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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...
AI-DRIVEN TOURIST SAFETY AND RETURN COMPLIANCE SYSTEM USING GEO-FENCING AND BLOCKCHAIN DIGITAL IDENTITY
The Burgeoning Tourism Industry Has Led To Significant Vulnerabilities In The Safety Of Tourists Once They Arrive In New Destinations. Current Systems Are Based On Manual Checkins, Basic GPS Trackers Or Reactive Helpdesks - None Of Which Of...
AI-Based Surveillance System For Abandoned Object Detection Using YOLOv8
The Proliferation Of Surveillance Infrastructure Across Transportation Hubs, Commercial Complexes, And Civic Spaces Has Not Been Matched By A Proportional Improvement In The Capacity Of Human Operators To Effectively Monitor Multiple Video...
Human Sentiment Sound RNN Emotional Analysis With Django interface
Human Sentiment Sound RNNs For Emotional Audio Analysis With A Django Interface" Explores The Intersection Of Deep Learning And Human-computer Interaction By Developing A Recurrent Neural Network (RNN) Model Tailored To Analyze And Classify...
EMOTION DETECTION FROM FACIAL EXPRESSIONS USING CNN AND LSTM FOR ENHANCED ACCESSIBILITY FOR BLIND INDIVIDUALS
Facial Expressions Are A Crucial Component Of Human Communication, Conveying Emotions That Enrich Social Interactions. For Blind Individuals, This Nonverbal Channel Is Inaccessible, Hindering Their Ability To Fully Understand Social Cues. T...
DEVELOPMENT OF TRAFFIC RULES VIOLATION DETECTION SYSTEM
Traffic Signal Violations Are A Major Contributor To Road Accidents And Traffic Congestion. Therefore, Developing An Automated System To Detect Traffic Signal Violations Is Crucial To Improve Road Safety And Traffic Management. In This Pape...
REVIEW OF STATE OF THE ART OF CHORD RECOGNITION
In This Paper We Present A Comprehensive Review Of The Two Of The Recent Audio Chord Recognition Systems. This Review Paper Focuses On Automatic Chord Estimation Rather Than Future Chord Prediction. This Paper Attempts To Provide Systematic...
EFFECT OF SPATIAL AND TEMPORAL ASSESSMENT WATER QUALITY OF RIVER
Nature Is Changing Its Form Day By Day. Due To Change In Natures Form, The Quality Of Environment Is Depleting Day By Day. Environment Mainly Depends On The Air & Water. Water In The River Exposes To Environment During Flowing And Passes Th...
Spatial and Temporal Constrainst based Routing optimization Cluster based Wireless Sensor Network
Cluster Based Wireless Sensor Network Is Been Employed Towards Achieving Energy Utilization. However Challenges Arise Due To Unpredictable Patterns Of The Mobile Sink. In Order To Achieve The Efficient Path Planning Technique To The Mobile...
Deep Behavioural Neural Network: A novel prediction framework towards recommendation of services based on behavioural features and spatiotemporal characteristics
Due To Explosive Growth Of The Sensed GPS Data, It Has Lead To Complexity In Modelling And Organizing The Data In Trajectory Form. Clustering Of Data Becomes Difficult Due To Its Frequency Of Data And Its Changes With Respect To Time. Mobil...
REVIEW ON FREQUENT ITEMSET MINING OVERALL TEMPORAL DATA
Frequent Pattern Extraction Is Important Technique In Data Mining Domain. Lot Of Work Has Been Done On Pattern Mining In Literature. The Work Includes Pattern Extraction On Static Dataset. The Whole Dataset Is Used And Frequent Itemset Are...
CONTENT BASED VIDEO RETRIEVAL USING IMAGE KEY FRAME
Content Based Video Retrieval (CBVR) Utilizes The Rich And Varied Video Contents For Video Representation And Retrieval. The Contents Can Be Broadly Divided Into Static Frame Level Contents, Spacio-temporal Contents, Motion Contents And Hig...
AN ENTROPY BASED PRIVACY PRESERVING AUTHENTICATION SCHEME FOR MOBILE USERS
Today’s Location-sensitive Service Relies On User’s Mobile Device To Determine The Current Location. This Allows Malicious Users To Access A Restricted Resource Or Provide Bogus Alibis By Cheating On Their Locations. However, As Computation...
ANALYSIS ON MOVING OBJECT DETECTION
The Development Of Video Tracking Is The Most Encouraging Answer For Individuals Living Autonomously In Their Home. As Of Late A Few Commitments For Video Tracking Have Been Proposed. In Any Case, A Powerful Video Tracking Calculation Is As...
ANIMAL RECOGNITION USING CROSS-CORRELATION
Speaker Recognition And Identification Is Considered As The Major Problem Since Ages. Many Researchers Have Studied The Human’s Speech And Analyzed To Recognize And Identify The Speaker. A Very Less Work Has Been Done In The Field Of A...