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Papers tagged with "Svm"
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...
AI-Powered Diagnosis Of Vision-Threatening Ocular Conditions Using Clinical Data Analytics
Vision-threatening Ocular Diseases Such As Diabetic Retinopathy, Glaucoma, Cataract, Age-related Macular Degeneration (AMD), Hypertensive Retinopathy And Pathological Myopia Are Leading Causes Of Preventable Blindness Worldwide. Conventiona...
DIFFERENTIALLY PRIVATE SAFE BROWSING: AES-ENCRYPTED USER DATA FOR REAL-TIME PHISHING DETECTION
With The Rise In Internet Usage, The Dangers Brought About By Malicious URLs And Phishing Websites Have Also Escalated, Thus The Need For Internet Security Becoming Paramount. Existing Solutions To Detect Malicious URL/website Include The B...
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...
AI-BASED RESUME SCREENING AND ENHANCEMENT PLATFORM
In Recent Years, Companies Have Been Overwhelmed By The Sheer Number Of Resumes They Receive For Every Job Posting. Many Of These Resumes Never Even Get Seen. The Truth? Recruiters Just Don’t Have Time To Read Through All Of Them. This Mean...
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...
Intelligent Farming: AI-Driven Insights And Support
Agriculture Remains A Cornerstone Of Livelihoods In Countries Like India, Yet Farmers Often Struggle With Crop Selection And Nutrient Management Due To Limited Access To Data-driven Guidance. This Paper Introduces An Intelligent Farming Fra...
GraphoMetrics: Signature-Based Emotional And Behavioural Analysis System
Handwriting Analysis Plays A Crucial Role In Forensic Science And Psychology For Behavioural And Emotional Assessment. This Paper Presents GraphoMetrics, A Signature-based System Integrating Image Processing, Deep Learning, And Machine Lear...
AUTOENCODER BASED CHURN PREDICTION IN TELCOM USING MACHINE LEARNING
Customer Churn Prediction Is A Critical Challenge In The Telecom Industry, Where Retaining Existing Customers Is More Cost-effective Than Acquiring New Ones. This Paper Explores The Development Of A Churn Prediction Model Using Machine Lear...
Wifi intrusion detection system
Wireless Networks Have Become Indispensable To Modern Communication Systems But Face Persistent And Sophisticated Security Challenges. This Paper Presents A Comprehensive Wi-Fi Intrusion Detection System (IDS) Utilizing Cutting-edge Machine...
EMAIL SPAM DETECTION USING MACHINE LEARNING
In View Of The Current COVID-19 Situation, The Globe Has Shifted To Online Communication, Leading To A Notable Rise In Data Exchange Using Platforms Like Email And Social Media. Ensuring The Safety Of These Digital Exchanges Is Crucial In T...
SECUREGUARD: ROBUST SPAM DETECTION WITH SVM ALGORITHM FOR ENHANCED EMAIL FILTERING
"Secure Guard: Robust Spam Detection With SVM Algorithm For Enhanced Email Filtering" Appears To Be A Title Describing A System Or Method For Improving Email Filtering Through The Use Of A Support Vector Machine (SVM) Algorithm. Secure Guar...
LUNG CANCER DETECTION BY USING DEEP LEARNING
Cancer Is A Grave And Widespread Affliction That Claims Numerous Lives Each Year. Among The Plethora Of Cancer Variants, Lung Cancer Stands As The Most Prevailing, Boasting An Alarming Mortality Rate. Employed For The Discernment Of Lung Ca...
ADVANCED WOMEN SELF PROTECTING SYSTEM BASED ON CRIME DATASETS
The Safety And Well-being Of Women In Society Are Of Utmost Importance, Necessitating Innovative Solutions To Address Emerging Challenges. This Project Presents An "Advanced Women Self-Protecting System Based On Crime Datasets," Designed To...
STOCK PRICE PREDICTION USING MACHINE LEARNING AND DEEP LEARNING TECHNIQUES
Since Stock Values Are Intrinsically Complicated, It Has Never Been Easy To Anticipate How They Will Move. In Recent Years, Deep Learning Techniques Have Shown Promising Results In Recognising Complex Patterns In Financial Time Series Data....