Wisdom technology: A rough-granular approach

A Jankowski, A Skowron - … Processing: Essays Dedicated to Leonard Bolc …, 2009 - Springer
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Toward interactive computations: A rough-granular approach

A Skowron, M Szczuka - Advances in Machine Learning II: Dedicated to …, 2010 - Springer
We present an overview of Rough Granular Computing (RGC) approach to modeling
complex systems and processes. We discuss the granular methodology in conjunction with …

Toward interactive rough-granular computing

A Skowron, P Wasilewski - Control and Cybernetics, 2011 - yadda.icm.edu.pl
Computations in Rough-Granular Computing (RGC) are performed on (information)
granules. The rough set approach is used in RGC for inducing granules approximating other …

Clustering in augmented space of granular constraints: a study in knowledge-based clustering

W Pedrycz, A Gacek, X Wang - Pattern Recognition Letters, 2015 - Elsevier
In this study, a paradigm of fuzzy clustering is augmented by available domain knowledge
expressed in the form of relational constraints built with the aid of a collection of fuzzy sets …

Rough-granular computing in human-centric information processing

TT Nguyen, A Skowron - Human-Centric Information Processing Through …, 2009 - Springer
In ubiquitous computing, users are expected to continuously interact with computing
devices, to suggest strategies and hypotheses, to pass over new facts from domain …

[PDF][PDF] Wisdom Granular Computing (WGC)

A Jankowski, A Skowron - … of Granular Computing. Wiley & Sons …, 2007 - researchgate.net
We discus the Wisdom Granular Computing (WGC) as a basic methodology in Wisdom
Technology (WisTech). By wisdom, we understand an adaptive ability to make judgements …

Toward perception based computing: A rough-granular perspective

A Jankowski, A Skowron - Web Intelligence Meets Brain Informatics: First …, 2007 - Springer
Abstract We discus the Wisdom Granular Computing (WGC) as a basic methodology for
Perception Based Computing (PBC). By wisdom, we understand an adaptive ability to make …

Discovery of processes and their interactions from data and domain knowledge

A Skowron - KES International Symposium on Agent and Multi …, 2010 - Springer
We discuss an approach to discovery of concurrent processes from data and domain
knowledge. The approach is based on interactive rough-granular computing (IRGC) and is …

Interactive Granular Computing in Rightly Judging Systems

A Jankowski, A Skowron, M Szczuka - … 2009, Gold Coast, Australia, July 14 …, 2009 - Springer
We discuss some basic issues of interactive computations in the framework of rough-
granular computing. Among these issues are hierarchical modeling of granule structures …

Concept formation: rough sets and Scott systems

M Wolski, A Gomolińska - Fundamenta Informaticae, 2013 - content.iospress.com
The paper addresses the problem of concept formation (knowledge granulation) in the
settings of rough set theory. The original version of rough set theory implicitly accommodates …