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Machine Learning Engineering with Python, 2nd Edition
McMahon, Andrew P.
[Proceedings of the] International Conference on Educational Data Mining (EDM) (3rd, Pittsburgh, PA, July 11-13, 2010)
International Working Group on Educational Data Mining ; Baker, Ryan S. J. d. ; Merceron, Agathe ; et al.
354
The Data Journalism Handbook : Towards A Critical Data Practice
Bounegru, Liliana ; Gray, Jonathan ; Bounegru, Liliana ; et al.
Best Books Ever Dataset
Lorena Casanova Lozano ; Sergio Costa Planells
A practical guide to big data research in psychology.
Chen, Eric Evan ; Wojcik, Sean P.
Psychol Methods
Mining big data to extract patterns and predict real-life outcomes.
Kosinski, Michal ; Wang, Yilun ; Lakkaraju, Himabindu ; et al.
Psychol Methods
Supervised latent Dirichlet allocation with covariates: A Bayesian structural and measurement model of text and covariates.
Wilcox, Kenneth Tyler ; Jacobucci, Ross ; Zhang, Zhiyong ; et al.
Psychol Methods
Capturing mood dynamics through adolescent smartphone social communication.
Li, Lilian Y. ; Trivedi, Esha ; Helgren, Fiona ; et al.
Journal of Abnormal Psychology; The Journal of Abnormal and Social Psychology; The Journal of Abnormal Psychology; The Journal of Abnormal Psychology and Social Psychology
BERTAgent: The development of a novel tool to quantify agency in textual data.
Nikadon, Jan ; Suitner, Caterina ; Erseghe, Tomaso ; et al.
Journal of Experimental Psychology
Using theory-informed learning analytics to understand how homework behavior predicts achievement.
Deininger, Hannah ; Pieronczyk, Ines ; Parrisius, Cora ; et al.
J Educ Psychol
An automated, unobtrusive, formative assessment of creativity in a computer science and music remixing learning environment.
Rahimi, Seyedahmad ; Smith, Jason Brent ; Truesdell, Erin J. K. ; et al.
Psychol Aesthet Creat Arts
Tutorial: Artificial neural networks to analyze single-case experimental designs.
Lanovaz, Marc J. ; Bailey, Jordan D.
Psychol Methods
Leveraging natural language processing to enhance feedback-informed group therapy: A proof of concept.
Kivlighan, Martin ; Stremmel, Joel ; Wang, Kun ; et al.
Psychotherapy: Theory, Research & Practice; Psychotherapy: Theory, Research, Practice, Training
Temporal dynamics of meta-awareness of mind wandering during lecture viewing: Implications for learning and automated assessment using machine learning.
Bühler, Babette ; Bozkir, Efe ; Goldberg, Patricia ; et al.
J Educ Psychol
Use of passively collected actigraphy data to detect individual depressive symptoms in a clinical subpopulation and a general population.
Price, George D. ; Collins, Amanda C. ; Mackin, Daniel M. ; et al.
Journal of Abnormal Psychology; The Journal of Abnormal and Social Psychology; The Journal of Abnormal Psychology; The Journal of Abnormal Psychology and Social Psychology
The role of asking more complex questions in creative thinking.
Raz, Tuval ; Reiter-Palmon, Roni ; Kenett, Yoed N.
Psychol Aesthet Creat Arts
One-year predictions of delayed reward discounting in the adolescent brain cognitive development study.
Owens, Max M. ; Hahn, Sage ; Allgaier, Nicholas ; et al.
Exp Clin Psychopharmacol
Language-based AI modeling of personality traits and pathology from life narrative interviews.
Oltmanns, Joshua R. ; Khandelwal, Ritik ; Ma, Jerry ; et al.
Journal of Abnormal Psychology; The Journal of Abnormal and Social Psychology; The Journal of Abnormal Psychology; The Journal of Abnormal Psychology and Social Psychology
Using topic models to identify clients’ functioning levels and alliance ruptures in psychotherapy.
Atzil-Slonim, Dana ; Juravski, Daniel ; Bar-Kalifa, Eran ; et al.
Psychotherapy: Theory, Research & Practice; Psychotherapy: Theory, Research, Practice, Training
Assessing similarities and differences in thematic content across online mental health communities dedicated to trauma-related mental health conditions.
Wislocki, Katherine E. ; Naderi, Ghazal ; Schueller, Stephen M. ; et al.
Psychol Trauma
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