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Papers tagged with "Attention"
FACIAL EXPRESSION RECOGNITION IN CLASSROOMS USING DEEP LEARNING
This Project Builds A System That Checks Student Attention In Real Time. It Uses A Camera Feed To Detect Faces, Track Eyes, And Read Basic Emotions. The System Works With A Single Student Or Many Students At The Same Time. It Also Supports...
ADVANCING SPEECH EMOTION RECOGNITION VIA SEMANTIC AND PARALINGUISTIC FEATURE FUSION
Speech Emotion Recognition Is An Essential Component For Applications Like Education And Human-computer Interaction [1]. While Deep Neural Networks (DNNs) Have Advanced The Field, Many Studies Ignore The Semantic Information Present Within...
Hybrid Graph Attention And Temporal Deep Learning Framework For Early Prediction Of Cervical Cancer Risk
Cervical Cancer Remains One Of The Leading Causes Of Cancer-related Deaths Among Women Worldwide. Early Identification Of High-risk Individuals Is Essential For Timely Intervention And Improved Survival Rates. Traditional Machine Learning A...
A Hybrid Deep Learning Model For Detecting Credit Card Fraud Using CNN–BiLSTM With An Attention Mechanism And Focal Loss Optimization
Detecting Credit Card Fraud Is A Complex Task Due To The Significant Imbalance In Data And The Constantly Changing Nature Of Fraudulent Activities. This Research Introduces A Hybrid Deep Learning Model That Combines CNN, BiLSTM, And An Atte...
AI-Based Forensic Face Sketch Generation and Suspect Identification from Eyewitness Verbal Description
Suspect Identification Based On Eyewitness Descriptions Remains A Critical Challenge In Criminal Investigations Due To Memory Limitations, Language Barriers, And The Lack Of Reliable Visual Evidence. Traditional Forensic Sketching Methods R...
A Survey On Machine Learning And Deep Learning Approaches For Credit Card Fraud Detection
Digital Payment Systems Have Become A Vital Part Of Daily Life, With Credit Cards Being Widely Used For Both Online And Offline Transctions.Banks, Retailers, And Clients Have All Experienced Large Financial Losses Because Of The Sharp Incre...
Hybrid Deep Learning Framework for Intelligent Antenna Design Optimization Using CNN–LSTM with Physics-Informed Learning
Modern Wireless Communication Systems Demand Antennas With High Gain, Wide Bandwidth, And Low Return Loss While Maintaining Compact Size And Reduced Development Time. Conventional Electromagnetic Simulation–based Antenna Design Techniques,...
AUTOMATIC IMAGE CAPTIONING
The Paper Aims At Generating Automated Captions By Learning The Contents Of The Image. At Present Images Are Annotated With Human Intervention And It Becomes Nearly Impossible Task For Huge Commercial Databases. The Image Database Is Given...
PREVENTION OF ROAD ACCIDENTS BY DETECTING DRIVER DISTRACTIONS USING MACHINE LEARNING
This Paper Presents A Method That Is Aimed Towards The Detection And Evaluation Of Driver Distraction While Performing Secondary Tasks And An Appropriate Hardware And A Software Environment Is Offered And Studied.In The Modern Day World, Ro...
INTELLIGENT CHATBOT WITH RNN
A Chatbot Is An Intelligent System That Identifies The Input And Provides Output Based On The Provided Training Data. Recurrent Neural Networks Provide Continuous Context To A Conversation Which Allows Prediction Of Next Word. The Output Of...
EXERCISE- AN ALTERNATIVE REMEDY FOR ATTENTION DEFICIT HYPERACTIVITY DISORDER
Attention Deficit Hyperactivity Disorder Is The Common Neurobehavioural Problem In Children. Hyperactive Children Can Be Disruptive In The Class Room As Well As In Groups. Exercise Is Beneficial For Strengthening The Muscles And Bone, Reduc...
AN AUDITORY MODEL FOR BRAIN COMPUTER INTERFACE
Objective: The Main Objective Of Our Project Is To Compare The Accuracy Within The Subject Comparison Between Auditory Streaming Beep Stimuli And One That Used Word Stimuli. We Aimed To See Whether This System Is Used For The People In The...
SOCI RANK: Identifying and Ranking Prevalent News Topics Using Social Media Factor
Mass Media Sources, Specifically The News Media, Have Traditionally Informed Us Of Daily Events. In Modern Times, Social Media Services Such As Twitter Provide An Enormous Amount Of User-generated Data, Which Have Great Potential To Contain...
Massage Therapy- An Alternative Treatment For Children With Attention Deficit Hyperactivity Disorders (ADHD)
Attention Deficithyperactivity Disorder Is A Common Childhood Disorder (ADHD) And It Is Characterized By Poor Ability To Concentrate, Motor Over Activity And Impulsivity. ADHD Is More Common In Males Than Females. It Affects 3 To 4% Of Chil...
LESSON PLANNING FOR EFFECTIVE TEACHING
Lesson Plan- Effective Teaching- Instructional Experience- Determine The Purpose Of The Lesson- Create Space For Student Thinking And Discussion- Be Prepared To Push That Student Thinking Further- Make Time For Reflection- Incorporate Stude...