Intelligent Systems Design and Applications : Industrial Applications, Volume 6

• Autore: Abraham Ajith
• Pubblicazione: Cham : , : Springer, , 2024; ©2024
• Edizione: 1st ed.
• Descrizione fisica: 1 online resource (526 pages)
• Altri autori: BajajAnu HanneThomas SiarryPatrick MaKun
• Nota di contenuto: Intro -- Preface -- Organization -- Contents -- Optimizing Energy Consumption in Android Mobile Devices Based on User Recommendations -- 1 Introduction -- 2 Related Work -- 3 Method and Prototyping -- 3.1 Data Collect -- 3.2 Selection of Features for Analysis -- 3.3 Technical Details -- 3.4 Saving Time -- 3.5 Notifications and Feedback -- 4 Results and Discussions -- 4.1 Energy Consumption Analysis -- 5 Final Considerations -- References -- Identification and Analysis of Barriers for In-Service Pressure Vessel and Piping Inspection Using DEMATEL Approach -- 1 Introduction -- 2 Literature Review -- 3 Research Methodology -- 4 Application of Proposed Approach -- 5 Result and Discussions -- 6 Managerial Implications -- 7 Conclusions and Scope for Future Research -- Appendix A -- References -- Micro Expression Recognition - Contemporary Challenges, Options and Analysis -- 1 Introduction -- 2 MEs Recognition -- 3 Factors Affecting MEs Recognition -- 3.1 Emotional Context -- 3.2 Duration of Expression -- 3.3 Annotation Biasness -- 4 Methods of MEs Recognition -- 4.1 Facial Feature Extraction -- 4.2 Classification -- 4.3 Existing MEs Datasets -- 5 Challenges Occurs, Open Issues and Future Direction -- 5.1 Challenges -- 5.2 Open Issues -- 5.3 Future Directions -- References -- Traffic Signal Timing Optimization on Superstreet Using Ecology-Based Optimization -- 1 Introduction -- 2 Methodology -- 3 Numerical Example -- 4 Conclusion -- References -- IntelliFarmAssist - A Novel Machine Learning integrated Genetic Algorithm Based Optimal Crop Recommendation System -- 1 Introduction -- 2 Literature Survey -- 3 Proposed Work - Intelligence Assisted Crop Recommendation System -- 3.1 Proposed Methodology -- 3.2 Proposed Framework -- 3.3 Proposed GA Based Optimization Algorithm -- 4 Proposed GA Algorithm -- 5 Experimentation and Result Analysis. ; 6 Conclusion and Future Work -- References -- Real-Time ETL for Multimedia Sources: A Systematic Literature Review -- 1 Introduction -- 2 Planning the Review on Real-Time ETL for Multimedia Sources -- 2.1 Fixing Research Objectives -- 2.2 Identifying the Research Questions on Real-Time ETL for Multimedia Sources -- 3 Study Selected Related to Real-Time ETL -- 3.1 Electronic Sources and Search String -- 3.2 The Selection of Relevant Studies Related to Real-Time ETL -- 4 Data Extraction and Mapping of Relevant Studies -- 5 Data Synthesis and Overview of Selected Studies -- 6 Conclusion -- References -- Wastewater Monitoring and Control Using Cloud Based IoT System -- 1 Introduction -- 2 Literature Review -- 3 System for Monitoring and Controlling Wastewater Currently in Place -- 4 Existing System Components -- 5 Existing System Limitations -- 6 Proposed System -- 6.1 System Overview -- 6.2 System Architecture -- 6.3 Hardware Components -- 6.4 The Software Components -- 7 Conclusion -- References -- Multimodal Emotion Classification: Implications for Cognitive Science and Human Behaviour -- 1 Introduction -- 2 Related Work -- 3 MAHNOB-HCI Dataset -- 3.1 Data Modalities -- 4 Proposed Methodology -- 4.1 Data Preprocessing -- 4.2 Feature Extraction and Selection -- 4.3 Unimodal Classification -- 4.4 Multimodal Classification -- 5 Gender-Specific Analysis -- 6 Results and Discussions -- 7 Conclusion -- References -- Uniting Optimization and Deep Learning for Complex Problem Solving: A Comprehensive Review -- 1 Introduction -- 2 Literature Survey -- 3 Optimization Techniques -- 3.1 Particle Swarm Optimization (PSO) -- 3.2 Bat Algorithm (BA) -- 3.3 Cuckoo Algorithm (COA) -- 3.4 Whale Optimization Algorithm (WOA) -- 3.5 Firefly Algorithm (FA) -- 4 Conclusion -- References. ; Novel Predictive Machine Learning Approach for Identification of Microbial Niche and Microbial Communities from Omics Dataset of Kaveri River, Tamil-Nadu, India -- 1 Introduction -- 2 Methodology -- 2.1 Feature Selection -- 2.2 Microbial Community Classification -- 3 Experimental Results -- 4 Conclusion -- References -- A Review of Path Planning Algorithms -- 1 Introduction -- 2 Path Planning Approaches Classification -- 2.1 Classical Approaches -- 2.2 Heuristic Approaches -- 2.3 Metaheuristic Approaches -- 2.4 Machine Learning Approaches -- 2.5 Hybrid Approaches -- 3 Path Planning Approaches Challenges -- 4 Analytic Comparison -- 5 Conclusion -- References -- Application of WASPAS Method on Selecting Best Deemed University in India -- 1 Introduction -- 2 Literature Support -- 3 Research Methodology -- 4 Application - Selection of Best Deemed University -- 5 Results -- 5.1 Comparative Study -- 6 Conclusions -- References -- Valuation of Trash