Using Natural Language Processing to find Indication for Burnout with Text Classification: From Online Data to Real-World Data

Autor: Kurpicz-Briki, Mascha, Merhbene, Ghofrane, Puttick, Alexandre, Souissi, Souhir Ben, Bieri, Jannic, Müller, Thomas Jörg, Golz, Christoph

Burnout, classified as a syndrome in the ICD-11, arises from chronic workplace stress that has not been effectively managed. It is characterized by exhaustion, cynicism, and reduced professional efficacy, and estimates of its prevalence vary signific

Externí odkaz: http://arxiv.org/abs/2409.14357

Compactification of the finite Drinfeld period domain as a moduli space of ferns

Autor: Puttick, Alexandre R.

Let $\mathbb{F}_q$ be a finite field with $q$ elements and let $V$ be a vector space over $\mathbb{F}_q$ of dimension $n>0$. Let $\Omega_V$ be the Drinfeld period domain over $\mathbb{F}_q$. This is an affine scheme of finite type over $\mathbb{F}_q$

Externí odkaz: http://arxiv.org/abs/2004.14742

Mit welchen Techniken sich die Arbeitsweise von KI entschlüsseln lässt

Autor: Puttick, Alexandre Riemann

Grosse Durchbrüche in der Künstlichen Intelligenz (KI) beschleunigen die Einführung von KI-gestützten Werkzeugen in Industrie, Forschung und Verwaltung. Der Denkprozess moderner KI-Modelle findet jedoch in einer Blackbox statt. In diesem Artikel

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::8bb9c81c0e4bc95ff3c205ae7373fe7e

BurnoutEnsemble: Augmented Intelligence to Detect Indications for Burnout in Clinical Psychology.

Autor: Merhbene G; Applied Machine Intelligence Research Group, Department of Engineering and Information Technology, Bern University of Applied Sciences, Bern, Switzerland., Nath S; Institute for Research in Open, Distance and eLearning (IFeL), Swiss Distance University of Applied Sciences, Brig, Switzerland., Puttick AR; Applied Machine Intelligence Research Group, Department of Engineering and Information Technology, Bern University of Applied Sciences, Bern, Switzerland., Kurpicz-Briki M; Applied Machine Intelligence Research Group, Department of Engineering and Information Technology, Bern University of Applied Sciences, Bern, Switzerland.

Publikováno v: Frontiers in big data [Front Big Data] 2022 Apr 05; Vol. 5, pp. 863100. Date of Electronic Publication: 2022 Apr 05 (Print Publication: 2022).