Froduald Kabanza - Publications, H-index & Citations

Froduald Kabanza

University of Sherbrooke

15H指数

84论文数

1.6K被引数

收录论文 7

发表时间

Enhancing Anomaly Alert Prioritization Through Calibrated Standard Deviation Uncertainty Estimation With an Ensemble of Auto-Encoders 通过校准的标准差不确定性估计和自编码器集成提升异常警报优先级

IEEE Transactions on Network and Service Management

IF5.4

2026-02-12

PREAI

Jordan F. Masakuna; D'Jeff K. Nkashama; Arian Soltani; Marc Frappier; Pierre-Martin Tardif; Froduald Kabanza

ANADOE: Autoencoder-Based Network Anomaly Detection With Outlier Exposure ANADOE：基于自编码器且结合异常暴露的网络异常检测

IEEE Internet of Things Journal

IF8.9

2026-02-06

PREAI

D’Jeff Kanda Nkashama; Jordan F. Masakuna; Arian Soltani; François Charest; Yassir Chekour; Marc Frappier; Pierre-Martin Tardif; Froduald Kabanza

Streamlined and Resource-Efficient Estimation of Epistemic Uncertainty in Deep Ensemble Classification Decision via Regression

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE

IF6.5

2024-01-01

PREAI

Masakuna, Jordan F.; Nkashama, Djeff K.; Soltani, Arian; Frappier, Marc; Tardif, Pierre M.; Kabanza, Froduald

Evaluation of a machine learning capability for a clinical decision support system to enhance antimicrobial stewardship programs

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2016-03-01

PREAI

Beaudoin, Mathieu; Kabanza, Froduald; Nault, Vincent; Valiquette, Louis

CORALS: A Real-Time Planner for Anti-Air Defense Operations

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2010-12-03

PREAI

Benaskeur, Abder Rezak; Kabanza, Froduald; Beaudry, Eric

Implementing tutoring strategies into a patient simulator for clinical reasoning learning 在患者模拟器中实施辅导策略以进行临床推理学习

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2006-09-01

PREAI

Kabanza, Froduald; Bisson, Guy; Charneau, Annabelle; Jang, Taek-Sueng

Using temporal logics to express search control knowledge for planning

artificial intelligence review

IF4.6

2000-01-01

283

PREAI

Bacchus, F; Kabanza, F

研究方向