Nur Fariha Syaqina Zulkepli

According to our database, Nur Fariha Syaqina Zulkepli authored at least 7 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2026

A comprehensive review of the mapper algorithm, a topological data analysis technique, and Its applications across various fields (2007-2025).

Vine Nwabuisi Madukpe, Bright Chukwuma Ugoala, Nur Fariha Syaqina Zulkepli

Int. J. Data Sci. Anal., June, 2026

TopoLLM: GAN-enhanced topological representations and pre-trained large language models for Time-Series Forecasting.

Zixin Lin, Nur Fariha Syaqina Zulkepli, Mohd Shareduwan Mohd Kasihmuddin, Rudrusamy U. Gobithaasan

Knowl. Based Syst., 2026

Time-series forecasting via topological information supervised framework with efficient topological feature learning.

Zixin Lin, Nur Fariha Syaqina Zulkepli, Mohd Shareduwan Mohd Kasihmuddin, Rudrusamyr Gobithaasan

Expert Syst. Appl., 2026

A patch-grouped topological fusion approach for enhanced multivariate numeric time-series modeling.

Zixin Lin, Nur Fariha Syaqina Zulkepli, Mohd Shareduwan Mohd Kasihmuddin, Rudrusamy U. Gobithaasan

Appl. Soft Comput., 2026

2025

CrossTopoNet: A cross-attention framework on topological latent feature space for time-series forecasting.

Zixin Lin, Nur Fariha Syaqina Zulkepli, Mohd Shareduwan Mohd Kasihmuddin, Rudrusamy U. Gobithaasan

Knowl. Based Syst., 2025

An optimized logic mining method for data processing through higher-order satisfiability representation in discrete hopfield neural network.

Nurul Atiqah Romli, Nur Fariha Syaqina Zulkepli, Mohd Shareduwan Mohd Kasihmuddin, Syed Anayet Karim, Siti Zulaikha Mohd Jamaludin, Nur 'Afifah Rusdi, Gaeithry Manoharam, Mohd. Asyraf Mansor, Nur Ezlin Zamri

Appl. Soft Comput., 2025

A Topological-Indicators-Based k-Means Clustering Algorithm and Its Application in Time Series Data: A Case Study on Sea Level Variability in Peninsular Malaysia.

Zixin Lin, Nur Fariha Syaqina Zulkepli, Mohd Shareduwan Bin Mohd Kasihmuddin, Rudrusamyr Gobithaasan

IEEE Access, 2025