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Innovative Computing and Communications : Proceedings of ICICC 2024, Volume 1
Innovative Computing and Communications : Proceedings of ICICC 2024, Volume 1
Autore Hassanien Aboul Ella
Edizione [1st ed.]
Pubbl/distr/stampa Singapore : , : Springer, , 2024
Descrizione fisica 1 online resource (620 pages)
Altri autori (Persone) AnandSameer
JaiswalAjay
KumarPrabhat
Collana Lecture Notes in Networks and Systems Series
ISBN 9789819735884
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
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.
Record Nr. UNINA-9910878058503321
Hassanien Aboul Ella  
Singapore : , : Springer, , 2024
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Innovative Computing and Communications : Proceedings of ICICC 2024, Volume 4 / / edited by Aboul Ella Hassanien, Sameer Anand, Ajay Jaiswal, Prabhat Kumar
Innovative Computing and Communications : Proceedings of ICICC 2024, Volume 4 / / edited by Aboul Ella Hassanien, Sameer Anand, Ajay Jaiswal, Prabhat Kumar
Autore Hassanien Aboul Ella
Edizione [1st ed. 2024.]
Pubbl/distr/stampa Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024
Descrizione fisica 1 online resource (694 pages)
Disciplina 621.382
Altri autori (Persone) AnandSameer
JaiswalAjay
KumarPrabhat
Collana Lecture Notes in Networks and Systems
Soggetto topico Telecommunication
Cooperating objects (Computer systems)
Internet of things
Artificial intelligence
Communications Engineering, Networks
Cyber-Physical Systems
Internet of Things
Artificial Intelligence
ISBN 981-9738-17-2
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Intro -- Preface -- Steering Committee -- Contents -- Editors and Contributors -- Low Voice Speech Conversion Analysis Using Novel Convolutional Neural Network Compared with K-Nearest Neighbor with Enhanced Accuracy -- 1 Introduction -- 2 Materials and Methods -- 2.1 Convolutional Neural Networks -- 2.2 K-Nearest Neighbors -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- ML Models for Energy Efficiency in Office Buildings: A Comprehensive Comparative Analysis -- 1 Introduction -- 2 System Architecture -- 3 Study Method -- 4 Machine Learning Models -- 4.1 Logistic Regression -- 4.2 SVM -- 4.3 Decision Trees -- 4.4 Random Forest -- 4.5 Gradient Bossting -- 4.6 Multi-layer Perceptron (MLP) -- 5 Comparison of ML Models -- 5.1 Learning Curve -- 5.2 Validation Curve -- 6 Conclusion -- References -- Breast Cancer Prediction and Detection: Comparison of the Latest Machine Learning Techniques -- 1 Introduction -- 1.1 Contribution and Novelty -- 1.2 Limitations -- 2 Literature Review -- 2.1 Embryonic Stages-Texture Analysis -- 2.2 Deep Learning-A New Dawn -- 2.3 Transfer Learning-Bridging Past and Present -- 2.4 Computer-Aided Diagnosis (CAD)-The Modern Frontier -- 2.5 A Departure-Embracing Artificial Intelligence in a Novel Manner -- 2.6 Support Vector Machines (SVMs) -- 2.7 Deep Learning Advancements -- 3 Research Design and Methodology -- 3.1 Dataset -- 3.2 Algorithm Selection and Model Design -- 3.3 Machine Learning Framework and Tools -- 3.4 Infrastructure Limitations -- 3.5 Ethical Considerations -- 4 Results and Discussion -- 4.1 Machine Learning Algorithm -- 4.2 CNNs -- 4.3 ResNet -- 4.4 VGGNet -- 5 Conclusion and Future Works -- 5.1 Future Works -- References -- GIS-Based Identification and Representation of Particulate Matters Using Ontology and SPARQL -- 1 Introduction -- 2 Literature Review -- 3 Materials and Methods.
