Smart Trends in Computing and Communications: Proceedings of SmartCom 2022 (Lecture Notes in Networks and Systems, 396)

✍ Scribed by Yu-Dong Zhang (editor), Tomonobu Senjyu (editor), Chakchai So-In (editor), Amit Joshi (editor)

• Publisher: Springer
• Year: 2022
• Tongue: English
• Leaves: 786
• Category: Library

✦ Synopsis

This book gathers high-quality papers presented at the Sixth International Conference on Smart Trends in Computing and Communications (SmartCom 2022), organized by Global Knowledge Research Foundation (GR Foundation) in partnership with IFIP InterYIT during January 11–12, 2022. It covers the state of the art and emerging topics in information, computer communications, and effective strategies for their use in engineering and managerial applications. It also explores and discusses the latest technological advances in, and future directions for, information and knowledge computing and its applications.

✦ Table of Contents

Preface
Contents
Editors and Contributors
Implementation of Tweet Stream Summarization for Malicious Tweet Detection
1 Introduction
2 Literature Survey
3 Proposed Approach
4 Implementation
5 Result Analysis
6 Conclusions
References
Comparative Analysis of a Secure Authentication Protocol for 5G-Enabled IoT Network Using Public and Shared Secret Key
1 Introduction
2 Literature Survey
3 System Design
3.1 Functional Block Diagram
3.2 Algorithm
4 Results and Discussion
4.1 Conclusion
4.2 Future Scope
References
DDoS Botnet Attack Detection in IoT Devices
1 Introduction
2 Literature Survey
3 Methodology
4 Experiment and Result Analysis
5 Conclusion
References
Text/Sign Board Reading Aid for Visually Challenged People
1 Introduction
2 Literature Review
3 Proposed System
4 Implementation
4.1 Maximally Stable Extremal Region
4.2 Text Region Localization
4.3 Stroke Width Transform
4.4 Expanding Bounding Boxes
4.5 Optical Character Recognition
4.6 Speech Synthesis
5 Results
6 Conclusion
References
Automatic Segmentation of Red Blood Cells from Microscopic Blood Smear Images Using Image Processing Techniques
1 Introduction
2 Related Work
3 Methodology
3.1 Image Acquisition
3.2 Preprocessing
3.3 Segmentation of Blood Cells
4 Results and Discussion
5 Conclusion
References
Design and Simulation of Microstrip Bandpass Filter Techniques at X-Band for RADAR Applications
1 Introduction
2 Material and Method
2.1 Design of End-Coupled Bandpass Filter
2.2 Design of Parallel-Coupled Bandpass Filter
2.3 Design of Hairpin Filter
2.4 Design of Interdigital Filter
2.5 Design of Combline Filter
3 Proposed Design
4 Result and Discussion
5 Conclusion
References
A Novel Approach to Detect Plant Disease Using DenseNet-121 Neural Network
1 Introduction
2 Literature Review
3 Methodology
3.1 Experimental and Technical Design
4 Experimental Results
4.1 Neural Network Training
5 Conclusion
References
Offline Handwritten Signature Forgery Verification Using Deep Learning Methods
1 Introduction
2 Data Preparation
3 Research Methodology
4 Research Experiment
4.1 Experimental Setup
4.2 Results
5 Conclusions and Perspectives
References
Potential Applications of Advanced Control System Strategies in a Process industry—A Review
1 Introduction
2 Conclusion
References
Analysis of Algorithms for Effective Cryptography for Enhancement of IoT Security
1 Introduction
2 Literature Review
3 Proposed System and Implementation
4 Results
5 Conclusion
References
Relevance of Artificial Intelligence in the Hospitality and Tourism Industry
1 Introduction
2 Overview of Artificial Intelligence
3 Adoption of Artificial Intelligence in the Hospitality Industry and Its Implications
4 Benefits and Costs Associated with Incorporation of AI
5 Conclusion
References
Deep Learning-Based Smart Surveillance System
1 Introduction
2 Literature Survey
3 System Approach
4 Results and Screenshots
5 Conclusion and Future Scope
5.1 Future Scope
Rerferences
Pronunciation-Based Language Processing Tool for Tai Ahom
1 Introduction
2 Related Work
3 Tai Ahom Language
4 Our Approach
5 Conclusıon and Future Scope
References
Improving Ecommerce Performance by Dynamically Predicting the Purchased Items Using FUP Incremental Algorithm
1 Introduction
2 Proposed System
3 Implementation
3.1 Allocation Phase
3.2 Refinement Phase
3.3 Incremental Association Rule Mining
3.4 Original Database Discovery
3.5 Updating Frequent and Promising Frequent Items
4 Conclusion
References
A Novel Approach to Privacy Preservation on E-Healthcare Data in a Cloud Environment
