International Conference on Intelligent Emerging Methods of Artificial Intelligence & Cloud Computing: Proceedings of IEMAICLOUD 2021 (Smart Innovation, Systems and Technologies, 273)

This book consists of different accepted papers of the conference. Firstly, the artificial intelligence and its application-related topics are provided. Secondly, cloud computing and related topics are also provided. The book has been designed to help research organisations and business leaders from across industries to transform their organisations into AI-driven disruptors. The utility of the technology in the face of massive globally interconnected complexity is explored. The significant characteristics of IEMAICLOUD are the promotion of inevitable dialogue between scientists, researchers, engineers, corporate’s and scholar’s students to mitigate the gap between academia, industry and governmental ethics which has been fostered through keynote speeches, workshops, panel discussion and oral presentations by eminent researchers in relevant field. The industry personnel depict cutting-edge researches in artificial intelligence and cloud computing to convey academia regarding real-time scenario and practical findings. Conference has been well equipped with talks by industry experts on the state of the art in computer science, lectures by eminent scientists designed to inspire and inform presentations by innovative researchers coming from 20+ countries from Europe and abroad. There has been discussion-oriented sessions and networking breaks to enable collaborations. Papers consist abstract, result, discussions and conclusions by the help of different tables and diagrams. Preface Introduction Contents About the Editor Mathematical Modelling to Predict Fuel Consumption in a Blast Furnace Using Artificial Neural Networks 1 Introduction 2 Materials and Methods 2.1 Artificial Neural Network Configuration 2.2 Data Normalization 2.3 Data Collect 2.4 Cross-Validation 3 Results and Discussion 4 Conclusions References A Hybrid Model Based on Behavioural and Situational Context to Detect Best Time to Deliver Notifications on Mobile Devices 1 Introduction 2 Related Work 2.1 Behavioral Science 2.2 Detecting Ideal Time 2.3 Challenges with Monitoring Context and Research Gaps 3 Framework 3.1 Hybrid Architecture 3.2 Mobile Usage Data Collection 3.3 Data Fusion 3.4 Data Labelling 4 Conclusion References Smart IoT System for Chili Production Using LoRa Technology 1 Introduction 2 Related Work 3 System Design 4 Flowchart of the System Operation 5 Experiment Setup 6 Result and Analysis 7 Preliminary Result 8 Conclusion and Future Work References Peculiarities of Image Recognition by the Hopfield Neural Network 1 Introduction 2 Clusterization of Handwritten Digits by the Kohonen Network 3 Hopfield Neural Network 4 Methods for Comparing Two Images 5 Conclusion References Automatic Sentiment Analysis on Hotel Reviews in Bulgarian—Basic Approaches and Results 1 Introduction 2 Overview of the Previous Work 2.1 Supervised Learning 2.2 Previous Work on Bulgarian Texts 3 Creating a Database and Applying Supervised Approaches 3.1 Information Retrieval 3.2 Data Preprocessing 3.3 Applying Classification Methods 4 Conclusion References Voice-Controlled Intelligent Personal Assistant 1 Introduction 2 Proposed System 2.1 Software Components 2.2 Hardware Dependencies 2.3 System Architecture 2.4 System Workflow 2.5 System Features 3 Results and Discussion 3.1 Server 3.2 Phone Application 3.3 Communication 3.4 Survey 4 Conclusion and Future Work References PDCloudEX Software Defined Network 1 Introduction 2 Features 3 Architecture 4 Key Benefits 5 Use Cases References Food Aayush: Identification of Food and Oils Quality 1 Introduction 2 Existing Methodology 3 Literature Survey 4 Proposed Methodology 5 Results and Discussions 6 Conclusion References LEAST: The Smart Grocery App 1 Introduction 2 Problem Definition 3 Feasibility 4 Complete Work Plan Layout 5 Technology Stack Used 6 Use Case