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Forecasting Customer Turnover Using Machine Learning
Customer Churn Prediction Is An Essential Task For Telecommunication Companies To Reduce Customer Loss And Improve Retention.A Machine Learning System Is Proposed In This Paper To Predict Customer Churn By Using Customer Usage History. Fron...
Data Leakage Detection And Intelligent Data Preprocessing System
Data Leakage Is One Of The Most Critical Challenges In Machine Learning Systems, Leading To Unrealistic Model Performance And Poor Generalization In Real-world Applications. Leakage Occurs When Information From Outside The Training Dataset...
A Study On Postnatal Depression Among Mothers Availing Health Services At Government Kasturba Gandhi Hospital, Triplicane, Chennai District, TamilNadu: A Cross-Sectional Study
Background: Postpartum Depression (PPD) Is A Common Mental Health Disorder Affecting Women Following Childbirth, With Notable Consequences For Both Mother And Child. It Is Characterized By Persistent Sadness, Emotional Instability, Fati...
Startup Culture Among Indian Youth
Startup Culture Among Indian Youth Startup Culture Has Become A Significant Driving Force In The Economic And Social Transformation Of India. In Recent Years, Indian Youth Have Increasingly Shown Interest In Entrepreneurship As A Career Opt...
WORKLIFE BALANCE OF WOMEN ENTREPRENEURS
Work-life Balance Is A Critical Issue For Women Entrepreneurs, Especially In Developing Countries Like India. This Study Analyses The Challenges Faced By Women Entrepreneurs In Balancing Their Professional And Personal Responsibilities Usin...
MIND SPACE STUDENT MENTAL HEALTH PLATFORM
The Increasing Prevalence Of Stress, Anxiety, And Depression Among Students Has Highlighted The Need For Accessible, Personalized, And Technology-driven Mental Health Support. This Project Proposes Mind Space, A Comprehensive Digital Platfo...
Enhanced Deepfake Detection Using Preprocessed Video Frames And Convolution Neural Networks
Digital Security And Authenticity Are Being Threatened By Deepfake Technology, Which Is Powered By Sophisticated Generative Models. A Convolutional Neural Network (CNN) Model Trained On Facial Data Taken From Video Frames Is Used In This St...
FAKE NEWS PREDICTION BASED ON NATURAL LANGUAGE PROCESSING(NLP) AND MACHINE LEARNING
The Rapid Dissemination Of Misinformation Across Social And Digital Media Platforms Has Created A Growing Demand For Automated Mechanisms To Detect And Prevent The Spread Of Fake News. This Paper Presents A Machine Learning–based Fake News...
The Ethics Of Representation: Can The Upper-Caste Author Speak For The Dalit?
This Paper Explores The Ethical Implications Of Upper-caste Authors Attempting To Represent Dalit Experiences In Literature. It Critically Examines Whether Upper-caste Writers Can Authentically Speak For Dalits, Or If Their Depictions Are L...
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...
CAR PRICE PREDICTOR: UNLOCKING INSIGHTS FOR USED CAR BUYERS AND SELLER
The Automotive Industry Is Witnessing A Paradigm Shift With The Increasing Demand For Used Cars. As Consumers Explore Cost-effective And Sustainable Transportation Options, The Valuation Of Used Cars Becomes A Critical Aspect Of The Buying...
Breast Cancer Detection Using Hybrid Ri-Vit In Histopathalogical Images
Breast Cancer Remains A Significant Global Health Concern, Impacting Millions Of Women Each Year. Timely Detection And Precise Diagnosis Are Essential To Enhancing Treatment Success And Lowering Death Rates. Histopathological Imaging Is Wid...
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...
A MultiDimensional Perspectives Of Entrepreneurship And Startup Management To Promote Economic Growth
Entrepreneurship And The Strategic Management Of Startups Play A Fundamental Role In Modern Economic Growth, Acting As Key Drivers Of Innovation And Employment. This Research Adopts A Multidimensional Lens To Explore How Entrepreneurship In...
Recreate And Explore A Dynamic, Procedurally Generated World With Real-Time Physics And Environmental Simulations Using Unreal Engine 5
Problem Statement: Conventional Gaming Landscapes Are Frequently Static, Constraining Both Replayability And Realism. Objective: Create A Procedurally Generated Scene Using Real-time Physics And Dynamic Environmental Simulations In Unrea...