533 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- North Carolina State UniversityUS3 papers
- Arizona State UniversityUS2 papers
- United States Census BureauUS2 papers
- University of MissouriUS2 papers
- University of North Carolina at Chapel HillUS2 papers
- AgroParisTechFR1 paper
- Alex's Lemonade Stand FoundationUS1 paper
- Amazon (United States)US1 paper
- BC Children's Hospital Research InstituteCA1 paper
- Brigham and Women's HospitalUS1 paper
- Budapest University of Technology and EconomicsHU1 paper
- California Institute of TechnologyUS1 paper
6 papers · 1 filter
Monitoring road infrastructures from satellite images in Greater Maputo
Arianna Burzacchi, Matteo Landrò, Simone Vantini
The information about pavement surface type is rarely available in road network databases of developing countries although it represents a cornerstone of the design of efficient mo…
The importance of transparency and reproducibility in artificial intelligence research
Benjamin Haibe-Kains, George Alexandru Adam, Ahmed Hosny +17
In their study, McKinney et al. showed the high potential of artificial intelligence for breast cancer screening. However, the lack of detailed methods and computer code undermines…
A comparison of statistical and machine learning methods for creating national daily maps of ambient PM concentration
Veronica J. Berrocal, Yawen Guan, Amanda Muyskens +4
A typical problem in air pollution epidemiology is exposure assessment for individuals for which health data are available. Due to the sparsity of monitoring sites and the limited…
Automatic Hyperparameter Tuning Method for Local Outlier Factor, with Applications to Anomaly Detection
Zekun Xu, Deovrat Kakde, Arin Chaudhuri
In recent years, there have been many practical applications of anomaly detection such as in predictive maintenance, detection of credit fraud, network intrusion, and system failur…
A New SVDD-Based Multivariate Non-parametric Process Capability Index
Deovrat Kakde, Arin Chaudhuri, Diana Shaw
Process capability index (PCI) is a commonly used statistic to measure ability of a process to operate within the given specifications or to produce products which meet the require…
A new bandwidth selection criterion for using SVDD to analyze hyperspectral data
Yuwei Liao, Deovrat Kakde, Arin Chaudhuri +3
This paper presents a method for hyperspectral image classification that uses support vector data description (SVDD) with the Gaussian kernel function. SVDD has been a popular mach…