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Advanced Computing and Intelligent Engineering

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Cover of 'Advanced Computing and Intelligent Engineering'

Table of Contents

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    Book Overview
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    Chapter 1 Effect of Dimensionality Reduction on Classification Accuracy for Protein–Protein Interaction Prediction
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    Chapter 2 Early Detection of Breast Cancer Using Support Vector Machine With Sequential Minimal Optimization
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    Chapter 3 Clustering Performance Analysis
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    Chapter 4 Heuristic Algorithm for Resolving Pronominal Anaphora in Hindi Dialects
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    Chapter 5 End-to-End Reinforcement Learning for Self-driving Car
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    Chapter 6 Understanding Antibiotic Resistance Using Different Machine Learning Approaches
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    Chapter 7 Computer Vision Aided Study for Melanoma Detection: A Deep Learning Versus Conventional Supervised Learning Approach
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    Chapter 8 Clustering of Association Rules on Microarray Gene Expression Data
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    Chapter 9 Boolean Association Rule Mining on Microarray Gene Expression Data
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    Chapter 10 Early Detection of Alzheimer’s Disease Using Multi-feature Fusion and an Ensemble of Classifiers
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    Chapter 11 An SNN-DBSCAN Based Clustering Algorithm for Big Data
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    Chapter 12 Wavelet Transform Domain Methods for Resolution Enhancement of Satellite Images
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    Chapter 13 Improving Query Results in Ontology-Based Case-Based Reasoning by Dynamic Assignment of Feature Weights
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    Chapter 14 A Survey on Representation for Itemsets in Association Rule Mining
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    Chapter 15 Efficient Clustering Using Nonnegative Matrix Factorization for Gene Expression Dataset
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    Chapter 16 Design of Random Forest Algorithm Based Model for Tachycardia Detection
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    Chapter 17 Detection of Spam in YouTube Comments Using Different Classifiers
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    Chapter 18 Deep Learning Architectures for Named Entity Recognition: A Survey
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    Chapter 19 Effect of Familiarity on Recognition of Pleasant and Unpleasant Emotional States Induced by Hindi Music Videos
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    Chapter 20 The Case Study of Brain Tumor Data Analysis Using Stata and R
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    Chapter 21 Predictive Data Analytics for Breast Cancer Prognosis
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    Chapter 22 A Semantic Approach of Building Dynamic Learner Profile Model Using WordNet
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    Chapter 23 Prioritizing Public Grievance Redressal Using Text Mining and Sentimental Analysis
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    Chapter 24 An Automatic Summarizer for a Low-Resourced Language
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    Chapter 25 Printed Odia Symbols for Character Recognition: A Database Study
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    Chapter 26 Importance of Data Standardization Methods on Stock Indices Prediction Accuracy
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    Chapter 27 Feature Relevance Analysis and Feature Reduction of UNSW NB-15 Using Neural Networks on MAMLS
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    Chapter 28 Video Summarization Based on Optical Flow
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    Chapter 29 Decision Support System for Black Classification of Dental Images Using GIST Descriptors
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    Chapter 30 Pattern Analysis of Brain Functional Connectivity Parameters After Removal of Artifactual Motifs from EEG During Meditation
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    Chapter 31 Hyper-heuristic Image Enhancement (HHIE): A Reinforcement Learning Method for Image Contrast Enhancement
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    Chapter 32 Comparative Analysis of Salt and Pepper Removal Techniques for Binary Images
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    Chapter 33 An Intelligent Approach for Noise Elimination from Brain Image
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    Chapter 34 Hyper-spectral Image Denoising Using Sparse Representation
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    Chapter 35 Automated Retinal Vessel Segmentation Based on Morphological Preprocessing and 2D-Gabor Wavelets
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    Chapter 36 Spectral Smoothening Based Waveform Concatenation Technique for Speech Quality Enhancement in Text-to-Speech Systems
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    Chapter 37 Breast Abnormality Detection Using LBP Variants and Discrete Wavelet Transform
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    Chapter 38 Modified Histogram Segmentation Bi-Histogram Equalization
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    Chapter 39 A Comparative Analysis on Filtering Techniques Used in Preprocessing of Mammogram Image
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    Chapter 40 Synthetic Image and Strange Attractor: Two Folded Encryption Approach for Secure Image Communication
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    Chapter 41 Role of Soft Outlier Analysis in Database Intrusion Detection
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    Chapter 42 Grey-Level Text Encryption Using Chaotic Maps and Arnold Transform
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    Chapter 43 Application of Deep Learning for Database Intrusion Detection
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    Chapter 44 Design of Intrusion Detection System for Wormhole Attack Detection in Internet of Things
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    Chapter 45 Information Encoding, Gap Detection and Analysis from 2D LiDAR Data on Android Environment
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    Chapter 46 Attribute-Based Convergent Encryption Key Management for Secure Deduplication in Cloud
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    Chapter 47 Random Invertible Key Matrix Decomposition for Classical Cryptography
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    Chapter 48 State Space Reduction Using Bounded Search Method
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    Chapter 49 Exploring Application of Knowledge Space Theory in Accessibility Testing
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    Chapter 50 Unsupervised Detection of Dispersion and Merging Activities for Crowded Scenes
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    Chapter 51 Mapping Clinical Narrative Texts of Patient Discharge Summaries to UMLS Concepts
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    Chapter 52 Enhanced Decision Tree Algorithm for Discovery of Exceptions
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    Chapter 53 A Fuzzy Approach for Cost and Time Optimization in Agile Software Development
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    Chapter 54 Computing Articulation Points Using Maximal Clique-Based Vertex Classification
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Title
Advanced Computing and Intelligent Engineering
Published by
Springer Singapore, January 2020
DOI 10.1007/978-981-15-1081-6
ISBNs
978-9-81-151080-9, 978-9-81-151081-6
Editors

Bibudhendu Pati, Chhabi Rani Panigrahi, Rajkumar Buyya, Kuan-Ching Li

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