Deep Learning Theory and Applications

Geometrical Realization for Time Series Forecasting.- Brains over Brawn: Small AI Labs in the Age of Datacenter-Scale Compute.- Time Series Prediction for Anomalies Detection in Concentrating Solar Power Plants Using Long Short-Term Memory N Networks.- Bayes Classification Using an Approximation to the Joint Probability Distribution of the Attributes.- Pollutant Source Localization Based on Siamese Neural Network Similarity Measure.- Automatic Emotion Analysis in Movies: Matteo Garrone's Dogman as a Case Study.- Empowering Cybersecurity: CyberShield AI Advanced Integration of Machine Learning and Deep Learning for Dynamic Ransomware Detection.- Empirical Performance of Deep Learning Models with Class Imbalance for Crop Disease Classification.- Automating the Conducting of Surveys Using Large Language Models.- Computer Vision Based Monitoring System for Flotation in Mining Industry 4.0.- Self-Supervised Learning for Robust Surface Defect Detection.- Efficient Deep Neural Network Verification with QAP-Based zkSNARK.- Version 8 of YOLO for Wildfire Detection.- Investigating a Semantic Similarity Loss Function for the Parallel Training of Abstractive and Extractive Scientific Document Summarizers.- Deep Learning-Based Preprocessing Tools for Turkish Natural Language Processing.- Skin Cancer Classification: A Comparison of CNN-Backbones for Feature-Extraction.- Multilingual Detection of Cyberbullying on Social Networks Using a Fine-Tuned GPT-3.5 Model.- Detecting Big-5 Personality Dimensions from Text Based on Large Language Models.- ME-ODAL: Mixture-of-Experts Ensemble of CNN Models for 3D Object Detection from Automotive LiDAR Point Clouds.- BitNet b1.58 Reloaded: State-of-the-Art Performance Also on Smaller Networks.- Deep Learning for Cattle Face Identification.- OBBabyFace: Oriented Bounding Box for Infant Face Detection.- EEG-Based Patient Independent Epileptic Seizure Detection Using GCN-BRF.- Predicting Components of a Target Value Versus Predicting the Target Value Directly.