Evaluating multi-dimensional visualizations for understanding fuzzy clusters

Y Zhao, F Luo, M Chen, Y Wang, J Xia… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Fuzzy clustering assigns a probability of membership for a datum to a cluster, which veritably
reflects real-world clustering scenarios but significantly increases the complexity of …

Mapping the state of financial stability

P Sarlin, TA Peltonen - … of International Financial Markets, Institutions and …, 2013 - Elsevier
The aim of this paper is to introduce modern mapping techniques to the finance community.
Mapping techniques provide means for representing high-dimensional data on low …

Visualizing superdiversity and “seeing” urban socio-economic complexity

S Vertovec, D Hiebert, P Spoonley, A Gamlen - Urban Geography, 2024 - Taylor & Francis
Recent migration has made traditional destination cities so diverse that many conventional
social science concepts and methods have become inadequate to the task of understanding …

When cognitive fit outweighs cognitive load: Redundant data labels in charts increase accuracy and speed of information extraction

T Kopp, M Riekert, S Utz - Computers in Human Behavior, 2018 - Elsevier
Organizations are increasingly flooded with large amounts of data on which they base their
business decisions. It is thus crucial to visualize relevant data efficiently so that employees …

A dynamic analysis of household debt using a self-organizing map

HH Kim - Empirical Economics, 2022 - Springer
The Korean consumer credit panel offers a well-organized set of microdata representing
various characteristics of individual borrowers. To overcome the difficulty of fragmented …

Evaluating multidimensional visualization techniques in data mining tasks

D Marghescu - 2008 - doria.fi
Visual data mining (VDM) tools employ information visualization techniques in order to
represent large amounts of high-dimensional data graphically and to involve the user in …

16 Interpretation and

A De, S Saraf, TK Mishra… - … , and Transparent AI …, 2024 - books.google.com
Artificially intelligent (AI) systems, in recent times, have revolutionized the interaction of
humans with technology. These AI systems contain the potential to transform various …

Visual conjoint analysis (VCA): a topology of preferences in multi-attribute decision making

P Sarlin, S Nikou, J Mezei, H Bouwman - Quality & Quantity, 2015 - Springer
This paper proposes an approach denoted visual conjoint analysis (VCA). Conjoint analysis
is commonly used in marketing to understand consumers' decision criteria, particularly why …

[PDF][PDF] User evaluation of multidimensional data visualization techniques for financial benchmarking

D Marghescu - Proceedings of the European conference on …, 2007 - researchgate.net
In this paper, we investigate the use of information visualization techniques for getting
insight into multidimensional financial data. In particular, we focus on exploring different …

[PDF][PDF] Usability Evaluation of an XP Product.

T Eklund, F Tétard, P Ståhl, P Hirkman, B Back - ACIS, 2008 - researchgate.net
User-centered design (UCD) is a design approach that stresses attention to usability
throughout the development process of software. However, with the growing interest in agile …