Emerging Research in Computing, Information, Communication and Applications

Name: Emerging Research in Computing, Information, Communication and Applications | ERCICA 2015, Volume 3
Brand: Springer
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ERCICA 2015, Volume 3

N. R. Shetty N. H. Prasad N. Nalini(Editor)

Springer (Publisher)

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Published on 9. May 2016

XX, 701 pages

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978-981-10-0287-8 (ISBN)

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Prof. N R Shetty is former Vice-Chancellor of Bangalore University and President of Indian Society for Technical Education, New Delhi. He is currently leading Nitte Meenakshi Institute of Technology (NMIT), Bangalore. He is also founder Vice-President of International Federation of Engineering Education Societies (IFEES), Washington D.C, USA and President of Forum of Former Vice-Chancellors of Karnataka State universities. He served as Vice Chancellor Bangalore University for two terms and President of ISTE, New Delhi three terms. He was also a Member of the Executive Committee of AICTE and Chairman of South West Region committee of AICTE. He was key contributor in the start up of Nitte Meenakshi Institute of Technology (NMIT) at Bangalore as a technical institution to cater the needs for the engineering profession.

Dr. Prasad N Hamsavath is presently working as Professor and Head, Department of Master of Computer Applications & Advisor - Foreign Students at Nitte Meenakshi Institute of Technology, Bangalore. He has completed his Bachelor of Commerce from Nagarjuna University, Andhra Pradesh in the year 1999 and MCA (2002), M.Tech (2004) and PhD (2012) from Jawaharlal Nehru University, New Delhi, India. Dr. Prasad N H has more than 12 years of experience in different roles in both public and private sector enterprises. He has served as Deputy Director in Software Technology Parks of India (STPI), Ministry of Communication and Information Technology, New Delhi, Government of India from 2005 to 2008 and received the Best Employee award in the year 2007 by then Director-STPI-Noida. He has also served in Educational Consultants India Limited (EdCIL India Limited), Ministry of Human Resource and Development, New Delhi, Govt. of India from 2009-12 as Head of Department for New Initiative Division. He has over 5 years of experience working in the software engineering domain with companies including JK Technologies and Calance Software. He served as guest facultymember for the Birla Institute of Technology, Noida. His research interests include Mobile Ad-hoc Networks (MANET), Information Systems, and Computer Networks. He has served to promote Indian Education abroad under an MHRD initiative, in a number of countries including Nepal, Sri Lanka, Bangladesh, Thailand, Mauritius, Ethiopia, Nigeria, Bhutan, and Oman. He holds lifetime memberships of ISTE, CSI and ACEEE. He has received the prestigious "Dr. Abdul Kalam Life Time Achievement Award" for his services to the community through profession and also received a "Young Faculty" award at 2nd Academic Brilliance Awards hosted by Education Expo Tv at New Delhi.

Dr.Nalini. N is presently working as Professor in the Department of Computer Science and Engineering at Nitte Meenakshi Institute of Technology, Bangalore. She completed her B.E from Kuvempu University in the year 1996 and MS from BITS, Pilani in the year 1999 and her PhD from Visvesvaraya Technological University in the year 2007.She has more than 17 years of teaching and 10 years of research experience. Her research interests are Cryptography and Network Security, Wireless Sensor Networks, and Security issues in Cloud Environment. She has several international publications to her credit. She has received the "Bharath Jyothi Award "by Dr.Bhishma Narain Singh, Former Governor of Tamilnadu and Assam, given out by the India International Friendship Society. She is a lifetime member of ISTE, CSI, ACEEE and IIFS.

