2024 14th International Conference on Cloud Computing, Data Science & Engineering (Confluence) : Amity University, Noida, India, 18-19 January 2024 / Sañjīva Ṭhākura, editor.

Format:

Book

Contributor:

Ṭhākura, Sañjīva, editor.

Language:

English

Subjects (All):

Computer engineering--Congresses.

Computer engineering.

Physical Description:

1 online resource : illustrations

Place of Publication:

[Place of publication not identified] : IEEE, 2024.

Contents:

A Framework for Personality Prediction for E-Recruitment Using Machine Learning Algorithms

Al and Digital Twins Transforming Healthcare loT

Evaluating Emotional Detection & Classification Capabilities of GPT-2 & GPT-Neo using Textual Data

Fuzzy and Spiking Neural Network-based Secure Data Exchange Framework for Autonomous Vehicle

Predictive Maintenance for Industrial Equipment: Using XGBoost and Local Outlier Factor with Explainable Al for analysis

AIGuard; Criminal Tracking in CCTV Footage using MTCNN and ResNet Smart City Traffic Control System: A Literature Review

Development of Al Based Autism Detection System

EnvisionText: Enhancing Text Recognition Accuracy through OCR Extraction and NLP-based Correction

IOT based Real-time Monitoring System for precision Agriculture

Comparative Evaluation of Large Language Models for Abstractive Summarization

Framework for Enhancing Customer Service Advisor Training through Gamification

A Survey of Text-to-image Diffusion Models in Generative Al

EMPATHIC: Emulating Human-like Multimodal Personality Architecture Through Thoughtful Human-AI Conversation

Al Powered Multilingual Meeting Summarization

Explainable Al for CNN-LSTM Network in PCG-Based Valvular Heart Disease Diagnosis

Implementation of a Prediction System for Heart Failure Mortality Using an Artificial Intelligence Model

Machine Learning models for Parkinson's Detection using features of speech

Implementation of a Web Application to Improve the Collection Management of Means of Payment of a Train Station in the City of Lima

Implementation of a Web-Based System to Improve the Appointment Process in a Clinic

Algorithms & Software

Smart Contract-Enabled Blockchain Framework for Electronic Medical Health Records

A Mathematical Model for the Selection of Software Requirements Elicitation Techniques

Unlocking Security: A Comprehensive Exploration of Biometric Authentication Techniques

Improving Design Accuracy of a Finite Impulse Response Fractional Order Digital Differentiator Filter Using Quantum-inspired Evolutionary Algorithm

Cookie Analysis Using Web Crawling and Web Scraping

Sentiment Analysis on Screen Time Usage of Children: A Comparative Analysis

Optimizing Renewable Energy Integration: A Novel PSO-ADP Control Scheme for Enhanced Energy Storage System Performance

Developing a GPT-based text extraction model for cancer information

Implementation of an Ethical Hacking Control Focused on Phishing to Optimize Computer Security in Credinka

Implementation of an Information Security Management System to Improve the IT Security of an Agricultural Tool Manufacturing Company

Implementation of an ISMS based on ISO/IEC 27001:2022 to improve Information Security in the Internet Services Sector

Big Data & Data Mining

Two LP modes MDM incorporated FSO system under fog and turbulent effects

Navigating the Data Deluge: A Comprehensive Examination of Recommendation Systems in Real-World Applications

A Case Study of Big Data Processing in the Cloud Environments with Insights into Advantages. Tools, and Techniques

Analysis of Density-Based Clustering Algorithm Variants on Real-World and Gaussian Motion Datasets

Statistical Analysis and Decision making Strategy for Complete Blood Count Parameters as a Screening in Microcytic Anemia

Improved Cat Swarm Optimization to solve Premature Convergence in Partitional Clustering

Amazon Product Recommendation System using Apache Spark

Smartphone Data Analysis for Nomophobic Behavior among University Students during Lockdown in India

A Prediction Model for Synthetic Time Series Meta Data Fusion

Cloud Computing & Virtualization

Biometric based Secure Edge-Cloud Communication Protocol

A Two-Factor Authentication Mechanism using a Novel OTP Generation Algorithm for Cloud Applications

Hybrid Visual Verification

Hybrid Approach for Virtual Machine Utilization Prediction in Cloud Environment.