3.1 Description of the Case Study -- 3.2 Field Study -- 3.3 Equipment Used in the Investigation -- 4 Proposed System -- 4.1 Creation of Knowledge Base in the Form of Ontology -- 4.2 Execution of SPARQL Query -- 5 Results and Discussion -- 5.1 PM 2.5 Concentration -- 5.2 PM 10 Concentration -- 6 Conclusion and Future Scope -- References -- Advancements in Arrhythmia Classification: A Comprehensive Survey of AI Techniques -- 1 Introduction -- 2 Related Work -- 3 Observations from the Literature -- 3.1 Conventional Machine Learning Methods -- 3.2 Deep Learning Models -- 3.3 Hybrid Techniques -- 3.4 Classification Techniques Application and Clinical Impact -- 4 Methodological Approach -- 4.1 Inclusion Criteria -- 4.2 Exclusion Criteria -- 4.3 Techniques Selection Criteria -- 4.4 Databases of ECG Datasets -- 5 Importance of Cardiac Arrhythmia Diagnosis Using Deep Learning -- 5.1 Automated Feature Learning in Deep Neural Networks -- 5.2 Addressing Challenges in ECG Signal Analysis -- 5.3 Handling Signal Variability -- 6 Challenges -- 7 Conclusion -- References -- Survey on VANET Authentication Scheme Based on Cryptographic Protocols -- 1 Introduction -- 1.1 Key Aspects of VANETs -- 1.2 Architecture of VANETs -- 1.3 Applications of VANETs -- 1.4 Privacy Issue of VANETs -- 2 Background Information -- 2.1 Traditional Digital Signature Scheme -- 2.2 Group Signature Scheme -- 2.3 Ring Signature Scheme -- 2.4 Conditional Privacy-Preserving Authentication Scheme (CPPA) -- 2.5 Blockchain-Based Authentication Schemes -- 3 Literature Survey -- 3.1 Traditional Digital Signature Scheme -- 3.2 Group Signature-Based Authentication Scheme -- 3.3 Ring Signature-Based Authentication Scheme -- 3.4 Threshold Signature-Based Authentication Scheme -- 3.5 Conditional Privacy-Preserving Authentication Scheme -- 4 Discussion -- 5 Conclusion and Future Work -- References.
Exploring Machine Learning Models for Age Recognition -- 1 Introduction -- 2 Related Work -- 3 Material and Methods -- 3.1 Dataset -- 4 Building a Balance Dataset -- 4.1 Feature Extraction from the Image -- 5 Implementation of Age Detection Models -- 6 Evaluation and Model Performance -- 6.1 Comparison Using Confusion Matrix -- 6.2 Summary of the Performance of Three Models -- 6.3 Performance of the Convolutional Neural Networks -- 6.4 Summary of Supervise Learning Models -- 7 Conclusion -- 8 Future Works and Recommendations -- References -- Novel Authentication Scheme to Increase Security of Vehicular Ad Hoc Networks -- 1 Introduction -- 1.1 Security Architecture -- 1.2 Technologies for Security Improvement -- 2 Literature Review -- 3 Research Methodology -- 4 Result and Discussion -- 5 Conclusion -- References -- A Study on the Working of Swarm-Based Metaheuristic Algorithms Using Theoretical Framework -- 1 Introduction -- 2 Swarm Intelligence -- 3 Proposed Theoretical Framework -- 4 Swarm-Based Metaheuristic Algorithms -- 4.1 Spotted Hyena Optimization (SHO) [7] -- 4.2 Harris Hawk Optimization (HHO) [12] -- 4.3 Seagull Optimization Algorithm (SeOA) [8] -- 4.4 Sailfish Optimizer (SO) [29] -- 4.5 Sooty Tern Optimization Algorithm (STOA) [6] -- 4.6 Sandpiper Optimization Algorithm (SOA) [16] -- 4.7 Golden Eagle Optimizer (GEO) [22] -- 4.8 Northern Goshawk Optimization (NGO) [5] -- 4.9 Red Fox Optimization (RFO) [25] -- 4.10 Chameleon Swarm Algorithm (CSO) [2] -- 4.11 Gannet Optimization Algorithm (GOA) [24] -- 5 Limitations of the Proposed Framework -- 6 Challenges -- 6.1 Swarm Size -- 6.2 Exploration-Exploitation Trade-Off -- 6.3 Parameter Tuning Using Sensitivity Analysis -- 6.4 Applicability Toward Large-Scale Real-World Problems -- 6.5 Lack of Theoretical Understanding -- 7 Conclusion and Future Directions -- References.