1 Introduction
1.1 What Is Cloud Computing?
1.2 Deployment Model
1.3 Service Models
1.4 Security and Privacy Concerns in the Healthcare Cloud Computing Environment
2 Related Work
3 Proposed Model
4 Proposed Cloud Model Comparison with Different Frameworks
5 Conclusion and Future Work
References
Temporal Reasoning of English Text Documents
1 Introduction
2 Literature Review
3 Research Methodology
4 Evaluation and Results
5 Conclusion
References
Design, Development, and Integration of DMA Controller for Open-Power-Based Processor SOC
1 Introduction
2 DMA Features
2.1 Microarchitecture
3 Modes of Operation
3.1 General Mode
3.2 Joint Mode
4 Fsm Logic
4.1 Channel Arbiter FSM
4.2 Priority of the Channel
5 Block Diagram with AXI4
5.1 A2O Core Interface
6 Results
7 Conclusion
References
A Comparative Study Using Numerical Simulations for Designing an Effective Cooling System for Electric Vehicle Batteries
1 Introduction
2 Methodology
2.1 Direct Cooling
2.2 Tube Cooling
3 Results and Analysis
4 Conclusion
References
19 Lexical Resource Creation and Evaluation: Sentiment Analysis in Marathi
Abstract
1 Introduction
2 Related Work
3 Proposed Methodology
3.1 Lexical Corpus Creation
3.2 Feature Extraction
3.3 Sentiment Classification
4 Experimental Evaluation
5 Conclusions and Future Work
Acknowledgements
References
Artificial Neural Network Method for Appraising the Nephrotic Disease
1 Introduction
2 Related Work
3 Optimization-Based Artificial Neural Network Classification
3.1 Cat Swarm Optimization
3.2 Artificial Neural Network
4 Proposed Method
5 Result and Discussion
6 Conclusion
References
Artificial Neural Network and Math Behind It
1 History
2 Introduction
3 Artificial Neuron
4 Perceptron
5 Activation Function
6 Structure of Feedforward Neural Network
7 Applications of Artificial Neural Network
8 Conclusion
References
Machine Learning-Based Multi-temporal Image Classification Using Object-Based Image Analysis and Supervised Classification
1 Introduction
2 Study Area, Dataset, and Software Used
2.1 Study Area
2.2 Data
2.3 Software
3 Methodology
3.1 Pre-processing Image
3.2 OBIA
3.3 Classification
3.4 Change Detection
4 Results
5 Discussion
6 Conclusion
References
A Model to Generate Benchmark Network with Community Structure
1 Introduction
2 Related Work
3 Proposed Benchmark
4 Experimental Setup
4.1 Structural Measures of Networks
5 Results and Discussion
5.1 Evaluation of Structural Properties
5.2 Community Detection Performances
6 Conclusion
References
Human Activity Recognition Using LSTM with Feature Extraction Through CNN
1 Introduction
2 Network Model for HAR
2.1 Feature Extraction
2.2 BiLSTM Network for Prediction
3 Experiments Results
3.1 HMDB51 Data set
3.2 Experiment on 10 Classes of HMDB51
3.3 Experiment on 51 Classes of HMDB51
4 Conclusion
References
Sentiment Classification of Higher Education Reviews to Analyze Students’ Engagement and Psychology Interventions Using Deep Learning Techniques
1 Introduction
2 Related Work
3 Framework of the Proposed Model for Sentiment Classification to Analyze Students’ Engagement and Psychology Interventions
3.1 Dataset Generation
3.2 Data Preprocessing
3.3 Feature Extraction
3.4 Classification
4 Results and Discussions
5 Conclusion
References
Strategic Network Model for Real-Time Video Streaming and Interactive Applications in IoT-MANET
1 Introduction
2 Hierarchical Model
3 Strategic Approach
4 Simulation
5 Results and Discussion
6 Conclusion
References
Limitation for Single-equation Dependency
1 Introduction
1.1 Assumptions of the Linear Regression Model
1.2 Simple Linear Regression Model
1.3 Multiple Linear Regression Model
1.4 Nonlinear Regression
1.5 Applications
1.6 Limitations
2 Literature Review
2.1 Related Work
3 Proposed Work
4 Experiments and Results
5 Conclusion
References
Autocorrelation of an Econometric Model
1 Introduction
1.1 Autocorrelation Tests and Residue Analysis
1.2 Durbin and Watson contrast
1.3 Econometric Methods and Data Analysis
