Electronic Nose based ENT bacteria identification in hospital environment is a classical and challenging problem of classification. In this paper an electronic nose (e-nose), comprising a hybrid array of 12 tin oxide sensors (SnO2) and 6 conducting polym
The classification of multi-dimensional patterns is one of the most popular and often most challenging problems of machine learning. That is why some new approaches are being tried, expected to improve existing ones. The article proposes a new technique based on the decision network called self-...
Now that we have the source data uploaded, the platform has a built-in labeling interface which is pretty easy to use. Available keyboard shortcuts helped while annotating the data. We used the interface without breaking a sweat, there are automatically defined shortcuts and it simpl...
RF is a popular classification algorithm addressing regression and classification problems. It is an appealing candidate for multi-class classification because of its computational efficiency. In addition, its potential to deal with high-dimensional feature data and greater effectiveness under large datasets...
Finally, Section 9 discusses the limitations and problems of the field and point out future challenges for the research community. 2. ECG signal The heart is a muscle that contracts in a rhythmical manner, pumping blood throughout the body. This contraction has its beginning at the atrial sine...
multiclass data Jesús S. Aguilar‑Ruiz 1,3* & Marcin Michalak 2,3 The evaluation of diagnostic systems is pivotal for ensuring the deployment of high-quality solutions, especially given the pronounced context-sensitivity of certain systems, particularly in fields such as biomedicine...
25 August 2015 Prasanna V. Balachandran1, James Theiler2, James M. Rondinelli3 & Turab Lookman1 In the paradigm of materials informatics for accelerated materials discovery, the choice of feature set (i.e. attributes that capture aspects of structure, chemistry and/or bonding) is...
(ICM-CSIC), 08003 Barcelona, Spain 5 Stazione Zoologica of Naples (SZN) Anton Dohrn, 80121 Naples, Italy Abstract The automatic classification of marine species based on images is a challenging task for which multiple solutions have been increasingly provided in the past two decades. ...
We could have continued this back and forth for awhile. There are certainly many potential variants of technological solutions to the complex data management problems that organizations are facing today In R2, we tried to keep it simple and empower the IT administrators ...
FedMake events are hands-on, where makers have the opportunity to bring their real world problems, and build a solution that solves them. Have you ever been shown capabilities, just to find out they are only available in our commercial clouds?...Not at FedMake. ...