Details

Subject(s)

• Data mining—Congresses [Browse]
• Computer security—Congresses [Browse]

Editor

• Hassanien, Aboul Ella [Browse]

Series

• Advances in intelligent systems and computing ; 1286. [More in this series]
• Advances in Intelligent Systems and Computing ; 1286

Source of description

Description based on print version record.

Contents

• 498518_1_En_OFC
• 498518_1_En_BookFrontmatter_OnlinePDF
• Preface
• Contents
• About the Editors
• 498518_1_En_1_PartFrontmatter_OnlinePDF
• Computational Intelligence
• 498518_1_En_1_Chapter_OnlinePDF
• Mathematical Modelling and Analysis of Walters Liquid Motion with Brownian Diffusion
• 1 Introduction
• 2 Mathematical Formulation
• 3 Method of Solution
• 4 Results and Discussion
• 5 Conclusion
• References
• 498518_1_En_2_Chapter_OnlinePDF
• Modelling of Two-Phase Fluid Flow Over a Stretching Sheet and Its Numerical Investigation
• 2 Mathematical Formulation of the Problem
• 5 Conclusions
• 6 Nomenclature
• 498518_1_En_3_Chapter_OnlinePDF
• Boundary Layer Flow and Its Dual Solutions Over a Stretching Cylinder: Stability Analysis
• 3 Stability Analysis
• 498518_1_En_4_Chapter_OnlinePDF
• Towards a Conceptual Modelling of Ontologies
• 2 Related Work
• 3 Conceptual Modelling of Ontology
• 4 Conclusion
• 498518_1_En_5_Chapter_OnlinePDF
• Mathematical Modelling of Power Law Fluid Flow Through a Pipe and Its Rheology
• 2 Mathematical Formulation of the Flow Analysis
• 498518_1_En_6_Chapter_OnlinePDF
• NeurolncRNA: A Database of LncRNAs Associated with Human Neurodegenerative Diseases
• 2 Materials and Methods
• 2.1 Data Extraction from Literature
• 2.2 Retrieval of Sequence Information of the lncRNAs
• 2.3 Extraction of Sequence-Based Features of the Collected lncRNAs
• 2.4 Methodology of Development
• 3 Results and Discussion.
• 3.1 Categorization of lncRNAs and their Literature Details
• 3.2 Different Sequence-Based Features of lncRNAs
• 4 Conclusion and Future Scope
• 498518_1_En_7_Chapter_OnlinePDF
• Affective State Analysis Through Visual and Thermal Image Sequences
• 2 Design of the Experiment
• 3 Emotion Classification
• 3.1 First Network: Face Detection
• 3.2 Second Network: Emotion Classification
• 4 Negative Affect Recognition
• 4.1 Training the HMM
• 4.2 Clustering of Emotion Sequences
• 5 Experimental Results
• 6 Conclusion
• 498518_1_En_8_Chapter_OnlinePDF
• An Ensemble Deep Learning Method for Diabetes Mellitus
• 2 Related Works
• 3 Dataset Description
• 4 Proposed Methodology
• 5 Results and Discussions
• 6 Conclusion and Future Direction
• 498518_1_En_9_Chapter_OnlinePDF
• Memory Fluid Flow Past a Vertical Circular Cylinder and Its Energy Transfer
• 498518_1_En_10_Chapter_OnlinePDF
• A Comparative Study on Financial Market Forecasting Using AI: A Case Study on NIFTY
• 2 Preliminaries
• 2.1 Auto-Regressive Integrated Moving Average (ARIMA)
• 2.2 Facebook's PROPHET
• 2.3 Support Vector Regression (SVR)
• 2.4 Recurrent Neural Network (RNN)
• 3 Methodology
• 3.1 Data Pre-processing
• 4 Experimental Approach
• 5 Result Analysis
• 5.1 Root Mean Square Error (RMSE)
• 5.2 Mean Absolute Percentage Error (MAPE)
• 5.3 R2
• 498518_1_En_11_Chapter_OnlinePDF
• Hydromagnetic Oscillatory Couette Flow of a Visco-Elastic Fluid with Dust in a Channel with Radiative Heat
• 5 Conclusion.
• 498518_1_En_12_Chapter_OnlinePDF
• Hard Exudates Detection: A Review
• 2 Literature Review
• 3 Conclusion
• 498518_1_En_13_Chapter_OnlinePDF
• Analysis of Visco-elastic Fluid Flow Over an Inclined Cylinder: A Numerical Approach
• 2 Mathematical Formulations
• 498518_1_En_14_Chapter_OnlinePDF
• Convolution Neural Network-Driven Computer Vision System for Identification of Metanil Yellow Adulteration in Turmeric Powder
• 2 Experimentation
• 2.1 Sample Preparation
• 2.2 Image Acquisition
• 2.3 CNN Model
• 3 Results and Discussion
• 498518_1_En_15_Chapter_OnlinePDF
• Identification of Biologically Relevant Biclusters from Gene Expression Dataset of Duchenne Muscular Dystrophy (DMD) Disease Using Elephant Swarm Water Search Algorithm
• 2 Problem Description
• 2.1 Biclustering