Diagram 7 Datasets 8 Preliminary 9 Problem Resolution 10 Conclusion References A Supervisory Control and Data Acquisition System Filtering Approach for Alarm Management with Deep Learning 1 Introduction 2 Approach 2.1 Artificial Neural Network 3 Real Case Study and Results References Routing Vehicles on Highways by Augmenting Traffic Flow Network: A Review on Speed Up Techniques 1 Introduction 1.1 Temporal Path 1.2 Spatial Path 2 Static Shortest Path Problem (S-SPP) 3 Time Dependent Shortest Path Problem (TD-SPP) 4 Research Challenges and Future Directions References False Alarm Detection in Wind Turbine Management by K-Nearest Neighbors Model 1 Introduction 2 Approach 3 Case Study and Results 4 Conclusions References Classification Learner Applied to False Alarms for Wind Turbine Maintenance Management 1 Introduction 2 Approach 3 Case Study and Results 4 Conclusions References Agricultural Image Analysis on Wavelet Transform 1 Introduction 2 Methodology 2.1 Image Denoising 2.2 Image Compression 2.3 Image Enhancement 3 Conclusion References Deep Learning Algorithms 1 Introduction 2 Deep Learning Algorithms 3 Conclusion References Deep Reinforcement Learning 1 Introduction 2 Learning Models of Reinforcement Learning 3 Algorithms 4 Applications 5 Conclusion References Different Texture Segmentation Techniques: Review 1 Introduction 2 Image Segmentation Techniques 3 Conclusion References Fully Protected Image Algorithm for Transmitting HDR Images Over a WSN 1 Introduction 2 Historical Background 3 Methodology 4 Simulation Results 5 Conclusions References Gabor Wavelets in Face Recognition and Its Applications 1 Introduction 2 Methodology 3 Application of Gabor Transform 4 Conclusion References Harris Corner Detection for Eye Extraction 1 Introduction 2 Methodology 3 Conclusion References Human Computer Interface Using Electrooculogram as a Substitute 1 Introduction 2 Method for Eog in Eye Movement 3 Applications of EOG in HCI 4 Conclusion References Image Fusion Using Wavelet Transforms 1 Introduction 2 Methodology 3 Applications 4 Conclusion References Review on Traction Control System 1 Introduction 2 Conclusion References Various Algorithms Used for Image Compression 1 Introduction 2 Various Algorithms of Image Compression 3 Discussion 4 Conclusion References Wavelet Transformation for Digital Watermarking 1 Introduction 2 Wavelet Transform Techniques 3 Applications of Digital Watermarking 4 Conclusion References Singular Value Decomposition Based Image Compression 1 Introduction 2 Image Compression 3 Methodology 4 Conclusion References Wavelet Transform for Signature Recognition 1 Introduction 2 Discrete Wavelet Transform 3 Methodology 4 Conclusion References Object Detection with Compression Using Wavelets 1 Introduction 2 Methodology 3 Conclusion References A Review on Deep Learning Models 1 Introduction 2 Learning Models of Reinforcement Learning 3 Algorithms 4 Applications 5 Conclusion References Real Time Based Target Detection Method 1 Introduction 2 Experimental Setup 3 Results 4 Conclusion References Business Analytics: Trends and Challenges 1 Introduction 1.1 Difference Between Analytics and Analysis 2 Discussions 3 Conclusions References Home Automation: IoT 1 Introduction 2 Literature Review 3 Methodology 4 Discussions 5 Conclusion and Implication References A Review on Impact of COVID-19 on E-Commerce 1 Introduction 2 Discussions 3 Conclusion References Data Security Techniques in Cloud Computing 1 Introduction 2 Discussions 3 Conclusion References Radio Frequency Identification Technology Used to Monitor the Use of Water Point for Grazing Cattle 1 Introduction 2 Methods 3 Result 4 Conclusion References A Study of Continuous Variable Transmission 1 Introduction 2 Literature Review 3 Principle 4 Working 5 Mechanism of Pulleys 6 Conclusion References Review on Color Image Processing Techniques 1 Introduction 2 Review on Image Processing 3 Conclusion References Building Demolition Technique 1 Introduction 2 Methodology 