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Papers tagged with "Support Vector Machines"
Vehicle Based Driver Drowsiness Detection By Support Vector Machines
Driver Drowsiness Remains A Major Cause Of Road Accidents. This Paper Presents A Comparative Analysis Of Indirect Driver Monitoring Systems (DMS) Using Vehicle-based Features, Direct DMS Using Driver-based Facial Behavior, And A Hybrid Appr...
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...
Intelligent Malware Detection And Classification Using Correlation-based Feature Selection
Android Is The Most Popular Operating System For Smartphones And Small Devices With 86.6% Market Share. Its Open-source Nature Makes It More Prone To Attacks Creating A Need For Malware Analysis. Main Approaches For Detecting Malware Intent...
CROP YIELD PREDICTION USING MACHINE LEARNING
In This Paper The Modern Agriculture, Optimizing Plant Growth And Productivity Relies Heavily On Understanding The Complex Interplay Between Soil Conditions And Plant Requirements Study Uses Machine Learning Algorithms To Predict Optimal Pl...
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...
CARDIOVASCULAR DISEASES PREDICTION ANALYSIS USING MACHINE LEARNING ALGORITHMS
Cardiovascular Diseases(CVDs) Remain A Leading Global Cause Of Morbidity And Mortality. Early Detection And Accurate Risk Assessment Are Crucial For Effective Prevention And Intervention. This Study Presents A Comprehensive Machine Learning...
STUDY AND COMPARE MACHINE LEARNING TECHNIQUES USING MEDICAL IMAGE
Brain Tumours Are Dangerous And Serious Disorders Affected By Uncontrolled Cell Growth In The Brain. Brain Tumours Are One Of The Most Challenging Diseases To Cure Among The Different Ailments Encountered In Medical Study. Early Classificat...
PREDICTION OF PASSENGER FLOW IN PUBLIC RAILWAY TRANSPORTATION
Predicting Passenger Flow In Public Railway Transportation Is A Complex Task That Involves Analysing Various Factors, Such As The Time Of Day, The Day Of The Week, And The Season, As Well As Special Events And Holidays That May Affect Trave...
Optimized Image Classification Based on Universal Image Distance and Support Vector Machines
Image Classification Of Remotely Sensed Images Is One Of The Most Important Field Of Research In Computer Engineering. Image Classification Techniques Are Being Used In Object Recognition, Quality Control And OCR Systems. Many Of The Machin...
IMAGE ANALYSIS FOR MRI BASED BRAIN TUMOR
The Division, Recognition, And Extraction Of Tainted Tumor Areas From A MRI Pictures Are An Essential Concern Yet A Complex And Time Taking Task Performed By Radiologistsand Lab Experts, And Their Judgement & Diagnosis Depends On Their Expe...
PREDICTION ALGORITHM FROM CHEST X-RAYS OF THORAX DISORDERS USING MACHINE LEARNING
The Chest X-ray Is Among The Top Most Commonly Accessible Medical Imaging Examinations Used For Affordable Screening And Diagnosis Of Numerous Lung Ailments Including Pneumonia, Fibrosis, Hernia, Edema, Emphysema, Cardiomegaly And Pneumotho...
DRIVERLESS CAR USING MACHINE LEARNING – A REVIEW
Autonomous Driving Has Been A Big Fuss Among Companies Because Of The Entanglement Of The Problem Which Has Endless Applications. Companies Like Google, Tesla And Uber Have Applied Algorithms To Commercial Cars And Had Some Success. These A...
DETECTION OF DISEASES ON THE LEAF USING IMAGE PROCESSING TECHNIQUES
Producing Agricultural Products Are Difficult Task As The Plant Comes To An Attack From Various Micro-organisms, Pests And Bacterial Diseases. The Symptoms Of The Attacks Are Generally Distinguished Through The Leaves, Steams Or Fruit Inspe...
A SURVEY ON PREDICTIVE ANALYSIS OF TWEETS ON GOODS AND SERVICES TAX(GST) IN INDIA
The Goods And Services Tax Has Been A Progressive Change In The Monetary Principles Of India. This Prompted A Far Reaching Banter Over Every Single Social Medium Stages On The Seriousness Of Its Impacts On The Basic Man Of This Nation. The...
CHALLENGES AND THE IMPACT ON DETECTION OF MALWARE IN THE CLOUD INFRASTRUCTURE
Cloud Services Are Provided Within The Private, Public And Commercial Spaces. The System We Introduce Is An Online Cloud Malware Detection Approach, Comprises Of Dedicated Detection Components And To Delete The Malware Data Leaving The Orig...