LEADER 11049nam 2200517 450 001 996464436303316 005 20231110231822.0 010 $a3-030-88244-6 035 $a(CKB)4950000000280563 035 $a(MiAaPQ)EBC6788033 035 $a(Au-PeEL)EBL6788033 035 $a(OCoLC)1281978358 035 $a(PPN)258297530 035 $a(EXLCZ)994950000000280563 100 $a20220713d2021 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAdvances in computing and data sciences $e5th international conference, ICACDS 2021, Nashik, India, April 23-24, 2021, revised selected papers, part II /$fMayank Singh [and five others] 210 1$aCham, Switzerland :$cSpringer,$d[2021] 210 4$d©2021 215 $a1 online resource (447 pages) 225 1 $aCommunications in Computer and Information Science ;$vv.1441 311 $a3-030-88243-8 327 $aIntro -- Preface -- Organization -- Contents - Part II -- Contents - Part I -- Predicting Seasonal Vaccines and H1N1 Vaccines Using Machine Learning Techniques -- 1 Introduction -- 2 Literature Survey -- 3 Data Analysis -- 3.1 Dataset -- 3.2 Data Cleaning and Pre-processing -- 3.3 Data Visualization -- 4 Training and Testing the Model -- 5 Methodologies -- 5.1 Method 1 - OneVsRest -- 5.2 Gradient Boosting -- 6 Results and Evaluation -- 7 Conclusion -- References -- Handling Class Imbalance in Electroencephalography Data Using Synthetic Minority Oversampling Technique -- 1 Introduction -- 2 Dataset Information and Preprocessing -- 3 Epileptic Seizure State Recognition Model -- 3.1 Synthetic Minority Oversampling Technique (SMOTE) -- 3.2 Random Forest Classifier -- 4 Performance Evaluation Parameters -- 5 Results and Discussion -- 6 Conclusion and Future Work -- References -- Dissemination of Firm's Market Information: Application of Kermack-Mckendrick SIR Model -- 1 Introduction -- 2 Related Work -- 2.1 The Kermack-Mckendrick SIR Model -- 3 Methodology -- 3.1 Product Information Dissemination Model -- 3.2 State Changes in Product Information Transmission -- 4 Experiments -- 4.1 For Eqs.1, 2 and 3 -- 4.2 For Eqs.11, 12 and 13 -- 5 Conclusion and Future Work -- References -- Improving Image-Based Dialog by Reducing Modality Biases -- 1 Introduction -- 2 Literature Survey -- 3 Methodology -- 3.1 System Workflow -- 3.2 Dataset Used -- 3.3 Feature Extraction and Dense Caption Generation -- 3.4 Attention Mechanism -- 3.5 Network Architecture -- 4 Experimentation and Results -- 5 Conclusion and Future Scope -- References -- Dependency Parser for Hindi Using Integer Linear Programming -- 1 Introduction -- 2 Literature Survey -- 3 Paninian Grammar -- 3.1 Karaka Relations -- 4 Methodology -- 5 Results and Discussions -- 6 Conclusion and Future Scope. 327 $aReferences -- Medical Records Management Using Distributed Ledger and Storage -- 1 Introduction -- 2 Related Works -- 3 Proposed Solution -- 3.1 System Architecture -- 3.2 Usecases -- 4 Conclusion and Future Work -- References -- Detection of Depression and Suicidal Ideation on Social Media: An Intrinsic Review -- 1 Introduction -- 2 Datasource and Dataset Characteristics -- 3 Methodology/Assessment Criteria for Modeling -- 3.1 Preprocessing -- 3.2 Feature Extraction -- 3.3 Topic Modeling -- 3.4 Model Approaches -- 4 Discussion -- 5 Conclusion -- 6 Future Work -- References -- Frequency Based Feature Extraction Technique for Text Documents in Tamil Language -- 1 Introduction -- 1.1 Feature Extraction and Feature Selection -- 2 Literature Survey -- 3 Feature Extraction Techniques -- 4 Frequency-Based Feature Extraction Architecture -- 5 Results and Discussion -- 6 Conclusion -- References -- An Approach of Devanagari License Plate Detection and Recognition Using Deep Learning -- 1 Introduction -- 1.1 Nepali License Plate (NLP) -- 2 Related Works -- 3 Proposed Method -- 3.1 Detection and Localization -- 3.2 Image Processing and Segmentation of LP Characters -- 3.3 