
Emerging Trends in Expert Applications and Security
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Content
- Intro
- Preface
- Acknowledgements
- About This Book
- Contents
- About the Editors
- 1 Nuts and Bolts of ETL in Data Warehouse
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Nuts and Bolts of ETL
- 4 Conclusions and Future Work
- References
- 2 User Identification Over Digital Social Network Using Fingerprint Authentication
- Abstract
- 1 Introduction
- 2 Uniqueness of User
- 2.1 Digital Identity
- 2.2 Social Identity
- 2.3 Fulfilled Points of Discussion
- 3 Digital Social Networking
- 3.1 Groupware
- 3.2 Active Wall (or Sharing Wall)
- 4 Various Security Issues for Identity
- 4.1 What Is the Importance of Digital Social Identity?
- 4.2 Privacy Issues
- 5 Security Methods
- 5.1 Digital Signature
- 5.2 Digital Watermarking
- 5.3 Fingerprint as Watermark
- 6 Experiment and Result
- 6.1 Select Profile Input Image
- 6.2 Select Fingerprint Watermark Image
- 6.3 Watermarked Profile Picture Image
- 6.4 Recovered Watermark
- 6.5 Image Quality and Similarty Measurement
- 7 Future Scopes
- 8 Conclusions
- References
- 3 A Review on Machine Translation Systems in India
- Abstract
- 1 Introduction
- 2 Literature Survey
- 2.1 Anglabharti
- 2.2 Anglabharti-II
- 2.3 Anubharti
- 2.4 Anubharti-II
- 2.5 Anusaaraka
- 2.6 AnglaHindi
- 2.7 MaTra
- 2.8 Mantra
- 2.9 Shiva and Shakti
- 2.10 Anuvadak English-Hindi MT
- 2.11 English-Hindi SMT System
- 2.12 English-Hindi Machine Aided Translations (MAT) System
- 2.13 English to (Hindi, Kannada, Tamil) and Kannada to Tamil Language-Pair EBMT System
- 2.14 English-Hindi EBMT System
- 2.15 A Hybrid Approach to EBMT for English to Indian Languages
- 2.16 Anuvadaksh
- 2.17 Rule-Based Transliteration System
- 2.18 Rupantar
- 3 Conclusion
- References
- 4 Fuzzy-Based Analysis of Information Security Situation
- Abstract
- 1 Introduction
- 2 Basics of Fuzzy Logic
- 3 Fuzzy-Based Analysis of QMISS and Discussion
- 3.1 Results and Discussions
- 4 Conclusion
- References
- 5 Estimation of Microwave Dielectric Constant Using Artificial Neural Networks
- Abstract
- 1 Introduction
- 2 Existing System for Dielectric Constant Measurement
- 3 Proposed Automated Dielectric Constant Measurement System
- 4 Materials and Methods
- 5 Results and Discussion
- 6 Conclusion
- References
- 6 Bone Fracture Detection from X-Ray Image of Human Fingers Using Image Processing
- Abstract
- 1 Introduction
- 2 Related Works
- 3 Proposed Method
- 4 Evaluation and Result
- 5 Conclusions
- References
- 7 Review of Data Analysis Framework for Variety of Big Data
- Abstract
- 1 Introduction
- 2 Structured Data
- 2.1 RDBMS (Relational Database Management System)
- 2.2 Data Mining and Knowledge Discovery
- 3 Semi-structured Data
- 3.1 Concept-Based Approach
- 4 Unstructured Data
- 5 Integrated Framework for Structured, Semi-structured, and Unstructured Data
- 6 Conclusion
- References
- 8 Time Series Forecasting of Gold Prices
- Abstract
- 1 Introduction
- 2 Theoretical Background
- 3 Methodology
- 4 Experimental Setup
- 5 Analysis
- 6 Conclusion
- References
- 9 Titanic Data Analysis by R Data Language for Insights and Correlation
- Abstract
- 1 Introduction
- 2 R Language for Big Data Analytics
- 3 Why Ggplot2?
