based on the GLCM and Statistical Local Texture Features
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    Chapter 41 Hybrid Approach to Solving the Problems of Operational Production Planning
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    Chapter 42 Stacked Autoencoder for Segmentation of Bone Marrow Histological Images
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    Chapter 43 Exploiting User Expertise and Willingness of Participation in Building Reputation Model for Scholarly Community-Based Question and Answering (CQA) Platforms
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    Chapter 44 Performance of the Bison Algorithm on Benchmark IEEE CEC 2017
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    Chapter 45 Distance vs. Improvement Based Parameter Adaptation in SHADE
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    Chapter 46 Dogface Detection and Localization of Dogface’s Landmarks
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    Chapter 47 Firefly Algorithm Enhanced by Orthogonal Learning
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    Chapter 48 On the Applicability of Random and the Best Solution Driven Metaheuristics for Analytic Programming and Time Series Regression
Attention for Chapter 26: A Hybrid SAE and CNN Classifier for Motor Imagery EEG Classification
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Citations

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Summary Dimensions citations
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Chapter title
A Hybrid SAE and CNN Classifier for Motor Imagery EEG Classification
Chapter number 26
Book title
Artificial Intelligence and Algorithms in Intelligent Systems
Published by
Springer, Cham, April 2018
DOI 10.1007/978-3-319-91189-2_26
Book ISBNs
978-3-31-991188-5, 978-3-31-991189-2
Authors

Xianlun Tang, Jiwei Yang, Hui Wan, Tang, Xianlun, Yang, Jiwei, Wan, Hui

View on publisher site
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 15 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 15 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 4 27%
Student > Bachelor 2 13%
Lecturer > Senior Lecturer 1 7%
Student > Doctoral Student 1 7%
Student > Ph. D. Student 1 7%
Other 1 7%
Unknown 5 33%
Readers by discipline Count As %
Engineering 9 60%
Physics and Astronomy 1 7%
Unknown 5 33%

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