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Papers tagged with "Predict"
Ensemble Machine Learning For NIFTY-50 Price Forecasting And Trend Classification: A Flask-Deployed Decision Support System
Stock Market Forecasting Poses A Significant Challenge Due To The Non-linear, High-volatility Nature Of Financial Time Series. This Paper Presents An End-to-end Machine Learning Pipeline For Predicting NIFTY-50 Closing Prices And Next-day D...
Legal Judgment Prediction System Using Machine Learning
This Research Describes The Design And Implementation Of A Machine Learning-based Legal Judgment Prediction System That Includes Past Case Retrieval And Legal Reasoning Methods. Traditional Legal Research Relies On Manual Case Analysis And...
DEEP LEARNING-DRIVEN PREDICTIVE MAINTENANCE FOR ARTIFICIAL YARN MACHINE WITH REAL-TIME IOT DEPLOYMENT
Predictive Maintenance Has Emerged As A Critical Requirement In Modern Textile Manufacturing To Minimize Machine Downtime And Improve Operational Efficiency. This Research Presents A Deep Learning–based Predictive Maintenance System For Art...
CONSEQUENCE INTELLIGENCE ENGINE FOR PREDICTING DECISION IMPACT IN COMPLEX SYSTEMS
Strategic Decision-making In Complex Organizational Environments Is Inherently Associated With Risk And Uncertainty. Despite Widespread Adoption Of Decision Support Systems, Most Existing Tools Focus On Structuring Decisions Rather Than Pre...
EPILEPTIC SEIZURE RISK ANALYSIS USING EEG SIGNALS
Epileptic Seizure Is A Sudden Neurological Event Caused By Abnormal Electrical Activity In The Human Brain. These Events Can Significantly Disrupt Patient Safety And Quality Of Life. Early Prediction Of Such Events Is Essential For Enabling...
AN INTERPRETABLE FINANCIAL DECISION SUPPORT SYSTEM FOR LOAN APPROVAL USING DATA ANALYTICS
The Process Of Loan Approval Plays A Vital Role In Financial Institutions, Requiring Accurate And Timely Decision-making. Traditional Systems Rely Heavily On Manual Evaluation, Which Often Leads To Inconsistency And Delays. This Study Prese...
LOAN APPROVAL SYSTEM USING MACHINE LEARNING SCORING
This Paper Presents LoanAI, A Machine Learning-based Loan Approval System Designed To Address Financial Exclusion Among Young Borrowers Lacking Traditional Credit History. The System Evaluates Creditworthiness Using Bank Transaction Data Su...
Live Cryptocurrency Market Dashboard With Machine Learning-Based Price Prediction And RSI Signal Generator
Cryptocurrency Markets Are Highly Volatile And Change Rapidly, Which Makes Price Prediction And Decision- Making Difficult For Investors. This Project Presents A Live Cryptocurrency Market Dashboard That Provides Real-time Market Visualizat...
An AI-Based Medical ChatBot For Infectious Disease Prediction Using Multi-Layer Perceptron
The Rapid Growth Of Digital Health Technologies Has Created New Opportunities For Accessible And Early Disease Detection. This Project Proposes An Intelligent Chatbot-based System Capable Of Providing Preliminary Disease Diagnosis Using Mac...
AI-Based Intelligent Multi-Disease Prediction System Using Adaptive Symptom Analysis - A Comparative Study Of Supervised Learning Algorithms For Clinical Disease Classification
The Integration Of Artificial Intelligence Into Clinical Healthcare Settings Has Gained Remarkable Momentum Over The Past Decade, Offering Unprecedented Opportunities To Augment Diagnostic Capabilities And Extend Medical Reach To Underserve...
ASTRA SHIELD - Advanced Satellite Tracking And Risk Analysis
The Rapid Increase In Satellite Launches And Orbital Debris Has Raised Critical Challenges In Ensuring Collision-free Operations And Efficient Launch Scheduling. ISO-AI Lite Is A Lightweight, Explainable Artificial Intelligence Pipeline Des...
SALESFORCE-BASED AI HEALTH SUPPORT FOR CUSTOMER RELATIONSHIP MANAGEMENT(CRM) USING NLP AND PREDICTIVE ANALYTICS
Healthcare Smart Support Is An Artificial Intelligence (AI)–based Healthcare Support Management System Developed Using The Salesforce Customer Relationship Management (CRM) Platform And A Python-based Natural Language Processing (NLP) Engin...
ENHANCING STOCK PRICE FORECASTING ACCURACY USING COMPOSITIONAL RNN
Predicting Stock Prices Accurately Is Essential For Making Well-informed Decisions In Erratic Financial Markets. This Paper Introduces A Compositional Deep Learning Framework For Multivariate Time-series Forecasting That Integrates Three RN...
Dynamic IT Support System With Intelligent Triage And Operational Memory
Modern Office IT Environments Are Highly Complex And Often Experience Unexpected System Failures That Impact Productivity And Increase Operational Costs. Traditional IT Support Systems Follow A Reactive Approach, Where Issues Are Addressed...
The Breast Cancer Recurrence Prediction
Breast Cancer Recurrence Remains One Of The Most Critical Challenges In Long-term Oncology Care, Posing Significant Risks Even After Successful Primary Treatment. While Advances In Early Diagnosis And Therapeutic Interventions Have Improved...