Financial Fortunes: A Stock Price Prediction Using LSTM -- 1 Introduction -- 2 Background -- 2.1 FINVIZ -- 2.2 Reddit API -- 3 Literature Review -- 4 System Design and Solution -- 4.1 Methods and Methodology -- 4.2 Algorithm -- 5 Implementation -- 6 Results and Discussion -- 7 Conclusions and Future Scope -- References -- Utilization of Data Mining in Spatial Analysis of Displacement Crisis in Iraq -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 4 Results and Discussion -- 4.1 Spatial Analysis of the Displacement Crisis in Iraq Between 2014 and 2017 -- 5 Conclusion and Future Scope -- References -- Integrating Multimodal Data for Parkinson's Disease Prediction: An Ensemble Approach -- 1 Introduction -- 2 Related Works -- 2.1 Application of CNNs for Advanced Drawing Analysis -- 2.2 The Synergy of AI and the Spiral Test for PD Diagnosis -- 2.3 AI-Driven Drawing Evaluation for Disease Detection -- 3 System Design -- 3.1 Parkinson's Disease Speech Dataset Analysis -- 3.2 Parkinson's Disease Drawings Dataset Analysis -- 3.3 Multimodal Ensemble Approach -- 4 Ensemble Method of Averaging -- 4.1 Drawing Dataset -- 4.2 Multimodal Ensemble Approach -- 5 Conclusion -- References -- Mental Health Assessment Using EEG Sensor and Machine Learning -- 1 Introduction -- 2 Literature Review -- 3 Utilization of Machine Learning for Heart Failure Prediction and Diagnosis -- 4 Datasets and Evaluation Metrics -- 5 Results and Discussion -- 6 Conclusion -- References -- Enhancing Patterns Accessibility for Visually Impaired Programmers -- 1 Introduction -- 2 Related Work -- 3 Development Process of Pattern Reader -- 3.1 Problem Identification -- 3.2 Design -- 4 Experiment Design -- 4.1 Procedure -- 4.2 Analysis -- 4.3 Result -- 4.4 Participant Experience -- 5 Future Work -- 6 Conclusion -- References.
Lung and Colon Cancer Detection: Advancing Automated Diagnosis Through Deep Learning -- 1 Introduction -- 2 Literature Survey -- 3 LC25000: De-identified Lung and Colon Tissue Images for Cancer Research -- 4 Research Proposal -- 5 Scope and Objective of Research -- 6 Conclusion -- References -- Detection of Micro and Macro Nutrient Deficiency in Okra (Abelmoschus Esculentus L) Plant Leaves Using Machine Learning Approach -- 1 Introduction -- 2 Background -- 3 Work Plan -- 4 Results and Discussion -- 5 Future Scope -- 6 Conclusion -- References -- Empowering Aspiring Artists: A Machine Learning-Powered Carnatic Music Tutor -- 1 Introduction -- 2 Related Work -- 2.1 Raga Classification Methods -- 2.2 Other Audio Analysis Techniques -- 3 Proposed Methodology -- 3.1 Pre-processing -- 3.2 Note Identification -- 3.3 Raga Identification -- 3.4 Lyric Extraction -- 3.5 Video Generation -- 3.6 Evaluation -- 4 Experimental Results and Discussion -- 4.1 Note Identification -- 4.2 Raga Identification -- 4.3 Lyrics Extraction -- 5 Conclusion -- References -- Image Denoising Using Autoencoder: Utilizing Deep Learning and Autoencoder Techniques to Enhance Natural Images by Eliminating Noisy Pixels and Grains -- 1 Introduction -- 2 Literature Survey -- 3 Methodology -- 3.1 Dataset -- 3.2 Image Denoising Using CNN -- 3.3 Network Architecture -- 4 Experimental Results and Analysis -- 5 Conclusion -- References -- An IoT-Based Animal Health Monitoring System -- 1 Introduction -- 2 Background -- 3 Proposed Methodology -- 3.1 Block Diagram -- 3.2 Hardware Requirements -- 3.3 Software Requirements -- 4 Results -- 5 Conclusion -- References -- Experimental Analysis of Four Gamma Correction Variants on Brain Tumor Images -- 1 Introduction -- 2 Variants of Gamma Correction -- 2.1 Adaptive Gamma Correction Image Enhancement (AGCIE).
2.2 Adaptive Gamma Correction and Color Preserving Framework (AGCCPF).
Record Nr. UNINA-9910878991603321
Hassanien Aboul Ella  
Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Innovative Computing and Communications : Proceedings of ICICC 2024, Volume 6
Innovative Computing and Communications : Proceedings of ICICC 2024, Volume 6
Autore Hassanien Aboul Ella
Edizione [1st ed.]
