Archetypoid analysis for sports analytics

G Vinué, I Epifanio - Data Mining and Knowledge Discovery, 2017 - Springer
We intend to understand the growing amount of sports performance data by finding extreme
data points, which makes human interpretation easier. In archetypoid analysis each datum is …

Functional archetype and archetypoid analysis

I Epifanio - Computational Statistics & Data Analysis, 2016 - Elsevier
Archetype and archetypoid analysis can be extended to functional data. Each function is
approximated by a convex combination of actual observations (functional archetypoids) or …

A multidimensional model for selecting personalised landmarks

E Nuhn, S Timpf - Journal of Location Based Services, 2017 - Taylor & Francis
Route instructions for pedestrians usually include many references to landmarks. The
specific landmark used depends on the perceived familiarity of the traveller with the …

Using archetypoid analysis to classify institutions and faculties of economics

K Wohlrabe, S Gralka - Scientometrics, 2020 - Springer
We use archetypoid analysis as a new tool to categorize institutions and faculties of
economics. The approach identifies typical characteristics of extreme (archetypal) values in …

Approximated environment features with application to trajectory annotation

S Feld, M Werner… - 2016 IEEE Symposium …, 2016 - ieeexplore.ieee.org
Indoor location-based services is an ever emerging field of research and application. In
particular indoor navigation, ie positioning and route planning in freely walkable space, gets …

Identifying divergent building structures using fuzzy clustering of isovist features

S Feld, H Lyu, A Keler - Progress in Location-Based Services 2016, 2017 - Springer
Nowadays indoor navigation and the understanding of indoor maps and floor plans are
becoming increasingly important fields of research and application. This paper introduces …

[PDF][PDF] Investigating a route choice behaviour in an indoor environment with many path alternatives

E Fuchkina, S Schneider, M Bielik - tabedizioni.com
This paper investigates indoor route choice behaviour, focusing on users familiar with the
environment and their route choices between locations with many alternative paths …

Classifying top economists using archetypoid analysis

K Wohlrabe, SM Gralka - 2020 - econstor.eu
Updating the study by Seiler and Wohlrabe (2013) we use archetypoid analysis to classify
top economists. The approach allows us to identify typical characteristics of extreme …

[PDF][PDF] Approximating Archetypal Analysis Using Quantum Annealing.

S Feld, C Roch, K Geirhos, T Gabor - ESANN, 2020 - esann.org
Archetypes are those extreme values of a data set that can jointly represent all other data
points. They often have descriptive meanings and can thus contribute to the understanding …

Vergleich geospatialer Trajektorien

S Feld, S Feld - … Routen in komplexen Umgebungen: Werkzeuge für …, 2019 - Springer
Zusammenfassung Im vorliegenden Kapitel werden Ansätze vorgestellt, mit denen
geospatiale Trajektorien–zeitliche geordnete Punkte im Raum, wie etwa Pfade innerhalb …