Timothy Oladunni

According to our database, Timothy Oladunni authored at least 21 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A Nonlinear Complexity Index for Wearable PPG Cardiovascular Stability: Multiscale Validation, Systematic Evaluation Correction, and Bayesian Parameter Optimization.

Timothy Oladunni, Farouk Ganiyu-Adewumi

CoRR, May, 2026

Attractor-Vascular Coupling Theory: Formal Grounding and Empirical Validation for AAMI-Standard Cuffless Blood Pressure Estimation from Smartphone Photoplethysmography.

Timothy Oladunni, Farouk Ganiyu-Adewumi

CoRR, May, 2026

Cardiac Stability Theory: An Axiomatically Grounded Framework for Continuous Cardiac Health Monitoring via Smartphone Photoplethysmography.

Timothy Oladunni, Farouk Ganiyu-Adewumi

CoRR, April, 2026

Complementarity-Preserving Generative Theory for Multimodal ECG Synthesis: A Quantum-Inspired Approach.

Timothy Oladunni, Farouk Ganiyu-Adewumi, Clyde Baidoo, Kyndal Maclin

CoRR, March, 2026

When Should a Model Change Its Mind? An Energy-Based Theory and Regularizer for Concept Drift in Electrocardiogram (ECG) Signals.

Timothy Oladunni, Blessing Ojeme, Kyndal Maclin, Clyde Baidoo

CoRR, February, 2026

2025

Explainable Deep Neural Network for Multimodal ECG Signals: Intermediate vs Late Fusion.

Timothy Oladunni, Ehimen Aneni

CoRR, August, 2025

Rethinking Multimodality: Optimizing Multimodal Deep Learning for Biomedical Signal Classification.

Timothy Oladunni, Alex Wong

IEEE Access, 2025

Explainable Deep Neural Network for Multimodal ECG Signals: Intermediate Versus Late Fusion.

Timothy Oladunni, Ehimen Aneni

IEEE Access, 2025

2024

Advancements in Generative AI: A Comprehensive Review of GANs, GPT, Autoencoders, Diffusion Model, and Transformers.

Staphord Bengesi, Hoda El-Sayed, Md. Kamruzzaman Sarker, Yao Houkpati, John Irungu, Timothy Oladunni

IEEE Access, 2024

2023

Covid-19 vaccine hesitancy: Text mining, sentiment analysis and machine learning on COVID-19 vaccination Twitter dataset.

Miftahul Qorib, Timothy Oladunni, Max Denis, Esther Ososanya, Paul Cotae

Expert Syst. Appl., 2023

Text Mining and Emotion Classification on Monkeypox Twitter Dataset: A Deep Learning-Natural Language Processing (NLP) Approach.

Ruth Olusegun, Timothy Oladunni, Halima Audu, Yao Houkpati, Staphord Bengesi

IEEE Access, 2023

ML-ECG-COVID: A Machine Learning-Electrocardiogram Signal Processing Technique for COVID-19 Predictive Modeling.

John Irungu, Timothy Oladunni, Andrew C. Grizzle, Max Denis, Marzieh Savadkoohi, Esther Ososanya

IEEE Access, 2023

A Machine Learning-Sentiment Analysis on Monkeypox Outbreak: An Extensive Dataset to Show the Polarity of Public Opinion From Twitter Tweets.

Staphord Bengesi, Timothy Oladunni, Ruth Olusegun, Halima Audu

IEEE Access, 2023

A CNN Transfer Learning -Electrocardiogram (ECG) Signal Approach to Predict COVID-19.

John Irungu, Timothy Oladunni, Max Denis, Esther Ososanya, Ruth Muriithi

Proceedings of the 15th International Conference on Computer and Automation Engineering, 2023

2021

Deep neural networks for human's fall-risk prediction using force-plate time series signal.

Marzieh Savadkoohi, Timothy Oladunni, Lara A. Thompson

Expert Syst. Appl., 2021

Investigation of Data Size Variability in Wind Speed Prediction Using AI Algorithms.

Md Amimul Ehsan, Amir Shahirinia, Nian Zhang, Timothy Oladunni

Cybern. Syst., 2021

2020

Wind Speed Prediction and Visualization Using Long Short-Term Memory Networks (LSTM).

Md Amimul Ehsan, Amir Shahirinia, Nian Zhang, Timothy Oladunni

CoRR, 2020

2017

Foreclosure Sale and House Value: Correlation or Causation?

Timothy Oladunni, Sharad Sharma, Raymond Tiwang

Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

A Spatio - Temporal Hedonic House Regression Model.

Timothy Oladunni, Sharad Sharma, Raymond Tiwang

Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

2016

Spatial Dependency and Hedonic Housing Regression Model.

Timothy Oladunni, Sharad Sharma

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

Hedonic Housing Theory - A Machine Learning Investigation.

Timothy Oladunni, Sharad Sharma

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016