Feature Extraction and Character Training -- 4 Experiments and Results -- 4.1 Dataset -- 4.2 LP Detection, Localization and Segmentation Results -- 4.3 Character Prediction Results -- 5 Conclusion -- References -- COMBINE: A Pipeline for SQL Generation from Natural Language -- 1 Introduction -- 2 Related Work -- 3 Text-To-SQL Task -- 3.1 Task Definition -- 3.2 DataSet -- 4 COMBINE: Our Pipeline for SQL Generation -- 4.1 Ensemble Learning (EL) -- 4.2 COMBINE: Description and Architecture -- 5 Evaluation and Results -- 5.1 Evaluation Metrics -- 5.2 Results -- 6 Conclusion -- References -- Recognition of Isolated Gestures for Indian Sign Language Using Transfer Learning -- 1 Introduction. 327 $a2 Previous Work -- 3 Methodology -- 3.1 Dataset -- 3.2 Our Approach -- 4 Experiments and Results -- 4.1 Experiment on MNIST Sign Language Dataset -- 4.2 Experiment on IIITA Static Sign Language Dataset -- 5 Conclusion and Future Work -- References -- A Study of Five Models Based on Non-clinical Data for the Prediction of Diabetes Onset in Medically Under-Served Populations -- 1 Introduction -- 2 Literature Survey -- 3 Methodology -- 3.1 Dataset Description -- 4 Model Analysis and Result Comparison -- 5 Conclusion -- References -- Representation and Visualization of Students' Progress Data Through Learning Dashboard -- 1 Introduction -- 1.1 Problem Identification -- 1.2 Research Gap and Objective -- 2 Literature Review and Theoretical Backgrounds -- 3 Research Study Design -- 4 Procedures -- 4.1 Data Input: The Input to the Tool Is -- 4.2 Data Cleaning and Preprocessing -- 5 Results and Findings -- 6 Conclusion and Future Work -- References -- Denoising of Computed Tomography Images for Improved Performance of Medical Devices in Biomedical Engineering -- 1 Introduction -- 1.1 Common Noises -- 2 Filters Used for Denoising -- 2.1 Mean Filter -- 2.2 Block Matching and 3D (BM3D) Filter -- 2.3 Anisotropic Diffusion Filter -- 2.4 Median Filter -- 2.5 Wiener Filter -- 2.6 Non Local Means (NLM) Filter -- 2.7 Gaussian Filter -- 2.8 Wavelet Filter -- 2.9 Total Variation Filter -- 2.10 Bilateral Filter -- 3 Literature Review -- 4 Materials -- 4.1 Dataset Description -- 4.2 Experimental Setup -- 5 Methodology -- 6 Results and Discussions -- 6.1 Denoising Performance Metrics -- 6.2 Performance Analysis -- 7 Conclusion and Future Scope -- References -- Image Dehazing Through Dark Channel Prior and Color Attenuation Prior -- 1 Introduction -- 2 Related Works -- 3 Proposed Methods -- 3.1 Color Attenuation Prior -- 3.2 Dark Channel Prior -- 3.3 Synthetic Fog. 327 $a4 Implementation -- 4.1 Dark Channel Prior -- 4.2 Color Attenuation Prior -- 5 Results and Discussion -- 6 Conclusion -- References -- Predicting the Death of Road Accidents in Bangladesh Using Machine Learning Algorithms -- 1 Introduction -- 2 Literature Review -- 3 Proposed Methodology -- 3.1 Data Collection -- 3.2 Data Pre-processing -- 3.3 Classification Rules Based Machine Learning Algorithms -- 4 Dataset Discussion and Result Analysis -- 4.1 Dataset Discussion -- 4.2 Result Analysis -- 5 Conclusions and Recommendations -- 5.1 Findings and Contributions -- 5.2 Limitations -- 5.3 Recommendations for Future Work -- References -- Numerical Computation of Finite Quaternion Mellin Transform Using a New Algorithm -- 1 Introduction -- 2 Literature Review -- 3 Preliminaries -- 3.1 Hat Functions -- 4 Method of Evaluation -- 4.1 Program Code -- 5 Numerical Illustrations -- 6 Conclusion -- References -- Predictive Modeling of Tandem Silicon Solar Cell for Calculating Efficiency -- 1 Introduction -- 2 Literature Review -- 3 Research Methodology -- 4 Artificial Neural Network Modeling of Tandem Silicon Solar Cell -- 5 Performance of System at Diverse Numbers of Hidden