Advances in Decision Sciences, Image Processing, Security and Computer Vision

Name: Advances in Decision Sciences, Image Processing, Security and Computer Vision | International Conference on Emerging Trends in Engineering (ICETE), Vol. 2
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International Conference on Emerging Trends in Engineering (ICETE), Vol. 2

Suresh Chandra Satapathy K. Srujan Raju K. Shyamala D. Rama Krishna Margarita N. Favorskaya(Editor)

Springer (Publisher)

1st Edition

Published on 25. July 2019

XXXIII, 755 pages

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978-3-030-24318-0 (ISBN)

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Content

Intro
University College of Engineering, Osmania University, Hyderabad, India
Alumni Association University College of Engineering, Osmania University, Hyderabad, India
Foreword
Preface
Acknowledgements
ICETE Organizing Committee
Chief Patron
Patrons
Chairpersons
Conveners
Publication Committee
International Advisory Committee
National Advisory Committee
Finance Committee
Organizing Committee
Technical Committee
Supported and Strengthened By
Contents
About the Editors
Random Walk with Clustering for Image Segmentation
Abstract
1 Introduction
2 Literature Survey
3 Proposed Method
4 Simulation Results
5 Conclusion
References
Design and Simulation of Microstrip Branch Line Coupler and Monopulse Comparator for Airborne Radar Applications
Abstract
1 Introduction
2 Specifications
3 Substrate Material and Thickness Selection
4 Design Procedure
5 Simulation Results
6 Conclusion
Acknowledgement
References
RF Imagery from SAR Data Using Chirp Scaling Algorithm
Abstract
1 Introduction
2 SAR Concept
3 Chirp Scaling Algorithm (CSA)
4 Simulation and Analysis
5 Conclusion
Acknowledgments
References
Design and Analysis of Compact Wideband Elliptical Patch Antenna
Abstract
1 Introduction
2 Design of the Printed Elliptical Monopole Antenna (PEMA)
3 Radiation Characteristics of the Antenna
4 Conclusion
References
LOS Rate Estimation Using Extended Kalman Filter
Abstract
1 Introduction
1.1 Literature Review
1.2 Problem Statement
2 State Estimation Using Extended Kalman Filter
2.1 Introduction
2.2 Formulation of State Estimation Using EKF
2.3 EKF Equations
2.4 Mathematical Model of Plant
3 Simulation Results and Analysis
4 Conclusions and Future Scope
Acknowledgements
References
Design Concepts of S/X Band Feed System for 1.2 m Prime Focus Antenna
Abstract
1 Introduction
2 Description of the Dual Band Feed
3 Design of Dual Band Feed
4 Measured Reflection Coefficients of Dual Band Feed
5 Measured Radiation Patterns of 1.2 m Reflector Antenna with Dual Band Feed
6 Conclusion
Acknowledgment
References
CPW Fed Antenna Inspired by a Broad Side Coupled Hexagonal SRR for X-Band Applications
Abstract
1 Introduction
2 Geometrical Dimensions of Proposed BC SRR Antenna
2.1 Quasi Static Analysis
2.2 Extraction of Negative Permeability
3 Results and Discussion
3.1 Parametric Analysis of Gap Between Top and Bottom SRR
3.2 Parametric Analysis of BC-SRR and EC-SRR
4 Conclusions
References
Pulse Compression Waveforms: Applications to Radar Systems
