Methods for generating trained models, methods for classifying data, computers and programsPROBLEM TO BE SOLVED: To provide a method etc. capable of generating a trained model which can cooperate with each other more appropriately. A computer 10 performs machine learning using training data D1 to ...
In one aspect, a method of classifying a computer object as malware includes receiving at a base computer data about a computer object from each of plural remote computers on which the object or similar objects are stored. The data about the computer object received from the plural computers ...
A computer-implemented method for classifying documents for data loss prevention may include 1) identifying training documents for a machine learning classifier configured for data loss prevention, 2) performing a semantic analysis on training documents to identify topics within the set training documents...
This matching ensures that there are not more detections than classes and enforces mutually exclusive class assignments in addition to providing robustness to uncertainty in classifying individuals by leveraging probabilities from the others in the frame. Importantly, we intuited that features from the ...
For segmentation of vessels, black top hat transform followed by Otsu thresholding was used and finally to find the displacement between the centroid of vessels each zone was calculated using chessboard metric which specifies a range for classifying retinal images as normal or abnormal. On comparison...
Quantum kernels are expected to find use in a mix of scientific and practical applications including classifying types of supernovae in cosmology11, probing phase transitions in quantum many-body physics12, and detecting fraud in finance13. Moreover, kernel methods are famously said to enjoy ...
Multiple instance learning for classifying students in learning management systems 2011, Expert Systems with Applications Citation Excerpt : Chiu and Hsiao (2010) explored the differences among online elementary school student groups based on their communication features. Ventouras, Triantis, Tsiakas, and...
(2019) reviewed the workflow scheduling in Cloud and analyzed the characteristics of its techniques by classifying them based on the objectives and execution mode. Lin et al. (2023b) focused on the performance interference of virtual machines and revisited interference-aware strategies for scheduling ...
1.A computer-implemented method for classifying security events as targeted attacks, at least a portion of the method being performed by a computing device comprising at least one processor, the method comprising:detecting at least one malicious security event in connection with at least one organiza...
The present invention is related to techniques and mechanisms for classifying senders of unsolicited bulk emails and the like. Additionally, it relates to filtering such unsolicited bulk emails based on such classification. Users with email accounts typically receive daily unsolicited bulk email or “spa...