Cognitive informatics and soft computing : proceeding of CISC 2020 / / editors, Pradeep Kumar Mallick [and three others]

• Pubblicazione: Gateway East, Singapore : , : Springer, , [2021]; ©2021
• Descrizione fisica: 1 online resource (960 pages)
• Disciplina: 006.3
• Soggetto topico: Soft computing; Informàtica tova; Intel·ligència artificial
• Soggetto genere / forma: Congressos; Llibres electrònics
• Persona (resp. second.): MallickPradeep Kumar <1984->
• Note generali: Includes index.
• Nota di contenuto: Intro -- Editorial Board Members -- Preface -- Contents -- About the Editors -- A Hybrid Face Recognition Scheme in a Heterogenous and Cluttered Environment -- 1 Introduction -- 2 Related Work -- 3 Proposed Model -- 4 Dataset Descriptions -- 5 Result Analysis -- 6 Conclusion and Future Works -- References -- Smart Critical Patient Care System with Doctor and Bystander Support with Wireless Sensor Network Using IoT and Intelligent Recommender Algorithm -- 1 Introduction -- 1.1 Related Work -- 2 Problem Identification -- 3 Methodology -- 4 Result and Discussion -- 5 Conclusion and Future Work -- References -- IoT-Enabled Toxic Gas Detection and Alarming System Using Wireless Sensor Network with TAGDS Smart Algorithm -- 1 Introduction -- 1.1 Related Work -- 2 Problem Identification -- 3 Proposed Methodology -- 4 Results and Discussion -- 5 Conclusion -- References -- A Deep Neural Network Model for Effective Diagnosis of Melanoma Disorder -- 1 Introduction -- 2 Literature Survey -- 3 Proposed Methodology -- 4 Results and Discussion -- 5 Conclusion and Future Scope -- References -- Sentiment Analysis and Evaluation of Movie Reviews Using Classifiers -- 1 Introduction -- 2 Literature Review -- 3 Proposed Model -- 4 Result Analysis -- 5 Conclusion -- References -- Risk Factors Analysis for Real Estate Price Prediction Using Regression Approach -- 1 Introduction -- 2 Related Work -- 3 Proposed Work -- 4 Result and Analysis -- 4.1 Implementation of Multiple Regression -- 4.2 Implementation of Stepwise Regression -- 4.3 Implementation of Support Vector Regression -- 5 Parameter for Performance Analysis -- 6 Conclusion -- References -- A Support Vector Machine Approach for Effective Bicycle Sharing in Urban Zones -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Dataset -- 3.2 Data Pre-processing -- 4 Proposed Prediction Model. ; 5 Conclusion and Future Work -- References -- Biosensor for Stress Detection Using Machine Learning -- 1 Introduction -- 1.1 Brief About Biosensors -- 1.2 Objectives of the Study -- 1.3 Applications of Biosensors and Types of Biosensors -- 1.4 Advantages and Disadvantages of Biosensors -- 2 Stress Detection Using Biosensors and Other Applications: Literature Review -- 2.1 Stress Detection: Aspects and Its Use -- 2.2 Related Work and Case Studies About Stress Detection Using Biosensors -- 3 Machine Learning Model Used in Biosensor Design -- 3.1 Data Pre-processing -- 3.2 Feature Extraction and Dimension Reduction -- 3.3 Feature Subset Selection -- 4 Various Challenges of Using ML in Biosensor Design -- 5 Conclusion and Future Work -- References -- An Accurate Automatic Traffic Signal Detector Using CNN Model -- 1 Introduction -- 2 Literature Survey -- 3 Dataset Description -- 4 Proposed Work/model with Description -- 4.1 Preparing the Training Dataset -- 4.2 Proposed Machine Learning