Content

Intro
Preface
Organizing Committee
ERCICA-2015
Chief Patrons
Conference Chair
Program Chairs
Publication Chair
Editorial Board
Advisory Chairs
Advisory Committee
Program Committee
Organizing Committee
About the Conference
Acknowledgements
Contents
1 Exact Incremental Mining for Frequent Item Set on Large Evolving Database (Correlation of Attributes in Evolving Database)
Abstract
1 Introduction
1.1 Mining a Dataset
1.2 Mining Evolving Datasets
2 Related Work
3 Problem Definition
3.1 Uncertain Database
3.2 Abbreviations and Acronyms
4 Current Work
4.1 Case Study
4.2 Tuple Updating and Deletion
4.3 Actual Incremental Mining
4.4 Rule Mining Algorithm
4.5 Correlation Between Tuples and Attributes
5 Result Analysis
5.1 Accuracy
6 Results
7 Conclusion
References
2 Developing QoS Aware DSR for JiST/SWANS Simulator Using Cross-Layer Communication
Abstract
1 Introduction
2 DSR Details
2.1 Route Discovery
2.2 Route Reply
2.3 Route Maintenance
2.4 Route Cache
3 Cross-Layer Design
4 Delay Measurement
4.1 Link Delay Measurement
4.2 Queueing Delay Measurement
5 JiST/SWANS Simulator [10]
5.1 Modification with DSR for QSADSR
6 Result Analysis
6.1 New Approach Results
7 Conclusion and Future Work
References
3 Performance Based Comparision of MFCC and LPC Techniques for Gujarati Numbers Detection
Abstract
1 Introduction
2 Feature Extraction Using MFCC
3 Feature Extraction Using LPC
4 Training with Vector Quantization
5 Result Analysis
6 Conclusion and Future Work
Acknowledgments
References
4 Performance Index of the Outage Probability for Two-Relay Decode and Forward Cooperative Communications
Abstract
1 Introduction
2 System Model
2.1 Cooperative Diversity
2.2 Outage Probability for Direct Transmission
3 Outage Probability for Decode and Forward Systems
3.1 Method I
3.2 Method II
4 Numericals and Results
4.1 Best Achieved dsd for a Certain Threshold on Outage Probability
4.2 Cooperative System Coverage for Certain Threshold on Outage Probability
5 Conclusion
References
5 Ant Colony Optimization Meta-heuristic for Solving Real Travelling Salesman Problem
Abstract
1 Introduction
2 Ant Colony Optimisation for TSP
2.1 TSP
2.2 Ant Colony Optimisation
2.3 Genetic Algorithm
3 Roulette Wheel Selection
4 Experiments and Results
4.1 Problem Formulation
4.2 Experimental Setup
4.3 Experimental Results
5 Conclusion
References
6 Adaptive Exponential Trust-Based Algorithm in Wireless Sensor Network to Detect Black Hole and Gray Hole Attacks
Abstract
1 Introduction
2 Related Work
3 Proposed AETBA
3.1 Reliability Assessment Algorithm
3.2 Dynamic Threshold Trust Factor (DTTF)
3.2.1 Collision Report Mechanism (CRM)
3.3 Complete Algorithm
4 Results and Comparisons
4.1 Reliability Assessment Impact
4.2 Comparison of Adaptive Exponential Trust-Based Algorithm (AETBA) and Exponential Trust-Based Algorithm (ETBA) When ni Increases
4.3 Comparison of AETBA and ETBA When Number of Packets Dropped Is Constant
5 Conclusion
References
7 Design of Handwritten Signature Verification Using Java-Python Platform
Abstract
1 Introduction
1.1 Development
1.2 Intrinsic
1.3 Networking
1.4 Programming
2 Literature Survey on Signature Verification
3 Proposed Model
4 Software Design
4.1 Software Design for Backpropagation Neural Network (BPNN) Using Python
4.2 Training of BPNN
5 Challenges with Training BPNN
6 Design Solutions for Training BPNN
7 Test Results
8 Conclusion
References
8 A Technique for Multitier Key Distribution for Securing Group Communication in WSN
Abstract
1 Introduction
2 Related Work
3 Problem Identification
4 Proposed System
5 Algorithm Implementation
6 Results Discussion
7 Conclusion
References
9 Near Lossless Image Compression Using Block Division Byte Compression and Block Optimization