Management in Railway Compartment Using ENTROPY - A MCDM Method -- 1 Introduction -- 2 Literature Support -- 3 Research Methodology -- 4 Case Study - Trip from Chennai to Mangalore -- 5 Application of ENTROPY Method -- 6 Results and Discussions -- 7 Conclusion -- References -- Adaptive Windowing (ADWIN3) to Learning from Time-Changing Data Stream -- 1 Introduction -- 1.1 Adaptive Stream Mining Methodology -- 1.2 Time Change Predictors and Detectors -- 1.3 HoeffdingTrees (HT) Incremental Decision Trees -- 1.4 Adaptive Windowing Algorithm (ADWIN) -- 1.5 CVFDT -- 1.6 Hoeffding Adaptive Trees (HAT) -- 1.7 Early Drift Detection Method (EDDM) -- 2 Related Works -- 3 Proposed Method -- 3.1 ADWIN3 -- 4 Results and Discussion -- 5 Conclusion -- References -- Towards Enhancing Driver's Perceived Safety in Autonomous Driving: A Shield-Based Approach -- 1 Introduction -- 2 Background -- 2.1 Reinforcement Learning. ; 2.2 Shielding -- 3 Related Work -- 4 Personalized Perceived Safety Shielding -- 4.1 Autonomous Driving Module -- 4.2 Human Interaction Module -- 5 Evaluation -- 5.1 Experiment Setting -- 5.2 Experiment Result -- 5.3 Discussion -- 6 Conclusion and Future Work -- References -- A Uniplanar Asymmetric Circular Slotted Patch Antenna for 5.8 GHz Applications -- 1 Introduction -- 2 Uniplanar Asymmetric Circular Slotted Antenna-Design -- 3 Result Discussions on Uniplanar Asymmetric Circular Slotted Antenna -- 4 Conclusion -- References -- A Discrete Event Formalism for Fast Simulation of On-Demand Transportation Systems -- 1 Introduction -- 1.1 Related Work -- 1.2 Problem Statement -- 1.3 Contribution -- 2 System Theory -- 2.1 Intersections, Segments and Locations -- 2.2 Charging Stations, Demands and Vehicles -- 3 Discrete Events -- 3.1 Vehicle-Intersection Location Events -- 3.2 Vehicle-Charging Station Location Events -- 3.3 Vehicle-Demand Location Events -- 3.4 Vehicle-Vehicle Location Events -- 3.5 Demand Events -- 3.6 Speed Events -- 3.7 Battery Events -- 4 Conclusion -- References -- Algorithm for Boycotting Behavior for Fake Goods -- 1 Introduction -- 2 Method -- 2.1 Sample Size -- 2.2 Blinding -- 2.3 Datasets -- 2.4 Model Choice -- 3 Results -- 3.1 Regression -- 3.2 AIC -- 4 Conclusion -- References -- Assessing for Online Teaching Effectiveness Using VIKOR Method During Covid Pandemic Times -- 1 Introduction -- 2 Literature Support -- 3 Research Methodology -- 4 Survey - Deemed University Students in South India -- 5 Application of VIKOR Method -- 6 Results and Discussions -- 7 Conclusion -- References -- ChronoEdgeMiner: A Novel Algorithm for Extracting Frequent Temporal Graphs from Data -- 1 Introduction -- 2 Problem Definitions -- 3 ChronoEdgeMiner -- 4 Experiments -- 4.1 Experimental Setup -- 4.2 Analysis of ChronoEdgeMiner. ; 5 Conclusion and Future Work -- References -- A Survey on Educational Processes Based on Agile, BPM, and PM -- 1 Introduction -- 2 Methodology -- 3 Literature Review -- 3.1 Agility -- 3.2 BPM (Business Process Management) -- 3.3 Process Mining (PM) -- 4 Obtained Results for Educational Processes -- 4.1 The Educational Process -- 4.2 Overview of the Proposed Framework -- 5 Conclusion -- References -- Telecom Churn Movement Prediction Using Machine Learning -- 1 Introduction -- 2 Literature Review -- 3 Proposed Methodology -- 3.1 Data Collection and Preprocessing -- 3.2 Model Development -- 4 Results and Discussion -- 4.1 Parameters for Evaluation -- 4.2 Performance -- 5 Conclusion -- References -- Tracking Sigmoid Regression with Multicollinearity in Phase I: An Approach Incorporating Control Charts -- 1 Introduction -- 2 Sigmoid Regression Model-Based Control Charts -- 2.1 Multicollinearity -- 2.2 Principal Component -- 2.3 Iterative Re-Weighted Least Square Algorithm -- 2.4 Sigmoid Regression -- 3 Intended Control Charts -- 3.1 Control Chart Based on Ordinary Residuals, Deviance Residuals, and Pearson's Residuals -- 4 Illustration of the Application of the Control Chart in Phase I -- 5 Discussion and Findings -- References -- AR-Driven Smart Homes: Enhancing Automation and User Experience -- 1 Introduction -- 2 Related Works -- 2.1 AR-Based Smart Home Control -- 2.2 AR and IoT Integration -- 2.3 AR for Access Control and Security -- 2.4 AR and AI Synergy -- 2.5 Mixed Reality for IoT Control and Monitoring -- 3 Methodology -- 3.1 Contribution -- 3.2 Proposed Methodology -- 4 Results -- 4.1 Target Image and Virtual Button -- 4.2 IoT Setup -- 5 Conclusion and Inference -- 6 Future Works -- References -- Overview of Vehicular Resource Allocation: Review and Future Directions -- 1 Introduction -- 1.1 Related Surveys and Scope of the Paper. ; 1.2 Contributions.
• Titolo autorizzato: Intelligent Systems Design and Applications
• ISBN: 3-031-64850-1
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910878980603321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture Notes in Networks and Systems Series