[PDF][PDF] Visual knowledge generation from data mining patterns for decision-making

J Elouni, H Ltifi, MB Ayed… - International Journal of …, 2016 - pdfs.semanticscholar.org
The visual data mining based decision support systems had already been recognized in
literature. It allows users analysing large information spaces to support complex …

Adapted visual analytics process for intelligent decision-making: application in a medical context

H Ltifi, E Benmohamed, C Kolski… - International journal of …, 2020 - World Scientific
The theoretical and practical researches on Visual Analytics for intelligent decision-making
tasks have remarkably advanced in the past few years. Intelligent Decision Support Systems …

Enhanced visual data mining process for dynamic decision-making

H Ltifi, E Benmohamed, C Kolski, MB Ayed - Knowledge-Based Systems, 2016 - Elsevier
Data mining has great potential in extracting useful knowledge from large amount of
temporal data for dynamic decision-making. Moreover, integrating visualization in data …

Temporal patterns visualization for knowledge acquisition in dynamic decision-making environment

J Elouni, H Ltifi, M Ben Ayed, M Masmoudi - Intelligent Systems Design …, 2017 - Springer
To support decision-making, several visual data mining methods were developed to
facilitate visual analysis and extraction of hidden and interesting patterns, particularly from …

A visual modeling of knowledge for decision-making

J Elouni, H Ltifi, MB Ayed… - … Conference on Image …, 2016 - ieeexplore.ieee.org
Data mining technology plays an important role in uncovering hidden and interesting
patterns. Actually the discovering of models and relationships concealed in data extends the …

Visual intelligent decision support systems in the Medical Field: Design and evaluation

H Ltifi, MB Ayed - Machine Learning for Health Informatics: State-of-the …, 2016 - Springer
The tendency for visual data mining applications in the medical field is increasing, because
it is rich with temporal information, furthermore visual data mining is becoming a necessity …

Visual Data Mining from Visualization to Visual Information Mining

HL Viktor, E Paquet - Encyclopedia of Data Warehousing and Mining …, 2009 - igi-global.com
The current explosion of data and information, which are mainly caused by the continuous
adoption of data warehouses and the extensive use of the Internet and its related …

Visual data mining modeling techniques for the visualization of mining outcomes

I Kopanakis, B Theodoulidis - Journal of Visual Languages & Computing, 2003 - Elsevier
The visual senses for humans have a unique status, offering a very broadband channel for
information flow. Visual approaches to analysis and mining attempt to take advantage of our …

[PDF][PDF] An intelligent agent based architecture for visual data mining

H Ellouzi, H Ltifi, MB Ayed - International Journal of …, 2016 - pdfs.semanticscholar.org
the aim of this paper is to present an intelligent architecture of Decision Support System
(DSS) based onvisual data mining. This architecture applies the multi-agent technology to …

Visual techniques for the interpretation of data mining outcomes

I Kopanakis, N Pelekis, H Karanikas… - Advances in Informatics …, 2005 - Springer
The visual senses for humans have a unique status, offering a very broadband channel for
information flow. Visual approaches to analysis and mining attempt to take advantage of our …