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Jordan F. Masakuna
Jordan F. Masakuna
Associate Professor of Computer Science, University of Kinshasa
Adresse e-mail validée de unikin.ac.cd - Page d'accueil
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Année
Performance-agnostic fusion of probabilistic classifier outputs
JF Masakuna, SW Utete, S Kroon
2020 IEEE 23rd International Conference on Information Fusion (FUSION), 1-8, 2020
82020
Active strategies for coordination of solitary robots
JF Masakuna
Stellenbosch: Stellenbosch University, 2020
52020
Do Prior Information on Performance of Individual Classifiers for Fusion of Probabilistic Classifier Outputs Matter?
JF Masakuna, PK Kafunda
Journal of Classification 40 (3), 468-487, 2023
22023
Distributed Identification of Central Nodes with Less Communication
JF Masakuna, PK Kafunda
Applied Network Science 8 (1), 13, 2023
22023
On the Theoretical Convergence and Error Sensitivity Analysis of Yayambo for Fusion of Probabilistic Classifier Outputs
JF Masakuna, PK Kafunda, ML Kayembe
2022 25th International Conference on Information Fusion (FUSION), 01-08, 2022
22022
A Coordinated Search Strategy for Solitary Robots
JF Masakuna, SW Utete, S Kroon
2019 Third IEEE International Conference on Robotic Computing (IRC), 433-434, 2019
22019
Assessing Language Models for Semantic Textual Similarity in Cybersecurity
A Soltani, DJK Nkashama, JF Masakuna, M Frappier, PM Tardif, ...
International Conference on Detection of Intrusions and Malware, and …, 2024
12024
Calibrated Uncertainty Quantification on Auto-Encoders for Anomaly Detection with Standard Deviation as Metric
JF Masakuna, KN D'Jeff, A Soltani, M Frappier, PM Tardif, F Kabanza
Authorea Preprints, 2023
12023
Machine Learning Methods for Shark Detection
JF Masakuna
arXiv preprint arXiv:1905.13309, 2019
12019
A Coordinated Search Strategy for Multiple Solitary Robots: An Extension
JF Masakuna, SW Utete, S Kroon
arXiv preprint arXiv:1905.07434, 2019
12019
Streamlined and Resource-Efficient Estimation of Epistemic Uncertainty in Deep Ensemble Classification Decision via Regression
JF Masakuna, DK Nkashama, A Soltani, M Frappier, PM Tardif, ...
IEEE Transactions on Emerging Topics in Computational Intelligence, 2024
2024
Impact of Inaccurate Contamination Ratio on Robust Unsupervised Anomaly Detection
JF Masakuna, DJK Nkashama, A Soltani, M Frappier, PM Tardif, ...
arXiv preprint arXiv:2408.07718, 2024
2024
Streamlined and Resource-Efficient Predictive Uncertainty Estimation of Deep Ensemble Predictions via Regression
JF Masakuna, KN D'Jeff, A Soltani, M Frappier, PM Tardif, F Kabanza
Authorea Preprints, 2023
2023
A Soft Obstacle Search Strategy for Various Solitary Robots in an Unknown Environment
JF Masakuna, PK Kafunda
2023
Do Prior Information on Performance of Individual Classifiers for Fusion of Probabilistic Classifier Outputs using Yayambo Matter?
JF Masakuna, PK Kafunda
2022
Yayambo: Performance-Agnostic Fusion of Probabilistic Classifier Outputs
S Utete, S Kroon, MJF Masakuna
2020
More Results on the Coordinated Search Strategy for Solitary Robots
JF Masakuna, SW Utete, S Kroon
Breaking News: You Can Count On Us
M Sejeso, M Olusanya, J Masakuna, T Mashigo, N Nathi, D Punucchi
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