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Papers tagged with "Data Preprocessing"
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...
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...
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...
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...
UNDERWATER MINES DETECTION AND COMPARISON ON MACHINE LEARNING RESULT
Signals Of Sonars Are Progressively Utilized In Submerged Quest And Salvage For Suffocating Casualties, Wrecks And Planes. Programmed Object Order Or Recognition Strategies Can Help A Ton In The Event Of Long Hunts, Where Sonar Administrato...
SURVEY ON INTELLIGENT TRANSPORTATION IN THE VEHICULAR ENVIRONMENT BASED ON FOG COMPUTING
In Today’s World ITS Applications Are Becoming More Data-intensive And Their Data Are Described Using The ‘5Vs Of Big Data’. The Intelligent Transportation System (ITS) Was Introduced To Manage Traffic Efficiently, Increase Road Safety And...
ADAPTIVE E-LEARNING SYSTEM USING NAIVE BAYES
Nowadays, Data Mining Applications Are Becoming The More Common Tool For Understanding And Solving Educational And Administrative Problems In Higher Education. In General, Modeling Student’s Performance Manually Is A Difficult Task For The...
object detection in an image using Machine learning
In This Nimble And Fast Growing Era, It Is Very Necessary To Complete The Work In An Expeditious Manner. Machine’s Plays A Vital Role For Giving Accurate Output Every Time. But However, Training Of Machine Is Very Important In Order To Get...
CERTAIN INVESTIGATIONS IN TEXT MINING WITH RESPECT TO ABNORMAL USER BEHAVIOUR USING SEQUENTIAL TOPIC PATTERNS
The Executions Conducted Under The Title Of Mining User Aware Rare Sequential Topic Patterns In Document Streams Had To Take Care Of Datasets Of Tweets Which Was Collected In Large Quantities By Using Twitter API. It Carry Out The Extractio...