- 4 R Program
- 5 Results: Correlation Graphs
- 6 Analysis
- 7 Conclusion
- References
- 10 Edge Detection Property of 2D Cellular Automata
- Abstract
- 1 Introduction
- 2 Earlier Classifications
- 3 Proposed Method
- 4 Proposed Classification
- 5 Conclusion
- References
- 11 Augmented Intelligence: A Way for Helping Universities to Make Smarter Decisions
- Abstract
- 1 Introduction
- 2 What Exactly the Augmented Intelligence Is
- 2.1 Augmented Intelligence
- 2.2 Examples of Augmented Intelligence
- 2.3 Application Areas of Augmented Intelligence
- 3 Proposal for the Future Concern
- 4 Conclusion
- 12 A Multiple String and Pattern Matching Algorithm Using Context-Free Grammar
- Abstract
- 1 Introduction
- 2 Processing Phase
- 2.1 Preprocessing of Text Data
- 3 Algorithm for Looking Through the Database Tree Utilizing Context-Free Grammars
- 4 Applications
- 5 Conclusion
- References
- 13 A Review of Machine Translation Systems for Indian Languages and Their Approaches
- Abstract
- 1 Introduction
- 2 Machine Translation Approaches
- 2.1 Rule-Based Machine Translation (RBMT)
- Direct Machine Translation (DMT)
- Transfer-Based Machine Translation (TBMT)
- Interlingual Machine Translation (IMT)
- 2.2 Statistical Machine Translation (SMT)
- 2.3 Example-Based Machine Translation (EBMT)
- 2.4 Hybrid Machine Translation (HMT)
- 3 Literature Survey
- 3.1 MT Systems Based on RBMT
- MT Systems Based on DMT
- MT Systems Based on TBMT
- MT Systems Based on IMT
- 3.2 MT Systems Based on SMT
- 3.3 MT Systems Based on EBMT
- 3.4 MT Systems Based on HMT
- 4 Findings
- 5 Conclusions
- References
- 14 Energy-Efficient Cloud Computing for Smart Phones
- Abstract
- 1 Motivation
- 2 Related Work
- 3 Communication Strategy
- 4 Conclusion
- References
- 15 A Bounding Box Approach for Performing Dynamic Optical Character Recognition in MATLAB
- Abstract
- 1 Introduction
- 1.1 Preprocessing
- 2 Literature Review
- 3 Problem with the Existing Work
- 4 Proposed Algorithm
- 5 Experimental Results
- 6 Comparison Between Existing and Proposed Algorithm
- 7 Conclusion
- References
- 16 Performance Comparison of LANMAR and AODV in Heterogenous Wireless Ad-hoc Network
- Abstract
- 1 Introduction
- 2 Working Principle of AODV and LANMAR
- 2.1 AODV Routing Protocol
- 3 LANMAR Routing Protocol
- 4 Proposed Methodology and Simulation Setup
- 5 Node Placement Scenario
- 5.1 Simulation Setup
- 6 Discussion and Simulation Result
- 7 Conclusion
- References
- 17 An Efficient Approach for Power Aware Routing Protocol for MANETs Using Genetic Algorithm
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Proposed Work
- 4 Result Analysis
- 5 Conclusion and Future Scope
- References
- 18 Multi-purposed Question Answer Generator with Natural Language Processing
- Abstract
- 1 Introduction
- 2 Application of Machine Learning
- 3 Proposed Multi-purposed Automated Question and Answer Generator Based on Machine Learning
- 4 Sample Data Given to Machine and Its Desired Output
- 4.1 Sample Design
- 4.2 Research Design
- 4.3 Tool to Be Used
- 5 Conclusion
- 6 Future Scope
- References
- 19 Building Machine Learning Based Diseases Diagnosis System Considering Various Features of Datasets
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Classification Algorithms
- 3.1 Support Vector Machine
- 3.2 Logistic Regression
- 3.3 J48 Decision Tree
- 3.4 Naïve Bayes
- 4 Experimental Setup and Results
- 4.1 Dermatology
- 4.2 Breast Cancer
- 4.3 Chronic Kidney Disease
- 5 Conclusion
- 6 Future Scope
