Computational Science and Computational Intelligence: 11th International Conference, CSCI 2024, Las Vegas, NV, USA, December 1113, 2024, Proceedings, Part I [Pehme köide]

SECTION: LARGE LANGUAGE MODELS & METHODOLOGIES.- Large Language Models
for Text Classification: A New Era of Accuracy and Efficiency.- Exploring New
Methods of Data Augmentation for Intent Classification through Large Language
Models.- Towards Evaluating Large Language Models for Graph Query
Generation.- Logical Fallacy Detection in Text: Leveraging Large Language
Models for Improving Human Discourse.- Hallucinations and Training-data Bias:
Results from two number transcription experiments using GPT models.- SECTION:
DEEP LEARNING & APPLICATIONS.- On the Effectiveness of UAV Audio Detection
and Identification Using Deep Learning Models and Mel Spectrograms.-DRNMS: An
Enhanced Deep Learning-Based System for Data Recovery and Anomaly Detection
in Network Monitoring.- Voice Disorder Prediction with Convolutional Neural
Network (CNN).- Unveiling the Unexpected: Transformer Outperforms Specialized
Architectures in Volatile Supply Chain Forecasting.- SECTION: ARTIFICIAL
INTELLIGENCE & PREDICTION METHODS.- Optimizing Predictive Performance: A
Comparative Study of Machine Learning Algorithms for Classification
Tasks.-Machine Learning-Based Prediction of Rabies Outbreaks Using
Epidemiological and Environmental Data in Africa.- Assisting Personal Support
Worker's e-Training with AI Prediction.- Predicting Late Delivery Risk in a
Blockchain-based Supply Chain Management Architecture.-  SECTION: ARTIFICIAL
INTELLIGENCE, MACHINE LEARNING, APPLICATIONS & ALGORITHMS.- Robots Playing
Fair? - How Embodiment Shapes Trust and Perceptions of Cheating in
AI.-Sentence-level Adversarial Examples in Arabic.- Analyzing Insurance Cost
Estimation: A Supervised Regression Approach.- Collaborative Design between
Intelligent Agents through Resource Sharing.- Early Detection of Mode
Collapse in GANs Through Loss Monitoring.- DBRH-5: Legendre Polynomial-based
Attention Mechanism in Dual-branch Hybrid-5 Towards Arrhythmia Diagnosis.-
Sequential Disaggregation of Residential Energy Consumption Using Random
Forest Regression.- A Declarative Approach to Tackle Sawmill Production
Scheduling with Answer Set Programming.- Preferential Ensemble Method with
Exponentially Weighted Scores and its Application to Facial Expression
Classification.- Improving SOCIALDISTILBERT with Augmented Embeddings.- Next
Generation Imminent Fracture Risk Assessment Using AI.- Multi-grain Parallel
Processing of Intuctive Logic Programming.