Abstract
1 Introduction
2 Algorithm Strategy
3 Byte Compression/Decompression
4 Block Compression/Decompression
5 PSNR
6 Proposed Algorithm
7 Experimental Results
8 Conclusion
References
10 Braille Writer cum Translator with Echo-A Novel Approach
Abstract
1 Introduction
2 Related Work
3 Proposed Braille Writer cum Translator
3.1 Design Approach
3.1.1 Microcontroller-Based Typewriter
3.1.2 Braille-to-Text Translator
4 Results
5 Conclusion
References
11 Dynamic Monitoring of Website Content and Alerting Defacement Using Trusted Platform Module
Abstract
1 Introduction
2 Related Work
3 Trusted Platform Module (TPM)
4 Proposed Technique
5 Results
6 Conclusion
References
12 A Hybrid Approach for Improving Web Document Clustering Based on Concept Mining
Abstract
1 Introduction
2 Related Work
3 Proposed Work
3.1 System Model
3.2 Workflow
3.3 Concept Analyser
3.4 Algorithm
4 Results and Discussions
5 Conclusion
References
13 Compression of a 2D Image Using 3D-DCT
Abstract
1 Introduction
2 Analytical Formulations
2.1 Two-Dimensional Discrete Cosine Transform
2.1.1 Quantization
2.1.2 Entropy Coding
2.1.3 Decompression
2.1.4 Quality Metrics
2.1.5 Number of Computations
2.2 Three-Dimensional Discrete Cosine Transform
2.2.1 Quantization
2.2.2 Decompression
2.2.3 Quality Metrics
2.2.4 Number of Computations
3 Results and Discussions
4 Conclusion
References
14 Performance Evaluation of AODV Routing Protocol Using Different Parameters Under Black Hole Attack
Abstract
1 Introduction
2 Ad Hoc on Demand Distance Vector (AODV)
3 Black Hole Attack
4 Simulation Methodology and Parameters
4.1 NS2 (Network Simulator)
4.2 AWK Script
5 Result Analysis of AODV Routing Protocol with and Without Black Hole Attack
5.1 Performance Analysis by Varying Network Size Under TCP and CBR Traffic with 512-Byte and 1000-Byte Packet Size
5.2 Performance Analysis by Varying Network Size Under TCP and FTP Traffic with 512-Byte and 1000-Byte Packet Size
5.3 Performance Analysis by Varying Network Size Under UDP and CBR Traffic with 512-Byte and 1000-Byte Packet Size
5.4 Performance Analysis by Varying Number of Nodes Under TCP and CBR Traffic with 512-Byte and 1000-Byte Packet Size
5.5 Performance Analysis by Varying Number of Nodes Under TCP and FTP Traffic with 512-Byte and 1000-Byte Packet Size
5.6 Performance Analysis by Varying Number of Nodes Under UDP and CBR Traffic with 512-Byte and 1000-Byte Packet Size
6 Conclusions
References
15 Image Steganography Using Priority-Based Neural Network and Pyramid
Abstract
1 Introduction
2 Our Approach
3 Process
4 Conversion Process
4.1 Proposed Methodology for Sender Side Encryption
4.2 Work Flow Diagram
4.3 Experimental Result and Discussion
5 Quality Metric
6 Analysis of the Results
7 Merits and Demerits
8 Scope for Future Enhancement
References
16 Implementation of Recommendation System in a Web Browser with Help of Cloud Mining
Abstract
1 Introduction
2 Literature Survey
3 Proposed System
3.1 Web Browser
3.2 Storing Data Fetched in the Cloud Server
3.3 Mining the Data Obtained in Cloud Server
4 Methodology
4.1 Preprocessing Data
4.2 Discovering Frequent Itemsets and Association Rules
4.3 Computing Recommendations Directly from Frequent Itemsets
5 Performance Analysis
5.1 Performance Analysis of the System
5.2 Time Comparison in Apriori and Proposed Algorithm Increasing Number of Transactions
6 Conclusion
References
17 Proposed Protocol to Enhance the Performance of AOMDV Routing Protocol Under Flooding Attack in Different Propagation Models
Abstract
1 Introduction
2 Attacks in MANETs
3 Ad Hoc on Demand Multipath Distance Vector (AOMDV)
4 Flooding Attack
5 Enhanced Ad Hoc on Demand Multipath Distance Vector (EAOMDV)
