Electronic systems and intelligent computing : proceedings of ESIC 2021 / / edited by Pradeep Kumar Mallick, [and three others]

• Pubblicazione: Singapore : , : Springer, , [2022]; ©2022
• Descrizione fisica: 1 online resource (776 pages)
• Disciplina: 060
• Soggetto topico: Artificial intelligence
• Persona (resp. second.): MallickPradeep Kumar
• Note generali: Description based upon print version of record.
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: Intro -- Committees -- Preface -- Contents -- About the Editors -- A Parallel Implementation of FastBit Radix Sort Using MPI and CUDA -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Sequential FastBit Radix Sort -- 3.2 Parallel FastBit Radix Sort Using MPI -- 3.3 Parallel FastBit Radix Sort Using MPI -- 3.4 Setup and Analysis -- 3.5 Results -- 4 Conclusion and Future scope -- References -- Performance Improvement of S-shaped for Wireless Communication -- 1 Introduction -- 2 S-shaped Antenna Geometry -- 3 Results and Discussion -- 4 Conclusion -- References -- Design of an Automated Stethoscope Using AI, IoT and Signal Processing -- 1 Introduction -- 2 Existing System -- 3 Proposed System -- 4 Design and Implementation -- 5 Result -- 6 Conclusion -- References -- Early Prediction of Cardiovascular Disease Using Machine Learning Algorithms -- 1 Introduction -- 2 Exploratory Study of Various Machine Learning Algorithms -- 2.1 Decision Trees -- 2.2 Support Vector Machine -- 2.3 Random Forest -- 2.4 Naive Bayes -- 2.5 Artificial Neural Network -- 2.6 K Nearest Neighbor -- 2.7 Logistic Regression -- 2.8 Gradient Boosting -- 2.9 Rough Set -- 3 Literature Survey -- 4 Comparative Analysis of Machine Learning Technique -- 5 Conclusion -- References -- A Decentralized Network to Support Funding with Ethereum Smart Contract -- 1 Introduction -- 2 Literature Survey -- 3 Methodology -- 3.1 Ethereum Smart Contract -- 3.2 Recent Contributions -- 3.3 Implementation Intuition -- 3.4 Campaign Topology -- 3.5 Configuration -- 3.6 Campaign Contract Algorithm -- 3.7 Test Cases and Outcomes -- 3.8 Result and Analysis -- 4 Discussion -- 5 Conclusion -- 6 Future Scope -- References -- A Convolutional Neural Network-Based Approach for Automatic Dog Breed Classification Using Modified-Xception Model -- 1 Introduction -- 2 Literature Review -- 3 Methodology. ; 3.1 Dataset Description -- 3.2 Data Pre-processing -- 3.3 Convolutional Neural Network (CNN) -- 3.4 Modified-Xception Model -- 3.5 Experimental Setup -- 4 Results and Discussions -- 5 Conclusion -- References -- Feature Extraction and Feature Sheet Preparation of Real-Time Fingerprints for Classification Application -- 1 Introduction -- 2 Feature Extraction -- 2.1 Feature Code Generation -- 2.2 Core Point Location -- 2.3 Tessellation -- 2.4 Filtering -- 2.5 Feature Vector -- 3 Statistical Analysis of the Dataset -- 4 Conclusion -- References -- Performance Analysis of Machine Learning and Soft Computing Techniques in Diagnosis of Behavioral Disorders -- 1 Introduction -- 2 Methodology -- 3 Review -- 3.1 Diagnosis Using ML and SC Techniques -- 4 Results -- 4.1 Clinical Decision Support for BDs -- 4.2 Datasets -- 5 Conclusion -- References -- A Systematic Review on Low-Resolution NILM: Datasets, Algorithms, and Challenges -- 1 Introduction -- 1.1 Smart Meter Rollout and Low-Resolution NILM -- 1.2 Fundamentals of NILM -- 1.3 NILM Framework -- 2 Data Acquisition and Low-Resolution Energy Datasets -- 3 Appliance Feature Detection and Extraction -- 3.1 Macroscopic Features -- 4 Energy Disaggregation Algorithms -- 4.1 Preprocessing -- 4.2 Post-processing -- 4.3 Machine Learning-Based Approach -- 4.4 Deep Learning Based -- 5 Performance Metrics -- 6 Discussion and Challenges -- 6.1 Performance Comparison -- 6.2 Multiple Features -- 6.3 Data Scarcity -- 6.4 Data from Three-Phase Appliances -- 6.5 Prospect of NILM -- 6.6 Indian Outlook Toward NILM -- 6.7 Conclusion -- References -- A Pragmatic Study on Management with Autocratic Approach and Consequential Impact on Profitability of the Organization -- 1 Introduction -- 2 Review of Literature -- 3 Problem Statement -- 4 Research Methodology -- 5 Data Collection Instruments -- 6 Data Collection Technique. ; 7 Hypothesis -- 8 Purpose of the Study -- 9 The Study's Importance and Scope -- 10 Data Analysis and Interpretations -- 11 Findings -- 12 Conclusion -- References -- Demystifying Effective E-learning Through Gamification -- 1 Introduction -- 2 Review of Literature -- 3 Objectives -- 4 Research Methodology -- 5 Data Analysis and Interpretation -- 5.1 Elements of Gamification -- 5.2 Motivation Leads to Gamification -- 6 Conclusions -- References -- Impact of Strategy-Related Competencies on the Performance of Highly Effective Employees: An Empirical Study of Telecom Companies of North India -- 1 Introduction -- 2 Review of Literature -- 3 Research Methodology -- 3.1 Objective of the Study -- 3.2 Hypotheses -- 3.3 Sample Size -- 4 Research Methods -- 5 Results and Discussions -- 6 Recommendations -- 7 Theoretical Contributions -- 8 