2 Literature Review
2.1 Background
2.2 Related Work
2.3 Consequences of Autocorrelation
3 Proposed Work
3.1 Ljung–Box Test
3.2 Durbin–Watson Statistic
4 Concluding Remarks
References
Trends of Artificial Intelligence in Revenue Management of Hotels
1 Introduction
2 Trends of Artificial Intelligence in the Hotel Industry
3 Overview of Revenue Management of Hotels
3.1 Key Performance Indicators of Revenue Management System in Hotels
3.2 Important Revenue Management Tools
4 Major Roles Played by Artificial Intelligence for Revenue Management of Hotels
5 Discussion and Conclusion
References
Sentiment Analysis and Vector Embedding: A Comparative Study
1 Introduction
2 Embedding Method for Sentiment Analysis
3 Related Work
4 Proposed Model
5 Result and Discussion
6 Conclusion
References
3G Cellular Network Fault Prediction Using LSTM-Conv1D Model
1 Introduction
2 Literature Review
3 Design and Implementation
3.1 The LSTM-Conv1D Design
3.2 Implementation
4 Results and Analysis
5 Conclusion and Future Scope
References
Deep Learning for Part of Speech (PoS) Tagging: Konkani
Abstract
1 Introduction
2 Literature Survey
3 Brief History of Konkani Language and Its Speakers
4 Data Set
5 Experiments
6 POS Tagger
7 Results
8 Discussion
9 Conclusion
References
DAMBNFT: Document Authentication Model through Blockchain and Non-fungible Tokens
1 Introduction
2 Background
3 Related Work
4 The Proposed Model
4.1 Participants Overview
4.2 Design Structure
5 Discussion and Future Work
6 Conclusions
References
A Novel Hybrid Translator for Gujarati to Interlingual English MTS for Personage Idioms
1 Introduction
1.1 Gujarati Personage Idioms
2 Related Literature Review
3 Methodology
3.1 Data Collection
3.2 Proposed Model
4 Results and Analysis
5 Conclusion, Limitations, and Future Work
References
Alleviation of Voltage Quality-Related Issues: A Case Study of Bahir Dar Textile Share Distribution System
1 Introduction
2 Methodology
2.1 System Design
3 Results and Discussion
3.1 Steady-State Simulation Result of Existing System Without UPQC
3.2 MATLAB/Simulink Simulation Result of the Existing System
3.3 Dynamic Analysis and Simulation Result with UPQC
4 Conclusion
References
Customer Perception, Expectation, and Experience Toward Services Provided by Public Sector Mutual Funds
1 Introduction
1.1 Objectives
1.2 Scope of the Study
2 Literature Review
3 Research Methodology
3.1 Methodology Adopted
3.2 Data Collection
4 Analysis and Interpretation
4.1 Customer Perception
4.2 Customer Experience
5 Findings
6 Conclusion
References
DigiDrive: Making Driving School Management Effective
1 Introduction
2 Methods
3 Results
3.1 Contextual Inquiry
3.2 Stakeholder’s Analysis
3.3 Competitor’s Analysis
4 Intervention
4.1 In-Vehicle Infotainment (IVI) System
4.2 Web-Based Application
4.3 Mobile Application
5 User Testing and Results
6 Discussion
7 Limitations
References
Revamping an E-Application for User Experience: A Case Study of eSanjeevaniOPD App
1 Introduction
1.1 `eSanjeevaniOPD' for E-governance in Indian Health Care
1.2 Motivation Behind the Study
2 Methods and Materials
2.1 Sequential Incident Technique (SIT)
2.2 Results of SIT
2.3 Taguchi Experiment
3 Results
4 Conclusions
References
Secured Data Transmission in Low Power WSN with LoRA
1 Introduction
2 Advanced Encryption Standard (AES)
2.1 AES Security Analysis
3 Key Management
3.1 Key Management Cost
4 Method
4.1 Sender Node
4.2 Receiver Node
5 Simulation Result
5.1 Testing the Implementation
6 Conclusion
References
Safeguarding Cloud Services Sustainability by Dynamic Virtual Machine Migration with Re-allocation Oriented Algorithmic Approach
1 Introduction
2 Related Work
3 Explication of Problem Statement
4 System Model
5 Proposed Algorithmic Approach
6 Evaluation of Performance
6.1 Simulation Setup
6.2 Results
7 Conclusion
References
Survey on Cloud Auditing by Using Integrity Checking Algorithm and Key Validation Mechanism
1 Introduction
