Tayo Obafemi-Ajayi

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 32

Top Topics

Stochastic Resonance

Hard Thresholding

Biomedical Data

Biclustering Algorithms

Top Venues

Publications

Sasha Petrenko, Daniel B. Hier, Mary A. Bone, Tayo Obafemi-Ajayi, Erik J. Timpson, William E. Marsh, Michael Speight, Donald C. Wunsch
Analyzing Biomedical Datasets with Symbolic Tree Adaptive Resonance Theory. Inf. 15 (3) (2024)
Daniel B. Hier, Tayo Obafemi-Ajayi, Gayla R. Olbricht, Devin M. Burns, Sasha Petrenko, Donald C. Wunsch II
Enhancing Dimension-Reduced Scatter Plots with Class and Feature Centroids. CoRR (2024)
Arnold A. Harder, Gayla R. Olbricht, Godwin Ekuma, Daniel B. Hier, Tayo Obafemi-Ajayi
Multiple Imputation for Robust Cluster Analysis to Address Missingness in Medical Data. IEEE Access 12 (2024)
Godwin Ekuma, Daniel B. Hier, Tayo Obafemi-Ajayi
An Explainable Deep Learning Model for Prediction of Severity of Alzheimer's Disease. CIBCB (2023)
Lien A. Bui, Dacosta Yeboah, Louis Steinmeister, Sima Azizi, Daniel B. Hier, Donald C. Wunsch, Gayla R. Olbricht, Tayo Obafemi-Ajayi
Heterogeneity in Blood Biomarker Trajectories After Mild TBI Revealed by Unsupervised Learning. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (3) (2022)
Tayo Obafemi-Ajayi, Andy D. Perkins, Bindu Nanduri, Donald C. Wunsch II, James A. Foster, Joan Peckham
No-boundary thinking: a viable solution to ethical data-driven AI in precision medicine. AI Ethics 2 (4) (2022)
Joan Peckham, Andy D. Perkins, Tayo Obafemi-Ajayi, Xiuzhen Huang
NBT (no-boundary thinking): needed to attend to ethical implications of data and AI. BCB (2022)
Andy Perkins, Joan Peckham, Tayo Obafemi-Ajayi, Xiuzhen Huang
Team building without boundaries. BCB (2022)
Dacosta Yeboah, Hung Nguyen, Daniel B. Hier, Gayla R. Olbricht, Tayo Obafemi-Ajayi
A deep learning model to predict traumatic brain injury severity and outcome from MR images. CIBCB (2021)
Emmett Redd, Tayo Obafemi-Ajayi
Noise Quality and Super-Turing Computation in Recurrent Neural Networks. ICANN (4) (2021)
John Matta, Daniel Dobrino, Swade Howard, Dacosta Yeboah, Jonathan Kopel, Yasser El-Manzalawy, Tayo Obafemi-Ajayi
A PheWAS Model of Autism Spectrum Disorder. EMBC (2021)
Matthew Chaplin, Jacob Grubb, Thomas Clifford, Justin Bruce, Tayo Obafemi-Ajayi, John Matta
Improved Classification of Medical Data Using Meta-Best Feature Selection. EMBC (2020)
Zachary Roy, Sujit Subhash, Lien A. Bui, Bassam Hadi, Daniel B. Hier, Donald Wunsch, Gayla R. Olbricht, Tayo Obafemi-Ajayi
Exploratory Analysis of Concussion Recovery Trajectories using Multi-modal Assessments and Serum Biomarkers. EMBC (2020)
Sujit Subhash, Tayo Obafemi-Ajayi, Dennis Goodman, Donald C. Wunsch II, Gayla R. Olbricht
Predictive Modeling of Sports-Related Concussions using Clinical Assessment Metrics. SSCI (2020)
Thy Nguyen, Jason Viehman, Dacosta Yeboah, Gayla R. Olbricht, Tayo Obafemi-Ajayi
Statistical Comparative Analysis and Evaluation of Validation Indices for Clustering Optimization. SSCI (2020)
Dacosta Yeboah, Louis Steinmeister, Daniel B. Hier, Bassam Hadi, Donald C. Wunsch, Gayla R. Olbricht, Tayo Obafemi-Ajayi
An Explainable and Statistically Validated Ensemble Clustering Model Applied to the Identification of Traumatic Brain Injury Subgroups. IEEE Access 8 (2020)
Junya Zhao, Thy Nguyen, Jonathan Kopel, Perry B. Koob, Donald A. Adieroh, Tayo Obafemi-Ajayi
Genotype Combinations Linked to Phenotype Subgroups in Autism Spectrum Disorders. CIBCB (2019)
Thy Nguyen, Tayo Obafemi-Ajayi
Recurrent Network and Multi-arm Bandit Methods for Multi-task Learning without Task Specification. IJCNN (2019)
Emmett Redd, Arthur Steven Younger, Tayo Obafemi-Ajayi
Stochastic Resonance Enables BPP/log* Complexity and Universal Approximation in Analog Recurrent Neural Networks. IJCNN (2019)
Thy Nguyen, Tayo Obafemi-Ajayi
Structured Iterative Hard Thresholding for Categorical and Mixed Data Types. SSCI (2019)
Thomas Clifford, Justin Bruce, Tayo Obafemi-Ajayi, John Matta
Comparative Analysis of Feature Selection Methods to Identify Biomarkers in a Stroke-Related Dataset. CIBCB (2019)
