Intelligent sensing analysis using mel-time-frequency-imaging and deep learning for distributed fiber-optic vibration detection

Z Sun, K Liu, T Xu, Y Xu, W Fang, K Xue… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
In fiber-optic vibration-sensing applications, intelligent sensing analysis is an important task
for reducing costs and improving the overall quality of monitoring. Most existing methods …

3D ROC histogram: A new ROC analysis tool incorporating information on instances

R Guo, X Shen, X Zhang - IEEE Access, 2019 - ieeexplore.ieee.org
While Receiver Operator Characteristic (ROC) curves have been a standard tool in the
design and evaluation of binary classification problems, they have sometimes been blamed …

[PDF][PDF] 基于分辨粒度的gROC 曲线分析方法

董元方, 李雄飞, 李军, 赵海英 - 软件学报, 2012 - jos.org.cn
ROC 曲线是模型选择的一种重要方法, 但ROC 曲线的不确定性影响了模型选择的准确性.
基于分辨粒度, 从反映得分的不确定性的角度提出gROC 和gAUC 的概念 …

Metrological characterization of a diagnostic test extending the Receiving Operating Curve analysis using Supplement 2 recommendations

A Mencattini, M Salmeri, P Casti - Measurement, 2013 - Elsevier
Receiving Operating Curve (ROC) analysis is a powerful and statistical accepted method to
assess the performance of a diagnostic test. ROC curve plots true positive rate against false …

Effective image data points extraction via decision tree based on feature classifier

CS Sasireka, R Santhosh - Automatika: časopis za automatiku …, 2019 - hrcak.srce.hr
Sažetak Image data points mining is concerned with the extraction of knowledge
relationship among image data and other patterns inherent in the images. Taxonomy-Aware …

Quantifying performance bias in label fusion

AM Venzin - 2012 - scholar.afit.edu
Classification systems are employed to remotely assess whether an element of interest falls
into a target class or non-target class. These systems have uses in fields as far ranging as …

gROC curve analysis method based on discernible granularity

董元方, 李雄飞, 李军, 赵海英 - Journal of Software, 2012 - jos.org.cn
ROC 曲线是模型选择的一种重要方法, 但 ROC 曲线的不确定性影响了模型选择的准确性.
基于分辨粒度, 从反映得分的不确定性的角度提出 gROC 和 gAUC 的概念, 从理论上讨论了 …

[引用][C] An Efficient Bayesian Nearest Neighbor Search Using Marginal Object Weight Ranking Scheme in Spatial Databases

K Balasaravanan… - Journal of Computer …, 2012 - Science Publications