1.1 These Review Contributions Are Summarized as Follows
1.2 Cloud Auditing
1.3 Privacy Protection
1.4 Continuous Auditing
1.5 Integrity Checking Algorithm
1.6 Key Generation Mechanism
2 Outline of the Review Work
3 Prevention of Integrity Security Attacks and Computation Time
4 Various Computation Cost of Auditing
5 Conclusion
References
Privacy-Preserving Min–Max Value Retrieval Using Data Obfuscation Algorithm in Distributed Environment
1 Introduction
2 Proposed Data Obfuscation Algorithm
2.1 Simulation Example
2.2 Illustration of Proposed Algorithm with Working Data Set Example
2.3 Analogy with Distributed Servers
3 Complexity Analysis of Proposed Data Obfuscation Algorithm
3.1 Time Complexity Analysis
3.2 Space Complexity Analysis
4 Conclusion
References
Intelligent Virtual Research Environment for Natural Language Processing (IvrE-NLP)
1 Introduction
2 Literature Survey
3 Research, Development, and Integration Environment for NLP
4 System Architecture
4.1 An Overview of Workflow Model
4.2 ivrE-NLP Paradigm
4.3 ivrE-NLP Framework: (Model, View, Controller Approach)
4.4 Communication Protocols and Data Dependency
4.5 Developing New NLP System in ivrE-NLP
4.6 Assemble Customized System via ivrE-NLP
4.7 Executing NLP System in ivrE-NLP
4.8 Viewing and Analyzing Results in ivrE-NLP
4.9 Statistics and Report Generation in ivrE-NLP IDE
5 Conclusions
References
Analyzing the Performance of Object Detection and Tracking Techniques
1 Introduction
2 Methods of Object Detection and Tracking
3 Quantitative Analysis
4 Qualitative Analysis
5 Conclusion
References
A Novel Area Efficient GF(2m) Multiplier
1 Introduction
2 Fundamental of Galois Field Multiplication
3 Proposed Architecture
3.1 Galois Field Multiplier
3.2 Fixed Primitive Polynomial Multiplier
4 Experimental Results
5 Conclusion
References
Virtual Testbed of Vehicular Network for Collision Simulation and Detection on SUMO and OMNeT++ Simulators
1 Introduction
2 Literature Survey
3 Methodology
4 Results
5 Conclusion
References
Artificial Intelligence-Based IoT Clustered Smart Vending Machine
1 Introduction
1.1 Introduction to Standard Machinery
1.2 Problems Derived from Existing Systems
1.3 Approach to Smart Vending Machine
2 The Architecture of Smart Vending Machine
2.1 Software Architecture and Integration
2.2 Distinctive Approach
2.3 Hardware Architecture and Integrations
3 Safety and Security
3.1 Hardware Security
3.2 Software Security and Safety
4 Artificial Intelligence Integrated with IoT
5 Fundamental and Supplemental Enhancements
5.1 Customer-Focused Enhancement
5.2 Vendor-Focused Enhancement
6 Circumscription of Smart Vending Machine
7 Conclusion and Future Work
References
Artificial Intelligence-based Vehicle In-Cabin Occupant Detection and Classification System
1 Introduction
2 Literature Survey
3 Methodology
4 Results
5 Conclusion
6 Future Scope
References
A Hybrid Approach Towards Machine Translation System for English–Hindi and Vice Versa
1 Introduction and Background
1.1 Background
2 Data Creation
2.1 Identification of Data Source
2.2 Preparation of the Parallel Corpus
3 Development of the System
3.1 Model Building
3.2 Pre-processing Data for Model Building
3.3 Encoder–Decoder Model and Beam Search for Inference
4 Evaluation and Results
5 Conclusion and Future Work
References
Gender Issues and New Governance: Managing Menstrual Health and Hygiene with Emerging Multimedia Options for a Progressive Economy
1 Introduction
1.1 Mediated Communication
1.2 Objective
1.3 Background
1.4 Current Scenario
1.5 Reversal of Learning
2 Data Analysis Derived from Survey Par Conducted in Bangaluru in 2019–20
2.1 Menstrual Health
2.2 Knowledge and Awareness
2.3 Social Taboo
2.4 Disposal
3 Conclusion
References
An IoT-Based Smart Parking System for Smart Cities
1 Introduction
2 Proposed Design
3 System Architecture-Hardware
4 System Architecture-Software
5 Implementation
6 Application Details
7 Discussion on Results
8 Conclusion
