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Papers tagged with "Forecasting"
SMART EXPENSE TRACKER WITH GOAL FORECASTING AND USER BEHAVIOR CLUSTERING USING AI
Managing Personal Finances Effectively Has Become A Necessity In Today’s Fast-paced Lifestyle. While Several Expense Tracking Applications Exist, Most Focus Only On Recording Income And Expenses, Offering Basic Summaries Without Deeper Anal...
ARTIFICIAL INTELLIGENCE FOR FLOOD FORECASTING : A REVIEW
Flooding Remains One Of India’s Most Pressing Natural Hazards, With The National Disaster Management Authority Reporting That Over 12% Of The Country’s Landaround 40 Million Hectaresis Vulnerable To Inundation. In 2024, Extreme Rainfall And...
A Review On Machine Learning Models For Estimating EV Charging Demand
Machine Learning And Data Analytics Are Extensively Used For Optimizing The Performance Of Electric Vehicles. As Electric Vehicles (EVs) Become More Prevalent Globally, The Need For Efficient Infrastructure Planning And Energy Management Gr...
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...
Agriculture Management System Using Machine Learning
The Agriculture Management System (AMS) Is A Smart, Machine Learning-based Platform That Assists Farmers In Making Data-driven Decisions For Crop Selection, Fertilizer Use, Irrigation Planning, And Yield Estimation. It Analyzes Key Factors...
Predicting Bankruptcy With Precision: Insights From Hybrid Machine Learning Models On Unbalanced Polish Financial Data
Bankruptcy Prediction Is A Critical Area In Financial Risk Assessment, Supporting Timely Decisions For Investors, Regulators, And Institutions. This Study Presents A Comparative Analysis Of Multiple Machine Learning Models, Including Tradit...
Leveraging A Random Forest Web Application For Improved E-Commerce Sales Forecasting
Accurate Sales Forecasting Is Critical For E- Commerce Businesses To Optimize Inventory Management, Reduce Costs, And Improve Customer Satisfaction. This Paper Introduces A Web Application That Leverages The Random Forest Algorithm To Enhan...
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...
INVENTORY MANAGEMENT WITH REFERENCE TO CEDICOM ELECTRONICS SHORANUR
Efficient Inventory Management Is Pivotal For Maintaining Cost-effectiveness And Ensuring Customer Satisfaction. This Study Examines The Inventory Management Practices Of Cedicom Electronics, A Prominent Player In The Electronics Distributi...
Machine Learning Approach For Accurate Stock Predication Using LSTM
Stock Price Prediction Is A Critical Task For Investors, Traders, And Financial Analysts To Make Informed Decisions. Traditional Statistical Methods Often Struggle To Capture The Complex, Non-linear Patterns And Long-term Dependencies Inher...
A Review on Machine Learning and Deep Learning Models for Forecasting Crypto Trends
Crypto Price Prediction Is A Category Of Time Series Prediction Which Extremely Challenging Due To The Dependence Of Crypto Prices On Several Financial, Socioeconomic And Political Parameters Etc. Moreover, Small Inaccuracies In Crypto Pric...
Supply Chain Forecasting Using Neuro Fuzzy Expert Systems
Recently, There Has Been A Substantial Increase In The Demand For Pharmaceutical Products And Pharmaceuticals As A Result Of The Ongoing COVID-19 Situation. There Have Been Multiple Recorded Cases Where A Significant Shortage Of Medication...
A REVIEW ON DATA DRIVEN MACHINE LEARNING MODELS FOR FORECASTING REMANUFACTURING COSTS OF EOL PRODUCTS
End-of-life Product Remanufacturing Represents A Crucial Component Of Sustainable Business Practices. By Extending The Life Of Products, Minimizing Waste, And Supporting Economic Growth, Remanufacturing Aligns With The Principles Of A Circu...
IMPACT OF ORGANIC FOOD PRODUCTS AMONG THE PUBLIC IN COIMBATORE CITY
End-of-life Product Remanufacturing Represents A Crucial Component Of Sustainable Business Practices. By Extending The Life Of Products, Minimizing Waste, And Supporting Economic Growth, Remanufacturing Aligns With The Principles Of A Circu...
A STUDY ON DIVIDEND PAYMENT POLICY OF LARSEN AND TOUBRO – IMPACT ON ITS FINANCIAL PERFORMANCE
This Study Delves Into The Impact Of Dividend Policies On The Financial Performance Of Larsen & Toubro Pvt Ltd (L&T), A Prominent Indian Conglomerate, Over The Period Of 2019 To 2023. The Research Examines Various Financial Indicators Such...