- References
- 20 Enhancing Data Security in Cloud Using Split Algorithm, Caesar Cipher, and Vigenere Cipher, Homomorphism Encryption Scheme
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Methodology
- 3.1 Split Algorithm
- 3.2 Vigenere Cipher
- 3.3 Caesar Cipher
- 3.4 Homomorphism Encryption Scheme
- 4 Proposed Model
- 4.1 File Encryption Technique Module
- 4.2 Module and Decryption Technique
- 4.3 Split and Club
- 4.4 AES
- 5 Result
- 5.1 Result Definition
- 5.2 Security Against Unauthorized Access
- 5.3 Secured for Data Loss
- 6 Conclusion
- References
- 21 k-dLst Tree: k-d Tree with Linked List to Handle Duplicate Keys
- Abstract
- 1 Introduction
- 2 k-d Tree
- 3 Spatial Indexing for Duplicate Keys
- 4 Proposed Work: k-dLst Tree
- 5 Explanation
- 5.1 Creation of k-dLst Tree Structure
- 5.2 Searching in k-dLst Tree Structure
- 6 Experimental Analysis
- 7 Applications
- 8 Conclusion
- References
- 22 Feature Extraction in Geospatio-temporal Satellite Data for Vegetation Monitoring
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Study Region and Data
- 4 Research Methodology
- 4.1 PCA (Principal Component Analysis)
- 4.2 Correlation
- 4.3 Spatial Autocorrelation: Global Moran's I Function
- 5 Result and Discussions
- 6 Conclusion and Future Scope
- References
- 23 Multiple Objects Tracking Under Occlusion Detection in Video Sequences
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Background Subtraction
- 4 Occlusion Detection
- 5 Analysis
- 6 Conclusion
- References
- 24 IoT Platform for Smart City: A Global Survey
- Abstract
- 1 Introduction
- 2 Internet of Things and Their Characteristics
- 3 Review of Literature
- 4 Observation of the Global Review
- 5 Conclusion
- References
- 25 Incessant Ridge Estimation Using RBCA Model
- Abstract
- 1 Introduction
- 2 CA's Structure and Construction
- 2.1 Structure
- 2.2 Construction
- 3 RBCA Working Principle
- 4 Proposed Algorithm
- 5 Experiments and Results
- 6 Conclusion
- References
- 26 Impact of Try A-Gain-An Online Game App for Society
- Abstract
- 1 Introduction
- 2 Working of the App
- 2.1 Screenshots of the App
- 3 Results and Discussion
- 3.1 Awareness of Try A-Gain Game App
- 3.2 Change in Attitude and Resultant Impact
- 4 Conclusion
- 5 Limitations and Future Work
- References
- 27 A Comparative Analysis of Wavelet Families for Invisible Image Embedding
- Abstract
- 1 Introduction
- 2 Literature Survey
- 3 Image Segmentation Based on Entropy Measures
- 3.1 Entropy Measures
- 4 Embedding Strategy and Experimental Outcomes
- 5 Results and Parameters
- 6 Conclusion
- References
- 28 A Video Database for Intelligent Video Authentication
- Abstract
- 1 Introduction
- 2 Database Definition
- 2.1 Moving Camera Moving Articles (MCMO)
- 2.2 Moving Camera Still Objects (MCSO)
- 2.3 Still Camera Moving Object (SCMO)
- 2.4 Still Camera Still Object (SCSO)
- 2.5 Daylight Videos
- 2.6 Night Vision Videos
- 3 Extension of the Video Database
- 4 Application of an Intelligent Authentication Algorithm Over the Video Database
- 5 Summary and Future Scope
- Appendix
- References
- 29 Software Quality Improvement Through Penetration Testing
- Abstract
- 1 Introduction
- 2 Literature Review
- 3 Testing Work Flow
- 4 Conclusion
- References
- 30 Air Pollution Concentration Calculation and Prediction
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Methodology
- 4 Conclusion
- References
- 31 The NLP Techniques for Automatic Multi-article News Summarization Based on Abstract Meaning Representation