Abstract
1 Introduction
2 Coherent Pulse Compression
3 Non-coherent Pulse Compression
4 Mismatched Filter
4.1 Advantages and Limitations of NCPC
5 Discussions and Conclusions
References
Reduced Complexity Hybrid PAPR Reduction Schemes for Future Broadcasting Systems
Abstract
1 Introduction
2 PAPR in OFDM
2.1 OFDM and PAPR
2.2 PAPR Reduction Schemes
3 Novel Hybrid Method
4 Simulation Results
5 Conclusions
Acknowledgement
References
Speech Enhancement Through an Extended Sub-band Adaptive Filter for Nonstationary Noise Environments
Abstract
1 Introduction
2 Literature Survey
3 Proposed Approach
3.1 BD-VSS-SSAF
3.2 Best-Fit Noise Part
3.3 Classification of the Noise Type
4 Simulation Results
5 Conclusion
References
Design of Dayadi 1-bit CMOS Full Adder Based on Power Reduction Techniques
Abstract
1 Introduction
2 Proposed Dayadi 1-bit CMOS Full Adder Model
3 Modified XOR Module 1
4 Reduction of Power Techniques
4.1 Ground Gating Technique
4.2 Power Gating Technique
4.3 Hybrid Gating Technique
5 Performance and Simulation Results
6 Conclusion
7 Future Work
Acknowledgment
References
Size Deduced Printed Antenna for W-LAN Applications
Abstract
1 Introduction
2 Antenna Structure
3 Analysis with Simulated Results
3.1 Simulated Radiation Pattern
4 Conclusion
Acknowledgement
References
Design of 31.2/40.1667 GHz Dual Band Antenna for Future mmwave 5G Femtocell Access Point Applications
Abstract
1 Introduction
2 Antenna Design
3 Results and Discussion
4 Conclusion
References
Implementation of Master - Slave Communication for Smart Meter Using 6LOWPAN
Abstract
1 Introduction
2 Background Work
3 Proposed System Architecture
3.1 6LoWPAN Module for Proposed System
3.2 System Controller (ARM Cortex A8 Processor)
3.3 Communication in-between the Master and Slave Units
4 GUI Application and Results
4.1 Advantages and Limitations of the Proposed System
5 Conclusion
References
Dynamic Neural Networks with Semi Empirical Model for Mobile Radio Path Loss Estimation
Abstract
1 Introduction
2 Semi Empirical Models for Path Loss Estimation
3 Dynamic Neural Networks
4 Hybrid-Neural Network Walfisch-Ikegami Model
5 Results and Discussions
5.1 Comparison of Dynamic Neural Networks
5.2 Hybrid-Neural Network Walfisch-Ikegami Model
6 Conclusion
References
Throughput and Spectrum Sensing Trade-Off by Incorporating Self-interference Suppression for Full Duplex Cognitive Radio
Abstract
1 Introduction
2 System Model
3 Waveform Based Spectrum Sensing
4 Performance Analysis
5 Simulation Results
6 Conclusion
References
IOT Based Monitor and Control of Office Area Using ZYBO
Abstract
1 Introduction
2 System Overview
2.1 Hardware
2.2 Software
3 Workflow of the Proposed System
4 Results
5 Conclusion
References
Robust Speaker Recognition Systems with Adaptive Filter Algorithms in Real Time Under Noisy Conditions
Abstract
1 Introduction
2 Proposed Method
2.1 Pre-processing Stage
2.2 Feature Extraction
2.3 Feature Matching
3 Methodology
4 Experiments
5 Results and Discussions
6 Conclusion
References
Cognitive Radio: A Conceptual Future Radio and Spectrum Sensing Techniques - A Survey
