Open Access Original Research
Machine Learning Algorithms for Emotion Recognition Using Audio and Text Data
by Reem Al Ameen and Layla Al Maktoum
PatternIQ Mining.2024, (1)4, 1-11. piqm.24.18
Pub. Date: Nov 2024
DOI: https://www.doi.org/10.70023/sahd/241101
Emotion Recognition
Support Vector Machine (SVM)
Multimodal Analysis
Audio Features
Text Embedding
Feature Fusion
Affective Computing
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Open Access Original Research
Real-Time Algorithms for Gesture-Based Control in Robotics and Gaming Systems
by Syed Imran Hafiz and Wong Kai Ming
PatternIQ Mining.2024, (1)4, 12-23. piqm.24.19
Pub. Date: Nov 2024
DOI: https://www.doi.org/10.70023/sahd/241102
Real-Time Gesture Recognition
Human-Computer Interaction (HCI)
Hidden Markov Model (HMM)
Dynamic Time Warping (DTW)
Robotics Control
Gaming Systems
Kalman Filter
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Open Access Original Research
Zero-Shot Learning Algorithms for Object Recognition in Medical and Navigation Applications
by Sangeeta Nair and Arvind Kumar
PatternIQ Mining.2024, (1)4, 24-37. piqm.24.20
Pub. Date: Nov 2024
DOI: https://www.doi.org/10.70023/sahd/241103
Object recognition
Variational Autoencoders
Transformer-based embeddings
contrastive learning
medical diagnostics
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Open Access Original Research
Federated And Multi-Modal Learning Algorithms for Healthcare and Cross-Domain Analytics
by Ms. T. UMMAL SARIBA BEGUM
PatternIQ Mining.2024, (1)4, 38-51. piqm.24.21
Pub. Date: Nov 2024
DOI: https://www.doi.org/10.70023/sahd/241104
Federated Learning
Multi-modal analysis
Healthcare data
Privacypreserving
Conventional Neural Networks
Transformer models
Data fusion
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Open Access Original Research
Deep Learning Algorithms for Multimodal Interaction Using Speech and Motion Data in Virtual Reality Systems
by Ahmed Zubair and Fatima Al Rashed
PatternIQ Mining.2024, (1)4, 52-64. piqm.24.22
Pub. Date: Nov 2024
DOI: https://www.doi.org/10.70023/sahd/241105
Multimodal Interaction
Deep Learning
Virtual Reality
Speech-Motion Fusion
Convolutional Neural Network (CNN)
Recurrent Neural Network (RNN)
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Open Access Original Research
Meta-Learning Approaches for Context-Aware Decision Support in Smart Agriculture and Autonomous Systems
by Zainab Binti Hassan and Haris Mohd Yusof
PatternIQ Mining.2024, (1)4, 65-78. piqm.24.23
Pub. Date: Nov 2024
DOI: https://www.doi.org/10.70023/sahd/241106
Smart agriculture
Meta-learning
Reptile algorithm
Autonomous system
Transformer models
Attention mechanism
Reinforcement learning
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