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Multi-article Summarization
- 4 Summary Evaluation
- 5 Conclusion
- References
- 32 An Analysis of Load Management System by Using Unified Power Quality Conditioner for Distribution Network
- Abstract
- 1 Introduction
- 2 Functional Structure of UPQC
- 3 Design of Fuzzy Controller for UPQC
- 4 Conclusion
- References
- 33 Design and Comparative Analysis of Various Intelligent Controller Based Efficiency Improvement of Fuel Cell System
- Abstract
- 1 Introduction
- 2 Maximum MPPT for Fuel Cell
- 2.1 Fuzzy Logic Controller
- 2.2 ANN Based MPPT of Fuel Cell
- 2.3 Anfis-Based Mppt
- 2.4 Hybrid Fuzzy and Firefly Algorithm
- 2.5 Hybrid Anfis and Firefly Algorithm
- 3 Conclusion
- References
- 34 Analysis of Load Balancing Algorithms Using Cloud Analyst
- Abstract
- 1 Introduction
- 2 Load Balancing in Cloud Environment
- 3 Experimental Setup
- 4 Performance Analysis
- 5 Conclusion and Future Scope
- References
- 35 Terrain Attribute Prediction Modelling for Southern Gujarat: A Geo-spatial Perspective
- Abstract
- 1 Introduction
- 2 Flow for Terrain Attribute Prediction
- 2.1 Sampling and Experimental Design
- 3 Geo-spatial Variability Modelling
- 3.1 Approaches to Variogram Model Selection
- 3.2 Approaches to Variogram Parameter Selection
- 3.3 Validation and Performance of Model
- 3.4 Proposed Terrain Attribute Prediction Model (TAPM)
- 4 Conclusion and Future Work
- References
- 36 Sentiment Analysis of Live Tweets After Elections
- Abstract
- 1 Introduction
- 2 Literature Review
- 3 Technology and Experiment
- 3.1 R Language
- 3.2 Libraries Used
- 3.3 Experimental Procedure
- 4 Conclusion and Future Scope
- References
- 37 Smart Innovation Regarding Bringing Kitchen Food Items in the Kitchen by Automatically Informing the Shopkeeper by Using GSM 900 Board and Arduino Uno R3 Board with Proper Programming
- Abstract
- 1 Introduction
- 2 Procedure to Do the Task
- 3 Conclusion
- References
- 38 Sentence Tokenization Using Statistical Unsupervised Machine Learning and Rule-Based Approach for Running Text in Gujarati Language
- Abstract
- 1 Sentence Tokenization and Issues
- 2 Sentence Tokenizer for Running Text in Gujarati Language
- 3 Experimental Analysis
- 4 Conclusion
- References
- 39 A Hybrid Approach to Authentication of Signature Using DTSVM
- Abstract
- 1 Introduction
- 2 Literature Review
- 3 Proposed Work
- 3.1 Data Acquisition
- 3.2 Preprocessing
- 3.3 Feature Extraction Method
- 4 Decision Tree Algorithm
- 5 Experimental Approach
- 6 Result
- 7 Conclusion
- References
- 40 Securing Web Access-DNS Threats and Remedies
- Abstract
- 1 Introduction
- 2 DNS Infrastructure
- 2.1 DNS Hierarchy
- 2.2 Resource Records and Resolvers
- 2.3 DNS Packet Structure
- 3 DNS Vulnerabilities and Attacks
- 3.1 DNS Cache-Based Attacks
- Cache Poisoning
- 3.2 Man-in-Middle Attacks
- 3.3 Denial-of-Service Attacks
- DDOS Amplification Attacks
- 3.4 DNS Rebinding Attacks
- 3.5 DNS Tunneling
- 4 Domain Name System Security Extension (DNSSEC)
- 4.1 Infrastructure
- DNSSEC Resource Records
- 5 DNSSEC in Mitigating Threats
- 6 Other Preventive Measures Against Various DNS Threats
- 6.1 DNS Rebinding Attack
- 6.2 DNS Tunneling
- 7 Conclusion
- References
- 41 P2S_DLB: Pluggable to Scheduler Dynamic Load Balancing Algorithm for Distributed Computing Environment
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Pluggable to Scheduler Dynamic Load Balancing Algorithm (P2S_DLB)
