Proceedings of 4th International Conference on Artificial Intelligence and Smart Energy : ICAIS 2024, Volume 2

• Autore: Manoharan S
• Pubblicazione: Cham : , : Springer International Publishing AG, , 2024; ©2024
• Edizione: 1st ed.
• Descrizione fisica: 1 online resource (523 pages)
• Altri autori: TuguiAlexandru BaigZubair
• Nota di contenuto: Intro -- Preface -- Contents -- Efficient Detection of Cyberbullying in Social Media Platform -- 1 Introduction -- 2 Related Works -- 3 Proposed System -- 3.1 Data Preprocessing and Feature Extraction -- 3.2 Applying a Logistic Regression Approach for Model Development and Evaluation -- 3.3 Training and Evaluating a Model Based on Support Vector Machine (SVM) -- 4 Results and Discussion -- 5 Conclusion -- References -- Securing Cyber-Physical Systems: A Strategic Review -- 1 Introduction -- 1.1 Contribution of This Paper -- 2 Exploring Side Channel Attack Modes -- 2.1 Side Channel Attack Standard Evaluation Board -- 2.2 Algorithmic Exploration and Evaluation of Side-Channel Analysis -- 3 Safety Architecture Methods -- 4 Research Opportunities -- 5 Conclusion -- References -- Advancing Solar Still Efficiency - Pioneering Sustainable Water Solutions -- 1 Introduction -- 1.1 Motivation -- 2 Problem Description -- 3 Solutions -- 3.1 Improvement of Membrane Distillation Techniques -- 3.2 Silica Scale Inhibition -- 3.3 Economical Method to Implement MED System -- 4 Block Diagram of Solar-Still and Its Description -- 5 Feasible Solution -- 5.1 Membrane Distillation -- 5.2 MD Process with Nanomaterials -- 5.3 Silica Scale Inhibition Using Boric Acid -- 5.4 Use of Nuclear Reactors for MED Process -- 6 Proposed Block Diagram for Efficient Solar Cell -- 7 Conclusion -- References -- An In-Depth Investigation into Automatic Dubbing Leveraging ASR, Machine Translation and Deep Voice 3 -- 1 Introduction -- 2 Motivation -- 3 Analysis -- 3.1 Significance and Impact: -- 3.2 Technical Feasibility: -- 3.3 Data Diversity and Accuracy: -- 4 Literature Survey -- 5 Process Flow -- 5.1 Video Input -- 5.2 Audio Extraction -- 5.3 Automatic Speech Recognition -- 5.4 Translating to Regional Languages -- 5.5 Text-To-Speech Conversion -- 5.6 Audio Synchronization. ; 6 Process Flow Diagram -- 7 Experimental Results and Finding -- 7.1 Comparison and Analysis of Models -- 8 Conclusion -- References -- LEWRY Your Smart Home Security Robot -- 1 Introduction -- 2 Aim -- 3 Scope -- 4 Existing System -- 5 Proposed Methodology and System -- 6 Hardware Parts -- 6.1 Arduino UNO -- 6.2 Ultrasonic Detector -- 6.3 Flame Detector -- 6.4 Smoke Detector -- 6.5 Motor Driver Module -- 6.6 Bluetooth Module -- 7 Software Requirement - Using Arduino IDE -- 8 Hardware Connections -- 8.1 Motor Driver Module on Arduino UNO -- 8.2 Circuit Description of First Tier -- 8.3 Description of the Components Deployed -- 8.4 Circuit Description of Second Tier -- 8.5 Description of the Components Deployed -- 9 Result -- 10 Conclusion -- 11 Futuristic Scale -- References -- Ensemble Based Attrition Prediction in Corporate Settings -- 1 Introduction -- 2 Literature Survey -- 3 Dataset Description -- 3.1 Balancing Dataset- Smote -- 3.2 Feature Extraction -- 3.3 Boosting Algorithm Models -- 3.4 Optimization Techniques -- 4 Results -- 4.1 Performance of Boosting Models Before Using Optimization Technique -- 4.2 Performance of Boosting Models After Using Optimization Technique -- 4.3 Performance of Recurrent Model Before Using Optimization Technique -- 4.4 Performance of Recurrent Model After Using Optimization Technique -- 5 Findings and Discussion -- 6 Conclusion and Future Work -- References -- Mitigating Agricultural Challenges: A Comprehensive Study on the Impact of Crop Diseases on Rice Production in India -- 1 Introduction -- 1.1 Types of Disease -- 2 Methodology -- 2.1 Convolution Neural Network -- 3 Results and Discussion -- 4 Conclusion -- References -- Human Object Interaction: A Survey on Models and Their Key Challenges and Potential Applications in Future Fields -- 1 Introduction -- 2 Background and Related Work. ; 3 Methodology: Human Object Interaction Working and Its Fields -- 4 Review of Literature -- 5 Key Challenges in Human-Object Interaction Detection -- 5.1 Ambiguity in Interaction Interpretation -- 5.2 Sensor Placement and Accuracy -- 5.3 Dataset Availability and Diversity -- 5.4 Computational Complexity -- 5.5 Noise and Imperfections in Data -- 5.6 Generalization and Transfer Learning -- 6 Potential Applications of HOI Detection in Future Fields -- 6.1 Applications -- 7 Conclusion -- References -- Streamlining the Bone Fracture Detection Using X-Ray Imaging and Seamless PACS Data Exchange -- 1 Introduction -- 2 Related Works -- 3 Comparison of Related Works -- 4 Proposed Work -- 5 Mathematical Module -- 6 Conclusion -- 7 Delcarations -- 7.1 Ethics Approval and Consent to Participate -- 7.2 Consent for Publication -- 7.3 Availability of Data and Materials -- 7.4 Competing Interests -- 7.5 Funding -- 7.6 Authors' Contributions -- References -- A Review on Suitability of Vertical Federated Learning in Smart City Platforms -- 1 Introduction -- 2 Overview -- 2.1 Non-IID Data -- 2.2 Types of Suitable Machine Learning Techniques for SCP -- 2.3 VFL Model Building with Non-IID -- 3 Discussion and Analysis -- 4 Future Work -- 5 Conclusions -- References -- Land Cover Classification Using Modified U-net: A Robust Approach for Satellite Image Analysis -- 1 Introduction -- 2 Study Region and Satellite Data -- 2.1 Study Region -- 2.2 Satellite Data -- 3 Methodology -- 3.1 Image Pre-processing -- 3.2 U-net -- 3.3 Image Processing -- 3.4 Resources Utilized -- 4 Result and Discussion -- 4.1 Result -- 4.2 Discussion -- 5 Conclusion -- References -- Synergistic Evolution: Pioneering Frontiers of Artificial Intelligence and Robotics in Healthcare -- 1 Introduction -- 1.1 The Robotics of Healthcare -- 1.2 Use of Artificial Intelligence in the Realm of Healthcare. ; 1.3 Research and Development in the Fields of Artificial Intelligence, Robotics, and Healthcare -- 1.4 Considerations Regarding the Obstacles and Implications of Regarding Ethics -- 2 Literature Review -- 3 Analysis and Results of Comparative Studies -- 3.1 Robotics for Rehabilitation and Assistive Technology -- 3.2 Robotics in the Field of Imaging and Diagnosis -- 3.3 Using AI in Healthcare -- 3.4 Utilizing Artificial Intelligence in Healthcare: Accuracy in Diagnostics and Predictive Analytic -- 3.5 The Role of Robotics in Healthcare: Enhanced Procedures and Greater Precision -- 3.6 An Examination of Comparative Synergy and Its Many Different Applications -- 3.7 Considerations of Ethical Implications and Obstacles -- 4 Conclusion -- References -- Solar Panel Fault Analysis Using Regression Models -- 1 Introduction -- 2 Literature -- 3 Proposed Method -- 3.1 Linear Regression -- 3.2 Non-linear Regression -- 4 Experimental Analysis -- References -- Development of Fuzzy Controlled Five Level Modular Multilevel Converter for Grid Tied PV System -- 1 Introduction -- 2 Proposed System -- 2.1 Modelling of the PV Cell -- 2.2 Modular Multilevel Converter (MMC) -- 2.3 Design of Fuzzy Controller -- 2.4 Design of Filter -- 3 Results and Discussions -- 4 Conclusion -- References -- Multifaceted Chatbot: A Retrieval Augmented Generation Approach for Intelligent Website Query Handling -- 1 Introduction -- 2 Literature Survey -- 3 Methodology -- 3.1 Data Collection -- 3.2 Text Processing and Embeddings -- 3.3 Chatbot Model Training -- 3.4 User Interaction and Response Generation -- 3.5 Recommendation System -- 3.6 Evaluation and Testing -- 4 Results -- 4.1 Assessing LLMs' Performance -- 4.2 Applications -- 5 Conclusion -- References -- Intelligent Monitoring and Learning System for Electric Vehicle Charging Stations -- 1 Introduction -- 2 Related Work. ; 3 Proposed System Architecture -- 3.1 Data Acquisition -- 3.2 Learning Phrase -- 3.3 Monitoring Phrase -- 4 Proteus Simulation Model and Working -- 4.1 Initiating Charging Process -- 4.2 Learning in Charging Process -- 4.3 Monitoring Charging Process -- 4.4 Anomaly or Abnormal Detection in Charging Process -- 5 Result and Discussion -- 5.1 GSM Modem Output -- 5.2 Normal vs. Abnormal Conditions -- 6 Conclusion and Future Work -- References -- A Global Three Wheeler Road Freight EV Cargo Cart for Value Added Services -- 1 Introduction -- 2 Literature Survey -- 3 Methodology -- 3.1 Mechanical System -- 3.2 Electrical System -- 4 System Calculations -- 5 Implementation -- 6 Results and Discussions -- 7 Conclusion and Future Scope -- References -- Android App-Oriented Smart Supervision of Water Distribution Using Internet of Things -- 1 Introduction -- 2 Related Work -- 3 Proposed Model -- 3.1 Android Interface for the Lineman -- 3.2 Central Water Distribution Centre -- 4 Implementation -- 4.1 Phase 1: Login and Street Selection -- 4.2 Phase 2: Updating the Details in Google Firebase -- 4.3 Phase 3: Retrieving the Data and Processing -- 4.4 Phase 4: Leakage Detection and Processing -- 5 Results -- 5.1 SCENARIO 1: When There is no Evidence of a Water Leak -- 5.2 SCENARIO 2: Observing Water Leakage -- 5.3 Numerical Outcomes -- 6 Conclusion -- References -- Identification of Speech Stream and the Source Localization for Hearing Prosthesis-Driven Healthcare -- 1 Introduction -- 2 Data Collection and Experiment -- 3 Methodology -- 4 Training and Evaluation -- 5 Results -- 6 Future Outlook and Conclusion -- References -- Catalyzing Urban Logistics and Road Safety: Truck Recommendation System and Real-Time Accident Severity Prediction -- 1 Introduction -- 2 Objective -- 3 Literature Survey -- 4 Existing System -- 4.1 Drawbacks of Existing System. ; 5 Proposed Solution.
• Titolo autorizzato: Proceedings of 4th International Conference on Artificial Intelligence and Smart Energy
• ISBN: 9783031614750; 9783031614743
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910865245403321
• Lo trovi qui: Univ. Federico II
• Serie: Information Systems Engineering and Management Series