Accelerating Discoveries in Data Science and Artificial Intelligence II : ICDSAI 2023, LIET Vizianagaram, India, April 24-25

• Autore: Lin Frank M
• Pubblicazione: Cham : , : Springer International Publishing AG, , 2024; ©2024
• Edizione: 1st ed.
• Descrizione fisica: 1 online resource (377 pages)
• Altri autori: PatelAshokkumar KesswaniNishtha SambanaBosubabu
• Nota di contenuto: Intro -- Preface: Volume II -- Preface: Volume I -- Organization -- Contents -- Part I Computational Intelligence for Sciences -- Mood-Based Music Recommendation System -- 1 Introduction -- 2 Literature Survey -- 3 Proposed Methodology -- 4 System Architecture -- 5 System Implementation -- 6 Results -- 7 Conclusion and Future Work -- References -- Internet Employment Detection Scam of Fake Jobs via Random Forest Classifier -- 1 Introduction -- 2 Literature Survey -- 3 Purpose -- 4 Methodologies -- 4.1 Existing System -- 4.2 Proposed System -- 4.3 Data Collection -- 4.4 Data Analysis -- 4.5 Data Cleaning and Preprocessing -- 5 System Architecture -- 6 Data Flow Diagram -- 7 Results -- 8 Algorithms -- 9 Conclusion -- 10 Future Scope -- References -- Sentiment Analysis and Age Factor Influences on Brand Usage of Personal Care Products: A Study with Reference to Visakhapatnam City, India -- 1 Introduction -- 2 Review of Literature -- 3 Methodology -- 4 Results and Analysis -- 4.1 Beauty Soaps -- Brand Categorization of Beauty Soaps -- Sentiment and Age and Usage of Beauty Soap Brand Analysis -- 4.2 Fairness Cream -- Brand Categorization of Fairness Cream -- Sentiment and Age-Based Usage of Fairness Cream Brands -- 5 Conclusion and Implications -- References -- Construction of Pythagorean and Reciprocal Pythagorean n-tuples -- 1 Introduction -- 2 Construction of Pythagorean and Reciprocal Pythagorean Triple -- 3 Construction of Pythagorean and Reciprocal Pythagorean Triple for 4-tuple -- 4 Construction of Pythagorean Triple and Reciprocal Pythagorean for 5-tuple -- 5 Construction of Pythagorean and Reciprocal Pythagorean Triple for n-tuple -- 6 Reciprocal Pythagorean n-tuple -- 7 Conclusion -- References -- Statistical Approaches for Forecasting Air pollution: A Review -- 1 Introduction -- 2 Related Work. ; 2.1 Techniques Related to Air Pollution Forecasting -- 3 Conclusion -- References -- Computer-Assisted Statistical Analysis of L-Methionine Protonation Equilibria in The Anionic, Cationic, and Neutral Micellar Systems -- 1 Introduction -- 2 Experimental -- 2.1 Materials and Reference Solutions -- 2.2 Methods and Equipment for Analytical Research -- 2.3 Modelling Approach -- 3 Results and Discussion -- 3.1 The Role of Secondary Formations -- 3.2 Diagrams of the Distribution -- 3.3 Residual Analysis [42-45] -- 3.4 Effect of Surfactant -- 3.5 Consequences of Best-Fit Model Errors -- 4 Conclusions -- References -- A Study on Benefits of Continuous Integration and Continuous Delivery in Software Engineering -- 1 Introduction -- 2 Collaboration and Code Quality with CI/CD -- 3 Stages in the Continuous Delivery Pipeline -- 4 Benefits of CI/CD Pipeline -- 5 Tools and Applications of CI/CD -- 6 Conclusion and Future Work -- References -- An Overview: Progressive Report on Magic Labelling -- 1 Introduction -- 2 Literature Survey -- 3 Planar Graph -- 4 Conclusion -- References -- Part II Computing, Data Science & -- Intelligent Robotics -- Multi-keyword Ranked Search with Privacy Protection on Encrypted Cloud Data -- 1 Introduction -- 2 Objectives -- 3 Related Works -- 4 Problem Formulation -- 5 Basic Multi-keyword Fuzzy Search Scheme -- 6 Enhanced Multi-keyword Fuzzy Search Scheme -- 7 Architecture Diagram -- 8 Experimental Results -- 9 Conclusion -- References -- BERT-Based Similarity Measures Oriented Approach for Style Change Detection -- 1 Introduction -- 2 Existing Works -- 3 Description About Dataset -- 4 Proposed Approach for Style Change Detection -- 4.1 BERT -- 4.2 Similarity Measures -- Cosine Similarity Measure (CSM) -- Jaccard Similarity Measure (JSM) -- Dice Coefficient Measure (DCM) -- Pearson Correlation Coefficient (PCC). ; 5 Experimental Results -- 6 Conclusions and Future Scope -- References -- Computer Vision -Based Malpractice Detection System -- 1 Introduction -- 2 Literature Survey (Table 2) -- 3 Methodology -- 3.1 Algorithm -- 4 Results -- 5 Conclusion -- References -- The Evolution of Influence Maximization Studies: A Scientometric Analysis -- 1 Intoduction -- 2 Related Works -- 3 Data Collection and Methodology -- 4 Results -- 4.1 Observations -- 4.2 Co-author Analysis -- 4.3 Citation Analysis by the Organization -- 5 Conclusion -- References -- A Survey on Evolving Optimal Encryption Methods in Cloud Computing Data Forensics -- 1 Introduction -- 2 Challenges and Objectives in Data Forensics -- 3 Overview of System Model -- 4 Literature Review -- 5 Conclusion -- References -- DR-HIPI: Performance Evaluation of Retinal Images for DR Lesion Segmentation Using the HIPI Architecture -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Image