User Tools

Site Tools


res

Differences

This shows you the differences between two versions of the page.

Link to this comparison view

Both sides previous revision Previous revision
Next revision
Previous revision
res [2016/10/11 07:49]
sbobek
res [2022/10/22 08:01] (current)
sbobek
Line 1: Line 1:
 ====== 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 involvement =====+===== Projects involvement ===== 
 +  * KnowMe -- [[http://glados.kis.agh.edu.pl|Uncertain and incomplete knowledge modelling for mediation in mobile context-aware systems]] (NCN) 
 +  * Prosecco -- [[https://www.geist.re/pub:projects:prosecco:start|Processes Semantics Collaboration for Companies]] (NCBiR) 
 +  * BIMLOQ -- [[https://www.geist.re/pub:projects:bimloq:start|Business Models Optimization for Quality ]] 
 +  * REBIT -- [[http://kis.zarz.agh.edu.pl/rebit-flagowy-projekt-katedry/|System zarządzania regułami biznesowymi i technologicznymi]] 
 +  * HeKatE -- [[https://www.geist.re/pub:projects:hekate:start|Hybrid Knowledge Engineering]]
 ===== Tools development ===== ===== Tools development =====
 +==== Explainable Artificial Intelligence (XAI) Tools ====
 +   * **[[https://github.com/sbobek/inxai|InXAI]]** is a Python library for Intelligible XAI that allows to evaluate, compare and analyse different explainable AI algorithms
 +   * **[[https://github.com/sbobek/lux|LUX]]** is a Python library for generating uncertain local explanations in a form of human understandable  (and executable) rules.
 +   * **[[https://github.com/sbobek/knac|KnAC]]** is a Python library for Knowledge Augmented Clustering. It allows for human-in-the-loop conformance checking between domain expert and automatic clustering.
 +   * **[[https://github.com/sbobek/clamp|CLAMP]]** ia a Python library for Cluster analysis with multidimensional bounding boxes. It allows for in-depth cluster analysis with state-of-the-art XAI algorithms.
 +==== Knowledge engineering Tools ====
 +
 +
 +{{ ::heart-logo-no-borders.png?150|}}
 +=== 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://glados.kis.agh.edu.pl/doku.php?id=pub:software:heartdroid:start|HeaRTDroid]] webpage.
 +
 +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: **Server mode** with TCP/IP protocol and REST API.
 +{{ ::hwed-logo.png?150|}}
 +=== 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://glados.kis.agh.edu.pl/doku.php?id=pub:software:hwed:start|website]].
 +
 +  * Free online access. You can use our online version of the editor that is available here: [[http://glados.kis.agh.edu.pl/hwed/| HWEd]]
 +  * For more information on how to set up your own HWEd see: [[https://bitbucket.org/sbobek/hwed| Project website]]
 +=== 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://glados.kis.agh.edu.pl/doku.php?id=pub:software:contextviewer:start|website]].
 +
  
  
res.1476172158.txt.gz · Last modified: 2016/10/11 07:49 by sbobek