Abstract
1 Introduction
2 Cognitive Radio
3 Spectrum Sensing
3.1 Threshold Setting - ?
3.2 Selection of Number of Samples of Input Signal
4 Spectrum Sensing Approaches
4.1 Energy Detector
4.1.1 Eigen Value Based Spectrum Sensing
4.1.2 Spectrum Sensing Through Differential Entropy
4.2 Nyquist and Sub-Nyquist Sampling Spectrum Sensing (Compressed Sensing)
4.3 Co-operative Spectrum Sensing
4.4 Non - Cooperative Spectrum Sensing
5 Conclusions
References
Non-max Suppression for Real-Time Human Localization in Long Wavelength Infrared Region
Abstract
1 Introduction
2 Related Work
3 Proposed Model
4 Working Algorithm
5 Dataset Collection and Training the Model on YOLO
6 Results
7 Conclusion and Scope
References
RF Energy Harvesting for Spectrum Management in Cognitive Radio Networks
Abstract
1 Introduction
2 Related Work
2.1 Spectrum Prediction
2.2 Channel Selection
3 Proposed Spectrum Management Strategy
4 Spectrum Prediction and Dynamic User Prediction
4.1 Spectrum Prediction
4.2 Dynamic User Prediction
4.3 Channel Selection Algorithm
5 RF Energy Harvesting
6 Simulation Results
6.1 H2BMM Before and After Energy Harvesting
6.2 Advance H2BMM Before and After Energy Harvesting
6.3 Bandwidth Utilization
7 Conclusion
References
Design and Development of a Broadband Planar Dipole Antenna
Abstract
1 Introduction
2 Antenna Design and Realization
3 Results and Discussion
4 Conclusion
Acknowledgments
References
Actuation System Simulation and Validation in Hardware in Loop Simulation (HILS) for an Aerospace Vehicle
Abstract
1 Introduction
2 Model Development
3 Actuator Model Implementation in Aerospace Vehicle Simulation
4 Hardware Actuation System Simulation
5 Validation of Results
6 Conclusion
Acknowledgements
A Real Time Low Cost Water Quality Progress Recording System Using Arduino Uno Board
Abstract
1 Introduction
1.1 Literature Survey
2 Design and Experımental Detaıls
2.1 Architecture
2.2 Arduino UNO Microcontroller Board
2.3 Temperature Sensor
2.4 PH Sensor
2.5 Turbidity Sensor
2.6 TDS Sensor
2.7 Circuit Design and Flow Chart
3 Results and Discussion
4 Conclusions
References
Evaluation of Scheduling Algorithms on Linux OS
Abstract
1 Introduction
2 System Analysis
3 Design and Implementation
3.1 Input Stimuli
3.2 Parameters' Measurement
3.3 Experimental Results
4 Conclusion and Future Scope of Work
References
Protection Against IED (Improvised Explosive Device) a Dreaded and Fearful Weapon of Terrorist - Problems, Solutions and Challenges
Abstract
1 Introduction
1.1 Back Ground History
1.2 What Is an IED
1.3 Why IEDs Are Preferred
1.4 What Components Makes an IED
1.5 Categorization of IEDs
2 Technologies Used in Detecting IEDs
2.1 Bulk Detection of Explosives
2.2 Vapour Detection
2.3 Biological Sensors
3 RCIED the Advanced Version of IED
3.1 Devices Used for Remote Control
3.2 Status of Technologies Used for RCIED Jammers
4 RCIED Jammers
4.1 Smart or Reactive or Responsive Jammers
5 Problems, Solutions and Challenges in Protection Against IEDs
5.1 Problems
5.2 Time Synchronisation of Two Jammer Vehicles
5.3 Fading
5.4 Solution to Fading & Multipath
6 Jammers on Aerostats
6.1 Case Study with Numerical Simulation
7 UAVs for Spectrum Monitoring and Jamming
7.1 Case Study with Numerical Solution
8 Challenges
References
Design of Waveform for Airborne Radar in Sea Clutter Environment
Abstract
1 Introduction
2 System Model
3 Simulation Results
4 Conclusion
5 Future Work
References
Design and Development of High Performance Ceramic Packaging for Low Noise and High Gain GaAs MMIC
