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Innovations in Bio-Inspired Computing and Applications

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Table of Contents

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    Book Overview
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    Chapter 1 Dynamic Parameter Adaptation Based on Using Interval Type-2 Fuzzy Logic in Bio-inspired Optimization Methods
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    Chapter 2 Effect of Derivative Action on Back-Propagation Algorithms
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    Chapter 3 Quantum Cryptography: A Survey
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    Chapter 4 Transfusion of Extended Vigenere Table and ASCII Conversion for Encryption Contrivance
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    Chapter 5 A Review on Human Action Recognition and Machine Learning Techniques for Suicide Detection System
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    Chapter 6 EEG Signal Analysis Using Wavelet Transform for Driver Status Detection
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    Chapter 7 BMI Application: Accident Reduction Using Drowsiness Detection
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    Chapter 8 Genre Based Classification of Hindi Music
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    Chapter 9 A Novel Meta-heuristic Differential Evolution Algorithm for Optimal Target Coverage in Wireless Sensor Networks
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    Chapter 10 Implementation of Threshold Comparator Using Cartesian Genetic Programming on Embryonic Fabric
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    Chapter 11 Design and Implementation of an IoT-Based Háptical Interface Implemented by Memetic Algorithms to Improve Competitiveness in an Industry 4.0 Model for the Manufacturing Sector
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    Chapter 12 An Effective Approach for Party Recommendation in Voting Advice Application
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    Chapter 13 Fuzzy Logic Based Dynamic Plotting of Mood Swings from Tweets
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    Chapter 14 Application of Parallel Genetic Algorithm for Model-Based Gaussian Cluster Analysis
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    Chapter 15 EEG Based Feature Extraction and Classification for Driver Status Detection
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    Chapter 16 Security Challenges in Semantic Web of Things
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    Chapter 17 A Theoretical Approach Towards Optimizing the Movement of Catom Clusters in Micro Robotics Based on the Foraging Behaviour of Honey Bees
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    Chapter 18 Sensor Data Cleaning Using Particle Swarm Optimization
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    Chapter 19 Comparative Analysis of Chaotic Variant of Firefly Algorithm, Flower Pollination Algorithm and Dragonfly Algorithm for High Dimension Non-linear Test Functions
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    Chapter 20 Analysis of Optimised LQR Controller Using Genetic Algorithm for Isolated Power System
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    Chapter 21 Learning Based Image Super Resolution Using Sparse Online Greedy Support Vector Regression
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    Chapter 22 A Deep Learning Approach for Molecular Crystallinity Prediction
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    Chapter 23 Malayalam to English Translation: A Statistical Approach
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    Chapter 24 GABoost: A Clustering Based Undersampling Algorithm for Highly Imbalanced Datasets Using Genetic Algorithm
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    Chapter 25 A Modified IEEE 802.11 Protocol for Increasing Confidentiality in WLANs
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    Chapter 26 Temporal Event Detection Using Supervised Machine Learning Based Algorithm
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    Chapter 27 PPARM: Privacy Preserving Association Rule Mining Technique for Vertical Partitioning Database
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    Chapter 28 Generation of Hindi Word Embeddings and Their Utilization in Ranking Documents Using Negative Sampling Architecture, t-SNE Visualization and TF-IDF Based Weighted Average of Vectors
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    Chapter 29 Design and Performance of Millimeter Wave Antenna for the 5th Generation of Wireless Communication Systems Application
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    Chapter 30 Path Construction for Data Mule in Target Based Mobile Wireless Sensor Networks
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    Chapter 31 Learning to Solve Single Variable Linear Equations by Universal Search with Probabilistic Program Graphs
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    Chapter 32 PKI Model Optimisation in VANET with Clustering and Polling
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    Chapter 33 Optimizing Probability of Intercept Using XCS Algorithm
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    Chapter 34 Reducing the Negative Effect of Malicious Nodes in Opportunistic Networks Using Reputation Based Trust Management
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    Chapter 35 Features Extraction: A Significant Stage in Melanoma Classification
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    Chapter 36 Development of an Innovative Mobile Phone-Based Newborn Care Training Application
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    Chapter 37 An Image Encryption Method Using Henon Map and Josephus Traversal
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    Chapter 38 Revealing Abnormality Based on Hybrid Clustering and Classification Approach
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    Chapter 39 Medical Recovery System Based on Inertial Sensors
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    Chapter 40 A Comparative Study of Performance and Security Issues of Public Key Cryptography and Symmetric Key Cryptography in Reversible Data Hiding
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    Chapter 41 Haptic Device with Decoupled Motion for Rehabilitation and Training of the Upper Limb
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    Chapter 42 LSTM Approach to Cancel Noise from Mouse Input for Patients with Motor Disabilities
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    Chapter 43 Advancements in Medical Practice Using Mixed Reality Technology
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    Chapter 44 Contouring the Behavioral Patterns of the Users of Social Network(ing) Sites and the Need for Data Privacy Law in India: An Application of SEM-PLS Technique
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    Chapter 45 Classification of Melanoma Using Different Segmentation Techniques
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    Chapter 46 A Fuzzy Based Hybrid Firefly Optimization Technique for Load Balancing in Cloud Datacenters
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    Chapter 47 A Fuzzy Expert System for Diagnosing and Analyzing Human Diseases
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    Chapter 48 Diagnosing Oral Ulcers with Bayes Model
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    Chapter 49 Design and Implementation of a Fault Management System
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    Chapter 50 Optimized Path Selection in Oceanographic Environment
Attention for Chapter 24: GABoost: A Clustering Based Undersampling Algorithm for Highly Imbalanced Datasets Using Genetic Algorithm
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Chapter title
GABoost: A Clustering Based Undersampling Algorithm for Highly Imbalanced Datasets Using Genetic Algorithm
Chapter number 24
Book title
Innovations in Bio-Inspired Computing and Applications
Published by
Springer, Cham, December 2018
DOI 10.1007/978-3-030-16681-6_24
Book ISBNs
978-3-03-016680-9, 978-3-03-016681-6
Authors

O. A. Ajilisa, V. P. Jagathyraj, M. K. Sabu

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 3 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 3 100%

Demographic breakdown

Readers by professional status Count As %
Professor > Associate Professor 1 33%
Professor 1 33%
Unknown 1 33%
Readers by discipline Count As %
Business, Management and Accounting 1 33%
Computer Science 1 33%
Unknown 1 33%