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Papers tagged with "Data Mining"
AI-Based Early Detection Of Mental Stress Among College Students Using Machine Learning Techniques
Mental Stress Among College Students Has Become A Significant Concern Due To Academic Pressure, Social Expectations, And Lifestyle Changes. Early Identification Of Stress Levels Can Help Institutions Provide Timely Psychological Support And...
Intelligent Learning Outcome Prediction Using Machine Learning Techniques
Student Performance Prediction Is An Important Application Of Educational Data Mining That Helps Institutions Identify Students Who May Require Academic Support At An Early Stage. This Study Proposes A Classification-based Approach To Predi...
ONLINE BANKING FRAUD DETECTION USING MACHINE LEARNING TECHNIQUES
The Rapid Growth Of Online Banking Has Significantly Increased Fraudulent Activities Such As Unauthorized Transactions, Phishing Attacks, Identity Theft, And Account Takeovers. Traditional Rule-based Systems Fail To Detect Evolving Fraud Pa...
OPTIMIZED PREDICTIVE MODEL FOR INSURANCE CLAIM FRAUD DETECTION AND ANALYSIS USING MACHINE LEARNING
Insurance Fraud Causes Significant Financial Losses And Is Difficult To Detect Due To Its Similarity To Legitimate Claims. The Growing Volume Of Data And Increasing Fraud Complexity Make Automated Detection Essential. Machine Learning Provi...
Agricultural Crop Recommendation Based On Productivity
Agriculture Is The Backbone Of The Indian Economy. Farmers Often Struggle To Achieve Expected Crop Yields Due To Factors Like Unpredictable Weather, Soil Variability, And Lack Of Advanced Forecasting Systems. This Paper Presents A Machine L...
Predictive Breast Cancer Modeling Using Machine Learning
Breast Cancer Is A Form Of Tumor That Develops Within Breast Tissues And Remains The Most Prevalent Cancer Among Women Globally, Ranking As One Of The Leading Causes Of Female Mortality. This Survey Examines The Evolving Landscape Of Predic...
PREDICTING ACADEMIC ACHIEVEMENT USING MACHINE LEARNING
Predicting Academic Achievement Using Machine Learning Plays A Significant Role In Shaping A Student’s Future Educational And Career Opportunities. In This Study, We Propose A Machine Learning-based System To Predict Student Academic Achiev...
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...
DATA DIVE: IMMERSING INTO BIG DATA ANALYTICS AND PROCESSING
Big Data Analytics And Processing Is A Very Popular, Exciting And Streaming Topic. In Today’s Digital World It Plays A Pivotal Role And Is Deployed In Almost Every Field Of Life Such As Healthcare, Education, Business Intelligence (BI), Mac...
A COMPREHENSIVE SURVEY ON SENTIMENTAL ANALYSIS CUSTOMER DATA
For Businesses And Manufacturers, Opinion Information Is Extremely Essential. They Frequently Want To Know Intimately What Their Goods And Services Think Of Customers And The Public. It Is Nonetheless Unrealistic To Read Every Article Manua...
A TRANSFORMATIVE FRAMEWORK FOR MULTI-DIMENSIONAL PRIVACY-PRESERVING DATA MINING: MAPPING, ADAPTABILITY, AND FIDELITY
In Response To The Escalating Challenge Of Preserving Privacy Amidst The Ever-expanding Accumulation Of Personal Data In Business Applications, This Project Introduces A Pioneering Framework For Multi-dimensional Privacy-preserving Data Min...
CUSTOMER SEGMENTATION USING ML
The Emergence Of Many Competitors And Entrepreneurs Has Caused A Lot Of Tension Among Competing Businesses To Find New Buyers And Keep The Old Ones. As A Result Of The Predecessor, The Need For Exceptional Customer Service Becomes Appropria...
CROPVISTA: PRECISION CROP RECOMMENDATION USING PYTHON AND ML
Agriculture Is The One Amongst The Substantial Area Of Interest To Society Since A Large Portion Of Food Is Produced By Them. Agriculture Is The Most Important Sector That Influences The Economy Of India. Predicting Crop Yield Based On The...
SOLVING TODAY'S CHALLENGES WITH TOMORROW'S TECHNOLOGIES: BIG DATA AND MACHINE LEARNING
AI Calculations Leverage Vast Amounts Of Data To Predict Future Trends And Make Forecasts, Which Is Particularly Valuable For Businesses Reliant On Understanding Customer Preferences. The Integration Of AI Goes Beyond A Mere Add-on; It Inv...
AN ANALYSIS OF THE OUTCOME OF HEART DISEASE USING DNN AND DATA MINING FRAMEWORK
Mortality Rate Increases All Over The World On Daily Basis. The Reasons For This Could Be Increase In The Numbers Of Patient With Cardiovascular Disease. When Considering Death Rates And Large Number Of People Who Suffers From Heart Disease...