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====== Research interests ====== | ====== Research interests ====== | ||
My current reaserch interests are: machine learning, mobile context-aware systems and knowledge engineering. | My current reaserch interests are: machine learning, mobile context-aware systems and knowledge engineering. | ||
- | ===== Project | + | ===== Projects |
+ | * KnowMe -- [[http:// | ||
+ | * Prosecco -- [[https:// | ||
+ | * BIMLOQ -- [[https:// | ||
+ | * REBIT -- [[http:// | ||
+ | * HeKatE -- [[https:// | ||
===== Tools development ===== | ===== Tools development ===== | ||
+ | ==== Explainable Artificial Intelligence (XAI) Tools ==== | ||
+ | * **[[https:// | ||
+ | * **[[https:// | ||
+ | * **[[https:// | ||
+ | * **[[https:// | ||
+ | ==== Knowledge engineering Tools ==== | ||
+ | |||
+ | |||
+ | {{ :: | ||
+ | === HeaRTDroid === | ||
+ | HeaRTDroid is a rule-based inference engine for Android mobile devices. It is distributed under the GNU General Public License. | ||
+ | For more details see [[http:// | ||
+ | |||
+ | Key features are: | ||
+ | * Inference support for **XTT2 rule representation** that is based on the **Attributive Logic with Set Values** | ||
+ | * Pure Java implementation that allows for **integration with any Java code**, including Android applications | ||
+ | * **Callbacks mechanism** based on Java reflection, that allows for easy integration with other systems | ||
+ | * **Uncertainty** management mechanism based on modified certainty factors algebra and probabilistic approach | ||
+ | * Capturing dynamics with **statistical functions** and **time parametrised operators** | ||
+ | * **Different inference modes** and real time **reasoning triggers** | ||
+ | * Under development: | ||
+ | {{ :: | ||
+ | === HWEd === | ||
+ | |||
+ | |||
+ | HWEd (HeaKatE Web Editor) is online web editor for creating XTT2 models, that are run by HeaRTDroid inference engine. For more information see the project [[http:// | ||
+ | |||
+ | * Free online access. You can use our online version of the editor that is available here: [[http:// | ||
+ | * For more information on how to set up your own HWEd see: [[https:// | ||
+ | === ContextViewer === | ||
+ | Context Viewer is a tool that allows to visualise, and browse data generated by the AWARE framework with an Internet browser. | ||
+ | |||
+ | Form more information see the project [[http:// | ||
+ | |||