References
Agriculture Stakeholder’s Information Need—The Survey in Gujarat, India
1 Introduction
2 Agriculture Content-Set
3 Research Status of Artificial Intelligence in Agriculture
4 Analysis and Interpretation of Agriculture Crop Cultivation System Survey
5 Results and Discussion: Analysis and Interpretation of Agriculture Crop Cultivation System Survey
6 Conclusion
References
System Design and Implementation of Assistive Device for Hearing Impaired People
1 Introduction
2 Literature Survey
3 Proposed Methodology
4 Implementation
5 Results and Discussion
6 Conclusion
References
Internet of Things Security: A Blockchain Perspective
1 Introduction
2 Internet of Things
3 Blockchain
4 Applications of Blockchain in IoT and Similar Networks
4.1 IoT with Blockchain
4.2 Internet of Vehicles (IoV) with Blockchain
4.3 Internet of Medical Things (IoMT) with Blockchain
4.4 Internet of Battlefield Things (IoBT) with Blockchain
4.5 Green IoT with Blockchain
4.6 Future Research Issues
5 Conclusion
References
Fuzzy C-Means Clustering of Network for Multi Mobile Agent Itinerary Planning
1 Introduction
2 Related Work
3 Proposed Method
3.1 Problem Statement
4 Instance Formulation of the Network with FCM Clustering Algorithm
5 Conclusion
References
Acceptance of Eco-Friendly Substitute of White Skim Coat (Wall Putty) in Mumbai
1 Introduction
2 Background
3 Methodology
4 Results
5 Conclusion and Future Scope
References
Economics of Immutability Preserving Streaming Healthcare Data Storage Using Aggregation in Blockchain Technology
1 Introduction
2 Related Work
2.1 Immutability of Storage
2.2 Healthcare Data Privacy Laws
2.3 Blockchain in Healthcare
3 Methodology
3.1 Data Description
3.2 On-Chain Storage Costs
4 Results
5 Conclusions and Future Research
References
A Comparative Cost Analysis of Organizational Network Security Test Lab Setup on Cloud Versus Dedicated Virtual Machine
1 Introduction
2 Related Work
3 Methodology
3.1 Cloud-Based Testbed
3.2 Dedicated Machine VM-Based Testbed
4 Results
5 Future Work and Conclusions
References
Insights into the Black Box Machine Learning Models Through Explainability and Interpretability
1 Introduction
2 Related Work
3 Methodology
3.1 Feature Importance
3.2 Permutation Importance
3.3 Partial Dependence Plots
3.4 Individual Conditional Expectation (ICE) Plots
3.5 SHapley Additive ExPlanations (SHAP)
4 Results
5 Conclusion and Future Work
References
An Improved AODV Routing Algorithm for Detection of Wormhole and Sybil Attacks in MANET
1 Introduction
2 Literature Survey
3 Proposed Work
4 Conclusion
References
An Ensemble Model (Simple Average) for Malaria Cases in North India
1 Introduction
2 Materials and Methods
2.1 Dataset
2.2 Model Architecture
2.3 Models Applied
3 Results and Discussion
4 Conclusion
References
IoT-Based Smart City Management Using IAS
1 Introduction
2 Literature Review
2.1 Survey of Existing Methods
3 Proposed Algorithm
4 Research Methodology
5 Integrated System
6 Patient Monitoring
7 Result
8 Conclusion
References
Big Data Analytics and Machine Learning Approach for Smart Agriculture System Using Edge Computing
1 Introduction
2 Related Works
3 Big Data Analytics in Smart Knowledge-Based Agricultural System
3.1 Agricultural Environment Data Collection Layer
3.2 Edge Computing Layer
3.3 Big Data Analytics Layer
3.4 Application Layer
4 Machine Learning Approach for the Precision Agriculture
5 Performance Analysis
6 Conclusion and Future Work
References
Real-Time Object Detection System with Voice Feedback for the Blind People
1 Introduction
1.1 Deep Learning
1.2 Computer Vision
1.3 Object Detection
2 Previous Work
2.1 Problem and Weaknesses of Current System
2.2 Requirements of New System
3 Objective
3.1 Object Detection
3.2 Dataset
4 Proposed System
4.1 System Overview
4.2 Implementation
5 Experimental Results and Analysis
6 Conclusion
References
Bird Video Summarization Using Pre-trained CNN Model and Deep Learning
1 Introduction
