Ernest Fokoué

30 papers B 1Misc 1Journal 27Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Theoretical and Empirical Taxonomy of Imbalance in Binary Classification. CoRR Rose Yvette Bandolo Essomba, Ernest Fokoué
2026	J	`jnl`	Decorrelation, Diversity, and Emergent Intelligence: The Isomorphism Between Social Insect Colonies and Ensemble Machine Learning. CoRR Ernest Fokoué, Gregory Babbitt, Yuval Levental
2026	J	`jnl`	Fibonacci-Driven Recursive Ensembles: Algorithms, Convergence, and Learning Dynamics. CoRR Ernest Fokoué
2026	J	`jnl`	Transcendental Regularization of Finite Mixtures:Theoretical Guarantees and Practical Limitations. CoRR Ernest Fokoué
2025	J	`jnl`	A General Weighting Theory for Ensemble Learning: Beyond Variance Reduction via Spectral and Geometric Structure. CoRR Ernest Fokoué
2025	J	`jnl`	Learning using statistical invariants: when they work and when they don't. Mach. Learn. Yang Liu, Ernest Fokoué, Daniel E. Krutz
2025	J	`jnl`	No Intelligence Without Statistics: The Invisible Backbone of Artificial Intelligence. CoRR Ernest Fokoué
2025	J	`jnl`	On Fibonacci Ensembles: An Alternative Approach to Ensemble Learning Inspired by the Timeless Architecture of the Golden Ratio. CoRR Ernest Fokoué
2025	J	`jnl`	Towards AI-Driven Policing: Interdisciplinary Knowledge Discovery from Police Body-Worn Camera Footage. CoRR Anita Srbinovska, Angela Srbinovska, Vivek Senthil, Adrian Martin, John McCluskey, Ernest Fokoué
2022	J	`jnl`	A Computational Exploration of Emerging Methods of Variable Importance Estimation. CoRR Louis Mozart Kamdem, Ernest Fokoué
2022	J	`jnl`	Efficient Novelty Detection Methods for Early Warning of Potential Fatal Diseases. CoRR Sèdjro Salomon Hotegni, Ernest Fokoué
2022	J	`jnl`	Improving the Predictive Performances of k Nearest Neighbors Learning by Efficient Variable Selection. CoRR Eddie Pei, Ernest Fokoué
2021	J	`jnl`	A Novel Use of Discrete Wavelet Transform Features in the Prediction of Epileptic Seizures from EEG Data. CoRR Cyrille Feudjio, Victoire Djimna Noyum, Younous Perieukeu Mofendjou, Rockefeller, Ernest Fokoué
2021	J	`jnl`	Boosting the Predictive Accurary of Singer Identification Using Discrete Wavelet Transform For Feature Extraction. CoRR Victoire Djimna Noyum, Younous Perieukeu Mofenjou, Cyrille Feudjio, Alkan Göktug, Ernest Fokoué
2020	J	`jnl`	Graph Enhanced High Dimensional Kernel Regression. CoRR Eddie Pei, Ernest Fokoué
2020	J	`jnl`	Nonnegative Matrix Factorization with Toeplitz Penalty. CoRR Matthew Corsetti, Ernest Fokoué
2020	J	`jnl`	Nonnegative Matrix Factorization with Zellner Penalty. CoRR Matthew Corsetti, Ernest Fokoué
2019	J	`jnl`	Multi-Stage Fault Warning for Large Electric Grids Using Anomaly Detection and Machine Learning. CoRR Sanjeev Raja, Ernest Fokoué
2019	J	`jnl`	What do Asian Religions Have in Common? An Unsupervised Text Analytics Exploration. CoRR Preeti Sah, Ernest Fokoué
2018	J	`jnl`	Naive Dictionary On Musical Corpora: From Knowledge Representation To Pattern Recognition. CoRR Qiuyi Wu, Ernest Fokoué
2018	J	`jnl`	On the Statistical Challenges of Echo State Networks and Some Potential Remedies. CoRR Qiuyi Wu, Ernest Fokoué, Dhireesha Kudithipudi
2017	B	`conf`	A penalized maximum likelihood approach to the adaptive learning of the spatial pooler permanence. IJCNN Ernest Fokoué, Lakshmi Ravi, Dhireesha Kudithipudi
2016	J	`jnl`	A Mathematical Formalization of Hierarchical Temporal Memory Cortical Learning Algorithm's Spatial Pooler. CoRR James Mnatzaganian, Ernest Fokoué, Dhireesha Kudithipudi
2016	J	`jnl`	A Mathematical Formalization of Hierarchical Temporal Memory's Spatial Pooler. Frontiers Robotics AI James Mnatzaganian, Ernest Fokoué, Dhireesha Kudithipudi
2016	Misc	`conf`	Android Malware Detection Using Category-Based Machine Learning Classifiers. SIGITE Huda Ali Alatwi, Tae Hwan Oh, Ernest Fokoué, Bill Stackpole
2015	J	`jnl`	A Comparison of Classifiers in Performing Speaker Accent Recognition Using MFCCs. CoRR Zichen Ma, Ernest Fokoué
2015	J	`jnl`	Adaptive Random SubSpace Learning (RSSL) Algorithm for Prediction. CoRR Mohamed Elshrif, Ernest Fokoué
2014	J	`jnl`	Probit Normal Correlated Topic Models. CoRR Xingchen Yu, Ernest Fokoué
2003	J	`jnl`	Mixtures of Factor Analysers. Bayesian Estimation and Inference by Stochastic Simulation. Mach. Learn. Ernest Fokoué, D. M. Titterington
1999	—	`conf`	Efficient Approaches to Gaussian Process Classification. NIPS Lehel Csató, Ernest Fokoué, Manfred Opper, Bernhard Schottky, Ole Winther