Jeffrey Dale, Junya Zhao, Tayo Obafemi-Ajayi
Multi-objective Optimization Approach to find Biclusters in Gene Expression Data. CIBCB (2019)
Jeffrey Dale, John Matta, Susanne Howard, Gunes Ercal, Wenping Qiu, Tayo Obafemi-Ajayi
Analysis of grapevine gene expression data using node-based resilience clustering. CIBCB (2018)
Thy Nguyen, Kerri Nowell, Kimberly E. Bodner, Tayo Obafemi-Ajayi
Ensemble validation paradigm for intelligent data analysis in autism spectrum disorders. CIBCB (2018)
Thy Nguyen, Arthur Steven Younger, Emmett Redd, Tayo Obafemi-Ajayi
Meta-Learning Related Tasks with Recurrent Networks: Optimization and Generalization. IJCNN (2018)
Jeffrey Dale, America Nishimoto, Tayo Obafemi-Ajayi
Performance Evaluation and Enhancement of Biclustering Algorithms. ICPRAM (2018)
John Matta, Junya Zhao, Gunes Ercal, Tayo Obafemi-Ajayi
Applications of node-based resilience graph theoretic framework to clustering autism spectrum disorders phenotypes. Appl. Netw. Sci. 3 (1) (2018)
Tayo Obafemi-Ajayi, Luke Settles, Yuqing Su, Cynthia Germeroth, Gayla R. Olbricht, Donald C. Wunsch, T. Nicole Takahashi, Judith Miles
Genetic variant analysis of boys with Autism: A pilot study on linking facial phenotype to genotype. BIBM (2017)
Tayo Obafemi-Ajayi, Khalid Al-Jabery, Lauren E. Salminen, David H. Laidlaw, Ryan P. Cabeen, Donald Wunsch, Robert H. Paul
Neuroimaging biomarkers of cognitive decline in healthy older adults via unified learning. SSCI (2017)
Theresa Odun-Ayo, Tayo Obafemi-Ajayi
Building the K-12 engineering pipeline: An assessment of where we stand. FIE (2017)
John Matta, Tayo Obafemi-Ajayi, Jeffrey Borwey, Donald C. Wunsch, Gunes Ercal
Robust Graph-Theoretic Clustering Approaches Using Node-Based Resilience Measures. ICDM (2016)
Khalid Al-Jabery, Tayo Obafemi-Ajayi, Gayla R. Olbricht, T. Nicole Takahashi, Stephen Kanne, Donald C. Wunsch
Ensemble statistical and subspace clustering model for analysis of autism spectrum disorder phenotypes. EMBC (2016)
Jeffrey Borwey, Darla Ahlert, Tayo Obafemi-Ajayi, Gunes Ercal
A Graph-Theoretic Clustering Methodology Based on Vertex-Attack Tolerance. FLAIRS Conference (2015)
Tayo Obafemi-Ajayi, Dao Lam, T. Nicole Takahashi, Stephen Kanne, Donald C. Wunsch
Sorting the phenotypic heterogeneity of autism spectrum disorders: A hierarchical clustering model. CIBCB (2015)
Tayo Obafemi-Ajayi, Gady Agam
Goal-oriented evaluation of binarization algorithms for historical document images. DRR (2013)
Tayo Obafemi-Ajayi, Gady Agam, Bingqing Xie
Ensemble methods with simple features for document zone classification. DRR (2012)
Ratchadaporn Kanawong, Tayo Obafemi-Ajayi, Jun Yu, Dong Xu, Shao Li, Ye Duan
ZHENG classification in Traditional Chinese Medicine based on modified specular-free tongue images. BIBM Workshops (2012)
Tayo Obafemi-Ajayi, Sanjiv Kapoor, Ophir Frieder
: Network topology for searching replicated data in p2p systems. Inf. Process. Manag. 48 (5) (2012)
Tayo Obafemi-Ajayi, Gady Agam
Character-Based Automated Human Perception Quality Assessment in Document Images. IEEE Trans. Syst. Man Cybern. Part A 42 (3) (2012)
Tayo Obafemi-Ajayi, Ratchadaporn Kanawong, Dong Xu, Shao Li, Ye Duan
Features for automated tongue image shape classification. BIBM Workshops (2012)
Tayo Obafemi-Ajayi, Gady Agam
Statistical multi-resolution schemes for historical document binarization. DRR (2011)
Tayo Obafemi-Ajayi, Gady Agam, Ophir Frieder
Historical document enhancement using LUT classification. Int. J. Document Anal. Recognit. 13 (1) (2010)
Tayo Obafemi-Ajayi, Gady Agam, Ophir Frieder
Evaluation of human perception of degradation in document images. DRR (2010)
Tayo Obafemi-Ajayi, Gady Agam, Ophir Frieder
Learning shape features for document enhancement. DRR (2010)
Tayo Obafemi-Ajayi, Gady Agam, Ophir Frieder
Efficient shape-LUT classification for document image restoration. DRR (2009)
Tayo Obafemi-Ajayi, Gady Agam, Ophir Frieder
Ensemble LUT classification for degraded document enhancement. DRR (2008)
Tayo Obafemi-Ajayi, Gady Agam, Ophir Frieder
Efficient MRF approach to document image enhancement. ICPR (2008)