Saheed Faremi

Index · Publications

Preprints, papers, and citable work.

2026 2 entries

preprint 2026

Integrating Convolutional Variational Autoencoders and the Gaussian Mixture Model for efficient manifold learning and clustering of spatially preserved EEG topographic maps

Saheed Faremi, Luca Longo

Brain Informatics (under review)

conference 2026

Interpretable EEG Microstate Discovery via Variational Deep Embedding: A Systematic Architecture Search with Multi-Quadrant Evaluation

Saheed Faremi, Andrea Visentin, Luca Longo

XAI 2026 (Late-breaking work + Doctoral Consortium track), Fortaleza, Brazil. arXiv preprint.

2025 1 entry

workshop 2025

Explainable Disentangled Representation Learning of Recurring Brain Activation Patterns via Variational Autoencoders

Saheed Faremi

XAI World Conference 2025, Doctoral Proposals track

2024 1 entry

conference 2024

Machine Learning Models for Identifying Factors Influencing and Predicting Malaria Among Children Under Five Years in Nigeria

Akinpelumi Saheed Faremi, Boluwaji Akinnuwesi, Elliot Mbunge, Petros M. Mashwama, Stephen Fashoto, Polite Zenzo Ncube, John Batani, Shamsudeen Ademola Sanni, Yinusa A. Faremi, Andile Metfula

IEEE ICTAS 2024