Abstract
1 Introduction
2 Theoretical Analysis
3 Proposed Package EM Simulation
4 Package Fabrication and Measurement Results
5 Conclusion
Acknowledgement
References
Towards 5G: A Survey on Waveform Contenders
Abstract
1 Introduction
2 Services
2.1 Enhanced Mobile Broadband (EMBB)
2.2 Massive Machine Type Communications (mMTC)
2.3 Ultra Reliable Low-Latency Communications (URLLC)
3 5G New Waveform Candidates
3.1 Filter Bank Multi Carrier (FBMC)
3.2 Universal Filtered Multi Carrier (UFMC)
3.3 Generalized Frequency Division Multiplexing (GFDM)
3.4 Filtered OFDM
3.5 Windowed-OFDM
3.6 WF-OFDM (Windowing and Filtering OFDM)
4 Conclusion
References
Leakage Current Reduction Techniques Using Current Mode Logic Circuits
Abstract
1 Introduction
2 Current Mode Logic
3 Leakage Current Reduction Techniques
3.1 Multi Sub Threshold Transistor CM (MST CM) Approach
3.2 Leakage Reduction Transistor CM (LRT CM) Approach
3.3 Multi Sub Threshold Leakage Reduction Transistor CM (MST LRT CM) Approach
3.4 Dual Vth CM (DV CM) Approach
3.5 Dual Vth Stack (DVS) CM Approach
3.6 MST CM with Transistors N1, P1 of High Vth Approach
4 Simulation Results
5 Conclusion
References
An Airborne Miniature Circularly Polarized Active Antenna for GPS and GLONASS Applications
Abstract
1 Introduction
1.1 Microstrip Patch Antenna Design
1.2 Band Pass Filter Design
1.3 LNA Design
2 Results and Discussion
3 Conclusion
Acknowledgments
References
Efficient Obstacle Detection and Guidance System for the Blind (Haptic Shoe)
Abstract
1 Introduction
2 Methodology
3 Components
4 Results
5 Future Enhancements
6 Conclusion
References
VLSI Design and Synthesis of Reduced Power and High Speed ALU Using Reversible Gates and Vedic Multiplier
Abstract
1 Introduction
1.1 Literature Review
1.2 Reversible Gates
1.3 Architecture of Reversible Urdhva Tiryakbhayam (UT) Multiplier
2 Design of ALU
3 Results and Discussions
4 Conclusions
References
Performance Analysis of VLSI Circuits in 45 nm Technology
Abstract
1 Introduction
2 Related Work
3 Design Methodologies
4 Simulation Results
5 Conclusion
Acknowledgement
References
Prediction of Differential GPS Corrections Using AR and ARMA Models
Abstract
1 Introduction
2 AR and ARMA Models
2.1 Autoregressive (AR) Model
2.2 Autoregressive Moving Average Model (ARMA)
3 Results and Discussion
4 Conclusions
Acknowledgement
References
Positioning Parameters for Stand-Alone and Hybrid Modes of the Indian NavIC System: Preliminary Analysis
Abstract
1 Introduction
2 Theoretical Background
3 Methodology
4 Results and Discussions
5 Conclusion
Acknowledgement
References
An Annular Ring Antenna with Slotted Ground Plane for Dual Band Wireless Applications
Abstract
1 Introduction
2 Antenna Design
3 Parametric Analysis
3.1 Influence of the Slot in Ground Plane
3.2 Influence of the Horizontal Strip
4 Results
5 Conclusion
Acknowledgments
References
Local Ionospheric TEC Maps for DGPS Applications
Abstract
1 Introduction
2 Experimental Data and Methodology
3 Results
4 Conclusion
Acknowledgments
References
Comparison of VTEC Due to IRI-2016 Model and IRNSS over Low Latitude Region
Abstract
1 Introduction
2 Data Acquisition
3 Results and Discussion
4 Conclusions
Acknowledgment
References
An Experimental System Level Performance Analysis of Embedded Systems for GSM Application
Abstract
1 Introduction
2 Related Work
3 System Level Design Methodology
4 Experiment Setup and Performance Evaluation Methodology
5 Experimental Results and Analysis
6 Conclusion
References
Calculation of Voltages and Power Losses with Multiple DG Units with Change of Load