Neurons -- 6 Conclusion -- References -- Text Summarization of an Article Extracted from Wikipedia Using NLTK Library -- 1 Introduction -- 2 Literature Review -- 3 Need of Text Summarization -- 4 Methods of Text Summarization -- 5 Benefits of Text Summarization -- 6 Applications of Text Summarization -- 7 Research Methodology -- 8 Design and Development of System -- 9 Result Analyses -- 10 Conclusion -- References -- Grapheme to Phoneme Mapping for Tamil Language -- 1 Introduction -- 2 Related Works -- 3 Graphemes and Phonemes -- 4 Deep Learning-Based g2p System -- 4.1 Methodology -- 4.2 Dataset -- 4.3 Data Pre-processing -- 4.4 RNN -- 4.5 Training -- 4.6 Inference -- 5 Experiments -- 6 Results. 327 $a6.1 g2p System Analysis -- 6.2 Performance of LSTM and BiLSTM -- 6.3 Graphical Illustration -- 7 Conclusion -- References -- Comparative Study of Physiological Signals from Empatica E4 Wristband for Stress Classification -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Data Collection -- 3.2 Data Processing -- 4 Experimentation -- 5 Results -- 6 Discussion -- 7 Conclusion and Future Work -- References -- An E-Commerce Prototype for Predicting the Product Return Phenomenon Using Optimization and Regression Techniques -- 1 Introduction -- 2 Literature Review and Real-Time Surveys on Returns in e-Commerce -- 3 Empirical Research -- 3.1 Quantitative Operational Process -- 3.2 Understanding the Data -- 3.3 Variables Used in Optimizing Results -- 4 Hybrid Metaheuristic Based Regression Approach (HMRA) -- 5 Experimental Illustration -- 5.1 Manufacturer Return Percentage (?manufreturn) -- 5.2 Feedback Review Percentage (?prodfeedback) -- 5.3 Final Return Prediction Percentage of Any Product (?tpf) -- 6 Conclusion and Future Work -- References -- Crop Yield Prediction for India Using Regression Algorithms -- 1 Introduction -- 2 Literature Review -- 3 Datasets Used -- 4 Proposed Model -- 4.1 Stage I: Data Pre-processing -- 4.2 Stage II: Model Comparison -- 4.3 Stage III: Optimized Yield Prediction -- 5 Result Analysis -- 6 Comparative Analysis -- 7 Conclusion -- References -- A Novel Framework for Multimodal Twitter Sentiment Analysis Using Feature Learning -- 1 Introduction -- 1.1 Contribution -- 2 Literature Review -- 3 Proposed Work -- 3.1 Data Collection -- 3.2 Image Module -- 3.3 Text Module -- 3.4 Multimodal Module and Aggregate Module -- 4 Evaluation Results -- 5 Conclusion -- References -- An Iterative Approach Based Reversible Data Hiding with Weight Update for Dual Stego Images -- 1 Introduction -- 2 The Proposed Algorithm. 327 $a2.1 Proposed Embedding Scheme. 410 0$aCommunications in Computer and Information Science 606 $aComputer security$vCongresses 606 $aComputer security 615 0$aComputer security 615 0$aComputer security. 676 $a005.8 700 $aSingh$b Mayank$0908770 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996464436303316 996 $aAdvances in computing and data sciences$92899858 997 $aUNISA LEADER 08970nam 22007335 450 001 9910766897103321 005 20250808083517.0 010 $a9783031420412 010 $a3031420411 024 7 $a10.1007/978-3-031-42041-2 035 $a(MiAaPQ)EBC30965593 035 $a(Au-PeEL)EBL30965593 035 $a(OCoLC)1410592697 035 $a(DE-He213)978-3-031-42041-2 035 $a(CKB)29026795400041 035 $a(EXLCZ)9929026795400041 100 $a20231122d2024 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aNovel Techniques in Maintenance, Repair, and Overhaul $eProceedings of the International Symposium on Aviation Technology, MRO, and Operations 2022 /$fedited by T. Hikmet Karakoc, Ivan A. Kosti?, Aleksandar Grbovi?, Jelena Svorcan, Alper Dalkiran, Ali Haydar Ercan, Ognjen M. Pekovi? 205 $a1st ed. 2024. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2024. 