Recent Trends in Communication and Intelligent Systems : Proceedings of ICRTCIS 2023

• Autore: Pundir Aditya Kumar Singh
• Pubblicazione: Singapore : , : Springer Singapore Pte. Limited, , 2023; ©2023
• Edizione: 1st ed.
• Descrizione fisica: 1 online resource (268 pages)
• Altri autori: YadavAnupam DasSwagatam
• Nota di contenuto: Intro -- Conference Program Committee -- Preface -- Contents -- Performance Analysis of UAV Routing Protocol Based on Mobility Models -- 1 Introduction -- 2 Mobility Model and Routing Protocol -- 3 Methodology and Experimental Evaluation -- 4 Results and Discussions -- 5 Conclusion and Future Enhancements -- References -- Evaluation of Lubricant Film Thickness in Helical Gear on Contact Line at Critical Points by Using Elastohydrodynamic Model and It's Comparison with Kisssoft Result -- 1 Introduction -- 1.1 Contact Zone -- 1.2 Determination of Important Point of Contact Line -- 1.3 Contact Geometry -- 1.4 Literature Review -- 1.5 Problem Definition -- 1.6 Software Packages in Use -- 1.7 Elastohydrodynamic Lubrication (EHL) Model Development -- 1.8 Surface Elastic Deflection-Evaluation -- 1.9 Formation of Deformation Equation -- 1.10 Results and Discussions -- 1.11 Conclusion and Future Scope -- References -- ABC Algorithm for Evaluating the Performance of the SVC and Optimal Power Flow -- 1 Introduction -- 2 The Formulation of the OPF's Problems -- 3 The Artificial Bee Colony Algorithm Description -- 4 Test Results -- 5 Conclusions -- References -- ELPDI: A Novel Ensemble Learning Approach for Pulmonary Disease Identification -- 1 Introduction -- 2 Related Works -- 2.1 VGG-16 -- 2.2 Inception-V4 -- 2.3 ResNet-50 -- 3 Ensemble Learning for Identification of Pulmonary Disease -- 3.1 Converting Audio Files into Spectrograms -- 3.2 Classification of Generated Spectrograms -- 4 Results -- 4.1 Dataset Description -- 5 Conclusion -- References -- JAYA-Based Task Scheduling Algorithm in Fog-Cloud Environment -- 1 Introduction -- 2 Related Work -- 2.1 JAYA -- 3 Task Scheduling Using I-JAYA -- 3.1 I-JAYA Algorithm -- 4 Performance Evaluation -- 4.1 Simulation Study -- 5 Conclusion and Future Work -- References. ; BLOCK-FEMF: Efficient Forensic Evidence Management Framework Using Blockchain Technology -- 1 Introduction -- 2 Related Work -- 3 Proposed Methodology -- 4 Implementation -- 4.1 Adding Users to the Blockchain Network -- 4.2 Transfer Ownership -- 4.3 Adding Evidence to the Case -- 4.4 Retrieving of Evidence from Case File -- 5 Results and Discussions -- 5.1 Gas Value Consumption -- 5.2 Time Consumption -- 5.3 Comparative Study Analysis -- 6 Conclusion -- References -- Bacterial Spot Classification in Bell Pepper Plants Based on Convolutional Neural Network Architecture -- 1 Introduction -- 2 Literature Review -- 3 Transfer Learning -- 4 Google Net and ResNet Architecture -- 4.1 Google Net -- 4.2 ResNet -- 5 Methodology of the Work -- 5.1 Aim of the Project -- 5.2 Procedure of the Work -- 5.3 Result Generated -- 6 Conclusion -- References -- Prediction of Bone Mineral Density Using AI to Detect Osteoporosis -- 1 Introduction -- 2 Methodology for Collection of Data -- 2.1 Data Description -- 2.2 Machine Learning Algorithms -- 2.3 Tableau -- 3 Result -- 4 Conclusions -- References -- On the Depth of Convolutional Neural Networks for Image Classification Problems -- 1 Introduction -- 2 Related Works and Motivation -- 3 Network Models -- 3.1 Depth Level 1 (Model 1) -- 3.2 Depth Level 2 (Model 2) -- 3.3 Depth Level 3 (Model 3) -- 3.4 Depth Level 4 (Model 4) -- 4 Experiments and Observation -- 4.1 Datasets Description -- 4.2 Prediction Performance -- 4.3 Comparative Study and Discussion -- 5 Conclusion -- References -- A Modified Tilt Integral Derivative (MTID) Controller Design Using Direct Synthesis Approach -- 1 Introduction -- 1.1 DOF Control Schemes -- 1.2 DOF Control Schemes on Fractional Order Framework -- 2 Methodology -- 2.1 Direct Synthesis Method -- 2.2 Controller Design for Processes 1 -- 2.3 Controller Design for Processes 2. ; 2.4 Controller Structure -- 2.5 Selection of Controller