GEIST Research Group

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pub:research:start [2009/07/29 10:35] adminpub:research:start [2022/07/18 07:28] (current) sbk
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-====== Research ====== +~~NOTOC~~ 
-GEIST is active in the areas of intelligent systems, knowledge and software engineering, Internet technologies and databases. +{{page> pub:navigation}}
  
-Nstoc +====== GEIST Research Profile ======
-{{nstoc }}+
  
-Indexmenu +{{:pub:home:geist-simple1b.png?width=90px&nolink |GEIST logo}} 
-{{indexmenu>.#3}}+**[[https://geist.re|Group for Engineering of Intelligent Systems Technologies (GEIST)]]** 
 +was created in 2009 by Grzegorz J. Nalepa and Antoni Ligęza and a group of dynamic young researches. 
 +The research interests of the Group is located in the area of computer science and artificial intelligence. 
 +It is focused on the methods, and tools for developing and applying intelligent technologies and systems. 
 + 
 +<WRAP clear></WRAP> 
 + 
 +===== Areas ===== 
 + 
 +GEIST is mainly focused on the following //areas of development and applications// of intelligent technologies and systems: 
 +  - **explainable AI (XAI), machine learning and data mining** including big data analysis in practical applications 
 +  - **knowledge engineering** including semantic information processing, knowledge graphs and semantic wikis 
 +  - **business intelligence** including business process management 
 +  - **ambient intelligence** including context-aware systems and augmented reality 
 +  - **affective computing** with focus on personalized emotion processing in intelligent systems 
 + 
 +===== Methods ===== 
 +<WRAP column half> 
 +We use and develop specific //methods and tools// such as for: 
 +  * knowledge representation and reasoning (KRR), 
 +  * knowledge engineering and management, 
 +  * rule-based systems, 
 +  * formal verification, 
 +  * knowledge graphs, 
 +  * semantic annotations and ontologies, 
 +  * semantic wikis, 
 +  * explainable artificial intelligence (XAI), 
 +  * machine learning (ML) techniques, 
 +  * context-aware applications, 
 +  * edge AI solutions, 
 +  * human-computer interaction (HCI), 
 +  * augmented reality (AR), 
 +  * affective computing (AfC), 
 +  * experimental studies, incl. experiments in game environments. 
 +</WRAP> 
 + 
 +<WRAP column half> 
 +The expertise of the Group includes: 
 +  * design and implementation, as well as formal verification and analysis of knowledge-based systems, 
 +  * modelling and evaluation of business rules and processes, 
 +  * distributed and collaborative knowledge management with semantic wikis (see [[https://loki.re/|the Loki semantic wiki]]), 
 +  * development of knowledge graphs, including business solutions (e.g., [[https://doi.org/10.1109/ICTAI52525.2021.00192|in goods monitoring]]), 
 +  * gathering and processing of a variety of sensory data, such as accelerometer, temperature, physiological signals (ECG, EDA, EEG), and numerous domain-specific signals (e.g., related to coal mining or steel production), 
 +  * emotion detection and interpretation, 
 +  * design and development of interfaces with the use of mobile applications, speech, augmented reality, controllers, knowledge graphs, and others, 
 +  * designing experimental research in a game-based environment (see [[https://afcai.re/pub:biraffe|the BIRAFFE series of experiments]]). 
 +</WRAP> 
 + 
 +<WRAP clear></WRAP> 
 + 
 +===== Contacts ===== 
 + 
 +Finally the group is active in the area //international collaboration// for both research and teaching: 
 +  * international consortia under [[https://www.chistera.eu/|CHIST-ERA]] programme: [[https://pacmel.geist.re/|PACMEL]], [[https://xpm.geist.re/|XPM]]. For full list of projects we are (or were) involved with see: [[:pub:projects:start|Projects]] 
 +  * scientific collaboration with Universities of [[http://www.is.informatik.uni-wuerzburg.de/|Wuerzburg]], [[http://www.kde.cs.uni-kassel.de|Kassel]], [[http://www.pr.informatik.uni-siegen.de|Siegen]], [[http://www.dkse.ual.es|Almeria]], [[http://www.diic.um.es|Murcia]], [[https://www.hh.se/english.html|Halmstad]], and [[https://www.upm.es/|Politecnica de Madrid]] 
 +  * teaching collaboration in the scope of the Erasmus LPP 
 +  * participation of group members in the Organizing Committees of international conferences and workshops, including [[https://praxai.geist.re|PRAXAI]], [[https://sedami.geist.re|SEDAMI]], [[https://afcai.re/pub:workshops|AfCAI]], [[https://kese.geist.re|KESE]], and number of Program Committees, [[https://gjn.re/wiki/research#conference_committees|see here for more details]] 
 +  * see also the [[https://www.affcai.eu/doku.php?id=pub:community|AfCAI community]] we created 
 + 
 +**We are looking for partners, and projects -- [[pub:contact|contact us]]!**
pub/research/start.1248863732.txt.gz · Last modified: 2009/07/29 10:35 by admin

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