Geurts, Pierre

Extremely randomized trees

Geurts, P., Ernst, D., & Wehenkel, L. (2006) · Machine Learning

Machine Learning and Data ClassificationStatistical Methods and Inference

Cited by 9,300

Scenic: single-cell regulatory network inference and clustering.

Aibar, S., González-Blas, C. B., Moerman, T., Huynh-Thu, V. A., Imrichova, H., Hulselmans, G., Rambow, F., Marine, J.-C., Geurts, P., Aerts, J., et al. (2017) · Nature Methods

Single-cell and spatial transcriptomicsGene Regulatory Network Analysis

Cited by 6,520

Inferring Regulatory Networks from Expression Data Using Tree-Based Methods

Huynh-Thu, V. A., Irrthum, A., Wehenkel, L., & Geurts, P. (2010) · PLoS ONE

Gene Regulatory Network AnalysisBioinformatics and Genomic Networks

Cited by 2,131

Evaluation and Comparison of Anatomical Landmark Detection Methods for Cephalometric X-Ray Images: A Grand Challenge

Wang, C.-W., Huang, C.-T., Hsieh, M.-C., Li, C.-H., Chang, S.-W., Li, W.-C., Vandaele, R., Maree, R., Jodogne, S., Geurts, P., et al. (2015) · IEEE Transactions on Medical Imaging

Dental Radiography and ImagingOrthodontics and Dentofacial Orthopedics

Cited by 235

A machine learning approach to improve congestion control over wireless computer networks

Geurts, P., El Khayat, I., & Leduc, G. (2004) · Fourth IEEE International Conference on Data Mining (ICDM'04)

Network Traffic and Congestion ControlWireless Networks and Protocols

Cited by 68

Enhancement of TCP over wired/wireless networks with packet loss classifiers inferred by supervised learning

El Khayat, I., Geurts, P., & Leduc, G. (2010) · Wireless Networks

Network Traffic and Congestion ControlWireless Networks and Protocols

Cited by 34

Improving TCP in Wireless Networks with an Adaptive Machine-Learnt Classifier of Packet Loss Causes

El Khayat, I., Geurts, P., & Leduc, G. (2005) · Lecture Notes in Computer Science

Network Traffic and Congestion ControlWireless Networks and Protocols

Cited by 20

Machine-learnt versus analytical models of TCP throughput

El Khayat, I., Geurts, P., & Leduc, G. (2007) · Computer Networks

Network Traffic and Congestion ControlWireless Networks and Protocols

Cited by 10