منابع مشابه
Dynamic Aspects of Statistical Classification
This paper discusses ideas for adaptive learning which can capture dynamic aspects of realworld datasets. Although some of these ideas have a general character and could be applied to any supervised algorithm, here we focus attention on a nearest neighbour classifier as well as linear, logistic and quadratic discriminant. The nearest neighbour classifier modifies the "training data" by keeping ...
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Spectrum scarcity due to inefficient utilisation has ignited a plethora of dynamic spectrum access solutions to accommodate the expanding demand for future wireless networks. Dynamic spectrum access systems allow secondary users to utilise spectrum bands owned by primary users if the resulting interference is kept below a pre-designated threshold. Primary and secondary user spectrum occupancy p...
متن کاملClassification of encrypted traffic for applications based on statistical features
Traffic classification plays an important role in many aspects of network management such as identifying type of the transferred data, detection of malware applications, applying policies to restrict network accesses and so on. Basic methods in this field were using some obvious traffic features like port number and protocol type to classify the traffic type. However, recent changes in applicat...
متن کاملstatistical inference via empirical bayes approach for stationary and dynamic contingency tables
چکیده ندارد.
15 صفحه اولStatistical classification of chaotic signals
The classification of chaotic signals generated by a low-dimensional deterministic models given a dictionary of possible model is considered. The proposed classification methods rely on the concept of “best predictor” of signal. A statistical interpretation of this concept based on the ergodic theory of chaotic system is presented. A sort of “bootstrapping” estimator of the statistical properti...
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ژورنال
عنوان ژورنال: Revista de Matemática: Teoría y Aplicaciones
سال: 2017
ISSN: 2215-3373,1409-2433
DOI: 10.15517/rmta.v24i1.27774