Pre-processing -- Algorithm -- 3.2 Experimental Setup -- Distributed Parallel Computing in Hadoop -- 3.3 Proposed Model to Suggest Better Image Modality for the DR Lesion Segmentation Using Hadoop Environment -- Algorithm for Map Function -- Algorithm for Reduce Function -- 4 Experimental Results -- 5 Discussion -- 6 Conclusion and Future Directions -- References -- Adaptability of Robotic Process Automation and Capabilities of Human Automation -- 1 Introduction -- 1.1 Motivation -- 2 Literature Survey -- 3 Collective Robotic Learning -- 4 Open Source and Open Access -- 5 Proposed Methodology -- 6 Experimental Analysis -- 7 Conclusion -- References -- Part III Communication and Automation Applications -- A Brief Review on the Impact of Digital Trading on Conventional Marketing Strategies After COVID-19's Effect on Ecommerce -- 1 Introduction -- 2 Literature Review -- 3 Research Methodology -- 3.1 Data Source. ; 3.2 Ecommerce and the COVID-19 Pandemic -- 3.3 India's Internet Economy Growth -- 3.4 Traditional Marketing -- 3.5 Digital Marketing -- 4 Findings and Conclusions -- References -- Fall Support Assistant Application -- 1 Introduction -- 2 Literature Review -- 3 System Design -- 4 Methodology -- 5 Workflow of the Application -- 6 Challenges and Future Efforts -- 6.1 Real-Time Fall Detection Challenges -- 6.2 Future Efforts -- 7 Conclusion -- References -- A Systematic VANET Traffic Congestion by Eliminating Recursion Using Intervention Linear Minimum Spanning Tree (ILMST) for Traffic Management System -- 1 Introduction -- 2 Literature Survey -- 3 Vehicular Ad Hoc Network (VANET) Model -- 4 Proposed Methodology -- 4.1 ILMST-Based VANET Algorithm -- 5 Results and Discussion -- 5.1 Experimental Setup -- 5.2 Evaluation Metrics -- 6 Conclusion -- References -- Real-Time Object Cloning in Augmented Reality Using BASNet and Screenpoint Algorithms -- 1 Introduction -- 2 System Architecture -- 2.1 Screenprint Algorithm -- 3 BASNet Algorithm -- 3.1 Overview of Network Architecture -- 3.2 Predict Module -- 3.3 Refine Module -- 3.4 Hybrid Loss -- 4 Proposed Systems and Related Works -- 4.1 Problem Description -- 5 Results -- 6 Conclusion -- References -- Maximization of Energy Efficiency for Optimal Spectral Efficiency in Massive MIMO System -- 1 Introduction -- 2 Maximization of EE in Massive MIMO -- 2.1 Single-Antenna Systems Without Interference -- 2.2 Single-Antenna System with Interference -- 2.3 Multiple-Antenna System -- 3 Maximization of EE for Optimal SE -- 4 Simulation Results -- 5 Conclusion -- References -- Optimization of Spectral Efficiency Using Precoding Techniques in Multi-cell Massive MIMO -- 1 Introduction -- 2 Spectral Efficiency and Optimization -- 3 Proposed Method for Maximization of Spectral Efficiency -- 4 Simulation Results. ; 5 Conclusion -- References -- The Effect of Prerequisite Engineering Processes on the Production of Risk Factors in Software Development -- 1 Introduction -- 2 Necessity for Software Engineering -- 3 Necessities Are Essentially of Two Kinds -- 4 Prerequisite of Software Engineering Software Development -- 5 Research Issues in Software Engineering (Table 1) -- 6 Research Methodology -- 7 Review Planning -- 8 Conclusion Work -- References -- Comparison of Channel Equalization Schemes for MIMO-OFDM -- 1 Introduction -- 1.1 Related Work -- 2 MIMO-OFDM System -- 2.1 OFDM -- 2.2 MIMO -- 3 Channel Equalization -- 3.1 ZF Equalizer -- 3.2 MMSE Equalizer -- 3.3 Maximal Ration Combining -- 4 Results and Discussions -- 5 Conclusion and Future Scope -- References -- Part IV Internet of Things, Networks & -- Security -- QoS Enhancement Through Link-Quality Prediction Using Signal-to-Noise Ratio in MANET -- 1 Introduction -- 2 Communication Model in MANET -- 2.1 Network Infrastructure -- 2.2 Routing Topology -- 3 Challenges in Link-Quality Prediction -- 3.1 Path Loss -- 3.2 Communication Error -- 3.3 End-to-End Delay -- 3.4 Limitation and Challenges -- 4 Link-Quality Prediction -- 4.1 Link-State Aware Predictions -- 4.2 Accuracy in Link-Prediction -- 4.3 Prediction of Link Quality -- 5 Future Development Scope -- 6 Conclusion -- References -- Credential Manager Using Cloud Computing -- 1 Introduction -- 2 Literature Review -- 3 Proposed System -- 4 Implementation -- 4.1 Creating the Front End -- 4.2 Integrating Python with Firebase [16] -- 4.3 Compile Firebase Configurations -- 4.4 Firebase Authentication Attachment -- 4.5 Setting Up the Fire Store Database -- 5 Results and Analysis -- 6 Conclusion -- References -- Accident Detection, Alert, and Tracking System Based on IoT -- 1 Introduction -- 2 Classification of Traffic Collision. ; 3 Road Accident Detection Technology.
• Titolo autorizzato: Accelerating Discoveries in Data Science and Artificial Intelligence II
• ISBN: 3-031-51163-8
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910857784003321
• Lo trovi qui: Univ. Federico II
• Serie: Springer Proceedings in Mathematics and Statistics Series