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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...

AM Biofertilizer And Sustainable Resource Management For Arid Land Cultivation Practice

Arbuscular Mycorrhiza (AM) Plays A Crucial Role To Combat The Water Stress Condition In Dry Land For The Host Plants. More Than 80% Of The Angiosperm Plants Are AM Infected Symbiotically. So, The Use Is Beneficial And Application Is Very Cr...

CHRONIC KIDNEY DISEASE PREDICTION USING MACHINE LEARNING ENSEMBLE ALGORITHM

Chronic Kidney Disease (CKD) Is A Non-communicable Illness That Affects A Significant Portion Of The Global Population. Major Risk Factors Include Diabetes, Hypertension, And Cardiovascular Disorders. CKD Often Remains Asymptomatic In Its E...

Intelligent Resume Analyzer: A Machine Learning Approach For Automated Resume Screening And Candidate Evaluation

We Spent A Fair Amount Of Time Watching How Recruiters Actually Screen Resumes Before Building This. What Struck Us Was Not The Speed — Six To Eight Seconds Per Resume Is Well-documented [1] — But How Much Of That Time Went To Things That H...

Machine Learning Approaches For Intelligent Intrusion Detection Systems In Cloud Networks

Cloud Computing Has Become A Fundamental Platform For Storing Data And Running Applications Due To Its Scalability, Flexibility, And Cost Efficiency. However, The Rapid Growth Of Cloud Environments Has Also Increased Security Threats Such A...

An Optimized Machine Learning Model For Pavement Condition Prediction

Pavement Condition Prediction Is An Essential Aspect Of Road Maintenance Planning, Ensuring The Safety, Efficiency, And Durability Of Transportation Infrastructure. Statistical Machine Learning (ML) Techniques Have Emerged As Powerful Tools...

Performance Evaluation Of Hybrid Machine Learning Models For Credit Card Fraud Detection

Credit Card Fraud Cares With The Illegal Use Of Master Card Information For Purchases. Credit Card Transactions Are Often Accomplished Either Physically Or Digitally. In The Manual Transactions, The Credit Card Is Included During The Transa...

GAN FOR FINGERPRINT IMAGE GENERATION

AQI Index Analyzer Using Machine Learning

Air Quality Index AQI Prediction Is A Critical Public Health Task That Involves Leveraging Data-driven Methods To Forecast Pollutant Concentrations And The Resulting AQI Under Dynamic Environmental And Meteorological Conditions1. This R...

A Study On Profitability Analysis Of Central Bank

The Study Aims To Evaluate The Financial Performance And Profitability Position Of The Central Bank Of India Over A Specific Period. Profitability Is A Key Indicator Of A Bank’s Efficiency, Sustainability, And Overall Financial Health. This...

AI Meets Nature: Crop Disease Detection With Organic Remedy Recommendations

Food Security And Sustainable Agriculture Are Critical Global Priorities, Yet Current Farming Practices Heavily Reliant On Chemical Pesticides Continue To Degrade Soil Health, Reduce Biodiversity, And Pose Risks To Human Well-being. Most Ex...

Intelligent SMS Spam Filtering Under Adversarial Conditions Using Random Forests

The Growing Volume Of Unsolicited And Deceptive SMS Messages Poses A Critical Threat To Mobile Users, Necessitating The Development Of Accurate And Resilient Spam Detection Systems. While Machine Learning (ML)-based Models Have Been Widely...

A DRIVING DECISION STRATEGY(DDS) BASED ON MACHINE LEARNING FOR AN AUTONOMOUS VEHICLE

A Modern-day Self-sustaining Car Determines Its Driving Method By Means Of Thinking About Solely Exterior Factors (Pedestrians, Street Conditions, Etc.) Barring Thinking About The Interior Circumstance Of The Vehicle. To Overcome Above Prob...

A Machine Learning-Based Framework For Early Mental Health Assessment Among Students

Mental Health Concerns Among Students Are Increas- Ingly Prevalent, Yet They Often Go Undetected Due To The Lack Of Structured And Scalable Assessment Frameworks. Conventional Evaluation Methods Tend To Rely On Manual Intervention, Which Is...

Virtual E-Marketplace Commodities Exploration Mechanism

The Virtual E-Marketplace Commodities Exploration Mechanism Is An Innovative Online Jewellery Shopping System Designed To Enhance The Digital Retail Experience. This Platform Enables Customers To Browse A Diverse Catalogue Of Jewellery, Acc...