Deep Learning Theory and Applications

Deep Learning for Wearable Biometrics.- A Deep Learning-Based Plant Disease Detection and Classification for Arabica Coffee Leaves.- CNN-N-BEATS: Novel Hybrid Model for Time-Series Forecasting.- Development and Applications of Gesture-Controlled Drones: Advances in Hand Gesture Recognition for Aerial Navigation.- Towards Natural-Sounding Speech to Text in English.- Scoping Review of Active Learning Strategies and Their Evaluation Environments for Entity Recognition Tasks.- Solar Activity Impact on Firefighter Interventions: Factors Analysis.- Detecting Flow via a Machine Learning Model in a MOOC Context.- Online Job Posting Authenticity Prediction with Machine and Deep
Learning: Performance Comparison Between N-Gram and TF-IDF.- Evolving Deep Architectures: A New Blend of CNNs and Transformers Without Pre-Training Dependencies.-Closing the Sim-to-Real Gap: Enhancing Autonomous Precision Landing of UAVs with Detection-Informed Deep Reinforcement Learning.- Mitigating Class Imbalance in Healthcare AI Image Classification: Evaluating the Efficacy of Existing Generative Adversarial Network.- More than Noise: Assessing the Viscosity of Food Products Based on Sound Emission.- Vector Analysis of Deep Neural Network Training Process.- Secure Coalition Formation for Federated Machine Learning.- Action Conditioned Attention Encoder-Decoder and Discriminator for Human Motion Generation.- Citation Polarity Identification in Scientific Research Articles Using Deep Learning Methods.- Exploring Physiology-Based Classification of Flow During Musical
Improvisation in Mixed Reality.- Refining Weights for Enhanced Object Similarity in Multi-Perspective 6D of Pose Estimation and 3D Object Detection.- End-to-End Video Surveillance Framework for Anomaly Detection and
Person Re-Identification.- Few-Shot Learning with Novelty Detection.