Pubbl/distr/stampa Singapore : , : Springer, , 2024
Descrizione fisica 1 online resource (761 pages)
Disciplina 004
Altri autori (Persone) AnandSameer
JaiswalAjay
KumarPrabhat
Collana Lecture Notes in Networks and Systems Series
ISBN 981-9742-28-5
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910896184903321
Hassanien Aboul Ella  
Singapore : , : Springer, , 2024
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Innovative Computing and Communications : Proceedings of ICICC 2024, Volume 2 / / edited by Aboul Ella Hassanien, Sameer Anand, Ajay Jaiswal, Prabhat Kumar
Innovative Computing and Communications : Proceedings of ICICC 2024, Volume 2 / / edited by Aboul Ella Hassanien, Sameer Anand, Ajay Jaiswal, Prabhat Kumar
Autore Hassanien Aboul Ella
Edizione [1st ed. 2024.]
Pubbl/distr/stampa Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024
Descrizione fisica 1 online resource (662 pages)
Disciplina 621.382
Altri autori (Persone) AnandSameer
JaiswalAjay
KumarPrabhat
Collana Lecture Notes in Networks and Systems
Soggetto topico Telecommunication
Internet of things
Machine learning
Artificial intelligence
Communications Engineering, Networks
Internet of Things
Machine Learning
Artificial Intelligence
ISBN 9789819735914
9789819735907
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Intro -- Preface -- Steering Committee -- Contents -- Editors and Contributors -- Bangladeshi CF Guard: Unveiling Bangladeshi Counterfeit Currency Through Transfer Learning -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Security Features' Analysis -- 3.2 Data Collection -- 3.3 System Architecture -- 4 Result and Discussion -- 4.1 Experimental Outcomes -- 4.2 Discussion -- 5 Conclusion -- 5.1 Conclusion -- 5.2 Limitations and Future Work -- References -- Recognition of Sign Language Using Hybrid CNN-RNN Model -- 1 Introduction -- 2 Literature -- 3 Proposed Method -- 3.1 Preprocessing -- 3.2 Classification and Recognition -- 3.3 Proposed Work -- 4 Evaluation Strategies -- 4.1 Dataset -- 5 Experiment and Result -- 5.1 Dataset I -- 5.2 Dataset II -- 6 Conclusion and Future Direction -- References -- Nanotech Drones: An Investigation of Air Quality Index in Environment -- 1 Introduction -- 2 Materials and Methods -- 2.1 Materials -- 3 Discussions and Results -- 3.1 Air Quality Index -- 3.2 Working of Nanotech Drone -- 4 Conclusion -- References -- Systematic Vulnerability Assessment: Mapping Architecture Flow and Ranking Components for Vulnerability in Connected Automated Vehicles -- 1 Introduction -- 2 Literature Review -- 3 Architectural Flow -- 4 Scoring Criterion -- 5 Score Analysis -- 6 Results and Discussions -- 7 Conclusions -- References -- AI and Blockchain in Food and Beverage: Marketing 5.0 Approach -- 1 Introduction -- 2 Literature Review -- 2.1 Starbucks Advanced Advertising -- 2.2 Digital Promotion -- 2.3 Marketing 5.0 -- 2.4 Applications of Blockchain Technology in F& -- B Industry -- 3 Methodological Framework -- 3.1 Exploring Knowledge Through Group Discussions -- 3.2 Quantitative and Qualitative Analysis of Content -- 3.3 The Analytical Cognizance of Content Scrutiny -- 4 Results.