3 Conclusion References Method of Noise Control for Building 1 Introduction 2 Conclusion References Fish Tank Monitoring System Using IoT 1 Introduction 2 Literature Review 3 Methodology 4 Results and Discussion 5 Conclusion and Implication References Blockchain Based Freelancing System 1 Introduction 2 Literature Review 3 Methodology 3.1 Design 3.2 Instrument 4 Results and Discussion 5 Conclusion and Implication References Achieving Efficient Data Deduplication and Key Aggregation Encryption System in Cloud 1 Introduction 2 Literature Review 3 Methodology 3.1 Design 3.2 Hardware and Software Tools Used 3.3 Implementation 4 Results and Discussion 5 Conclusion and Future Scope References Book My Space: The Utilization of Empty Space 1 Introduction 1.1 Ways to Improve Warehouse Space Utilization 1.2 Steps to Calculate Space Utilization Rates 2 Literature Review 3 Methodology 3.1 Tool Description 3.2 Design 3.3 Implementation 4 Result and Discussion 5 Conclusion References Computer Vision Based Attendance Management System 1 Introduction 2 Literature Review 3 Methodology 3.1 Design 3.2 Tool Description 3.3 Implementation 4 Results and Discussion 5 Conclusion and Future Scope References Multidimensional Features Driven Phishing Detection Based on Deep Learning 1 Introduction 2 Literature Review 3 Methodology 4 Results and Discussion 5 Conclusion and Implications References DNA Based Criminal Identification Using Blockchain 1 Introduction 1.1 Block Chain Working 1.2 Properties of a Blockchain System 1.3 Blockchain Security 2 Literature Review 2.1 The Network Size 2.2 Network Speed 2.3 Human Error 3 Methodology 3.1 Design 3.2 Instrument 3.3 Software Tools Description 4 Results and Discussion 5 Conclusion and Implication References Driver Drowsiness Detection Alert System Using Haar Method 1 Introduction 1.1 Driver Drowsiness 2 Literature Review 3 Methodology 3.1 Design 3.2 Use Case Diagram 3.3 Data Flow 4 Results and Discussion 4.1 Test Cases 5 Conclusion and Implication References A Research Paper on Third Eye for Blind 1 Introduction 1.1 Complications in AI 1.2 Natural Language Processing 2 Literature Review 3 Methodology 3.1 Design 3.2 Instruments 3.3 Objectives 4 Results and Discussion 4.1 Implementation 4.2 Distance of the Object (Sonar Sensor) 5 Conclusion and Implication References Robot Movement Based on Color Detection 1 Introduction 2 Literature Review 3 Methodology 3.1 Design 3.2 Instrument 3.3 Concept of Surveillance 3.4 Obstacle Detection 4 Results and Discussion 4.1 Software Implementation 5 Conclusion and Implication References Classification of Cervical Squamous Cells 1 Introduction 2 Literature Review 3 Methodology 3.1 Design 3.2 Instrument 3.3 Implementation 4 Results and Discussion 5 Conclusion and Implication References Automation of Animal Classification Using Deep Learning 1 Introduction 2 Literature Review 3 Methodology 3.1 Design 4 Drawbacks 4.1 Instrument 4.2 Implementation 4.3 Data Set 4.4 Data Pre-Processing 4.5 Feature Engineering 4.6 Training Set 4.7 Learning Algorithm 4.8 Trained Model and New Image 4.9 Score Model 4.10 Evaluate Output 4.11 Final Output 5 Results and Discussion 6 Conclusion and Implication References Real-Time Eye Blinking for Password Authentication 1 Introduction 2 Literature Review 3 Methodology 3.1 Design 3.2 OTP Generation and Verification 3.3 Hardware and Software Tools 4 Results and Discussion 4.1 Localization of Face 4.2 Tracking of the Eyes 5 Conclusion and Implication References Emergency Location Sharing Using GPS Tracking 1 Introduction 2 Literature Review 3 Methodology 3.1 Design 3.2 Dynamic Traffic Control System 3.3 Hardware and Software Tools 3.4 Proposed System Design 3.5 Java Development Kit (JDK) 3.6 XML 4 Results and Discussion 5 Conclusion and Implication References Providing Voice to Susceptible Children: Depression and Anxiety Detected with the Help of Machine Learning 1 Introduction 2 Literature Review 3 Methodology 3.1 Design 3.2 Hardware and Software Tools 4 