215 $a1 online resource (447 pages) 225 1 $aSustainable Aviation,$x2730-7786 311 08$aPrint version: Karakoc, T. Hikmet Novel Techniques in Maintenance, Repair, and Overhaul Cham : Springer,c2023 327 $aChapter 1. Influence of Thickness Ratio on the Aerodynamic Characteristics of a Family of Hybrid Semielliptical Dolphin Airfoils -- Chapter 2. The Effect of T6 Heat Treatment on AlSi12 Alloy -- Chapter 3. Outline the Possible Application of Artificial Intelligence in the Aircraft MRO Process Development -- Chapter 4. A Computational Study of the Heat Transfer Coefficient for Lithium-Ion Battery Temperature -- Chapter 5. Wind Tunnel Measurement of Pitch-Damping Derivative Using Forced Oscillation Technique -- Chapter 6. Optical Velocity Measurement and Fluid Flow Visualization Techniques -- Chapter 7. Numerical Investigation of Impinging Synthetic Jets on the Flow Field and Heat Transfer at Low Orifice-to-Plate Distances -- Chapter 8. Comparison of Flow Characteristics of Wake Regions of Single and Lined up in a Row Torpedo-Like Geometries at Uniform Flow Conditions -- Chapter 9. Accounting for the Effects of Experimental Setting in Propeller Flow Computation -- Chapter 10. Development andConstruction of a Radio-Controlled Aircraft with Distributed Electric Propulsion: Persian Sky-O -- Chapter 11. Improve Aircraft Pilots? Training Using Structural Failure Incidents: a Serious Game Approach -- Chapter 12. Neural Control of Space Trajectories with Pseudolinear Models -- Chapter 13. H-infinity Control of Orbital Trajectories with Stochastic Models -- Chapter 14. Numerical Analysis of Narrow-Body Fuselage Upper Panel Re-design -- Chapter 15. Structural and Flow Analysis of Launch Vehicle for Cubesats -- Chapter 16. Development of a Model of the TCAS Autonomous Diagnostic System Using Non-Contact Current Sensors -- Chapter 17. Testing and Integration of a Hydrogen Fuel Cell in a Hybrid-Electric Propulsion Rig for UAVs -- Chapter 18. Effects of the Partial Use of Diesel Fuel with Kerosene on the Exergetic Sustainability Performance of an UAV Jet Engine in Case of Emergency -- Chapter 19. Swarm Control of a Group of Unmanned Aerial Vehicle Under Fixed Consensus Topology -- Chapter 20. Aviation MRO Operators Assessment by SHELL Model -- Chapter 21. Wind Tunnel Operation and Testing in the 21st Century: The Case of VTI?s Test Facilities -- Chapter 22. Comparative Analysis of Flow Fields Around NACA 23012 Airfoil at Three Characteristic Angles-of-Attack -- Chapter 23. Fuel Optimal Aircraft Conflict Resolution Under Various Wind Characteristics -- Chapter 24. Implicit LES Using New Slope Limiters -- Chapter 25. Nanoceramics as Reinforcement for Polymer Matrices and Composite Materials for Aircraft Structures -- Chapter 26. Evaluation of Architectural Structures in Electric Taxiing Systems -- Chapter 27. High-altitude Wind Resource Potential for AWE in Portugal -- Chapter 28. Conceptual Design, Development, Test and System Identification of a Novel Tri-Rotor Configuration for a VTOL Fixed Wing Aircraft -- Chapter 29. Measurement, Exploitation and Method Finalization of PIV Systems -- Chapter 30. Methodology for Testing Damaged Composite Helicopter Rotor Blades -- Chapter 31. Procedures in Testing the Mechanical Characteristics of Composite Structures and the Possibility of Application to Biodegradable Materials: an Overview -- Chapter 32. Aviation Carbon Accounting for Climate Change Mitigation: The Case of Turkey -- Chapter 33. Maintenance of Unmanned Aircraft -- Chapter 34. The Conversion of Ocean Wind Energy into Storable Energy A review of Current Developments -- Chapter 35. A Perspective on Oscillating Foil Propulsion -- Chapter 36. Flow Analysis Inside the Blade of Tip-jet Cold Cycle Helicopter -- Chapter 37. Preliminary Full Configuration Drag Estimation of Fixed Wing UAV Using Analytical Aerodynamics -- Chapter 38. 