Model -- 5 Result and Analysis -- 6 Conclusion -- References -- Classification of Arrhythmia Through Heart Rate Variability Using Logistic Regression -- 1 Introduction -- 2 Materials and Methods -- 2.1 ECG Database -- 2.2 Plotting -- 2.3 Preprocessing -- 2.4 Thresholding -- 2.5 Peak Points Detection in Ecg Signal -- 2.6 Feature Extraction -- 2.7 HRV Analysis -- 3 Classification -- 4 Conclusion -- References -- U-INS: An Android-Based Navigation System -- 1 Introduction -- 2 Related Works -- 3 Proposed System -- 4 Result and Discussion -- 5 Conclusion and Future Work -- References -- LSTM-Based Cardiovascular Disease Detection Using ECG Signal -- 1 Introduction -- 2 Research Gap, Motivation and Objectives -- 2.1 Research Gap -- 2.2 Motivation -- 2.3 Objective -- 2.4 Organization -- 3 Source and Details of the Data -- 4 Development of the Proposed LSTM Detection Method. ; 5 Simulation-Based Experimental Results and Discussion -- 6 Conclusion -- References -- Network Intrusion Detection Using Genetic Algorithm and Predictive Rule Mining -- 1 Introduction -- 2 Related Work -- 3 Intrusion Detection System -- 3.1 Drawbacks of the Existing System -- 4 Proposed Work: IDS Using Genetic Algorithm and Predictive Rule Mining -- 4.1 NSL-KDD Dataset -- 4.2 Feature Selection and Predictive Rule Mining -- 4.3 Data Representation -- 4.4 Evaluation Function -- 4.5 Genetic Operators -- 5 Implementation and Testing -- 6 Results and Discussion -- 6.1 Comparative Analysis -- 7 Conclusion and Future Work -- References -- A Comparison of Different Methodologies for Predicting Forest Fires -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 4 Comparison of Results -- 5 Conclusion and Future Scope -- References -- Isolated Converters as LED Drivers -- 1 Introduction -- 2 Literature Survey -- 3 Specifications of LED Down Light -- 4 Mathematical Modeling of Flyback Converter -- 4.1 Calculation of Inductance and Capacitance -- 5 Closed Loop Operation -- 6 Mathematical Modeling of Forward Converter -- 6.1 Calculation of Inductance and Capacitance -- 7 Closed Loop Operation of Forward Converter -- 8 Results and Conclusion -- 9 Recommendation for Further Research -- References -- Fractional Order Elliptic Filter Implemented Using Optimization Technique -- 1 Introduction -- 1.1 Literature Review -- 1.2 The Objective of the Proposed Work -- 2 Optimization of Proposed Filter -- 3 Sensitivity and Stability Analysis -- 4 Simulink Simulations -- 5 Comparative Analysis -- 6 Analog Realization of Proposed Filter -- 7 Conclusion -- References -- Energy-Efficient MPLS-MANET Using Ant Colony Optimization and Harmony Search Algorithm -- 1 Introduction -- 2 Literature Review -- 3 Multi-Protocol Local Switching -- 4 ACO-HSA Methodology. ; 4.1 Deployment of Routers -- 4.2 Optimal Paths Selection Using Ant Colony Optimization -- 4.3 Path Optimization Using Harmony Search Algorithm -- 4.4 Derivation of Fitness Function -- 5 Results and Discussion -- 5.1 Performance Analysis -- 5.2 Comparative Analysis -- 6 Conclusion -- References -- Performance Evaluation of Novel Feature Selection Method for Classification of Diabetic Drugs Based on Twitter Data Using SVM Algorithm -- 1 Introduction -- 2 Related Works -- 3 Feature Selection: An Overview -- 3.1 Genetic Algorithm (GA) -- 3.2 Particle Swarm Optimization (PSO) -- 3.3 Glowworm Swarm Optimization (GSO) Algorithm -- 4 Classification: SVM -- 5 Results and Discussions -- 5.1 Dataset -- 5.2 Experiments and Results -- 5.3 Evaluation Accuracy -- 5.4 Time Analysis -- 5.5 Summary of Related Articles with Social Media, Feature Selection and Classification Algorithm -- 6 Conclusion -- References -- Enhancing Periodic Storage Performance in IoT-Based Waste Management -- 1 Introduction -- 2 Related Works -- 3 Methodology and Materials -- 3.1 Block Diagram -- 3.2 Hardware Components -- 3.3 Software Tools -- 3.4 Interface -- 3.5 K-Means -- 3.6 Optimizing Periodic Clean-Ups and Dustbin Placement -- 4 Results and Analysis -- 4.1 Standard Deviation -- 4.2 Range -- 4.3 Levels of Result -- 5 Conclusion -- References -- Oil Spill Detection and Confrontation Using Instance Segmentation and Swarm Intelligence -- 1 Introduction -- 1.1 Preface -- 1.2 Problem Definition -- 2 Literature Survey -- 3 Methodology -- 3.1 Design -- 3.2 Implementation -- 3.3 Specifications -- 3.4 Working -- 4 Results -- 5 Conclusion -- References -- Impact of a Parameter Selection Using eARIMA and Ensemble by SKMC in Time Series Data Analysis -- 1 Introduction -- 2 Literature Review -- 3 Time Series Analysis -- 4 Methodology -- 4.1 eARIMA Weightage Index. ; 4.2 Segment K-Means Cluster Algorithm -- 5 Result and Discussion -- 6 Conclusion -- References -- Secure Transfer of Images Using Pixel-Level and Bit-Level Permutation Based on Knight Tour Path Scan Pattern and Henon Map -- 1 Introduction -- 2 Related Work -- 2.1 Knight Tour Path -- 2.2 Mutation Rule -- 2.3 Henon Map -- 2.4 Tent Map -- 2.5 Knight Travel Path Based Pixel Permutation -- 3 Proposed Method -- 4 Performance Analysis of Proposed Scheme -- 5 Discussion -- 6 Conclusion -- References -- Performance Analysis of Irregular Shaped MEMS Switch with Gold and Aluminum as Composite Cantilever Beam Material -- 1 Introduction -- 2 Switch Design and Description -- 3 Simulation Results -- 3.1 Effect of Varying Irregular Shaped Cantilever Thickness on the Pull-in Voltage -- 3.2 Effect of Varying Cantilever Length Between the Upper Cantilever and Bottom Electrode on the Pull-in Voltage -- 3.3 Effect of Varying Airgap on the Pull-in Voltage -- 3.4 Effect of Perforations on Pull-in Voltage -- 4 Conclusion -- References -- Gesture-Controlled System Using Convolutional Neural Network -- 1 Introduction -- 2 Literature Survey -- 3 System Model -- 3.1 Methodology -- 3.2 Flowchart -- 3.3 Proposed Work -- 4 Applications -- 5 Results and Discussion -- 6 Conclusion -- References -- A Survey on Security and Safety in Vehicular Ad hoc Networks (VANETs) Cloud -- 1 Introduction -- 2 VANET Cloud Architecture -- 3 Application of VANET Cloud -- 4 Issues in VANET Cloud -- 4.1 Architecture Creation of VANET Cloud -- 4.2 Issues in Privacy and Security of VANET Cloud -- 4.3 Issues in Policy and Operational Management -- 5 Security Challenges in VANET Cloud -- 6 Safety Challenges in VANET Cloud -- 7 Discussion -- 8 Conclusion -- References -- Overview and Analysis of RPL Protocol Objective Functions -- 1 Introduction -- 2 Related Works -- 3 An Overview of RPL. ; 3.1 Control Messages.
• Titolo autorizzato: Cognitive Informatics and Soft Computing
• ISBN: 981-16-1056-8
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910488701903321
• Lo trovi qui: Univ. Federico II
• Serie: Advances in intelligent systems and computing ; ; Volume 1317.