Innovative Computing and Communications : Proceedings of ICICC 2024, Volume 1 / / edited by Aboul Ella Hassanien, Sameer Anand, Ajay Jaiswal, Prabhat Kumar

• Pubblicazione: Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024
• Edizione: 1st ed. 2024.
• Descrizione fisica: 1 online resource (620 pages)
• Disciplina: 004
• Soggetto topico: Telecommunication; Internet of things; Machine learning; Artificial intelligence; Communications Engineering, Networks; Internet of Things; Machine Learning; Artificial Intelligence
• Persona (resp. second.): HassanienAboul Ella
• Nota di contenuto: Intro -- Preface -- Steering Committee -- Contents -- Editors and Contributors -- Design and Simulation of a Graphene Material-Based Tuneable Nanoantenna for THz Applications -- 1 Introduction -- 2 Antenna Design and Modelling -- 2.1 Graphene Conductivity Modelling -- 2.2 Antenna Design and Simulation -- 3 Results and Discussion -- 4 Conclusion -- References -- Unveiling Superior Lane Detection Techniques Through the Synergistic Fusion of Attention-Based Vision Transformers and Dense Convolutional Neural Networks -- 1 Introduction -- 2 Description of Proposed Methodology -- 2.1 Attention-Based Vision Transformer (AVT) -- 2.2 Occlusion-Aware Classification Boost (OACB) -- 2.3 Dense Convolutional Neural Network (DCNN) -- 3 Experiments -- 3.1 Implementation Details -- 3.2 Dataset Description -- 3.3 Qualitative Analysis -- 3.4 Comparative Analysis of Other State-of-the-Art Methods -- 4 Conclusion -- References -- Artificial Intelligence Intervention in Human Resource Management Practices -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 4 Results -- 5 Conclusion -- 6 Scope for Future Studies -- References -- Smart Traffic: Real-Time Tracking, Vehicle Detection, and Congestion Alert System -- 1 Introduction -- 1.1 Problem Statement -- 1.2 Objective of the Paper -- 1.3 Motivation -- 1.4 Existing Systems -- 1.5 Proposed System -- 1.6 Scope -- 2 Proposed Solution -- 3 Architecture -- 4 Results and Analysis -- 5 Conclusion -- References -- Improve the Design of the Antenna by Using Polynomial Regression -- 1 Introduction -- 2 Design the Patch Antenna -- 3 Method of Regression -- 4 Conclusions -- References -- An Artificial Intelligence-Based Energy-Efficient Approach for Wireless Sensor Networks Enabled IoT -- 1 Introduction -- 2 Problem Formulation -- 3 Multi-objective Optimization (MOO) -- 3.1 BBO -- 4 Proposed Algorithm. ; 5 Simulation Results -- 6 Conclusion -- References -- Progressive Feature Engineering for Genre Classification of Short Poems -- 1 Introduction -- 2 Related Works -- 3 Proposed Methodology -- 3.1 Data Acquisition and Dataset -- 3.2 Feature Buckets Approach -- 3.3 Hybrid Dimensionality Reduction -- 3.4 Classifiers -- 4 Performance Evaluation -- 4.1 Discussion -- 5 Conclusion and Future Works -- References -- Dynamic Game Scheme-Based Interactive Sanitization Model to Mitigate Prognostic Reverberation of Covid-19 -- 1 Introduction -- 2 System Model -- 3 Smart Game Theoretic Sanitization Model -- 4 Covi-Fit Mean Field Game -- 5 Results and Discussion -- 6 Conclusion and Future Work -- References -- Design, Interface, and Control of Smart Two-Axis Table for Plotting and Drilling Operations Based on Atmega328P Microcontroller -- 1 Introduction -- 2 System Hardware Components -- 2.1 CD/DVD Mechanism -- 2.2 Arduino Microcontroller -- 2.3 The 3D-Design of XY Table Machine and Frame Dimension -- 2.4 Control CNC Machine Using Raspberry Pi 3 and Arduino UNO -- 2.5 CNC Machine with Image Processing -- 3 Calibration and Settings for the Stepper Motor -- 3.1 Calibration Stepper Motor -- 3.2 Resolution for Stepper Motor -- 3.3 Simulink for Two-Phase Stepper Motor Sign Equation -- 3.4 Percentage of Enhancement -- 4 System Implementation and Results -- 4.1 Implementation of XY Table Machine -- 4.2 Result for the Prototype -- 4.3 Result for the Second Prototype -- 4.4 Result in Bitmap Image from Image Processing -- 5 Conclusion and Future Work -- References -- Smart Waste Management Using IOT and ML -- 1 Introduction -- 2 Objective -- 3 Literature Review -- 4 Equations -- 4.1 Working of Smart Bins -- 4.2 Path Optimization Algorithms -- 5 System Working and Architecture -- 6 Result and Discussion -- References. ; Detection of Parkinson's Disease Using Non-invasive Biomarkers -- 1 Introduction -- 2 Literature Survey -- 3 Methodology -- 3.1 Voice/Speech Analysis of Human Subjects -- 3.2 Latency and Delay Between Dynamic Keystrokes -- 3.3 Handwritten Patterns -- 3.4 Inertial Measurement Unit (IMU) Sensor Signals -- 4 Results -- 5 Conclusion -- References -- Modeling of Shell and Tube Heat Exchanger Using Adaptive Neuro-fuzzy Inference System and Nature-Inspired Whales Optimization Algorithm -- 1 Introduction -- 2 Mathematical Modeling of STHE -- 3 Whale Optimization Algorithm -- 4 Whale Optimization Algorithm-Based ANFIS for Modeling of Shell and Tube Heat Exchanger -- 5 Forward Modeling Using Whale Optimization Algorithm-Based ANFIS -- 6 Inverse Modeling Using Whale Optimization Algorithm-Based ANFIS -- 7 Conclusion -- References -- Navigating the Impact of COVID-19 on Indian Economies Through a Lens of Sustainability -- 1 Introduction -- 2 Analysis of GDP and HDI of Indian States -- 2.1 Maharashtra -- 2.2 Kerala -- 2.3 Gujarat -- 2.4 Bihar -- 3 Indian Unicorns That Boosted the Indian Economy -- 3.1 Sustainability Analysis -- 3.2 Sentimental Analysis of the Unicorn Nykaa -- 4 Results and Conclusion -- References -- Deep Dive into Clickbait Secrets: Integrating Multi-modal Features and Leveraging Deep Learning Architectures -- 1 Introduction -- 2 Literature Survey -- 2.1 Clickbait Research -- 3 Image Modeling -- 3.1 Exploratory Data Analysis -- 3.2 Infilling -- 3.3 Image Models -- 4 Text Modeling -- 5 Multi-modal Model -- 6 Results -- 7 Conclusion -- References -- A Hybrid Ayurvedic Drug Recommendation System with Generative AI -- 1 Introduction -- 2 Related Works -- 3 Proposed Methodology -- 4 Result Analysis -- 5 Conclusion -- References -- Early-Stage Adoption of AI in Business Processes: Different People Different Intentions to Use AI -- 1 Introduction. ; 2 Literature Review -- 2.1 Research Background -- 2.2 Hypotheses' Development -- 3 Method -- 3.1 Sample -- 3.2 Measure -- 4 Results and Discussion -- 4.1 Difference Among Groups with Respect to Intention to Use AI -- 4.2 Relationships Among Demographic Characteristics and Intention to Use AI -- 4.3 Predictors of Intention to Use AI -- 5 Conclusion -- References -- Decoding India's Fintech Ecosystem with AI: A Market Perspective -- 1 Introduction -- 2 Evolution of Fintech in India -- 3 Future of Fintech in India -- 3.1 Fintech Growth Propellants -- 4 The Fintech Ecosystem -- 4.1 Possible Challenges -- 5 Emerging Shifts in the Fintech Industry -- 6 Implications and Scope for Future Research -- 7 Conclusion -- References -- Deep Learning Inclusion in Plant Diseases, Inflicting a Disparate Insight -- 1 Introduction -- 2 Methodology and Literature Review -- 3 Future Perspective -- 4 Conclusion -- References -- Categorical Forecast Skill: Definitions and Implications -- 1 Introduction -- 1.1 The Relationship Between ISMR and Antarctic Sea