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Papers tagged with "Analytics"
Leveraging Machine Learning Based Regression Analysis To Estimate Customer Churn
Data Science And Machine Learning Are Being Used Extensively For Business Analytics. One Of The Major Applications Happens To Be Estimating Churn And Attrition Rates. In Today’s Competitive Market Landscape, Retaining Customers Is As Crucia...
Fraud Detection And Analysis For Insurance Claims Using Machine Learning
Insurance Fraud, Particularly In Claim Processing, Results In Billions Of Dollars In Losses Annually For Companies Worldwide. Manual And Rule-based Detection Mechanisms Are Often Inefficient In Detecting Sophisticated Fraud Schemes. This St...
A Review On Machine Learning Models For Predicting Customer Churn Rate
Machine Learning Has Been Extensively Used For Business Analytics, One Important Application Of Which Happens To Be Estimating Customer Churn. As Markets Become Increasingly Competitive, Retaining Existing Customers Has Proven To Be More Co...
A Conceptual Study On Structural Audit Practices For Bungalows Using NDT Methods
This Study Presents A Conceptual Analysis Of Structural Audit Practices For Bungalows Using Non-Destructive Testing (NDT) Methods. Structural Health Monitoring (SHM) Plays A Crucial Role In Assessing The Integrity Of Buildings By Detecting...
AFFECTIVE SALES: EMOTIONALLY DESIGNED SMART DASHBOARD FOR MULTI-MODEL SALES FORECASTING
In Today's Competitive Business Landscape, Relying Solely On Historical Sales Dashboards Is No Longer Sufficient. This Work Presents A Smart Forecasting Dashboard That Combines The Power Of Three Advanced ModelsXGBoost, Prophet, And LSTMto...
HR Analytics To Track Employee Performance
Human Resource (HR) Analytics Is Transforming Workforce Management By Enabling Data-driven Decision-making. This Paper Presents An HR Analytics System Designed To Track And Analyze Employee Performance Using A Structured Dataset Comprising...
Real-Time Stress Monitoring And Care Prediction System For Personalized Relaxation And Sleep Enhancement
Stress Significantly Impacts Mental And Physical Well- Being, Necessitating Effective Real-time Monitoring And Intervention Mechanisms. This Paper Presents A Stress Monitoring And Care Prediction System That Integrates Physiological Sensors...
Smart Canteen System Using AI, Real-Time Analytics, And Cashless Integration
The Smart Canteen System Is An Advanced Solution Designed To Digitize And Optimize The Operations Of Traditional Canteens By Integrating Modern Technologies. It Enhances Customer Convenience And Staff Efficiency Through Features Such As QR...
AN ANALYSIS OF DYNAMIC PRICING STRATEGIES IN THE DIGITAL AGE
Dynamic Pricing Has Become A Cornerstone Strategy In The Digital Marketplace, Allowing Businesses To Adjust Prices In Real Time Based On Factors Like Demand, Competition, And Consumer Behavior. This Approach Leverages Advanced Data Analytic...
Smart Care For Mothers And Babies: Leveraging Machine Learning For Prenatal And Postnatal Health Insights
This Paper Presents A Novel ML-based System To Predict Maternal And Infant Health Risks Including Gestational Diabetes, Preeclampsia, And Postnatal Depression. Leveraging Random Forest And Gradient Boosting, Our Flask-based App Provides Rea...
Retail Sales Trend Analyzer: A Streamlit-based Application For Trend Detection, Product Insights, And Forecasting
In The Competitive Retail Industry, Understanding Sales Patterns, Seasonality, And Demand Forecasting Is Crucial For Strategic Planning And Operational Efficiency. This Paper Presents An Interactive And Lightweight Web-based Application, Re...
Cost Estimation And Budget Optimization Using Predictive Analytics
Accurate Cost Estimation Plays A Crucial Role In Ensuring Financial Control And Project Success Across Various Domains Such As Construction, Manufacturing, And Software Development. Traditional Methods Are Typically Manual And Error-prone,...
Student Attendance Using Barcode Scanner
Accurate Monitoring Of Learner Presence Remains A Cornerstone Of Academic Administration Though Outdated Paper-based Techniques Commonly Exhibit Reliability Gaps Operational Delays And Administrative Burdens To Resolve These Pain Points Thi...
Business Intelligence Using Artificial Intelligence
Business Intelligence (BI) Has Revolutionized Decision-making In Organizations By Leveraging Data-driven Insights. The Integration Of Artificial Intelligence (AI) Into BI Enhances Data Processing, Predictive Analytics, And Automation, Enabl...
Smart Data Distribution For Immersive Music Streaming
The Rapidly Advancing World Of Streaming Services Has Seen The Emergence Of Innovative Data Distribution Strategies, Content Personalization Techniques, And The Incorporation Of Geo-location Information. This Paper Explores The Interdepende...