Abstract
1 Introduction
2 Problem Formulation for Loss Reduction
3 Load Flow Solution
4 Genetic Algorithm
5 Results and Discussion
6 Conclusions
References
Node MCU Based Power Monitoring and Smart Billing System Using IoT
Abstract
1 Introduction
2 Related Work
3 Proposed System
4 System Architecture
5 Components Required
6 Results and Discussions
7 Conclusion
References
Real Time Neuro-Hysteresis Controller Implementation in Shunt Active Power Filter
Abstract
1 Introduction
2 Description of the Proposed System
3 Modeling of the System
4 Development of Controller
4.1 Neural Network Method
4.2 Hysteresis Current Controller
5 Simulation Results
6 Experimental Analyses
7 Conclusions
References
A Novel Configuration of Multi-stage Outrunner Electromagnetic Launching for Aircraft Catapult System
Abstract
1 Introduction
2 Outrunner Electromagnetic Launching System
3 Analysis Through Simulation
4 Proposed Algorithm of MOEML
5 Implementation of MOEML for Aircraft Catapult System
6 Conclusion
References
Analysis of CMV Reduction Methods for Three-Level NPC Inverter Fed Induction Motor
Abstract
1 Introduction
2 Three-Level NPC Inverter
3 Common Mode Voltage
4 Effects of Common Mode Voltages
5 PWM Techniquies for Three-Level Inverter
5.1 Phase Disposition Sinusoidal PWM (PD SPWM)
5.2 Phase Opposite Disposition SPWM (POD SPWM)
5.3 Analysis of CMV for PD and POD Methods
5.4 Conventional Space Vector PWM (CSVPWM)
5.5 Partial CMV Reduction SVPWM (PRSVM)
5.6 Analysis of CMV for CSVPWM and PRSVM Methods
6 Experimental Results
7 Conclusion
References
Blaze Averter - A Cooking Sustenant for Visually Challenged People
Abstract
1 Introduction
2 Architecture of Blaze Averter
3 Implementation
4 Results
5 Conclusion
References
Symmetrical and Asymmetrical Fault Response of DC Link in AC-DC Interface HVDC System
Abstract
1 Introduction
2 HVDC Design Parameters
2.1 AC Source
2.2 Rectifier/Inverter Unit
2.3 Transformers
2.4 DC Capacitor
3 Fault Analysis and Results
3.1 Single Line to Ground Fault
3.2 Double Line to Ground Fault
3.3 Triple Line to Ground Fault
3.4 Line to Line Fault
4 Observations and Discussion
5 Conclusion
References
Condition Assessment of Composite Insulator Removed from Service
Abstract
1 Introduction
2 Various Tests Performed
2.1 Determination of Pollution Severity
2.2 Clean Fog Test
2.3 Electric Field Distribution
3 Conclusion
Acknowledgement
References
Power Quality Improvement of Weak Hybrid PEMFC and SCIG Grid Using UPQC
Abstract
1 Introduction
2 Mathematical Models for Simulation Work
2.1 Wind Turbine
2.2 Wind Electrical Generator (Squirrel Cage Induction Generator)
2.3 Weak Grid
2.4 Fuel Cell System: Proton Exchange Membrane Fuel Cell
2.5 Custom Power Device: Unified Power Quality Compensator
3 Simulation Studies
3.1 Case 1: Power Quality Issue Due to Balanced Sags
3.2 Case 2: Power Quality Issue Due to Unbalanced Swells
4 Conclusion
References
Comparison of State Estimation Process on Transmission and Distribution Systems
Abstract
1 Introduction
2 Significance of Power System State Estimation
3 Power Systems State Estimation Functions
4 SE Process on Transmission Networks
5 SE Process on Distribution Networks
6 Comparison of TSSE and DSSE
7 Conclusions
References
E-Mobility in India: Plug-in HEVs and EVs
Abstract
1 Introduction
2 Types of E-Mobility
3 Market of HEV in the World
4 India in EHV Adoption and Car Manufacturing Companies
5 Types of Batteries
6 Different Techniques to Charge Batteries
7 Charging Equipment and Charging Stations