6 Propagation Models
6.1 Two-Ray Ground Propagation
6.2 Free Space Propagation
6.3 Shadowing Radio Propagation
7 Simulation Methodology
7.1 NS2
7.2 AWK Script
8 Parameters
9 Result Analysis
9.1 Performance Analysis Under Two-Ray Ground Propagation Model
9.2 Performance Analysis Under Free Space Propagation Model
9.3 Performance Analysis Under Shadowing Propagation Model
10 Conclusion
References
18 Data Storage Security in Cloud Using a Functional Encryption Algorithm
Abstract
1 Introduction
2 Problem Definition
2.1 Risk Model
2.2 Analysis
2.3 Eucalyptus
2.4 Experimental Setup
3 Proposed System
3.1 Trusted System
3.2 Secured System
3.2.1 Homomorphic Encryption
4 Experimental Evaluation Analysis
4.1 Description of Algorithm Used
5 Conclusion
References
19 Test Case Prioritization: An Approach Based on Modified Ant Colony Optimization
Abstract
1 Introduction
1.1 Regression Testing
1.2 Selecting Test Cases for Regression Testing
2 Related Work
3 Ant Colony Optimization (ACO)
4 Proposed Modified Ant Colony Optimization (m-ACO)
4.1 Pseudo-Code for Modified Ant Colony Optimization
5 Experimental Evaluation
6 Conclusion
References
20 Removal of Baseline Wander from Physiological Signals Using Wavelet Transform
Abstract
1 Introduction
2 Targeted Signals and Artifacts
2.1 ECG Signal
2.2 ICG Signal
2.3 PPG Signal
2.4 Low-Frequency Artifacts in Physiological Signal
3 Hardware Description
3.1 ECG Hardware
3.2 ICG Hardware
4 Implementation of Noise Removal Algorithm
5 Conclusion
References
21 Architectural Design of 8-Bit Floating-Point Synchronous Adder and Subtractor for RISC ALU
Abstract
1 Introduction
2 Architectural Design of Addition/Subtraction Module
2.1 Unpack Module
2.2 Subtraction and Comparator Module
2.3 Difference and Decode Module
2.4 Mantissa Module
2.5 Adder or Subtractor Module
3 Results and Discussion
4 Conclusion
References
22 Comparative Evaluation of Radial Basis Function Network Transfer Function for Filtering Speckle Noise in Synthetic Aperture Radar Images
Abstract
1 Introduction
2 Speckle Noise in SAR Images
3 Speckle Noise Filters
4 Radial Basis Function Network
5 Implementation
6 Conclusion
References
23 Improving Accuracy of Answer Checking in Online Question Answer Portal Using Semantic Similarity Measure
Abstract
1 Introduction
2 Related Work
3 Proposed Method
4 Evaluation Criteria
5 Dataset
6 Results and Discussions
7 Conclusion and Future Work
References
24 Dynamic Deadline Aware Efficient Virtual Machine Scheduling in the Cloud
Abstract
1 Introduction
2 Problem Statement
3 Literature Survey
4 Proposed Algorithm
5 Results and Discussions
6 Conclusion
References
25 Prevention Guidelines of SQL Injection Database Attacks: An Experimental Analysis
Abstract
1 Introduction
2 SQLI Types
2.1 Bypass Authentication
2.2 Database Finger Printing
2.2.1 Using DBMS Error Messages
2.2.2 Using String Concatenation
2.2.3 Using SQL Dialects
2.3 SQL Injection with Union Query
3 Experimental Analysis
3.1 Bypass Authentication
3.2 Database Finger Printing
3.2.1 Using DBMS Error Messages
3.2.2 Using String Concatenation
3.2.3 Using SQL Dialects
3.3 Using Union Query
4 Prevention Guidelines
5 Conclusion
References
26 An Efficient Trust Management Algorithm in Wireless Sensor Network
Abstract
1 Introduction
2 Related Work
3 An Improved and Efficient Algorithm to Calculate Trust
4 Result and Conclusion
References
27 Robust Design of Data Acquisition System for Geophysical Applications Based on FPGA Technology
Abstract
1 Introduction
2 System Architecture
3 Testing of DAS
4 Embedded Firmware
5 Results and Discussion
6 Conclusion
28 MONGODB Versus SQL: A Case Study on Electricity Data
Abstract
1 Introduction
2 Nonrelational Databases and MongoDB