5 Conclusion and Recommendations for Further Research -- References -- A Deep Learning-Based Cervical Tumor Classification System for Telehealthcare Monitoring -- 1 Introduction -- 2 Literature-Related Works -- 3 Stages of Prior Cervical Cancer -- 4 Class Activation Map (CAM) -- 5 System Methodology -- 5.1 Analyzing Prior Tumor Infiltration Evidence -- 5.2 DCNN Based on Prior Evidence -- 6 Experimental Findings -- 6.1 Improvement of Prediction Based on Prior Evidence -- 6.2 Staging Methods for Cervical Cancer Compared to Others -- 7 Conclusion -- References -- Big Data-Driven Intelligence Healthcare Framework for Smart Citizen -- 1 Introduction -- 1.1 The Importance of Big Data -- 1.2 Intelligent System for Healthcare -- 2 Background and Related Work -- 2.1 Digitization of Healthcare and Big Data -- 2.2 Technologically Advanced Urban Areas (Modern City) -- 2.3 Optimal Health -- 3 Dimensional Framework Paradigm -- 3.1 Advanced Healthcare Technologies -- 4 Proposed Intelligent Healthcare System -- 5 Pros, Cons, and Application -- 6 Conclusion -- References -- Smart Device with Arduino Controller for Home Inverter -- 1 Introduction -- 2 Design of Proposed System -- 2.1 Mathematical Analysis of Proposed System -- 2.2 Mathematical Calculations of Proposed System -- 2.3 Algorithm and Flowchart -- 3 Hardware Results and Discussions -- 4 Conclusion -- References -- Feature Selection with Particle Swarm for Improved Classification on High-Dimensional Datasets -- 1 Introduction -- 2 Literature Survey -- 2.1 PSO-Based Approaches -- 2.2 ACO-Based Approaches -- 2.3 FA-Based Approaches -- 2.4 GWO-Based Approaches -- 2.5 SSO-Based Approaches -- 3 Proposed Methodology -- 3.1 PSO-Based Feature Selection -- 3.2 PSO Pseudocode -- 4 Experimental Results -- 4.1 Dataset -- 4.2 Comparative Analysis -- 4.3 Statistical Analysis -- 4.4 Runtime Computation (min:sec:milli_sec).
5 Conclusion -- References -- Breast Cancer Prediction Using Hybridization of Machine Learning and Optimization Technique -- 1 Introduction -- 2 Literature Survey -- 2.1 Previous Work Done Using Machine Learning Classifiers -- 2.2 Previous Work Done Using Deep Learning -- 2.3 Previous Work Done Using Optimization Techniques -- 2.4 Previous Work Done Using Genetic Algorithm -- 3 Methodology -- 3.1 Classifiers Used -- 3.2 Dataset Used -- 3.3 Optimization Technique Used -- 3.4 Parameters Setting -- 3.5 Implementation -- 4 Results and Discussion -- 5 Conclusion and Future Work -- References -- Securing Pictorial Data Transfer Through a Novel Digital Image Encryption Method -- 1 Introduction -- 2 Proposed Work -- 3 Structure of Encryption -- 4 Concept of Decryption -- 5 Pictorial Representation -- 6 Comparison with Visual Cryptography -- 7 Conclusion -- Appendix -- The idea of rotating matrices -- References -- IoT Routing Reimagined: Dynamic Phantom Routing with ACO for Efficient Source Location Privacy -- 1 Introduction -- 1.1 Contributions -- 1.2 Organization -- 2 Related Works -- 3 Problem Statement -- 4 Proposed System -- 4.1 Network Condition-Based Dynamic Phantom Node Selection (NCDPNS) -- 4.2 Bio-inspired Algorithm-Aided Multi-path Selection-Based Routing (BAMSR) -- 5 Results -- 6 Conclusion and Future Work -- References -- Deep Learning-Based Evaluation of ICU Requirements in COVID-19 Cases -- 1 Introduction -- 2 Related Works -- 3 Overview the Proposed System -- 4 Methodology -- 5 Experimental Results -- 6 Discussion -- 7 Conclusion -- References -- Deep Learning-Based Tea Fermentation Grading -- 1 Introduction -- 2 Related Work -- 3 Methods and Materials -- 4 Evaluation -- 5 Results -- 6 Comparison -- 7 Conclusion -- 7.1 Statements and Declarations -- References.
An Exploratory Study of the Relationship Between Students' Positive Attitudes Toward Artificial Intelligence and Computational Thinking Needed in the 6G Communications' Era -- 1 Introduction -- 2 Methodology -- 2.1 Survey Procedure and Survey Participants -- 2.2 Questionnaire Items -- 2.3 Analysis Procedure -- 3 Results -- 3.1 Preliminary Analysis -- 3.2 Descriptive Statistics of Positive Awareness of AI and Computational Thinking -- 3.3 Results of Logistic Regression Analysis -- 4 Discussions -- 4.1 Implications for Educational Program Development -- 5 Conclusion -- References -- Optimization of Double-Tuned Mass Dampers via Jaya Algorithm -- 1 Introduction -- 2 Methodology -- 3 The Numerical Example -- 4 Conclusion -- References -- Application of Wavelet Packet Transform for Detecting Bearing Issues -- 1 Introduction -- 2 History of Motor Vibration Data -- 3 Time-Frequency Domain Analysis -- 3.1 Analysis Based on DWT -- 3.2 Analysis Based on WPT -- 4 Results and Discussion -- 4.1 DWT-Based Frequency Range Determination of Outer Race Defect -- 4.2 WPT Based on Frequency Range Determination of Outer Race Fault -- 5 Conclusion and Future Scope -- References -- Detection of Potholes in Roads Using Siamese Neural Network for Safe Transportation -- 1 Introduction -- 2 Literature Survey -- 3 Methods and Technology Used -- 3.1 Dataset -- 3.2 Siamese Neural Network -- 3.3 Contrastive Loss Function -- 3.4 Training & -- Testing Set -- 3.5 Proposed Methodology -- 4 Results and Analysis -- 5 Conclusion -- References -- On the Security of Privacy-Preserving Bilateral Attribute-Based Encryption -- 1 Introduction -- 1.1 Our Contribution -- 2 The Scheme Presented by Sun et al. -- 2.1 System Model -- 2.2 Algorithms -- 2.3 Detailed Scheme -- 3 Cryptanalysis of the Scheme -- 3.1 Violating Receiver Privacy -- 3.2 Violating Sender Privacy -- 4 Conclusion.
