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Papers tagged with "Algorithm"
A Comparative Study Of Machine Learning Algorithms And Response Surface Methodology For Energy Prediction And Optimization In Conveyor Systems
Conveyor Belts Are Fundamental To Any Modern Industrial Or Material-handling Facility, But Energy Efficient Operation Of A Conveyor System Is Essential For Decreasing Operational Cost. This Paper Proposes A Comparative Study Of Energy Optim...
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...
Speech Stress Detection In Marathi And SUSAS Databases Using Weight-Optimized Neural Networks
Stress Profoundly Alters Human Cognitive And Physiological States, Making Early And Automated Detection A Critical Technological Goal [1]. This Study Presents A Streamlined Speech Emotion Recognition (SER) System Engineered For Accurate Str...
QPGS: AN INTELLIGENT, OFFLINE-CAPABLE WEB-BASED QUESTION PAPER GENERATION SYSTEM FOR OUTCOME-BASED EDUCATION IN HIGHER EDUCATIONAL INSTITUTIONS
The Manual Preparation Of Examination Question Papers In Higher Educational Institutions Is A Labor-intensive, Error-prone, And Time-consuming Activity. Faculty Members Often Spend Between Two And Four Hours Assembling A Single Question Pap...
Copy-Move Image Forgery Detection Using SIFT Algorithm With Tampered Region Localization For Digital Image Authentication
The Rapid Proliferation Of Digital Content Creation Tools, Artificial Intelligence Platforms, And Advanced Image Editing Software Has Significantly Increased The Risk Of Digital Forgery In Images, Documents, And AI-generated Media. Traditio...
DEEP LEARNING-BASED SMART PARKING SYSTEM WITH DUAL AUTHENTICATION USING FACIAL RECOGNITION AND LICENSE PLATE DETECTION
Due To The Fast-paced Development Of Cities And The Rise In The Number Of Cars, Parking Has Become Quite Challenging To Manage. Conventional Parking Systems Depend Mainly On Human Efforts, Tickets, Or Just Basic Sensors. Such Approaches Pro...
AN INTELLIGENT DEEP LEARNING FRAMEWORK FOR SOCIAL MEDIA BOT DETECTION USING TRANSFORMER BASED MODEL
Nowadays, Social Media Platforms Have Emerged As One Of The Primary Modes Of Communication Where Memes And Comments Are Used Extensively For Spreading Ideas, Humor, And Thoughts. This Increasing Trend, However, Has Been Accompanied By The S...
Autonomous Agri Bots For Field Surveillance
Modern Agriculture Increasingly Requires Intelligent Systems Capable Of Continuous Monitoring And Data-driven Decision Support To Improve Crop Yield And Sustainability. This Report Presents A Raspberry Pi-based Intelligent Autonomous Farmin...
A PRIVACY-ENHANCED CRYPTO-BIOMETRIC AUTHENTICATION FRAMEWORK
Airport Authority Systems Demand The Highest Levels Of Security For Controlling Access To Restricted Zones, Yet Traditional Authentication Mechanisms Based On Identity Cards, PINs, And Passwords Remain Inherently Susceptible To Theft, Forge...
“Trashbot” The Smart Dustbin
As Global Urban Populations Expand, The Inefficiencies Of Traditional, Stationary Waste Management Systems Have Become Increasingly Apparent, Often Resulting In Environmental Degradation And Public Health Risks. To Address These Limitations...
A Novel Steganographic Approach To Strengthen Enhanced MFA And Attack Prevention For Credential Transmission
Digital Banking Infrastructure Faces Escalating And Sophisticated Threats Including Phishing, Man-in-the-Middle (MITM) Interceptions, Session Hijacking, Replay Attacks, Credential Stuffing, And Denial-of-service (DoS) Campaigns. Conventiona...
TweetSense: Emotion Detection From Twitter Data Using Natural Language Processing
This Research Investigates The Application Of Natural Language Processing (NLP) Models For Sentiment Analysis Of Twitter Data, A Domain That Has Gained Immense Importance In The Era Of Digital Communication.[1] Twitter, As A Microblogging P...
Safefaceyolo: Real-time Workplace Safety Enforcement Via Integrated Helmet Detection And Facial Recognition
Workplace Safety Is A Critical Concern In Industries Such As Construction And Manufacturing, Where Workers Are Exposed To Hazardous Environments. One Of The Major Causes Of Accidents Is The Failure To Wear Personal Protective Equipment (PPE...
SECURE CERTIFICATE VERIFICATION VIA HYBRID AES-ECC ENCRYPTION, FACE BIOMETRICS & BLOCKCHAIN
Digital Certificate Management Faces Persistent Threats Including Forgery, Unauthorised Access, And Data Manipulation. Conventional Centralised Systems Are Vulnerable To Single-point Failures, Poor Scalability, And Weak Identity Verificatio...
Alumni Connect-A Platform For Alumni Engagement And Student Development
The Alumni Connect Platform Is A Modern, Web-enabled System Built To Strengthen Bonds Between Former And Current Students, Raising The Likelihood Of Meaningful Employment Connections While Encouraging Alumni Participation Within Their Acade...