Computing with words is an implementable paradigm: Fuzzy queries, linguistic data summaries, and natural-language generation

J Kacprzyk, S Zadrozny - IEEE Transactions on Fuzzy Systems, 2010 - ieeexplore.ieee.org
We point out some relevant issues that are related to the computing-with-words (CWW)
paradigm and argue for an urgent need for a new, nontraditional look at the area, since the …

[LIVRE][B] Rough–Granular Computing in Knowledge Discovery and Data Mining

J Stepaniuk - 2008 - books.google.com
Page 1 Studies in Computational Intelligence 152 S Jarosław Stepaniuk Rough - Granular
Computing in Knowledge Discovery and Data Mining R43 563 0404 R437 R438 Springer …

Linguistic summarization of sensor data for eldercare

A Wilbik, JM Keller, GL Alexander - 2011 IEEE International …, 2011 - ieeexplore.ieee.org
Ubiquitous passive, as well as active, monitoring of elders is a growing field of research and
development with the goal of allowing seniors to live safe active independent lives with …

Linguistic summarization of event logs–a practical approach

R Dijkman, A Wilbik - Information Systems, 2017 - Elsevier
The amount of data that is generated during the execution of a business process is growing.
As a consequence it is increasingly hard to extract useful information from the large amount …

Linguistic summaries of process data

A Wilbik, RM Dijkman - 2015 IEEE International Conference on …, 2015 - ieeexplore.ieee.org
In this paper we investigate a new application area for protoform-based linguistic
summaries, namely process data. We are proposing four protoforms that are designed to …

Linguistic summarization of Europe Brent spot price time series along with the interpretations from the perspective of Turkey

H Hatipoğlu, FE Boran, M Avci… - International Journal of …, 2014 - Wiley Online Library
Compared to the predictive models for forecasting crude oil price, the descriptive models are
also important for discovering the relations among factors that have influence on crude oil …

The shocklet transform: A decomposition method for the identification of local, mechanism-driven dynamics in sociotechnical time series

DR Dewhurst, T Alshaabi, D Kiley, MV Arnold… - EPJ Data …, 2020 - epjds.epj.org
We introduce a qualitative, shape-based, timescale-independent time-domain transform
used to extract local dynamics from sociotechnical time series—termed the Discrete …

Modern data-driven decision support systems: the role of computing with words and computational linguistics

J Kacprzyk, S Zadrożny - International Journal of General Systems, 2010 - Taylor & Francis
We present how the conceptually and numerically simple concept of a fuzzy linguistic
database summary can be a very powerful tool for gaining much insight into the very …

A method for improving the generation of linguistic summaries

A Wilbik, U Kaymak, RM Dijkman - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Generation of linguistic summaries that are compact, short and relevant to the user remains
an open challenge. In this paper, we propose a novel method for improving the generation …

A possibilistic approach for interval type-2 fuzzy linguistic summarization of time series

İ Özdoğan, FE Boran, D Akay - Artificial Intelligence Review, 2021 - Springer
Linguistic summarization with fuzzy sets, extracting explicit and concise knowledge from
data, has received a great attention because of its compatibility with human cognitive …