COCAME; A Computational Offloading in Cloud Assisted Mobile Environments Structure to Enhance Performance and Energy

A Novel Approach of Particle Swarm and ANT Colony Optimization for Task Scheduling in Cloud

Evaluating the Effectiveness of Google Cloud Platform Against a Web Server

Real-time Health Monitoring of Patients in Emergencies Through Machine Learning And loT Integrated With Edge Computing

Vampire Bat Inspired Energy Efficient Protocol for Heterogeneous Wireless Sensor Networks

Optimizing Task Scheduling for Energy Aware Networks

Lip Reading Into Text Using Deep Learning

Skin Cancer Classification using Convolutional Neural Network with DWT Features

Two Birds with One Stone: A Dense Attentive GAN-based Model for Detecting Alzheimer's and Parkinson's Disorders

CyberGuard - Guarding Against Deceptive Websites

An optimized neural network model to predict milk quality

LISTENBOT: Augumented Reality Based Speech to Sign Language Conversion

Surgical Skills Classification using Deep Learning Models: A Comprehensive Survey

Intelligent system for detection of intrusion in imbalanced network traffic

WAN architecture in IPv4 to WAN on IPv6 for Increasing Public Pool in a Corporate Network in Peru

An Efficient Deep Learning Model for Embryo Classification

A Review of Real-Time Sign Language Recognition for Virtual Interaction on Meeting Platforms

Gesture-Controlled Virtual Mouse and Finger Air Writing

Evaluation of CNN Models for Alzheimer's Classification using MRI Images

Diabetic Retinopathy Prediction based on CNN and AlexNet model

A Light-Weight CNN-based Approach for Early Detection of Alzheimer Disease

C-SPIN: Classification of Satellite Images for Prediction Network

Multi-Object Detection in 3D Point Cloud's Range Image using Deep-Learning Technique

GRU-Enhanced Decoding by Lightweight Transformer for Image Captioning

Diabetic Retinopathy Detection using Deep Learning Framework and Explainable Artificial Intelligence Technique

Symptom-based Disease Prediction Using Machine Learning

Comparative Analysis of Deep Learning Models for Potato Leaf Disease Detection Early Prediction Of Rice Leaf Disease Using Deep Neural Network Models

Empirical Analysis of Deep Learning Models for Tomato Leaf Disease Detection

Impact of Colour Image and Skeleton Plotting on Sign Language Recognition Using Convolutional Neural Networks (CNN)

Classification of Left/Right Hand Movement from EEG Signal by Empirical Mode Decomposition with Ensemble of classifiers

GIS-based image processing for farmland site selection: An Eastern Himalayan Region perspective

An Approach to Integration of Gait and Fingerprint Features for Advanced Biometric Recognition Technology

Transforming Multiclass to Multilabel; Advanced Approaches in Image Classification

Harmonizing Emotions; A Fusion of Facial Emotion Recognition and Music Recommendation System

Automatic detection of hypernasality in cleft palate speech using phase feature

Comparative Analysis of Two Approaches Utilizing Different Classification Algorithms Combined with CNN for Pneumonia Prediction in Chest X-Rays

Ouora Question Sincerity Detection using BERT-based framework

Decentralized Energy Consumption Analysis Framework for Coordinated EVs Charging

Blockchain-based Decentralized Application for Telesurgery in Metaverse Environment

The Transformative Power of Robotic Process Automation; Redefining Business in Industry 4.0

A Three-Tier Architecture Framework with Blockchain Integration to Improve the Security in Healthcare Applications

Robotic 3D Printing for Customized Industrial Components: loT and Al-Enabled Innovation

Assured Unlock A mobile App for Dual-Layer Encryption to enhance data security

Temporal and Sentimental Analysis of Customer Reviews

Dynamics of Cyberbullying on Twitter; ML Detection Models and the Catalytic role of Tweets engagement metrics

Fake News Detection using Boosting Ensemble Method

Deciphering smells from SMILES notation of the chemical compounds: A deep learning approach

Machine Learning Based Surrogate Models for the Prediction of Construction Project Duration

Enhanced Pothole Detection using YOLOvs and Federated Learning

A Novel Deep Learning Based Approach For Detecting And Localization Of Pulmonary Cancer

Machine Learning for Cloud-Based DDoS Attack Detection; A Comprehensive Algorithmic.

