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Knowledge Acquisition Toolkit (KAT)

Knowledge Acquisition Toolkit (KAT). Includes methods to process numerical sensory data. The goal of this work is to develop a toolkit that is able to extract and represent human understandable and/or machine interpretable information from raw data. Figure 1: The process chain for the physical world data on the Web. The current version supports:. CSV, MS Excel Support for Data Input. Different Filter and Data Pre-Processing methods. PAA, SAX, DFT and DWT as Dimension Reduction Techniques. How to use KAT?

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Knowledge Acquisition Toolkit (KAT) | kat.ee.surrey.ac.uk Reviews

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Knowledge Acquisition Toolkit (KAT). Includes methods to process numerical sensory data. The goal of this work is to develop a toolkit that is able to extract and represent human understandable and/or machine interpretable information from raw data. Figure 1: The process chain for the physical world data on the Web. The current version supports:. CSV, MS Excel Support for Data Input. Different Filter and Data Pre-Processing methods. PAA, SAX, DFT and DWT as Dimension Reduction Techniques. How to use KAT?

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Knowledge Acquisition Toolkit (KAT) | kat.ee.surrey.ac.uk Reviews

https://kat.ee.surrey.ac.uk

Knowledge Acquisition Toolkit (KAT). Includes methods to process numerical sensory data. The goal of this work is to develop a toolkit that is able to extract and represent human understandable and/or machine interpretable information from raw data. Figure 1: The process chain for the physical world data on the Web. The current version supports:. CSV, MS Excel Support for Data Input. Different Filter and Data Pre-Processing methods. PAA, SAX, DFT and DWT as Dimension Reduction Techniques. How to use KAT?

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Knowledge Acquisition Toolkit (KAT)- Documention

http://kat.ee.surrey.ac.uk/KAT-Manual.html

Source: Frieder Ganz, Daniel Puschmann, Payam Barnaghi, Francois Carrez, " A Practical Evaluation of Information Processing and Abstraction Techniques for the Internet of Things. IEEE Internet of Things Journal, 2015.). To handle the large amount of data that has to be processed and stored. Dimensionality reduction can decrease the size and length of samples by applying different methods on the data while preserving the important features and patterns. The first step is the data import. KAT currently...

2

Knowledge Acquisition Toolkit (KAT)- Documention

http://kat.ee.surrey.ac.uk/download.html

KAT is developed in python and uses a external libraries from:. In case that there is a missing reference, license or mention please contact us! KAT version 2.0 (open-source):. KAT version 2.0 ( github. KAT for Social Media Data Analysis (will be added soon). Download links for KAT version 1.0:. Download Version 0.1. Data Stream Annotation Ontology (SAO). Institute for Communication Systems (ICS).

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Skip to main content. Tools and Data Sets. Tools and Data Sets. Tools and Data Sets. This webpage offers a number of semantically annotated datasets collected from partners of the CityPulse EU FP7 project and relevant resources for smart city data. Visitors can use the menu on the left to access these resources. QoI Explorer Demonstration (Frequency). And QoI Explorer Demonstration (Age). To provide information about the provenance of the streams parts of the PROV-O. Representing IoT data streams is an i...

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Knowledge Acquisition Toolkit (KAT)

Knowledge Acquisition Toolkit (KAT). Includes methods to process numerical sensory data. The goal of this work is to develop a toolkit that is able to extract and represent human understandable and/or machine interpretable information from raw data. Figure 1: The process chain for the physical world data on the Web. The current version supports:. CSV, MS Excel Support for Data Input. Different Filter and Data Pre-Processing methods. PAA, SAX, DFT and DWT as Dimension Reduction Techniques. How to use KAT?

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