File Activity Monitoring:Data Security Software should be capable of monitoring data usage patterns across all users to detect anomalies and potential risks early. In particular, over-permission may give users more access to data than necessary for their roles within an organization; data security sof...
Advanced AI algorithms are proficient in identifying complex patterns of information from medical images, which help to provide accurate and quantitative automatic evaluation that leads to reliable diagnosis [41]. Specific areas have improved through deep learning, particularly with its complex architecture ...
This masking happensbefore the IP address is logged or stored, ensuring that even the raw data never contains personal information. For example, Google Analytics has a built-in feature that anonymizes IP addresses, helping businesses stay compliant with privacy laws while analyzing traffic patterns. ...
The accumulation of large datasets by the scientific community has surpassed the capacity of traditional processing methods, underscoring the critical need for innovative and efficient algorithms capable of navigating through extensive existing experimen
Use of transfer learning for efficient feature extraction: using pre-trained models that help recognize patterns makes our training consume less time and makes our results less prone to overfitting. ELMs with optimized hidden layer size: This study adapts ELMs to handle the particularities of MC cla...
Hence to validate the geophysical plausibility of the synthetic data, scatter plots were created for all pairwise combinations of these top 3 features (earthquake magnitude, depth, and longitude) ranked according to the feature importance by Random Forest, comparing patterns between the original and ...
(SiO2) upper cladding. SiO2windows were patterned by EBL and opened by hydrogen fluoride for the subsequent deposition of the GST/ITO stack, which is similar to the previously described GST/ITO sputtering procedure. Next, NiCr heater patterns were defined by EBL using a double-layer PMMA (PMMA...
Feature extraction based on local binary patterns (LBP) LBP has advantages such as ease of implementation and robustness to changes in illumination, making it widely used in tasks like texture classification, face recognition, and image retrieval [27]. It is an operator used to describe local tex...
At present, there are two competing system architectures for quantum computing; there is the gate model (aka quantum circuit) and adiabatic quantum computing (AQC). Although they are different architectures, they have been shown mathematically shown to be equivalent in that both architectures will op...
One more object of the present invention is to provide efficient and effective encoding and decoding circuitry for use within a digital ASIC of a PR4, ML channel, such as a disk drive read and write channel. In accordance with principles of the present invention, a serializing/deserializing enc...