Parameter αcl -- 3 Results and Discussions -- 3.1 Case Study-1 -- 3.2 Case Study-2 -- 4 Conclusions -- References -- A Novel Modified Semicircular Patch Antenna for Next Generation Communication -- 1 Introduction -- 2 Antenna Design -- 3 Results and Discussions -- 4 Comparison Between Previously Designed Antennas and Proposed Antenna -- 5 Conclusion -- References -- Panoptic Driving Perception Using Deep Learning Techniques -- 1 Introduction -- 2 Literature Survey -- 3 Proposed Methodology -- 3.1 Encoder -- 3.2 Decoders -- 3.3 Loss Function -- 3.4 Distance Computation -- 3.5 Experimental Setup -- 4 Results -- 4.1 Lane and Line Detection -- 5 Conclusion -- References -- Schistosomiasis Prevention Undermined by Water Point Forecasting: An Approach Based on Data Fusion Model -- 1 Introduction -- 2 Background on Evidence Theory -- 2.1 Modeling -- 2.2 Estimation -- 2.3 Combination -- 2.4 Decision -- 3 Proposed Data Fusion Architecture -- 4 Implementation of Evidence Theory -- 4.1 Mass Modeling and Estimation -- 4.2 Combination of Mass Functions -- 5 Evaluation -- 5.1 Experimental Setup -- 6 Results -- 6.1 Infestation States Observed for Each Scenario -- 6.2 Overall Performance of the FuMalMMO Model -- 7 Conclusion -- References -- A Comparative Study of Classification Algorithms for the Prediction of Communication Effectiveness -- 1 Introduction -- 2 Related Works -- 3 Proposed Model -- 4 Results and Discussion -- 5 Conclusion and Future Work -- References -- A Dynamic Threshold-Based Cognitive Radio Energy Detection Algorithm for Multi-carrier Waveforms -- 1 Introduction -- 2 System Model -- 3 Simulation Results -- 4 Conclusion -- References -- Comparison of Different Alphabetically Shaped Microstrip Patch Antennas in the S-Band Using HFSS -- 1 Introduction -- 2 Proposed Antenna Designs. ; 2.1 E-Shaped Antenna -- 2.2 H Shaped Antenna -- 2.3 U Shaped Antenna -- 3 Simulation Results -- 3.1 E Shaped Antenna -- 3.2 H Shaped Antenna -- 3.3 U Shaped Antenna -- 4 Conclusion -- References -- Using MNIST Dataset for De-Pois Attack and Defence -- 1 Introduction -- 2 Literature Review -- 3 Business and Data Understanding -- 4 Data Preparation and Data Modelling -- 5 Deployment, Analysis and Results -- References -- Direction Detection of Select Stocks with Machine Learning -- 1 Introduction -- 2 Literature Review -- 2.1 Fundamental and Technical Analysis -- 2.2 Algorithmic Trading -- 2.3 Supervised and Unsupervised Learning -- 2.4 Classification Machine Learning Techniques -- 2.5 Confusion Matrix for Classification Models -- 3 Methodology -- 3.1 Data Collection -- 3.2 Data Exploration -- 3.3 Data Pre-processing -- 3.4 Data Modeling -- 4 Implementation and Results -- 4.1 Model Evaluation Using Logistic Regression Classifier for Go Long Direction Prediction -- 4.2 Model Evaluation Using Random Forest Classifier for Go Long Direction Prediction -- 4.3 Model Evaluation Using Extreme Gradient Boost Classifier for Go Long Direction Prediction -- 4.4 Direction Detection and Go Long Direction Prediction Using the Best Classifier Model -- 4.5 Utility from the Business Perspectives -- 4.6 Risk Adjusted Returns -- 5 Conclusion and Future Scope -- References -- Prediction of Fatal Accidents in the Petrochemical Industry with Machine Learning -- 1 Introduction -- 2 Literature Review -- 3 Material and Methods -- 4 Proposed Model -- 5 Data Understanding -- 5.1 Incident Proportion by Employment Type -- 5.2 Incident Proportion by Incident Type -- 5.3 Incident Proportion by Month -- 5.4 Incident Proportion by Gender -- 5.5 Incident Proportion by Causing Effect -- 5.6 Incident Proportion by Plant -- 5.7 Incident Proportion by Location. ; 5.8 Incident Proportion by Injury Illness Type -- 6 Implementation -- 6.1 Structured Data -- 6.2 Combined Data -- 7 Conclusion -- References -- Author Index.
• Titolo autorizzato: Recent Trends in Communication and Intelligent Systems
• ISBN: 981-9957-92-3
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910755082703321
• Lo trovi qui: Univ. Federico II
• Serie: Algorithms for Intelligent Systems Series