1.

Record Nr.

UNINA9910878058503321

Autore

Hassanien Aboul Ella

Titolo

Innovative Computing and Communications : Proceedings of ICICC 2024, Volume 1

Pubbl/distr/stampa

Singapore : , : Springer, , 2024

©2024

ISBN

9789819735884

Edizione

[1st ed.]

Descrizione fisica

1 online resource (620 pages)

Collana

Lecture Notes in Networks and Systems Series ; ; v.1020

Altri autori (Persone)

AnandSameer

JaiswalAjay

KumarPrabhat

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

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.