The ensemble of weak classifiers is combined into a strong classifier using AdaBoost. The strong classifier was then used to label pixels in the next frame as either belonging to the object or the background, giving a confidence map. The peak of map corresponded to object's location and was...
Current methods of analyzing Affymetrix GeneChip® microarray data require the estimation of probe set expression summaries, followed by application of statistical tests to determine which genes are differentially expressed. The S-Score algorithm descr
31 and the CS-AdaBoost-CART model constructed by Xue et al.32 for comparison. The evaluation indicator results for the prediction set are shown in Fig. 4. According to the evaluation indicators shown in Table 4, all types of machine learning models constructed in this article have been ...
Application of alternating decision tree with AdaBoost and bagging ensembles for landslide susceptibility mapping Catena, 187 (2020) Google Scholar [90] W.G. Zhang, C.Z. Wu, H.Y. Zhong, Y.Q. Li, L. Wang Prediction of undrained shear strength using extreme gradient boosting and random fores...
Mastouri et al.38 used the pre-trained bilinear CNN model as the feature extractor, and combined with SVM, AdaBoost, k-Nearest Neighbor (KNN), random forest and FCL to distinguish nodules or non-nodules. The results on LUNA16 showed that the bilinear CNN model composed of VGG16 and ...
They also created a technique for locating Facial Action Coding System (FACS) action units based on the Adaboost boosting algorithm and Haar features. This technique was a great deal quicker than the Gabor ? SVM approach and yet managed to recognize some AUs with a high degree of accuracy. ...
HassOS release with the issue: 4.12 OVA, downloaded 8/19/2020 Description of problem: VMware vCenter 7 (vSphere Client version 7.0.0.10600) error on deploying OVF template: The provided manifest file is invalid: Invalid OVF checksum algo...
Dulik MC, Zhadanov SI, Osipova LP, Askapuli A, Gau L, Gokcumen O, Rubinstein S, Schurr TG: Mitochondrial DNA and Y chromosome variation provides evidence for a recent common ancestry between Native Americans and Indigenous Altaians. Am J Hum Genet. 2012, 90 (2): 229-246. 10.1016/j...
In the early days of artificial intelligence, deep learning (DL) methods (also referred to as deep structured learning or hierarchical learning) began to be used in artificial intelligence research after having become popular in other scientific fields such as computer vision, bigdata mining, human...
There are two differences: the operation formula used in the model is the formula of AdaBoost algorithm. The standard deviation of each fitness of the last three times is used to determine the end of the model. The adaptability of learners with different cognitive characteristics to learning ...