A number of time series toolboxes are available that offer rich interfaces to specific model classes (ARIMA/filters , neural networks) or framework interfaces to isolated time series modelling tasks (forecasting , feature extraction , annotation , classification). Nonetheless , open source machine ...
Time-series Analysis for Detecting Structure Changes and Suspicious Accounting Activities in Public Software CompaniesData miningStructure changesAccounts manipulationClassificationFinancial ratiosCash flowText informationTime series analysisThis paper offers a novel methodology using several new ratios and comparison...
• Provides a wide variety of Statistical (linear and nonlinear modeling, classical statistical tests, time-series analysis, classification, clustering) and Graphical Techniques • Effective data handling and storage facility • Suite of operators for calculations on arrays, in particular matrices ...
Removed "Intel Confidential" classification. Initial release of document. 22 Introduction 1 1.1 1.2 About the Intel® IXP42X Product Line of Network Processors and IXC1100 Control Plane Processor Next-generation networking solutions must meet the growing demands from users for high performance data,...
•Apps for curve fitting, data classification, signal analysis, and many other domain-specific tasks •Add-on toolboxes for a wide range of engineering and scientific applications •Tools for building applications with custom user interfaces •Interfaces to C/C++, Java, .NET, Python, SQL,...
64-bit computing on Intel architecture requires a computer system with a processor, chipset, BIOS, oper- ating system, device drivers and applications enabled for Intel® 64 architecture. Processors will not operate (including 32-bit operation) without an Intel® 64 architecture-enabled BIOS. ...
First tests of the utilization of TimeSpec for a grassland area in north-east Germany show that STLgenerated training samples can provide sufficient classification results. However, an application of on-site training data is still more accurate. First test on the sensitivity of training data out ...
PPML-TSA: A modular privacy-preserving time series classification framework Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed Article 100286 View PDF select article An open-source Python library for self-organizing-maps<span class="inline-figure"><img src="//ars.els-...
Classification as development or maintenance depends on when an activity is performed A fault in the software is detected and corrected a day after the software has been installed. By definition, this constitutes classical maintenance. If the identical fault is detected and corrected the day before ...
The focus of Shogun is on kernel machines such as support vector machines for regression and classification problems. Shogun also offers a full implementation of Hidden Markov models. The toolbox seamlessly allows to easily combine multiple data representations, algorithm classes, and general purpose ...