- 4 Implementation Scenario and Input Dataset
- 5 Experimental Results and Analysis
- 6 Conclusion and Future Scope
- References
- 42 Parkinson Disease Prediction Using Machine Learning Algorithm
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Problem Definition
- 4 System Architecture
- 5 Proposed Model
- 5.1 Data Collection
- 5.2 Data Preprocessing
- 5.3 Data Mining
- 6 Experimental Results
- 7 Conclusion and Future Scope
- References
- 43 Hybrid Technique Based on DBSCAN for Selection of Improved Features for Intrusion Detection System
- Abstract
- 1 Introduction
- 2 Data Mining Techniques
- 2.1 Knowledge Discovery in Databases
- 2.2 Data Mining Techniques
- 2.3 Machine Learning
- 3 Data Mining Application
- 4 Goals of Data Mining
- 4.1 Prediction
- 4.2 Identification
- 4.3 Classification
- 4.4 Optimization
- 5 Advantages of DM
- 6 Literature Survey
- 7 Discussion and Result
- 7.1 Denial-of-Service Attack (DOS)
- 7.2 User to Root Attack (U2R)
- 7.3 Remote to Local Attack (R2L)
- 7.4 PROBE Attack
- 8 Conclusion
- References
- 44 A Study on Performance Evaluation of Cryptographic Algorithm
- Abstract
- 1 Introduction
- 2 Cryptography
- 3 Symmetric Encryption Schemes
- 3.1 DES Algorithm
- 3.2 Encryption
- 3.3 AES
- 4 Present Work
- 5 Conclusion
- 6 Future Scope
- References
- 45 Optimal Ant and Join Cardinality for Distributed Query Optimization Using Ant Colony Optimization Algorithm
- Abstract
- 1 Introduction
- 2 Significance of Ants in Ant Colony Optimization Algorithm
- 3 Experimental Setup
- 4 Results and Analysis
- 5 Conclusion
- References
- 46 Comparative Study of Various Cryptographic Algorithms Used for Text, Image, and Video
- Abstract
- 1 Introduction
- 2 Various Encryption Algorithms
- 3 Comparative Analysis of Encryption Algorithms
- 4 Conclusion
- References
- 47 A Comparative Study of Ontology Building Tools for Contextual Information Retrieval
- Abstract
- 1 Introduction
- 2 Ontology Quality Evaluation Architecture
- 3 Ontology Building Tools
- 3.1 Protégé 4.3
- 3.2 Isaviz
- 3.3 Apollo
- 3.4 Swoop
- 4 Determination of Various Parameters for Model Comparison
- 5 Creation of Ontology
- 5.1 Creation of Ontology
- 6 Comparative Study and Analysis of the Abovementioned Tools
- 7 Conclusion
- References
- 48 A Comparative Study of Cryptographic Algorithms for Cloud Security
- Abstract
- 1 Introduction
- 2 Security Issues and Challenges
- 3 Security Algorithm Used in Cloud Computing
- 3.1 RSA (Rivest-Shamir-Adleman)
- 3.2 Data Encryption Standard (DES)
- 3.3 Advance Encryption Standard (AES)
- 4 Comparison of Existing Algorithms
- 5 Conclusion
- References
- 49 Mathematical Modelling and Analysis of Graphene Using Simulink Technique
- Abstract
- 1 Introduction
- 2 Results and Discussion
- 2.1 Power Intensity
- 2.2 Rayleigh Scattering
- 2.3 Generation Rate of Electron and Hole
- 3 Research Methodology
- 4 Conclusion
- References
- 50 Development of IoT for Smart Agriculture a Review
- Abstract
- 1 Introduction of the Internet of Things
- 2 Problem Statements
- 3 Applications of IoT in Agriculture
- 4 Benefits of IOT in Agriculture
- 5 Literature Review
- 6 Conclusion
- References
- 51 Multi-label Classification Trending Challenges and Approaches
- Abstract
- 1 Introduction
- 2 Systematic Review
- 3 Search Strategies for Preliminary Studies
- 4 Result
- 4.1 Problem Transformation (PT) Method
- 4.2 Adapted Algorithm
- 5 Challenges of Multi-label Data Classification
- 6 Conclusion and Future Scope
- References
- 52 Virtual Reality as a Marketing Tool