8 Conclusions
References
Unified Simulation Test Facility for Aerospace Vehicles
Abstract
1 Introduction
2 Development of USTF
2.1 Non Real-Time Integrated Simulation
2.2 Non Real-Time Distributed Simulation
2.3 Monte-Carlo Simulation
2.4 Real-Time Integrated Full Simulation
2.5 Real-Time Distributed Full Simulation
2.6 Real-Time Distributed Hardware-In-Loop Simulation
3 Figures
4 Results and Validation
5 Advantages
6 Conclusions
Acknowledgment
References
Machine Learning Based Prediction Model for Monitoring Power System Security
Abstract
1 Introduction
2 Scheme of Security Monitoring
2.1 Security Assessment
2.2 Security Enhancement
3 Proposed ML Based Prediction Model
4 Case Study
5 Conclusion
References
In-depth Automation and Structural Analysis to Enhance the Power Distribution Reliability of an Urban Neighbourhood
Abstract
1 Introduction
2 Proposed Method and Techniques
2.1 Reliability Indices
2.2 Finding CDF Values
3 Case Study
3.1 Manual Mode
3.2 Automation
3.3 Efficient Solution for All Cases
4 Results
5 Conclusion
References
Implementation of Ant-Lion Optimization Algorithm in Energy Management Problem and Comparison
Abstract
1 Introduction
2 Problem Formulation
2.1 Fixed Devices
2.2 Shiftable Devices
2.3 Uninterruptible Devices
2.4 Energy Consumption Model
2.5 Energy Cost Model
3 Antlion Algorithm
4 Results and Discussion
5 Conclusion
References
Modulated Frequency Triangular Carrier Based Space Vector PWM Technique for Spreading Induction Motor Acoustic Noise Spectrum
Abstract
1 Introduction
2 Motor Acoustic Noise and Its Analysis
3 CFTC and MFTC Based PWM Techniques
3.1 CFTC Based SVPWM
3.2 MFTC Based SVPWM
4 Results and Discussion
4.1 Simulation Results
4.2 Experimental Results
5 Conclusion
Acknowledgments
References
Hardware In Loop Simulation of Advanced Aerospace Vehicle
Abstract
1 Introduction
2 Asymmetric 6DOF Model of Dynamic Vehicle
3 Hardware In Loop Simulation
3.1 Non Real Time Simulation (NRT)
3.2 On Board Computer In Loop
3.3 Actuator In Loop
3.4 Sensor In Loop
3.5 Sensor Actuator In Loop
4 Simulation Results
4.1 Test Results with Linear Actuator Model
4.2 Test Results with Nonlinear Actuator Model and Hardware Actuator
4.3 Observations
5 Conclusion
References
Analysis of Power Transmission System Using Quadrature Booster
Abstract
1 Introduction
2 Static Modeling of Quadrature Booster
3 Modified Jacobian Equation of Newton-Raphson Flow Solution
3.1 Sub-matrix H, L, M, N
4 Proposed Algorithm
5 Case Study and Result
6 Conclusion
Acknowledgments
References
Backtracking Search Optimization Algorithm Based MPPT Technique for Solar PV System
Abstract
1 Introduction
2 Modelling of PV Module
3 DC-DC Boost Converter
4 Maximum Power Point Techniques
4.1 Proposed Algorithm (MPPT Based on BSO)
5 Results and Discussion
6 Conclusion
References
A New Topology of Interline Unified Power-Quality Conditioner for Multi Feeder System
Abstract
1 Introduction
2 Proposed System
3 Control Strategy
4 Transient Performance of IUPQC
4.1 Sag/Swell on Bus Voltage
4.2 Voltage Harmonics
4.3 Current Harmonics
4.4 Faults
4.5 Dynamic Load
5 Conclusion
References
Adaptive NMPC Controller for Two-Link Planar Manipulator with Parameter Estimator
Abstract
1 Introduction
2 Modeling of Two-Link Planar Manipulator
3 NMPC Controller
3.1 Generating Reference Input
3.2 Estimation of Parameters Using OP Algorithm
3.3 NMPC Controller
4 Simulation Results
5 Conclusions
References
Solving the Complexity of Geometry Friends by Using Artificial Intelligence
Abstract
1 Introduction