3 Implementation Scheme
3.1 Electricity Data Management System
3.1.1 Traditional Relational Data Model
3.1.2 NoSQL Data Model
3.2 System Implementation
3.2.1 Establish a Connection
3.2.2 Insert the Data
3.2.3 Query the Data
Query a Document
Query Document Collection, Use DBCursor, Return a Result Set
4 SQL Versus MONGODB
4.1 Based on Querying Syntax
4.1.1 Insertion Query
4.1.2 Search Query
To Find All Documents
To Find All Documents Which Match Query Criteria
To Find All Documents Which Lie Between Given Range
Limit the Number of Documents to Return
Count the Number of Documents
4.1.3 Updating Query
Update Documents Which Are Already Present in the Collection
Update Documents Which Are not Present in the Collection
4.1.4 Deletion Query
To Delete the Documents Having Some Matching Criteria
To Delete the Collection in MongoDB or to Delete the Table in SQL
5 Performance Comparison
6 Conclusion
References
29 Service Mechanism for Diagnosis of Respiratory Disorder Severity Using Fuzzy Logic for Clinical Decision Support System
Abstract
1 Introduction
2 Designing of Fuzzy Inference System for Diagnosis of Respiratory System
2.1 Model Development
2.2 Algorithm for Repository Disorder
3 Results
4 Conclusion
References
30 Optimized Fuzzy Logic-Based Adaptive Cruise Control Vehicle for Urban and Highway Driving Patterns
Abstract
1 Introduction
2 Design of Fuzzy-Based Adaptive Cruise Controller
3 Tunning of Fuzzy Rule Base
3.1 Fitness Function for Optimization
3.2 GA-Based Optimisation of Fuzzy Rule Base
3.2.1 Crossover
3.2.2 Mutation
3.2.3 GA Based FRBO Algorithm
3.3 PSO-Based Optimisation of Fuzzy Rule Base
3.3.1 PSO-Based FRBO Algorithm
3.4 DE-Based Optimisation of Fuzzy Rule Base
3.4.1 Mutation
3.4.2 Recombination
3.4.3 Selection
3.4.4 DE-Based FRBO Algorithm
4 Simulation Result
4.1 Vehicle Dynamic Model for Longitudinal Control
4.2 Test Scenarios
4.2.1 Vehicle Following Scenarios
4.2.2 Vehicle Maneuvering Scenario
5 Conclusion
References
31 A Novel Approach for Genome Data Classification Using Hadoop and Spark Framework
Abstract
1 Introduction
2 Related Work
3 Proposed Method
3.1 K-Distance Approximate (KDA) Pattern Matching
3.2 Exact Pattern-Matching Algorithms
3.3 Feature Extraction
3.4 Classification Techniques
3.5 Distributed Framework
4 Results
5 Conclusion and Future Work
References
32 Automatic Extraction of Lung Regions Using Curve Analysis for the Detection of Lung Cancer in CT Scans
Abstract
1 Introduction
2 Related Work
3 Proposed Methodology
4 Results and Discussion
5 Conclusion
33 Rule-Based Shallow Parsing to Identify Comparative Sentences from Text Documents
Abstract
1 Introduction
2 Related Work
3 Identification of Comparative Sentences
3.1 Types of Comparative
4 Proposed Work
4.1 Generating Rules to Identify Comparative Sentences
4.2 Identifying Comparative Sentences Using Shallow Parser (Chunking)
5 Experiment and Evaluation
5.1 The Dataset
5.2 Experimental Setup
5.3 Evaluation Metrics
5.4 Results
5.4.1 Result for Identifying Comparative Sentences Using Rules
6 Conclusion
References
34 Wireless Interconnection Between USB and Projectors (WIBUP)
Abstract
1 Introduction
2 Design
2.1 Input Design
2.1.1 Sender Chip
2.1.2 Receiver Chip
3 Conclusion
References
35 Enhancing Cloud Security Using VIJANA Cloud Data Jacket Protocol
Abstract
1 Introduction
1.1 Definition of Terms
1.2 Related Work
2 Cryptography
2.1 Key Exchange
2.2 Communication Scenario
3 Proposed System
3.1 VIJANA Encipherment Technique
3.2 Algebric Description
3.3 Key Contract
4 Formulation of Protocol
5 Results
5.1 Cryptanalysis
6 Conclusion
References
36 Effective Queue Management Using Fuzzy Logic for Congestion Control in Delay-Sensitive Applications Over Mobile Ad Hoc Networks
