Emerging Trends in Expert Applications and Security

Name: Emerging Trends in Expert Applications and Security | Proceedings of ICETEAS 2018
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Proceedings of ICETEAS 2018

Vijay Singh Rathore Marcel Worring Durgesh Kumar Mishra Amit Joshi Shikha Maheshwari(Herausgeber*in)

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Erschienen am 19. November 2018

XX, 745 Seiten

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Vijay Singh Rathore is a Professor at JECRC, Jaipur. He completed his PhD in Computer Sciences at the University of Rajasthan. He is an active member of various academic committees, including IEEE, ACM, UGC, IGNOU, RTU, UOR, IISU, and JNU. He has published over 100 papers in high impact journals and conference proceedings and has written books on computer science, information technology and management. He has also filed two patents for SMILE and FOBIA. Marcel Worring is a Professor at Data Science for Business Analytics (Amsterdam Business School) and an Associate Professor at the Informatics Institute (IvI). He is also an Associate Director of Amsterdam Data Science. He completed his PhD in Shape Analysis of Digital Curves at the University of Amsterdam. His research interests are in multimedia analytics, with a focus on the integration of multimedia analysis, multimedia Mining, information visualization, and multimedia Interaction into a coherent framework that yields more than its constituent components. Durgesh Kumar Mishra received his M.Tech. degree in Computer Science from DAVV, Indore in 1994 and PhD degree in Computer Engineering in 2008. He is currently working as a Professor (CSE) and Director of the Microsoft Innovation Centre at SAIT, Indore, MP, India. He is also Visiting Faculty at IIT-Indore, MP, India. He has 24 years of teaching and 10 years of research experience, and has published over 90 papers in refereed international/national journals and conferences, including IEEE, ACM conferences. He has also served the Computer Society of India (CSI) as Chairman, CSI Indore Chapter; State Student Coordinator- Region III MP; Member-Student Research Board; Core Member-CSI IT Excellence Award Committee. He is currently Chairman of CSI Division IV Communication at National Level (2014-2016). He had been Chief Editor of the Journal of Technology and Engineering Sciences,a consultant to industry and Government of Madhya Pradesh organizations, and a member of BIS, for the Government of India for Information Security domain. Amit Joshi is a young entrepreneur and researcher with a B.Tech in Information Technology and M.Tech in Computer Science and Engineering, and is currently his research in the areas of Cloud Computing and Cryptography. He has 6 years' academic and industry experience in prestigious organizations of Udaipur and Ahmedabad. He is an active member of ACM, CSI, AMIE, IACSIT-Singapore, IDES, ACEEE, NPA and many other professional societies. He has presented and published more than 30 papers in national and international journals and IEEE and ACM conferences. He has also edited three books on diverse subjects and organized over 15 national and international conferences and workshops. Shikha Maheshwari has dedicated over 10 years to educating the engineering students who will shape the country's future. She received her M.Tech. degree in CSE from Mody Institute of Technology & Science, Laxmangarh, in 2008. She is currently working as an Assistant Professor (CSE) at JECRC, Jaipur, India. She was also recognized as a Microsoft Innovative Educator - Expert (MIE-E) in 2017. She is also a member of the editorial boards and program committees and a reviewer for numerous national and international refereed journals & conferences.

Inhalt

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

Systemvoraussetzungen

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