2 Challenges for the AI
2.1 Artificial Intelligence in Geometry Friends
2.2 The Circle Track Received Two Submissions
3 Proposed Method
4 Conclusion
References
RETRACTED CHAPTER: An Efficient Classification Technique for Text Mining and Applications
Abstract
1 Introduction
2 Technology Foundations
2.1 Data Extraction
2.2 Topic Tracking
2.3 Outline
3 Text Mining Applications
4 Conclusion
References
Clinical Big Data Predictive Analytics Transforming Healthcare: - An Integrated Framework for Promise Towards Value Based Healthcare
Abstract
1 Introduction
2 Research Study Method
2.1 Information Data Sources
2.2 Search Query Keywords
2.3 Methodology for Study Selection
2.4 Research Quality Assessment
2.5 Study Result Summary
3 Technological Overview
3.1 Clinical Big Data Predictive Health Analytics
3.2 Characteristics and Challenges
3.3 Proposed Integrated Clinical Big Data Predictive Framework
3.3.1 Clinical Data Sources
3.3.2 Pre-processing
3.3.3 Clinical Data Analytics
3.3.4 Clinical Big Data Processing
3.3.5 Healthcare Predictive Analytics Application Layer
3.3.6 Users
3.3.7 Visualization
4 Conclusion and Future Work
References
A Study of Different Techniques in Educational Data Mining
Abstract
1 Introduction
2 Goals of Educational Data Mining
3 Applications of EDM
4 Tasks and Techniques in EDM
5 Future Work
6 Conclusion
References
A Study on Overlapping Community Detection for Multimedia Social Network
Abstract
1 Introduction
2 Literature Survey
3 Conclusion
References
A Review on Different Question Answering System Approaches
Abstract
1 Introduction
1.1 Types of Question Answering System (QASs)
1.2 Different Question Answering System Approaches
2 Literature Survey
3 Comparison of Question Answering System Methods
4 Conclusion
References
A Study of Malicious URL Detection Using Machine Learning and Heuristic Approaches
Abstract
1 Introduction
2 Literature Survey
2.1 Machine Learning-Based Approaches
2.2 Non-machine Learning-Based Approaches
2.3 Neural Network-Based Approaches
2.4 Behaviour-Based Detection Approaches
3 Conclusion and Future Work
References
A Review on Network Intrusion Detection System Using Machine Learning
Abstract
1 Introduction
2 Analysis on Network Intrusion Detection System Using Machine Learning Techniques
3 Comparison of Network Intrusion Detection System Methods Using Machine Learning Techniques
4 Proposed System and Conclusion
References
Review on Facial Expression Recognition System Using Machine Learning Techniques
Abstract
1 Introduction
2 Review on Databases Used for Facial Expression Recognition
3 Literature Review
4 Proposed System
5 Comparitive Study on Various Methods for FER
6 Conclusion
References
Document Clustering Using Different Unsupervised Learning Approaches: A Survey
Abstract
1 Introduction
2 Analysis of Different Mahcine Learning Algorithms for Clustering
3 Comparison of Research Methodologies
4 Conclusion and Proposed System
References
A Study of Liver Disease Classification Using Data Mining and Machine Learning Algorithms
Abstract
1 Introduction
2 Analysis Research Methodologies
3 Comparison of Research Methodologies
4 Conclusion and Proposed Work
References
A Study of Routing Protocols for Energy Conservation in Manets
Abstract
1 Introduction
2 Literature Survey
3 Comparison of Energy Consumption Methods
4 Proposed System
5 Conclusion
References
Credit Risk Valuation Using an Efficient Machine Learning Algorithm
Abstract
1 Introduction
2 Data Understanding
3 Data Cleaning and Exploratory Data Analysis
4 Weight of Evidence Analysis