• 2.2 Initial Population
• 2.3 Cost Function
• 3 Proposed Method
• 3.1 Elephant Swarm Water Search Algorithm (ESWSA)
• 3.2 Chaotic Move Elephant Swarm Water Search Algorithm (CM-ESWSA)
• 4 Numerical Experiment
• 4.1 Analysis of the Results on Benchmark Functions
• 4.2 Convergence Analysis
• 4.3 Statistical Testing
• 4.4 Results on Real Life Problem
• 498518_1_En_16_Chapter_OnlinePDF
• Shadow Detection Using DenseUNet
• 2 A Brief Review of Shadow Detection
• 3.1 Intuition
• 3.2 Basic UNet Architecture
• 3.3 DenseUNet Architecture
• 3.4 Preprocessing of Shadow Images
• 3.5 Training
• 4 Results and Discussions
• 4.1 Testing
• 4.2 Comparison to the State of the Art
• 4.3 Failure Cases
• 498518_1_En_17_Chapter_OnlinePDF.
• Map Merging for an Autonomous Multi-robotic System
• 2 Proposed Method
• 2.1 Map-Merging Characteristics and Its Adaptation
• 2.2 The Map-Merging Method
• 3 Map Merging and Degrees of Freedom: A Mathematical Analysis
• 4 Demonstration of the Map-Merging Process
• 498518_1_En_18_Chapter_OnlinePDF
• On Some Basic Graph Invariants of Unitary Addition Cayley Graph of Gaussian Integers Modulo n
• 3 Some Properties of Gaussian Integers
• 4 Clique Number and Chromatic Number of Gn[i]
• 5 Domination Number of Gn[i]
• 498518_1_En_19_Chapter_OnlinePDF
• A Brief Survey of Token Curated Registries
• 2 TCR and It's Working
• 2.1 Consumers
• 2.2 Candidates
• 2.3 Token Holders
• 2.4 The Incentive System of Token Curated Registries
• 3 Types of TCRs
• 3.1 TCR Classification Based on Design Pattern
• 3.2 TCR Classification Based on Data
• 3.3 TCR Classification Based on Implementation Metrics
• 4 Advantages of TCR
• 5 Applications or Use Cases of TCR
• 5.1 Journalism
• 5.2 Regulatory
• 5.3 Ocean Protocol
• 5.4 Deconet
• 5.5 Advertising
• 5.6 Medical
• 5.7 Userfeeds.io
• 5.8 Mapping
• 5.9 Video
• 5.10 Real Estate
• 5.11 Employment
• 6 TCR'S Open Challenges and Their Existing Solutions
• 6.1 Chicken-Egg Problem
• 6.2 Passive Token Holding/Speculation
• 6.3 Coin-Flipping
• 6.4 Parametric Issues
• 6.5 Order/Ranking in TCRs
• 6.6 Subjective Curation
• 6.7 Economic Attacks
• 6.8 Spam Attack
• 6.9 Registry Poisoning
• 6.10 Real Time Coordination Problem
• 6.11 Publicly Available Data
• 6.12 Nesting of TCRs
• 7 Conclusion and Future Work
• 498518_1_En_20_Chapter_OnlinePDF
• Comparative Study of Effective Augmentation Method for Bangla ASR Using Convolutional Neural Network.
• 3.1 Data Collection
• 3.2 Data Augmentation
• 3.3 CNN Architecture
• 3.4 Linear Predictive Cepstral Coefficients (LPCC)
• 3.5 Mel-Frequency Cepstral Coefficients (MFCC)
• 4.1 Effect of Augmentation in LPCC Model
• 4.2 Effect of Augmentation in MFCC Model
• 4.3 Overall Evaluation
• 498518_1_En_21_Chapter_OnlinePDF
• A Novel Human Activity Recognition Strategy Using Extreme Learning Machine Algorithm for Smart Health
• 3.1 Feature Extraction
• 3.2 The Conventional ELM
• 3.3 Proposed Ensemble ELM
• 4 Experimental Setup
• 5 Results
• 498518_1_En_22_Chapter_OnlinePDF
• Ranking Countries by Perception of Indigenous Companies: A Social Media Rank Metric
• 1.1 Problem Statement
• 1.2 Solution Proposed
• 2 Existing Research
• 3 Data and Resources Used
• 3.1 GADM, the Database of Global Administrative Areas
• 3.2 Forbes Global 2000
• 3.3 Twitter Search API
• 4 Methodology Adopted
• 4.1 Technologies Used
• 4.2 Obtaining List of Companies Under Consideration from Forbes Global 2000
• 4.3 Collection of Relevant Tweets
• 4.4 Use of Vader Sentiment Library
• 4.5 Statistical Manipulation and Analysis
• 5 Calculations Done
• 6 Results
• 7 Conclusion
• 8 Shortcomings
• 498518_1_En_23_Chapter_OnlinePDF
• AIDE-AI and IoT-Enabled Home Automation for Disabled and Elderly
• 3 Proposed Design
• 4 Methodology
• 4.1 Glove
• 4.2 Hub
• 4.3 AI Agent
• 4.4 Mobile Application
• 498518_1_En_25_Chapter_OnlinePDF.
• Synthesizing Uniform Concentric Circular Array Antenna for Minimized Sidelobes Using Teaching-Learning-Based Optimization Algorithm.

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ISBN

981-15-9927-0

OCLC

1259677959

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