- Abstract
- 1 Introduction
- 1.1 VR in Marketing
- 1.2 Google Street View
- 1.3 Motion Sickness Due to VR
- 2 Problem Conceptualization
- 3 Methodologies Adapted
- 3.1 Two-Way ANOVA Test
- 4 Results and Inferences
- 5 Conclusions
- Reference
- 53 A Critical and Statistical Analysis of Air Pollution Using Data Analytics
- Abstract
- 1 Introduction
- 2 Literature Review
- 3 Methodology
- 3.1 Air Pollutant's Diffusion
- 4 Data Analysis on Air Pollution
- 4.1 Statistical Analysis of Air Pollution
- 5 Implementation
- 5.1 Data Analysis of Various Areas of Delhi
- 6 Result and Analysis
- 7 Conclusion and Future Scope
- References
- 54 Conceptual Structure of ASMAN Framework to Compare SaaS Providers
- Abstract
- 1 Introduction
- 2 Literature Review
- 3 General SaaS Adoption Criteria
- 3.1 Service Consumer Level (End User)
- 3.2 Middleware Level (APIs
- Application Programming Interface)
- 3.3 Service Provider Level (List of SaaS Services)
- 4 ASMAN Conceptual Structural Model
- 5 Conclusion
- References
- 55 A Case Study of Feedback as Website Design Issue
- Abstract
- 1 Introduction
- 2 Methodology
- 2.1 Problem Identification
- 2.2 Online Tool for Testing Websites
- 2.3 Sample Data
- 3 Results and Discussion
- 4 Conclusion
- 5 Limitations
- 6 Future Scope
- Acknowledgements
- References
- 56 A Review of Sentimental Analysis on Social Media Application
- Abstract
- 1 Introduction
- 2 Literature Review
- 3 Sentiment Analysis
- 3.1 Phases of Sentimental Analysis
- 3.2 Levels of Sentimental Analysis
- 4 Comparative Analysis
- 5 Conclusion and Future Scope
- References
- 57 Trust Prediction Using Ant Colony Optimization and Particle Swarm Optimization in Social Networks
- Abstract
- 1 Introduction
- 1.1 Swarm Intelligence
- 1.2 Ant Colony Optimization (ACO)
- 1.3 Particle Swarm Optimization (PSO)
- 2 Related Works
- 3 Proposed Algorithm
- 4 Summary and Result
- 5 Conclusion
- References
- 58 Stock Market Price Prediction Using LSTM RNN
- Abstract
- 1 Introduction
- 2 Literature Survey
- 3 Prediction Using LSTM RNN
- 3.1 Recurrent Neural Networks
- 3.2 Long Short-Term Memory Cells
- 4 Results
- 5 Discussion
- 6 Conclusion
- 7 Future Implementation
- Acknowledgements
- References
- 59 Honeypots and Its Deployment: A Review
- Abstract
- 1 Introduction
- 2 Literature Review
- 3 Honeypot Technology
- 3.1 Types of Honeypot
- Based on Interaction Levels
- Based on Deployment
- 3.2 Deployment of Honeypot
- 4 Comparative Analysis
- 5 Conclusion and Future Work
- References
- 60 Study on Data Mining with Drug Discovery
- Abstract
- 1 Introduction
- 2 Data Mining Technique
- 3 Relevance of Data Mining in Drug Discovery
- 4 Applications of Data Mining in the Medical Industry
- 5 Implementation of Data Mining for Drug Development
- 6 Conclusion
- 7 Result
- References
- 61 Efficient Hybrid Recommendation Model Based on Content and Collaborative Filtering Approach
- Abstract
- 1 Introduction
- 2 Methodology
- 2.1 Parameters
- 2.2 Dataset
- 2.3 Proposed Model
- 3 Implementation
- 3.1 Content-Based Similarity Computation
- 3.2 Collaborative Filtering Based Similarity Computation
- Star Rating Prediction
- Normalization/Centeredness of Rating Scheme
- Collaborative Similarity Computation
- 4 Future Work
- References
- 62 Research Review on Digital Image Steganography Which Resists Against Compression
- Abstract
- 1 Introduction
- 2 Literature Review and Related Work
- 3 Research Methodology
- 4 Findings
- 5 Conclusion
- 6 Future Scope
- References