5 Model Building
6 Model Evaluation
6.1 Important Variables from the Model
7 Application Score Card
7.1 Implications of Using the Model
8 Conclusion
Acknowledgments
References
Handwritten Mathematical Symbol Recognition Using Machine Learning Techniques: Review
Abstract
1 Introduction
2 Methodology
3 Different Handwritten Math Symbol Databases
4 Literature Survey
5 Comparison of Related Works
6 Conclusion
References
Automatic Water Level Detection Using IoT
Abstract
1 Introduction
2 Overview
3 Methodology
3.1 Water Level Sensor Unit
3.1.1 Ultrasonic Sensor
3.1.2 Arduino UNO
3.1.3 Code
3.2 Buzzer
3.3 Blynk Interface (App)
4 Implementation and Result
5 Conclusion
References
Optimal Scheduling of Tasks in Cloud Computing Using Hybrid Firefly-Genetic Algorithm
Abstract
1 Introduction
2 Literature Survey
3 Hybrid Firefly Genetic Metaheuristic
3.1 Firefly Algorithm Methodology
3.2 Genetic Algorithm Methodology
4 Result Analysis
4.1 Parameter Setting
4.2 Experimental Result Analysis
5 Conclusion
References
A Novel Approach for Rice Yield Prediction in Andhra Pradesh
Abstract
1 Introduction
2 Methodology
3 Experimental Results
4 Conclusion
References
Representation Techniques that Best Followed for Semantic Web - Web Mining
Abstract
1 Introduction
2 Web Mining
3 Semantic Web
4 Semantic Web Representation Techniques
5 Ontology and Web Ontology Language (Owl) - A Best Representation Technique for Semantic Web
6 Conclusion
References
Isolated Health Surveillance System Through IoT Using Raspberry Pi
Abstract
1 Introduction
1.1 Objectives
2 Problem Specifications
2.1 Characteristics
2.2 Methodology
2.3 Contributions
2.4 Applications
2.5 Limitation of the System
3 Related Works
3.1 Isolated Health Surveillance System Through IoT Using Rasberry Pi
4 Proposed Architecture
4.1 Working of the Proposed Architecture
5 Implementation
5.1 Temperature Sensing Element
5.2 ECG Sensor
6 Results
7 Conclusion
References
Design and Implementation of RPL in Internet of Things
Abstract
1 Introduction
2 Literature Survey
3 RPL Description
4 Simulation Results of RPL
5 Conclusion
References
Detection and Tracking of Text from Video Using MSER and SIFT
Abstract
1 Introduction
2 Literature Survey
3 Popular Techniques for Text Extraction
3.1 Maximally Stable Extremal Regions (MSER)
3.2 Scale Invariant Feature Transform (SIFT)
4 Results and Discussions
5 Conclusions
References
Blockchain Enabled Smart Learning Environment Framework
1 Introduction
2 Related Work
3 Smart Learning Environment Framework for LTSA
3.1 Flow of Online Examination in the Proposed Architecture
3.2 Security Analysis
4 Quantitative Evaluation of Security in Learning Management Systems
5 Conclusion and Future Work
References
Global Snapshot of a Large Wireless Sensor Network
Abstract
1 Introduction
2 Related Work
3 The Proposed Algorithm
3.1 Assumptions
3.2 An Overview
3.3 Initialisation Phase
3.4 Algorithm ZHEA (Part1)
3.5 Algorithm ZHEA (Part2)
3.6 Algorithm LSP
3.7 Algorithm Reliability Check
3.8 Handling Message Losses and Ensuring Reliability
4 Simulation and Performance Evaluation
4.1 Simulator
4.2 Simulation Setup
4.3 Simulation Results
5 Conclusion and Future Work
References
Retraction Note to: An Efficient Classification Technique for Text Mining and Applications
Retraction Note to: Chapter 63 in: S. C. Satapathy et al. (Eds.): Advances in Decision Sciences, Image Processing, Security and Computer Vision, LAIS 4, https://doi.org/10.1007/978-3-030-24318-0_63
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