Ice Extent -- 1.2 Mathematical Formulation of the Problem for Using Dichotomous Forecast -- 2 Methodology -- 2.1 Data -- 2.2 Procedure -- 3 Results and Discussion -- 4 Conclusion -- References -- Enhancing Cotton Crop Yield Prediction Through Principal Component Analysis and Regression Modelling -- 1 Introduction -- 2 Cotton Crop Situation in India -- 3 Principal Component Analysis (PCA) -- 4 Ordinary Least Squares (OLS) Regression -- 5 Methodology -- 5.1 Data Collection and Preprocessing -- 5.2 Performing Principal Component Analysis (PCA) -- 5.3 Time Series Analysis -- 5.4 Perform Regression Modelling -- 5.5 Performance Evaluation -- 5.6 Visualization -- 6 Results and Findings -- 7 Conclusion -- References -- Personality Categorization of Big Five Personality Traits OCEAN Using upper KK-Means Clustering. ; 1 Introduction -- 2 Literature Survey -- 3 Data and Methods -- 3.1 Data Pre-processing and Visualization -- 3.2 Proposed Approach -- 3.3 Results -- 4 Conclusion -- 5 Challenges and Future Directions -- References -- LLM-Based Custom Chatbot Using LangChain -- 1 Introduction -- 2 Literature Review -- 3 State of the Art in NLP and AI-Powered Chatbot Development -- 4 Solutions for PDF File Interaction and Information Extraction -- 5 Proposed Methodology -- 6 Implementation and Results -- 7 Conclusion -- References -- Predicting Sleep Disorders for Improved Health Care-A Comprehensive Study -- 1 Introduction -- 1.1 Machine Learning in Health Care -- 2 Review of Literature -- 3 Methodology -- 3.1 Data Preprocessing -- 3.2 Insightful Data Discovery -- 4 Model Training and Testing for Multiple Classification Algorithms -- 4.1 Training -- 4.2 Testing -- 5 Results and Analysis -- 5.1 Real-World Data -- 5.2 Real-World Application -- 6 Conclusion -- 7 Future Work -- 7.1 Exploring the Unstructured Data -- 7.2 Implementation of Deep Learning -- 7.3 Collaborating with Doctors -- 7.4 Integrating Our Model with Hardware -- References -- Advancements in Hate Speech Detection: A Comprehensive Analysis of NLP Models and Techniques -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Data Collection and Preprocessing -- 3.2 Feature Engineering -- 3.3 Hate Speech Detection Model -- 3.4 Model Training and Evaluation -- 4 Result and Discussion -- 5 Ethical Considerations -- 6 Conclusion -- References -- Li-Fi Technology-For Security and for Hyper Local Marketing -- 1 Introduction and Problem -- 2 Literature Survey -- 3 Challenge for Device -- 4 Solutions and Calculations -- 5 Discussion -- 6 Conclusion -- 7 Future Scope -- References -- Basket Brain: A Hybrid Model for Basketball Play Generation -- 1 Introduction -- 2 Related Works -- 3 Datasets -- 4 The Models. ; 5 Workflow.
• Sommario/riassunto: This book includes high-quality research papers presented at the Seventh International Conference on Innovative Computing and Communication (ICICC 2024), which is held at the Shaheed Sukhdev College of Business Studies, University of Delhi, Delhi, India, on 16–17 February 2024. Introducing the innovative works of scientists, professors, research scholars, students, and industrial experts in the field of computing and communication, the book promotes the transformation of fundamental research into institutional and industrialized research and the conversion of applied exploration into real-time applications.
• Titolo autorizzato: Innovative Computing and Communications
• ISBN: 9789819735884
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910878058503321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture Notes in Networks and Systems, . 2367-3389 ; ; 1020