- 63 Improved Google Page Rank Algorithm
- Abstract
- 1 Introduction
- 2 Page Rank Algorithm
- 2.1 Traditional Page Rank Algorithm
- Characteristics of Page Rank Algorithm
- 2.2 Proposed Page Rank Algorithm
- 3 Application Details
- 4 Conclusion
- 5 Future Scope
- References
- 64 A Pioneering Encryption Technique for Images
- Abstract
- 1 Introduction
- 2 Existing System
- 3 Proposed Method
- 3.1 CEILIDH
- 3.2 Honey Encryption
- 4 Conclusion
- Acknowledgements
- References
- 65 A Pedestrian Collision Prevention Method Through P2V Communication
- Abstract
- 1 Introduction
- 2 Related Work
- 2.1 Communication Method Between the Pedestrian and the Vehicle
- VANETs for the Communication Between Vehicles and Infrastructures
- iBeacon for P2V Communication
- 3 Danger Recognition Method
- 3.1 Setting up Safety Area
- 3.2 Results Analysis
- 4 Conclusion and Future Research Plan
- Acknowledgements
- References
- 66 Summarization Using Corpus Training and Machine Learning
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Feature Analysis
- 3.1 Procedure for Corpus Analysis
- 3.2 Brown Corpus
- 3.3 N-Gram Probability (Factor F1)
- 3.4 Relating Keywords (Feature F2)
- 3.5 Sentence Cohesion Score (Feature F6)
- 4 Intermediate Results
- 4.1 Correlation Between Features (Spearman Rank Test)
- 5 Artificial Neural Network
- 6 Conclusion
- References
- 67 Exploring Open Source for Machine Learning Problem on Diabetic Retinopathy
- Abstract
- 1 Introduction
- 2 Literature Review
- 3 Methodology
- 4 Analysis and Result
- 5 Summary and Conclusion
- References
- 68 Diagnosis of Parkinson's Diseases Using Classification Based on Voice Recordings
- Abstract
- 1 Introduction
- 2 Problem Definition
- 3 Architecture and Model
- 3.1 Learning Process and Training
- 4 Results
- References
- 69 Analytical Analysis of Learners' Dropout Rate with Data Mining Techniques
- Abstract
- 1 Introduction
- 2 Literature Survey
- 2.1 MOOC Design
- 2.2 Factors Influencing MOOC
- 3 Methods and Evaluations of MOOC and Data Mining
- 4 Result and Analysis
- 5 Conclusion and Future Scope
- References
- 70 Discovering the Unknown Patterns of Crop Production Using Clustering Analysis
- Abstract
- 1 Introduction
- 2 Literature Review
- 3 Methodology
- 3.1 Data Exploration
- 3.2 Data Cleaning
- 3.3 Determining Cluster Parameters
- 3.4 Cluster Analysis
- 4 Result and Analysis
- 5 Conclusion
- 71 Predicting the Accuracy of Machine Learning Algorithms for Software Cost Estimation
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Research Methodology
- 3.1 Dataset
- 3.2 WEKA Tool
- 3.3 Naive Baye's Algorithm
- 4 Experimental Evaluation
- 5 Performance Evaluation
- 6 Conclusion
- References
- 72 Cloud Computing Research Issues, Challenges, and Future Directions
- Abstract
- 1 Introduction
- 2 Cloud Computing-A Background
- 3 Related Work
- 4 Research Issues, Challenges, and Future Directions
- 5 Cloud Computing Application Areas
- 6 Conclusion
- References
- 73 Social Big Data Analysis-Techniques, Issues and Future Research Perspective
- Abstract
- 1 Introduction
- 2 Big Data-A Background
- 2.1 Big Data Technologies
- 2.2 Big Data Applications
- 3 Related Work
- 4 Open Research Challenges and Future Perspectives
- 5 Conclusion
- References
- 74 A Review Paper on Eye Disease Detection and Classification by Machine Learning Techniques
- Abstract
- 1 Introduction
- 2 Literature Survey
- 3 Proposed System
- 4 Conclusions and Future Work
- References
- 75 Kernel FCM-Based ANFIS Approach to Heart Disease Prediction
