[PDF][PDF] Database Management Systems for Artificial Intelligence: Comparative Analysis of PostgreSQL and MongoDB
Y Weng, J Wu - 2024 - easychair.org
The rapid evolution of artificial intelligence (AI) has amplified the need for efficient database
management systems (DBMS) to handle the growing volume, variety, and velocity of data …
management systems (DBMS) to handle the growing volume, variety, and velocity of data …
[PDF][PDF] Adaptive Strategies for Multiscale Gradient Fusion in Neural Networks
YLH Sun, W Chen, X Zhang, J Wang, L Zhao - researchgate.net
Neural networks face considerable challenges when dealing with multiscale gradient fusion,
necessitating innovative solutions to optimize training and enhance performance. In this …
necessitating innovative solutions to optimize training and enhance performance. In this …
[PDF][PDF] Multi-Step Ahead Forecasting of Oil Prices Using Advanced LSTM Techniques
L Zhao, YLH Sun, X Zhang, W Chen, J Wang - researchgate.net
The prediction of oil prices presents significant challenges due to the non-linear and volatile
characteristics of the market. Traditional forecasting techniques often fail to adequately …
characteristics of the market. Traditional forecasting techniques often fail to adequately …
[PDF][PDF] Evaluating the Trade-offs Between Privacy Protection and Bid Efficiency
X Zhang, H Sun, J Wang, Y Li, L Zhao, W Chen - researchgate.net
The increasing demand for privacy in digital transactions presents unique challenges for
platforms that manage bidding processes. As platforms adopt strong privacy measures to …
platforms that manage bidding processes. As platforms adopt strong privacy measures to …
[PDF][PDF] Hybrid Optimization Strategies Combining Genetic Algorithms with Machine Learning for Graph Problems
L Zhang, X Chen, Z Sun, G Wang, J Liu, M Zhou - researchgate.net
Large-scale optimization problems in graph theory present considerable challenges that
necessitate innovative approaches for efficient resolution. Traditional Genetic Algorithms …
necessitate innovative approaches for efficient resolution. Traditional Genetic Algorithms …
[PDF][PDF] Unsupervised Learning Methods for Heterogeneous Information Network Classification
P Singh, N Kim, I Cruz, R Mendoza, S Patel, A Martinez - researchgate.net
Heterogeneous information networks (HINs) present unique challenges for classification
due to the variety of node types and relationships involved. Traditional learning paradigms …
due to the variety of node types and relationships involved. Traditional learning paradigms …
[PDF][PDF] Strategies for Developing Adaptive Learning Environments in Online Education
L Li, X Wang, M Zhang, H Chen, Z Yang, J Liu - researchgate.net
Online education has become increasingly important, and creating adaptive learning
environments is essential for meeting the diverse needs of students. To achieve this, we …
environments is essential for meeting the diverse needs of students. To achieve this, we …
[PDF][PDF] Evaluating Robustness in Adaptive UAV Navigation Systems under Uncertainty
M Johnson, J Smith, E Brown, A Deshmukh, D Williams… - researchgate.net
Abstract Adaptive Unmanned Aerial Vehicles (UAVs) have revolutionized navigation
methods, but ensuring their robustness in uncertain environments remains a challenge. This …
methods, but ensuring their robustness in uncertain environments remains a challenge. This …
[PDF][PDF] Enhanced Multiscale Edge Detection Using Deep Learning Techniques
J Smith, D Williams, E Brown, M Johnson, S Rodriguez… - researchgate.net
Deep learning has transformed edge detection, paving the way for improved accuracy and
efficiency in computer vision tasks. Traditional edge detection methods often struggle with …
efficiency in computer vision tasks. Traditional edge detection methods often struggle with …