Conclusion -- References -- Deep Learning-Based Rumor Detection on Social Media -- 1 Introduction -- 2 Background -- 2.1 Literature Study -- 2.2 Existing Features -- 3 Methodology -- 3.1 Overview -- 3.2 Logistic Regression -- 3.3 Decision Tree -- 3.4 Random Forest -- 3.5 Long Short-Term Memory Networks -- 3.6 Bi-directional Long Short-Term Memory Networks -- 3.7 Word Embedding Vectors -- 4 Experimental Setting -- 4.1 Data -- 5 Experimental Results and Analysis -- 6 Conclusion -- References -- Fake News Predictor: A Random Forest-Based Web Application for the Prediction of Fake News on Social Media -- 1 Introduction -- 2 Literature Review -- 3 Proposed Model -- 4 Experimental Results and Analysis -- 4.1 Dataset -- 4.2 Correlation Metrix of Our Data -- 4.3 Scores of Our Model -- 4.4 Score of KNN After Tuning -- 4.5 Hyperparameter Tuning of RF and LR -- 4.6 Classification Report -- 4.7 ROC Curve -- 5 Fake News Predictor Application -- 5.1 Interface and Input -- 5.2 Fake News Predictor App Automatic Updation of Dataset. ; 6 Conclusion -- References -- A New Single-Phase Asymmetrical Multilevel Inverter Topology with Reduced Switching Devices for Different Pulse Width Modulation Techniques -- 1 Introductions -- 2 Proposed Topology -- 3 Operating Modes of Proposed Topology -- 4 Pulse Width Modulation Techniques -- 4.1 Phase Disposition (PD) PWM Technique -- 4.2 Phase Opposition Disposition (POD) PWM Technique -- 4.3 Alternate Phase Opposition Disposition (APOD) PWM Technique -- 4.4 Carrier Overlapping (CO) Technique -- 5 Simulation Results -- 6 Conclusion -- References -- Study of Filters for Improving the Output of Cascaded Seven-Level Inverter -- 1 Introduction -- 2 Proposed Topology -- 3 PWM Techniques in the Proposed Topology -- 3.1 PDPWM -- 3.2 PODPWM -- 3.3 APODPWM -- 4 Passive Filter Circuit -- 5 Simulation Result -- 6 Conclusion -- References -- A Review on Cloud Computing Architecture -- 1 Introduction -- 2 Cloud Computing -- 2.1 Types of Cloud Computing -- 3 Types of Cloud Services -- 4 Cloud Computing Architecture -- 5 Cloud Computing Deployment Models -- 6 Technologies Used in Cloud Architecture -- 7 Conclusion -- References -- Self-Cleaning System for Solar Powered Home and Street Lights -- 1 Introduction -- 2 System Design -- 2.1 Mechanical Setup -- 3 Control System -- 4 Testing and Analysis -- 5 Conclusion -- References -- A Design of Fork-Shaped Wearable Printed Antenna for Wireless Applications -- 1 Introduction -- 2 Structure of Proposed Flexible Antenna -- 3 Result and Discussion -- 4 Applications -- 5 Future Scope -- 6 Conclusion -- References -- Component-Wise Scrutiny of Existing Rule-Based Punjabi Grammar System and Implication for Accuracy Determination -- 1 Introduction -- 2 Existing Punjabi Grammar -- 2.1 Pre-Processing Phase -- 2.2 Morphological Analyzer -- 2.3 POS Tagger -- 2.4 Phrase Chunker -- 3 Error Checker and Corrections. ; 4 Critical Analysis and Shortcomings -- 5 Proposed Framework for Punjabi Grammar Checker -- 6 Results and Discussions -- 7 Conclusion and Future Work -- References -- Role of Innovation in Education and Development -- 1 Introduction -- 2 What is Innovation in Education? -- 3 Learner-Centered Innovation for Educators -- 4 Demand-Driven Innovation Approach -- 5 Staying Informed Concerning Technological Change -- 6 Challenges, Opportunities, and Barriers -- 7 Advancement for Education for Development -- 8 Examples of Innovation in Education -- 9 Empowering Innovation in Schools -- 10 Conclusion -- References -- A Study of Smart Grid Application and Impact of Renewable Resources When Integrated with Smart Grid -- 1 Introduction -- 2 Smart Cities and Energy Applications -- 2.1 Smart Grid Benefits -- 3 Grid Integration of Renewable Energy Resources -- 4 Challenging Issues of Renewable Sources Within SG -- 5 Conclusion and Future Work -- References -- Validation of Adaptive Neuro-Fuzzy Technique for Performance Analysis of Induction Machine -- 1 Introduction -- 2 Analytical Approach of Induction Generator -- 3 Adaptive Neuro-Fuzzy Technique -- 4 Comparison of Results with Different Machines -- 5 Conclusion -- Appendix -- References -- Human Resource Practices and Employee Performance in Indian IT Industry: An Empirical Study of Selected IT Companies -- 1 Introduction -- 2 Review of Literature -- 3 Materials and Methods -- 4 Results -- 5 Discussion -- 6 Conclusion -- References -- Detection of Stress with Deep Learning and Health Parameters Monitoring Using Raspberry Pi -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 4 Work Done -- 4.1 Facial Expression Detection -- 4.2 Oxygen and Heart Rate Measurement: -- 4.3 BMI Measurement -- 5 Result and Conclusion -- References -- Energy-Efficient Automated Guided Vehicle for Warehouse Management System. ; 1 Introduction.
• Titolo autorizzato: Electronic systems and intelligent computing
• ISBN: 981-16-9488-5; 981-16-9487-7
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910743224103321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture Notes in Electrical Engineering