El. knyga: Artificial Intelligence: Methodology, Systems, and Applications: 19th International Conference, AIMSA 2024, Varna, Bulgaria, September 18-20, 2024, Proceedings

1 Multimodal Sentiment Analysis: Recognizing Sentiment in Memes.- Remote
Sensing Data for Predicting Crop Growth.- Cross-lingual Style Transfer TTS
for High-quality Machine Dubbing.- An Approach to Discovering, Tracking over
Time, and Summarizing Publicly Available Information on a Given
Topic.- Reinforcement Learning Control of Cart Pole System with Spike Timing
Neural Network Actor-critic Architecture.- Predictive and Explainable
Modelling in Economics on the Case Study of Remittance Prediction Using the
NeuDen AI Computational Architecture.- Deep Learning for Multi-class
Diagnosis of Thyroid Disorders using Selective Features.- Medical Ultrasound
Image Quality Assessment using Deep Learning.- Testing the NEAT Algorithm on
a PSPACE-Complete Problem.- Investigating the Regularization of Deep Neural
Networks for Affect Recognition with Relevance-Guided Local
Explanations.- Layered Data-Centric AI to Streamline Data Quality Practices
for Enhanced Automation.- Combining Graph NN and LLM for Improved Text-based
Emotion Recognition.- A Novel Study on Modelling and Adaptive Optimal Control
of a Tubular Reactor Based on Gaussian Processes.- Converging Dimensions:
Information Extraction and Summarization through Multisource, Multimodal, and
Multilingual Fusion.- Enhancing Question Answering in Lecture Videos with a
Multimodal Retrieval Augmented Generation Framework.- Agent-based Simulation
Leveraging Declarative Modeling for Efficient Resource Allocation in
Emergency Scenarios.- Enhancing Security in Federated Learning: Detection of
Synchronized Data Poisoning Attacks.- 3 Clinical and Acquisition Data for
Optimizing MGMT Methylation Status Prediction: A Comprehensive Ensemble
Strategy Emphasizing Non-Invasive Approaches.