Results and Discussion 5 Conclusion and Implication References A State of Art Review on Blockchain Technology 1 Introduction 1.1 Walmart 1.2 Maersk 1.3 Ups 1.4 British Airways 1.5 FedEx 1.6 Deloitte IoT Blockchain 2 Literature Review 3 Discussion 3.1 Existing System and Target Industries Benefits 3.2 Provenance Tracking 3.3 Cost Reduction 3.4 Establishing Trust 3.5 Benefits of Supply Chain with Blockchain 4 Conclusion and Implication References Review of Data Storage and Security in Cloud Computing 1 Introduction 2 Modes of Deployment in Cloud Computing 3 Essential Characteristics of Cloud Computing 4 Security Classification in Cloud Computing 5 Data Storage in Cloud Computing 6 Conclusion References Security Operation Modes for Enhancement of Utility Computer Network Security 1 Introduction 1.1 Cyber-Security for Utilities 1.2 Proposed Security Operation Modes 1.3 Application for Enhancement of Power System Controls 2 Security Operation Modes 2.1 Padding Mode 2.2 Frame Transmission Group Mode 2.3 Split Frame Transmission Group Mode 2.4 Security Header 2.5 Interoperability and Security Mode Transitions 3 Security Layer Analysis 3.1 Padding 3.2 Frame Transmission Group 3.3 Performance 4 Conclusion References Supervised Machine Learning Algorithm: A Review of Classification Techniques 1 Introduction 2 Supervised Machine Learning 2.1 Feature of Machine Learning Algorithm 3 Conclusion References Survey on Fog Computing and Its Function in IoT 1 Introduction 2 Working 2.1 Terminal Layer 2.2 Fog Layer 2.3 Cloud Computing Layer 3 Technologies for Fog Computing 3.1 Computing Technologies 3.2 Communication Technologies 3.3 Storage Technologies 4 Applications 4.1 Connected Car 4.2 Smart Traffic Lights 4.3 Smart Home 4.4 Wireless Sensor and Actuator Networks 4.5 Healthcare 5 Conclusion References Understanding Human Emotional Intelligence 1 Introduction 2 System Methodology 3 Considering Eigen Values for Facial Expression Recognition 4 Conclusion References Review on Continuous Variable Transmission (CVT) 1 Introduction 1.1 Optimum RPM Range 1.2 Components of a CVT 1.3 Working Principle of a CVT 1.4 Hydraulic Actuators 1.5 Torque Converter 1.6 Belt Materials 1.7 Types of CVT 2 Discussions 3 Conclusion References An Automated Solution for Test Optimization Using Soft Computing Techniques 1 Introduction 1.1 Software Testing 1.2 Soft Computing 1.3 Soft Computing Techniques in Software Testing 1.4 Data Mining Techniques in Software Testing 2 Background 2.1 Optimization Techniques Used in Test Case Generation 3 Proposed Methodology 4 Implementation 5 Results and Graphs 6 Conclusion References Emergence of Internet of Things (IoT) and Its Smart Application 1 Introduction 2 Related Work 2.1 Overview and Components of IoT 3 Conclusion References Analysis System of City Price Based on Big Data 1 Introduction 2 Systematic Level of City Price Analysis 3 Big Data Transmission Path of the Analysis System of City Price 4 The Technical Path of the Analysis Subsystem of City Price 4.1 The Data Acquisition Subsystem 4.2 The Data Management Subsystem 4.3 The Data Analysis Subsystem 4.4 The Data Decision Transmission Subsystem 5 Conclusion References Deep Learning: Potato, Sweet Potato Protection and Leafs Diseases Detections 1 Introduction 1.1 Literature Review 2 Methods 2.1 The Cassava Image Datasets Descriptions: 2.2 Approach 3 Conclusions References Social Distance Measurement and Face Mask Detection Using Deep Learning Models 1 Introduction 2 Related Work 3 System Methodology 3.1 Social Distancing Detection 3.2 Face Mask Detection 4 Performance Evaluation 4.1 Performance of People Detection 4.2 Performance of Overall Social Distance Measurement System 4.3 Performance of Face Mask Detection 5 Conclusion References Design and Analysis of Digital Compressed ECG Sensing Encoder for IoT Health Monitoring Devices 1 Introduction 2 Existing Compressed Sensing Methods 3 Compressed Sensing Based Ecg Encoder 4 Results and Discussion 5 Conclusion References Author Index