Fuzziness parameter selection in fuzzy c-means: the perspective of cluster validation

KL Zhou, C Fu, SL Yang - Science China Information Sciences, 2014 - Springer
Fuzzy c-means (FCM) algorithm is an important clustering method in pattern recognition,
while the fuzziness parameter, m, in FCM algorithm is a key parameter that can significantly …

Method evaluation, parameterization, and result validation in unsupervised data mining: A critical survey

A Zimmermann - Wiley Interdisciplinary Reviews: Data Mining …, 2020 - Wiley Online Library
Abstract Machine Learning (ML) and Data Mining (DM) build tools intended to help users
solve data‐related problems that are infeasible for “unaugmented” humans. Tools need …

API usage pattern recommendation for software development

H Niu, I Keivanloo, Y Zou - Journal of Systems and Software, 2017 - Elsevier
Abstract Application Programming Interfaces (APIs) facilitate pragmatic reuse and improve
the productivity of software development. An API usage pattern documents a set of method …

Are there subtypes of panic disorder? An interpersonal perspective.

S Zilcha-Mano, KS McCarthy, U Dinger… - Journal of Consulting …, 2015 - psycnet.apa.org
Objective: Panic disorder (PD) is associated with significant personal, social, and economic
costs. However, little is known about specific interpersonal dysfunctions that characterize the …

Pattern recognition and anomaly detection by self-organizing maps in a multi month e-nose survey at an industrial site

S Licen, A Di Gilio, J Palmisani, S Petraccone… - Sensors, 2020 - mdpi.com
Currently people are aware of the risk related to pollution exposure. Thus odor annoyances
are considered a warning about the possible presence of toxic volatile compounds. Malodor …

Dynamic spatio-temporal tweet mining for event detection: a case study of hurricane florence

M Farnaghi, Z Ghaemi, A Mansourian - International Journal of Disaster …, 2020 - Springer
Extracting information about emerging events in large study areas through spatiotemporal
and textual analysis of geotagged tweets provides the possibility of monitoring the current …

A cluster analysis of basketball players for each of the five traditionally defined positions

E Anıl Duman, B Sennaroğlu… - Proceedings of the …, 2024 - journals.sagepub.com
Determining the players' playing styles and bringing the right players together are very
important for winning in basketball. This study aimed to group basketball players into similar …

Typologies of intimate partner violence-maternal parenting and children's externalizing problems: The moderating effect of the exposure to other forms of family …

D Lamela, I Jongenelen, R Pinto, A Levendosky - Child Abuse & Neglect, 2018 - Elsevier
Typologies of IPV and parenting practices in mothers who experienced police-reported IPV
remain surprisingly unexplored, in addition to how those typologies are linked with children's …

New efficient clustering quality indexes

JC Lamirel, N Dugué, P Cuxac - 2016 International joint …, 2016 - ieeexplore.ieee.org
This paper deals with a major challenge in clustering that is optimal model selection. It
presents new efficient clustering quality indexes relying on feature maximization, which is an …

Smart4job: A big data framework for intelligent job offers broadcasting using time series forecasting and semantic classification

S Benabderrahmane, N Mellouli, M Lamolle… - Big Data Research, 2017 - Elsevier
Recently, dedicated web portals and social networks for the automatization of the
recruitment processes, have emerged with the expansion of the Internet, leading to a wide …