Abstract
1 Introduction
2 Related Work
3 Proposed Fuzzy Logic Random Early Detection Technique for Active Queue Management (FL-RED)
4 Results
4.1 Simulation Parameters
4.2 Performance Metrics
4.3 Sample Trace File and Random Distance Between Nodes
4.4 Analysis of Queueing Delay
4.5 Analysis of Average End-to-End Delay
5 Conclusion
References
37 Iris Recognition Modality with Fuzzy k-Means Clustering Algorithm for Improving Security
Abstract
1 Introduction
2 Related Work
3 Proposed Method
3.1 Iris Image Database
4 Preprocessing
5 Fuzzy k-Means Clustering
5.1 The k-Means Algorithm
6 Principal Component Analysis
7 Hidden Markov Model
7.1 Initialization
7.2 Observation Probability
8 Experimental Results
9 Conclusion
References
38 BER Performance Comparison Between HOVA, SOVA, and MAP Turbo Decoders in AWGN Channel
Abstract
1 Introduction
2 Related Work
3 Simulation Module
4 Results and Discussions
5 Conclusion
References
39 Secure Data Aggregation Protocol Using AES in Wireless Sensor Network
Abstract
1 Introduction
2 Related Work
2.1 Cluster-Based Protocols
2.2 Tree-Based Protocols
3 Proposed Protocol
3.1 Bootstrapping
3.2 Tree Construction
3.3 Key Establishment
3.4 Data Aggregation
4 Performance Comparison and Analysis
5 Conclusion
References
40 Developing an Analytical Model for Predicting Mulberry Yield Using Data Mining Techniques
Abstract
1 Introduction
2 Data Mining and Statistical Model
3 Result and Discussion
3.1 Yield Dynamics Kanva 2
4 Conclusion
References
41 Implementation of Distance Measurement of an Obstacle Using Ultrasonic Ranging
Abstract
1 Introduction
2 Related Work
3 Proposed System
4 System Implementation
5 Results
6 Conclusion
References
42 Morphological Change Detection System for Real-Time Traffic Analysis
Abstract
1 Introduction
2 Related Work
3 Theoretical Background
3.1 Edge Detection
3.2 Change Detection
4 Implementation
5 Experimental Tests and Results
6 Conclusion
References
43 Antialiased Digital Pixel Plotting for Raster Scan Lines Using Area Evaluation
Abstract
1 Introduction
2 Problem Analysis and Existing Methodologies
3 Mathematical Study and Algorithm Development
4 Results
5 Conclusion
References
44 Solving Reactive Power Dispatch Problem Using Evolutionary Computational Algorithm
Abstract
1 Introduction
2 Algorithm
2.1 Initialization
2.2 Mutation
2.3 Crossover
2.3.1 Selection
2.4 DE Algorithm Main Steps
2.4.1 Flow Chart of DE Algorithm
3 Problem Formulation
3.1 Minimization of System Losses of Power ( {\varvec{P}}_{\varvec{loss}} )
3.2 Voltage Deviation (VD)
3.3 Minimization Cost of Fuel
3.4 Equality Constraints
3.5 Inequality Constraints
4 Simulation Results
5 Conclusion
References
45 EBAC Algorithm for Real-Time Traffic Multicasting in Mobile Ad Hoc Networks
Abstract
1 Introduction
2 Related Work
3 Proposed Algorithm
3.1 Cluster Formation
3.1.1 Residual Energy
3.1.2 Available Bandwidth
3.1.3 Node Connectivity
3.2 Shortest Multicast Tree Routing