1D Modeling of an On Board Inert Gas Generation System During Flight Conditions -- Chapter 39. Analysis of Sustainability Activities in Airline -- Chapter 40. CO2 Dilution Effect of Methane Combustion at Premixed Model Gas Turbine Combustor -- Chapter 41. Electrical Conductivity Characteristics of Nanoparticle Reinforced Polymers Produced by Additive Manufacturing -- Chapter 42. Markov Chain Model Development for Forecasting the Lisbon TMA Capacity -- Chapter 43. Removing Kerosene Tax Exemption From Aviation: The Future of Taxation Principles in Europe -- Chapter 44. Torsional Divergence Analysis of Missile Fins Based on Galerkin?s Method -- Chapter 45. Effects of Covid-19 on Aviation Sector in Turkey -- Chapter 46. Express Method for Detection of Microbiological Contamination of Aviation Fuel for Preventing Damage to Aviation Military Equipment -- Chapter 47. Implementation of RE in the 6R Strategy in Considering the Sustainable Development of Parts for the Aviation Industry using Additive Technologies -- Chapter 48. Validation of the Laboratory Facility for the Nanofluids Forced Convection Research -- Chapter 49. Analysis Of Ground Services for Air Carriers: System Dynamics Approach -- Chapter 50. Design Methodology Development for UAS Integrating Business Assessment and Optimisation Processes -- Chapter 51. Operating eVTOLs in the Emergency Response Service -- Chapter 52. Experimental Thermal Analysis of Prismatic Lithium Iron Phosphate (LiFePO4) Battery -- Chapter 53. Assessment of Entropy Management for Piston Engines Considering Fuel Preference in the Flight Process -- Chapter 54. Energy and Environmental Evaluation on LPG Transition for Piston Engine of the Plane -- Chapter 55. Assessment of Thermodynamics Performance for Prop Engine Based on Temperature Effect of Flight Altitude. 330 $aThe International Symposium on Aircraft Technology, MRO, and Operations (ISATECH) is a multi-disciplinary symposium presenting research on current aerospace issues. The conference provides a platform offering insights on the latest trends in aircraft technology, maintenance, repair, overhaul, and operations that offer innovative solutions to the aviation industry's challenges. Coverage includes the operational and MRO needs of hybrid, electric, all-electric, and fuel cell air vehicles adapted to new technology standards. ISATECH allows researchers, scientists, engineers, practitioners, policymakers, and students to exchange information, present new technologies and developments, and discuss future direction, strategies, and priorities. Offers recent research on a wide array of topics; Addresses current MRO issues in the aviation industry; Complete proceedings of ISATECH 2022 held at the University of Belgrade. 410 0$aSustainable Aviation,$x2730-7786 606 $aAerospace engineering 606 $aAstronautics 606 $aVehicles 606 $aRenewable energy sources 606 $aMechanical engineering 606 $aAerospace Technology and Astronautics 606 $aVehicle Engineering 606 $aRenewable Energy 606 $aMechanical Engineering 615 0$aAerospace engineering. 615 0$aAstronautics. 615 0$aVehicles. 615 0$aRenewable energy sources. 615 0$aMechanical engineering. 615 14$aAerospace Technology and Astronautics. 615 24$aVehicle Engineering. 615 24$aRenewable Energy. 615 24$aMechanical Engineering. 676 $a629.1 700 $aKarakoc$b T. Hikmet$01373470 701 $aKostic?$b Ivan A$01450052 701 $aGrbovic?$b Aleksandar$01450053 701 $aSvorcan$b Jelena$01450054 701 $aDalkiran$b Alper$01373472 701 $aErcan$b Ali Haydar$01373473 701 $aPekovic?$b Ognjen M$00 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910766897103321 996 $aNovel Techniques in Maintenance, Repair, and Overhaul$93648894 997 $aUNINA