Applied Computer Sciences in Engineering, Kartoniert / Broschiert

Klappentext

.- Artificial Intelligence.

.- Term Structure of Crude Oil Futures Prices with Kolmogorov--Arnold Networks: A Nonlinear Extension of the Diebold--Li Model.

.- What Makes a 7 a 7? Exploration into a Neural Network's Features of Interest.

.- Meta-learning for performance prediction of machine learning models.

.- Mean Field Game Approach to Multi-Asset Portfolio Optimization with Physics-Informed Neural Networks.

.- Emotional segmentation using Fuzzy C-Means: Identifying enthusiastic, rejecting, and uncertain profiles in the presence of service robots.

.- Intraday Prediction of Oil Price using Deep Learning Techniques.

.- Forecasting the USD/COP Exchange Rate Using LSTM Networks: A Comparison with ARIMA Models.

.- Enhanced LSTM Approach to Hybrid Floating Photovoltaic- Hydropower (HFPVH) systems.

.- Hybrid FEM-ML modeling: validating a custom Genetic Algorithm for predicting residual stress in additive manufacturing process.

.- Detection of Deepfakes in Images Using Convolutional Neural Networks.

.- Probabilistic Power Flow Analysis in Hybrid Systems Using Machine Learning Techniques.

.- IDS for ICS through Artificial Intelligence: A Case in Power System.

.- TinyML approach for pre-fall motion pattern detection in older adults.

.- Improving Handwriting-Based Parkinson's Disease Classification Through Transfer Learning and Generative Data Augmentation.

.- Speech Representations to Monitor Parkinson Disease Progression.

.- Parkinson's detection in videos using classical and DL techniques.

.- WilsonIA: rule based framework for supporting non-expert creating Machine Learning models.

.- Exploring Fuzzy Transformers Fusion Applied to Sentiment Analysis.

.- An Optimized Approach for Automatic License Plate Recognition in Open-Access Environments.

.- Learning Structured Spatiotemporal Tasks with xLSTM under Uncertainty: A Multi-Task Approach.

.- Machine and Deep Learning Classification of Chitinase Enzymes Including Explanations.

.- Implementation and Evaluation of Deep Learning Architectures for Human Activity Recognition.

.- FedSyncBN: BatchNorm Synchronization for Pulmonary Vascular Anomaly Detection in Heterogeneous Federated Learning.

.- Predictive Recommendation System Based on Machine Learning Models for Academic Marketing Strategies in Higher Education Institutions.

.- Predictive Model Based on Thunderstorms in Colombia Using Machine Learning Techniques.

.- Detection of Diabetic Foot Ulcers using deep learning models.

.- Anomaly Detection System Based on 3D Convolutional Neural Networks and YOLO on Surveillance Videos.

.- BreastScanAI: A Computational Tool for 3D Volumetric Modeling and Deep Learning--Based Analysis of Breast MRI.

.- EEG-based Discrimination of Aging Effects from Movement Therapy Using Machine Learning.

.- Grad-CAM Powered Transfer Learning for Citrus Disease Classification with MobileNetV2.

.- Machine learning based discrimination between young and older adults using brain signals.