3.2.1 Route Request Phase
3.2.2 Route Reply Phase
4 Simulation Results
4.1 Performance Metrics
4.2 Results: Based on Rate
5 Conclusion
References
46 OFDM Simulation in Combined WiMAX/DSRC Mechanism for Intelligent Transportation System
Abstract
1 Introduction
2 Background Study
3 Design and Implementation of WiMAX/DSRC System Infrastructure
3.1 OFDM Block Diagram in WiMAX/DSRC System
3.2 Configured Parameters
4 Simulation and Results
4.1 Transmitter (Modulation)
4.2 Receiver (Demodulation)
5 Conclusion
References
47 Relevant Gene Selection and Classification of Leukemia Gene Expression Data
Abstract
1 Introduction
2 Related Work
3 System Framework
3.1 Feature Selection Subsystem
3.1.1 Pillar Feature Selection Algorithm
3.2 Classification Subsystem
4 Results and Discussion
5 Conclusion
References
48 Phieval: Four-Phase Plagiarism Detection System in Private MOOCs
Abstract
1 Introduction
2 Related Work
3 Phieval: Four-Phase Plagiarism Detection System
3.1 Phase 1: Using MD5 Checksum
3.2 Phase 2: Using Hadoop Map-Reduce
3.3 Phase 3: Network Detection Based on Forum Interaction
3.4 Phase 4: Result-Based Spot Checker
4 Experimental Results
5 Conclusion and Future Extension
References
49 Performance Analysis for Nonuniform Illumination in Face-Based Unconstrained Biometrics
Abstract
1 Introduction
2 Related Work
3 Methodology
4 Results
5 Performance Analysis and Discussion
6 Conclusion
References
50 Monitoring the Performance of Cloud Workload Through JConsole
Abstract
1 Introduction
2 Cloud Workload Application Instances
3 Why JConsole?
3.1 Architecture to Analyse the Workload
4 Implementation
5 Observations and Results
6 Conclusion
References
51 Extended Architecture for Agilla Middleware to Reduce the Energy Efficiency for WSN
Abstract
1 Introduction
2 Related Work
3 Proposed Solution
4 Reference Model of WSN Middleware
4.1 Model Overview
4.2 Programming Abstractions
4.3 Run-Time Support
4.4 QoS Mechanism
5 Performance Analysis
6 Conclusion
References
52 Case Studies on Intelligent Approaches for Static Malware Analysis
Abstract
1 Introduction
2 Literature Survey
3 Malware Analysis
3.1 Static Analysis
3.2 Machine Learning for Malware Detection
3.3 Steps of Methodology
4 Experimental Results
4.1 Experiment 1
4.2 Experiment 2
4.3 Experiment 3
5 Conclusion
References
53 Analysing Security Checkpoints for an Integrated Utility-Based Information System
Abstract
1 Introduction
2 Proposed Model
3 Back-End Service Applications
3.1 e-Billing System
3.2 Security Provided Through Payment Gateway
3.3 Anti-phishing Techniques
4 Data Integration
4.1 General Architecture
5 Network Security
6 Conclusion and Recommendation
References
54 Design and Implementation of Static Hand Gesture Recognition System for Device Control
Abstract
1 Introduction
2 Related Work
3 System Design and Implementation
4 Conclusion and Future Work
References
55 Modality Based Medical Image Classification
Abstract
1 Introduction
2 Related Work