Evaluation

Harnessing the Potential of Light Gradient Boosting Machine for Accurate Diagnosis of Schizophrenia from EEG Signals

An Analytical Comparison of Statistical and Machine Learning Approaches for Time Series Data Analysis

An Analysis of Machine Learning Algorithms for Chronic Kidney Disease Prediction

Deepfakes - generating synthetic images, and detecting artificially generated fake visuals using deep learning

SVM based risk estimation in heart disease prediction

A Combined Utilization of Machine Learning and Pre-Attack Analysis to Provide a Protection Framework for Ransomware Attack

Classification of Type2-diabetes using an ensemble deep learning model CNN-LSTM

SkinSage - Lesion Diagnosis using Deep Learning Techniques

An analysis of object detection in bad weather conditions using deep models

Optimizing YouTube Spam Detection with Ensemble Deep Learning Techniques

Minimize Resource Cost for Containerized Microservices under SLO via ML-Enhanced Layered Oueueing Network Optimization

Classifying Dog Emotions Using Transfer Learning and Pre-trained Models

Multi-agent Reinforcement Learning for Safe Driving in On-ramp Merging of Autonomous Vehicles

Lunar Ejecta Pattern Detection and Analysis Using Faster R-CNN and GAN

Augmentation

Alzheimer's Dementia and its various biomarker details with several detection methodologies - A Comprehensive Review

Multiclass Classification of Glioblastoma and Medulloblastoma Tumors using Machine Learning

Cognitive Wellness Assessment: A Comprehensive Review of Deep Learning and Machine Learning Approaches for Mental Stress Detection in the Digital Age

Augmenting Clinical Decisions with Deep Learning Lung Cancer Image Abnormality Segmentation

Enhancing Migraine Diagnosis and Classification with TabNet: A Data-Driven Approach

Multi-Sensory Stress Detection System

A Framework for Abstractive Text Summarization using Hugging Face Transformers

MRI based Health Detection using Machine Learning Techniques

Impact of attention on visual attention analysis

Artificial Intelligence-based Approach for Classification and Prediction of Mental Health

Speaker Identification using various machine learning algorithms

Unmasking Pneumonia with Deep Learning: Enhancing Medical Diagnosis through Advanced Al Models

Evaluating CNN-BiLSTM Models for LOD Predictions

Digital Health Services with Special Reference to Adoption of m Health Applications

Optimizing Species Recognition in Medicinal Plants: A Comprehensive Evaluation of Deep Learning Models

Deep Learning for Parkinson's Disease Detection: An Analytical Study

A Comprehensive Study on Mitigating Synthetic Identity Threats using Deepfake Detection Mechanisms

Forecasting Higher Heating Value of Biomass Fuels based on Ultimate Analysis using various Deep Learning Frameworks

Campus Surveillance: Deep Learning-Based Rules Violation Detection

Model to predict incoming tech support demand in a banking company applying CRISP-DM and machine learning

Deep Learning Techniques in Liver Segmentation Evaluating U-Net. Attention U-Net. ResNetso. and ResUNet Models

Machine Learning Techniques for Twitter Spam Detection; Comparative Insights and Real-Time Application

Plant Disease Recognition Using Different CNN Models

A Novel O-LEARNING Framework for Type-ll Diabetes Prediction

Disease prediction based on symptoms using ensemble and hybrid machine learning models

Performance Evaluation of Support Vector Machines and AdaBoost-SVM for Lung Nodule Identification in Chest Radiographs

Binary Image Classification Using Machine Learning and Deep Quantum Neural Networks

Performance Comparison of Overlapping Sound Event Detection Methods

Advanced Detection of Driver Drowsiness Detection using CNN-LSTM Robust Approach

Deep Learning-based Approach for calorie estimation in indian foods

Segmentation and classification of lung tumor analysis using Lu-net with BBH optimizer

Advanced NID-VGG16 with Orca Predation Optimization based lDCNN-BiLSTM for Network Intrusion Detection

Enhancing Brain Tumor Diagnosis with Generative Adversarial Networks

Zero Day Attack Detection and Simulation through Deep Learning Techniques

Deep Leaning-based Al model for Road Detection

Leveraging machine learning algorithm for predicting personality traits on twitter

Forex Analysis on USD to INR Conversion: A Comparative Analysis of Multiple Statistical and Machine Learning Algorithms

Sign Language Recognition using Convolutional Neural Network

Optimized hybrid model framework for breast cancer classification

Revolutionizing Pandemic Healthcare: Mask Detection and Patient Face Recognition

Deep Learning Based Classification of the Big Four Snake Species Using Visual Features

Comparison of Deep Learning Methods for Detecting Brain Tumor.

Performance Comparison of Machine Learning Algorithms for Parkinson's Disease Detection

Remaining Useful Life Prediction of Ball Bearings Using Deep Learning Techniques

Advancing Agriculture: Plant Disease Classification through Cutting-Edge Deep Learning Techniques

Biometric Facial Recognition System and Expression Classifier using Deep Learning

Implementation of Text-to-image Generators in the Development of the Usability Interface for the Construction of a Web Page.

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

9798350344837