1.1 Artificial Intelligence
1.2 Machine Learning
1.3 Deep Learning
1.4 Neural Networks
1.5 Convolutational Neural Network
2 Related Work
2.1 Audio Visual Video Summarization
2.2 Video Summarization by Learning Relationships Between Action and Scene
2.3 Soccer Video Summarization Using Deep Learning
2.4 Event-Based Large Scale Surveillance Video Summarization
3 Implementation
3.1 Methodology
3.2 Work Flow
4 Results
5 Conclusion
References
Generation of Seismic Fragility Curves for RC Highways Vulnerable to Earthquake-Induced Landslides Based on ICT
1 Introduction
2 Methodology
2.1 Limit State and Probability of Damage
2.2 Strong Motion Records and Rockfall Inventory
3 Results and Discussion
4 Conclusion
References
Influence of Student–Teacher Interrelationship on Academic Achievements: A Logit Model
1 Introduction
2 Materials and Methods
2.1 Study Design and Participants
2.2 Data Collection and Questionnaire Development
2.3 Statistical Analysis
3 Logistic Regression
4 Data Analysis
5 Conclusion
References
Smart Water Metering Implementation
1 Introduction
2 Literature Review
2.1 Smart Water Meter and Gateway Devices
2.2 Connection and Communication Mechanism
2.3 Data Storage
3 Proposed Framework for Smart Water Metering
3.1 Architecture
3.2 Modules
3.3 Use cases
4 Prototype Implementation
4.1 Water Meter
4.2 Gateway
4.3 Communication Protocol
4.4 Application
5 Future Work
6 Conclusion
References
Artificial Bee Colony Optimization-Based Load Balancing in Distributed Computing Systems—A Survey
1 Introduction
2 Load Balancing
3 Artificial Bee Colony Optimization
3.1 Phases of Artificial Bee Colony Optimization Algorithm
4 Recent Developments of ABC Optimization for Load Balancing
5 Conclusion
References
Distributed and Scalable Healthcare Data Storage Using Blockchain and KNN Classification
1 Introduction
2 Related Work
3 Proposed Model
3.1 Data Classification
3.2 Data Storing
4 Implementation
4.1 Data Storing
4.2 Data Classification
5 Results and Discussion
6 Conclusion
6.1 Limitations of the Study
References
A Sustainable Green Approach to the Virtualized Environment in Cloud Computing
1 Introduction
2 Key Necessity of Sustainable Cloud-Based Solutions
3 Green Cloud Services Methods
4 Energy Consumed into Large Data Centers
5 Initiatives Development using Sustainable Cloud Technology
6 Conclusion and Future Scope
References
Threats and Challenges of Artificial Intelligence in the Healthcare Industry
1 Introduction
2 Role of Artificial Intelligence in Healthcare Solutions
3 Threats and Challenges Faced by Artificial Intelligence in the Healthcare Industry
4 Scope and Future Implications of Artificial Intelligence in Healthcare Solutions
5 Conclusion
References
Exploiting Tacit Knowledge: A Review and Possible Research Directions
1 Introduction
2 Literature Review
3 Objectives of the Study
4 Methodology of the Study
5 Tacit Knowledge
6 Knowledge Creation Process
7 Knowledge Sharing
7.1 Methods of Knowledge Sharing
8 Tacit Knowledge in Industries
9 Challenges in Managing Tacit Knowledge
10 Research Directions
11 Conclusions
References
An Efficient Approach to Stamp Verification
1 Introduction
2 Related Works
3 Methodology
3.1 Segmentation
3.2 SVM Classification: Stamp/non-Stamp
3.3 SVM Classification: Genuine Stamp/forged Stamp
4 Experiments and Results
4.1 Dataset and Evaluation
4.2 Result
5 Conclusion and Future Works
References
Fragmented Central Affinity Approach for Reducing Ambiguities in Dataset
1 Introduction
2 Methodology
3 Algorithm
4 Dataset
5 Operation Procedure
6 Data Analysis
7 Discussion of Result
8 Conclusion
References
Author Index
Correction to: Human Activity Recognition Using LSTM with Feature Extraction Through CNN
Correction to: Chapter “Human Activity Recognition Using LSTM with Feature Extraction Through CNN” in: Y.-D. Zhang et al. (eds.), Smart Trends in Computing and Communications, Lecture Notes in Networks and Systems 396, https://doi.org/10.1007/978-981-16-9967-2_24