Spell sequences, state proximities, and distance metrics

CH Elzinga, M Studer - Sociological Methods & Research, 2015 - journals.sagepub.com
Because optimal matching (OM) distance is not very sensitive to differences in the order of
states, we introduce a subsequence-based distance measure that can be adapted to …

Comparing methods of classifying life courses: sequence analysis and latent class analysis

Y Han, AC Liefbroer, CH Elzinga - Longitudinal and Life Course …, 2017 - research.rug.nl
We compare life course typology solutions generated by sequence analysis (SA) and latent
class analysis (LCA). First, we construct an analytic protocol to arrive at typology solutions …

Three narratives of sequence analysis

B Halpin - Advances in sequence analysis: Theory, method …, 2014 - Springer
How do we relate the distance between two sequences, as given by an algorithm such as
optimal matching, to sociologically meaningful notions of similarity and dissimilarity? This …

The unreasonable effectiveness of machine learning in Moldavian versus Romanian dialect identification

M Găman, RT Ionescu - International Journal of Intelligent …, 2022 - Wiley Online Library
Motivated by the seemingly high accuracy levels of machine learning (ML) models in
Moldavian versus Romanian dialect identification and the increasing research interest on …

Normalization of distance and similarity in sequence analysis

CH Elzinga, M Studer - Sociological Methods & Research, 2019 - journals.sagepub.com
We explore the relations between the notion of distance and a feature set–based concept of
similarity and show that this concept of similarity has a spatial interpretation that is …

Clustering of Motion Trajectories by a Distance Measure Based on Semantic Features

C Zelch, J Peters, O von Stryk - 2023 IEEE-RAS 22nd …, 2023 - ieeexplore.ieee.org
Clustering of motion trajectories is highly relevant for human-robot interactions as it allows
the anticipation of human motions, fast reaction to those, as well as the recognition of explicit …

Distance, similarity and sequence comparison

CH Elzinga - Advances in sequence analysis: Theory, method …, 2014 - Springer
In this chapter we focus on the axiomatic foundations of and the relations between two
fundamental concepts of sequence analysis: distance and similarity. We discuss and …

[PDF][PDF] Sequence analysis of life-course data: a comparison of distance measures

B Halpin - 2012 - researchrepository.ul.ie
Sequence analysis of life-course data: a comparison of distance measures Page 1 Sequence
analysis of life-course data: a comparison of distance measures BRENDAN HALPIN Publication …

[PDF][PDF] Classification of demographic sequences based on pattern structures and emerging patterns

D Gizdatullin, D Ignatov, E Mitrofanova… - … Proceedings of 14th …, 2017 - publications.hse.ru
We present recent results of studies in application of sequencebased pattern structures and
emerging patterns to analysis of demographic sequences in Russia. This study is performed …

Learning interpretable prefix-based patterns from demographic sequences

D Gizdatullin, J Baixeries, DI Ignatov… - … Data Processing: 11th …, 2019 - Springer
There are many different methods for computing relevant patterns in sequential data and
interpreting the results. In this paper, we compute emerging patterns (EP) in demographic …