GitHub

Multiple Operator Kolmogorov-Arnold Network (MultiOKAN)

Codes for training of Multiple Operator Kolmogorov-Arnold Network (MultiOKAN). The present framework delivers end-to-end, data-driven prediction of multiphase flow evolution from initial ...
GitHub

Transformer-based Denoising AutoEncoder for Sentence Transformers Unsupervised pre-training

The acquisition of sentence embeddings often necessitates a substantial volume of labeled data. However, in many cases and fields, labeled data is rarely accessible, and the procurement of such data ...
IEEE

Spatio-Temporal AutoEncoder for Traffic Flow Prediction

Abstract: Forecasting traffic flow is an important task in urban areas, and a large number of methods have been proposed for traffic flow prediction. However, most of the existing methods follow a ...
IEEE

An Autoencoder-Based Hybrid Detection Model for Intrusion Detection With Small-Sample Problem

Cyber-attacks have become more frequent, targeted, and complex as the exponential growth in computer networks and the development of Internet of Things (IoT). Network intrusion detection system (NIDS) ...