- Abstract
- 1 Introduction
- 2 Kernel FCM Clustering
- 3 ANFIS
- 4 Dataset
- 5 Experimental Results
- References
- 76 State-of-the-Art Artificial Intelligence Techniques in Heart Disease Diagnosis
- Abstract
- 1 Introduction
- 2 Popular AI Methods in Heart Disease Detection
- 2.1 Artificial Neural Networks in Heart Disease Prediction
- 2.2 Genetic and Evolutionary Algorithms in Heart Disease Prediction
- 2.3 Neuro-Fuzzy Systems in Heart Disease Prediction
- 3 Conclusion
- References
- 77 Security and Privacy Issues in Big Data: A Review
- Abstract
- 1 Introduction
- 2 Security and Privacy in Big Data
- 3 Proposed Architecture
- 4 Conclusion
- References
- 78 Stemmatizer-Stemmer-based Lemmatizer for Gujarati Text
- Abstract
- 1 Introduction
- 2 Issues in Lemmatization of Gujarati Language Text
- 3 Proposed Methodology
- 3.1 Description of Vocabulary
- 3.2 Algorithm
- 3.3 Learning of New Vocabulary
- 4 Result Analysis
- 5 Conclusion and Future Enhancement
- References
- 79 Performance Impact on Different Parameters by the Continuous Evolution of Distributed Algorithms in Wireless Sensor Networks: A Study
- Abstract
- 1 Introduction
- 2 Proposed Minimum Spanning Tree Algorithms
- 2.1 Choi et al. [9]
- 2.2 Khan et al. [10]
- 2.3 Wang [11]
- 2.4 Sanger and Agarwal [14]
- 2.5 Wang et al. [13]
- 2.6 Gong and Jiang [14]
- 2.7 Ghosh et al. [15]
- 2.8 Yanrong Cui and Hang Qin [16]
- 3 Conclusion
- References
- 80 A Framework of Lean ERP Focusing MSMEs for Sales Management
- Abstract
- 1 Introduction
- 2 Background and Related Work
- 3 Framework for Lean ERP
- 4 Artefact for Sales Management Module
- 5 Research Outcome
- 6 Conclusion and Future Work
- References
- 81 Multimedia Cloud for Higher Education Establishments: A Reflection
- Abstract
- 1 Introduction
- 2 Review of Current Studies
- 3 Protection for Cloud-Based Multimedia Content
- 4 Reflections on Current Practices and Recommendations
- 5 Results
- Acknowledgements
- References
- 82 Optimal Multi-document Integration Using Iterative Elimination and Cosine Similarity
- Abstract
- 1 Introduction
- 2 Related Works
- 2.1 Extractive Summarization Methods
- 3 Proposed Methodology
- 4 System Design
- 4.1 Steps
- 5 Results and Discussion
- 6 Conclusion Future Enhancement
- References
- 83 Secured Data Sharing in Groups Using Attribute-Based Broadcast Encryption in Hybrid Cloud
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Proposed Work
- 4 Performance Evaluation
- 5 Conclusion
- References
- 84 An Efficient FPGA-Based Shunt Active Filter for Power Quality Enhancement
- Abstract
- 1 Introduction
- 2 System Design and Operating Principle
- 3 Control Method
- 3.1 Instantaneous Reactive Power Theory
- 3.2 DC Link Control
- 3.3 Hysteresis Current Controller
- 4 Simulation and Results
- 5 Conclusion
- References
- 85 An Empirical Study on Potential and Risks of Twitter Data for Predicting Election Outcomes
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Findings of the Literature Survey
- 4 Conclusion and Future Work
- References
- 86 An Intelligent Framework for Sentiment Analysis of Text and Emotions-Implementation of Restaurants' Case Study
- Abstract
- 1 Introduction
- 2 Sentiment Analysis
- 3 Research Methodology
- 3.1 Features of Existing Research Methodology
- 3.2 Drawbacks of Existing Research Methodology
- 4 Implementation
- 4.1 Modules of Framework
- 4.2 Experimental Work
- 5 Conclusion
- References
- Author Index
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