3 Methodology
3.1 Training Phase: Framework for Designing Fuzzy System Input Functions
3.2 Testing Phase: Framework for Testing the Proposed System
4 Results and Performance Evaluation
5 Conclusion
References
56 Multilevel Security Model for Cloud Third-Party Authentication
Abstract
1 Introduction
2 Methodology
2.1 Authentication System Protocol
2.1.1 Execution Steps
2.1.2 Algorithm
2.2 Secure Communication Protocol
2.2.1 Execution Steps
2.2.2 Algorithm
2.3 Data Integrity Protocol
2.3.1 Execution Steps
2.3.2 Algorithm
2.4 Multilevel Security
2.4.1 Execution Steps of Multilevel Security
3 Results and Discussion
3.1 Login Page and Registration Form
3.2 Admin Login Page
3.3 End User
3.4 Third-Party Auditing
3.5 Cloud Coordinator
3.6 Cloud Storage
4 Conclusion
References
57 Frontotemporal Dementia-A Supervised Learning Approach
Abstract
1 Introduction
1.1 Genetics
1.2 Pathology
2 Materials and Methods
2.1 Neurological Testing
2.2 Neuropsychological Testing
2.3 Image Acquisition
2.4 Fuzzy C-Means Algorithm
2.5 The ANN Approach
2.5.1 Architecture
3 Discussion and Findings
3.1 Training Algorithm
4 Conclusion
5 Limitations of the Study
6 Scope for Future Study
References
58 Improvement in Congestion in Wireless Sensor Networks Using Modified Load-Balancing Routing Protocol
Abstract
1 Introduction
2 Related Work
3 Modified Load-Balancing Protocol (MLBP)
4 Results
5 Conclusion
References
59 An Opinion Dynamics Based Advance SEP in Three Level Heterogeneous WSN
Abstract
1?Introduction
1.1 Key Issues
1.2 Broadcasting Issues
1.3 Clustering
2?Related Work
3?Problem Formulation
3.1 Instability Problem
3.2 Stable Election Protocol (SEP) and Its Challenges
4?Proposed Methodology
4.1 Advanced Stable Election Protocol
4.2 Human Opinion Dynamics (HOD) Model
5?Simulation Results
5.1 Stability Region
5.2 Packet Delivery Ratio
6?Conclusion
References
60 Provisioning and Resource Allocation in Computational Mobile Grid Using Mobile Agent
Abstract
1 Introduction
2 Problem of Resource Allocation in MCG
3 Proposed Model
3.1 Algorithm
3.1.1 Resource Allocation Without Software Agent
3.1.2 Resource Allocation with Software Agent
4 Experimental Evaluation and Observation
4.1 Fixing the Number of Machines and Varying the Number of Jobs
4.2 Fixing Number of Jobs and Varying Number of Machines
5 Conclusion and Future Scope
Acknowledgments
References
61 Interleaving Scheme for Medical Image Authentication
Abstract
1 Introduction
2 Related Work
3 Interleaving Approach
3.1 Encryption of Text Document
3.2 Encryption of Biosignal (ECG)
4 Results
5 Conclusion
Acknowledgments
References
62 Improvising Technique of Privacy Preserving in Outsourced Transaction Database
Abstract
1 Introduction
2 Related Work
3 Problem Statement
4 Proposed Work
4.1 Encryption
4.2 Decryption
5 Experimental Evaluation
5.1 Datasets
5.2 Experimental Evaluation
6 Conclusion
7 Future Direction
References
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