References -- Analyzing the Financial Performance of Corporate Social Responsibility Using Machine Learning-Enabled Financial Enterprise Model -- 1 Introduction -- 2 Related Work -- 3 Proposed Method: Machine Learning Using a Financial Enterprise Model -- 4 Result and Discussion -- 5 Conclusion -- References -- A Survey on Driver Monitoring System Using Computer Vision Techniques -- 1 Introduction -- 2 Motivation -- 3 Literature Review -- 4 The Proposed System -- 4.1 Drowsiness Detection -- 4.2 Gaze Detection -- 4.3 Activity Recognition -- 4.4 Emotion Recognition -- 5 Conclusion -- References -- ICT-Based Smart Cities Planning: A Case Study of Rashid Camp -- 1 Introduction -- 2 Smart City: A Contemporary Revolution for Urban Space Management -- 3 The Geographic Information System (GIS) and Remote Sensing (RS): Smart Planning Support Tool -- 4 Description of the Case Study Al-Rashid Camp -- 5 Methodology and Approach -- 6 Results and Discussion -- 7 Conclusion -- References -- Detection of Hate Speech Using Ensemble Models -- 1 Introduction -- 2 Related Works -- 3 Experimental Setup and Proposed Methodology -- 3.1 Datasets -- 3.2 Data Collection and Preprocessing -- 3.3 Models -- 3.4 Classifier Evaluation -- 4 Result and Discussion -- 4.1 Model Training and Evaluation Metrics -- 5 Result and Discussion -- 6 Conclusion -- References -- Development of Dermatological Lesion Detection System Using EfficientNet with Fairness Evaluation -- 1 Introduction -- 2 Literature Survey -- 3 Proposed Work -- 3.1 Methodology Flowchart -- 3.2 Algorithm Used -- 3.3 Proposed Model's Pseudocode -- 3.4 Steps Followed -- 4 Experimental Results and Discussion -- 4.1 Dataset Used -- 4.2 Performance Assessment -- 4.3 Performance Comparative Analysis -- 5 Conclusion -- References -- Quantum Computing's Path to Supremacy: Progress in the NISQ Epoch -- 1 Introduction.
2 The History of Quantum Computing.
Record Nr. UNINA-9910878065203321
Hassanien Aboul Ella  
Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024
Materiale a stampa
Lo trovi qui: Univ. Federico II
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Innovative Computing and Communications : Proceedings of ICICC 2024, Volume 5 / / edited by Aboul Ella Hassanien, Sameer Anand, Ajay Jaiswal, Prabhat Kumar
Innovative Computing and Communications : Proceedings of ICICC 2024, Volume 5 / / edited by Aboul Ella Hassanien, Sameer Anand, Ajay Jaiswal, Prabhat Kumar
Autore Hassanien Aboul Ella
Edizione [1st ed. 2024.]
Pubbl/distr/stampa Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024
Descrizione fisica 1 online resource (698 pages)
Disciplina 004
Altri autori (Persone) AnandSameer
JaiswalAjay
KumarPrabhat
Collana Lecture Notes in Networks and Systems
Soggetto topico Telecommunication
Cooperating objects (Computer systems)
Internet of things
Artificial intelligence
Communications Engineering, Networks
Cyber-Physical Systems
Internet of Things
Artificial Intelligence
ISBN 981-9741-49-1
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910890193103321
Hassanien Aboul Ella  
Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024
Materiale a stampa
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