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Episode 8: Artificial Intelligence and Behaviour Analysis with Dr. Marc Lanovaz, Ph.D., BCBA-D
Episode 8: Artificial Intelligence and Behaviour Analysis with Dr. Marc Lanovaz, Ph.D., BCBA-D
ratings:
Length:
88 minutes
Released:
Apr 21, 2021
Format:
Podcast episode
Description
In this episode Ben chats with researcher Marc Lanovaz about the exciting world of machine learning and AI as it applies to the work of behaviour analysts.
Continuing Education Units (CEUs): https://cbiconsultants.com/shop
BACB: 1.5 Learning
IBAO: 1.5 Learning
QABA: 1.5 General
Marc’s Upcoming Workshop (April 30, 2021): https://www.eventbrite.ca/e/introduction-to-machine-learning-for-behavior-analysts-6-ceus-registration-139441708905
Articles Referenced In This Episode:
Lanovaz, M. J., Giannakakos, A. R., & Destras, O. (2020). Machine learning to analyze single-case data: A proof of concept. Perspectives on Behavior Science, 43, 21-38.
Lanovaz, M. J. & Hranchuk, K. (2021). Machine learning to analyze single case graphs: A comparison to visual inspection. (in press).
Lanovaz, M. J. & Bailey, J. (2021). Tutorial: Artificial neural networks and deep learning to analyze single case designs. (in press).
Bailey, J., Baker, J. C., Rzeszutek, M. J., & Lanovaz, M. J. (2021). Machine learning for supplementing behavioral assessment. Perspectives on Behavior Science. (online issue).
Dufour, M. M., Lanovaz, M. J., & Cardinal, P. (2020). Artificial intelligence for the measurement of stereotypy. Journal of the Experimental Analysis of Behavior, 114, 368-380.
Fisher, W. W., Kelley, M. E. & Lomas, J. E. (2003). Visual aids and structured criteria for improving visual inspection and interpretation of single-case designs. Journal of Applied Behavior Analysis, 36(3), 387-406.
Hagopian, L. P. , Fisher, W. W., Thompson, R. H., Owen-DeSchryvier, J., Iwata, B. A., & Wacker, D. P. (1997). Toward the development of structured criteria for interpretation of functional analysis data. Journal of Applied Behavior Analysis, 30(2), 313-326.
Turgeon, S. & Lanovaz, M. J. (2020). Tutorial: Applying machine learning in behavioral research. Perspectives on Behavior Science, 43(44), 697-723.
Github: https://github.com
Open Source Framework: https://osf.io
Marc Lanovaz’s Lab: https://lanovazlab.com
Continuing Education Units (CEUs): https://cbiconsultants.com/shop
BACB: 1.5 Learning
IBAO: 1.5 Learning
QABA: 1.5 General
Marc’s Upcoming Workshop (April 30, 2021): https://www.eventbrite.ca/e/introduction-to-machine-learning-for-behavior-analysts-6-ceus-registration-139441708905
Articles Referenced In This Episode:
Lanovaz, M. J., Giannakakos, A. R., & Destras, O. (2020). Machine learning to analyze single-case data: A proof of concept. Perspectives on Behavior Science, 43, 21-38.
Lanovaz, M. J. & Hranchuk, K. (2021). Machine learning to analyze single case graphs: A comparison to visual inspection. (in press).
Lanovaz, M. J. & Bailey, J. (2021). Tutorial: Artificial neural networks and deep learning to analyze single case designs. (in press).
Bailey, J., Baker, J. C., Rzeszutek, M. J., & Lanovaz, M. J. (2021). Machine learning for supplementing behavioral assessment. Perspectives on Behavior Science. (online issue).
Dufour, M. M., Lanovaz, M. J., & Cardinal, P. (2020). Artificial intelligence for the measurement of stereotypy. Journal of the Experimental Analysis of Behavior, 114, 368-380.
Fisher, W. W., Kelley, M. E. & Lomas, J. E. (2003). Visual aids and structured criteria for improving visual inspection and interpretation of single-case designs. Journal of Applied Behavior Analysis, 36(3), 387-406.
Hagopian, L. P. , Fisher, W. W., Thompson, R. H., Owen-DeSchryvier, J., Iwata, B. A., & Wacker, D. P. (1997). Toward the development of structured criteria for interpretation of functional analysis data. Journal of Applied Behavior Analysis, 30(2), 313-326.
Turgeon, S. & Lanovaz, M. J. (2020). Tutorial: Applying machine learning in behavioral research. Perspectives on Behavior Science, 43(44), 697-723.
Github: https://github.com
Open Source Framework: https://osf.io
Marc Lanovaz’s Lab: https://lanovazlab.com
Released:
Apr 21, 2021
Format:
Podcast episode
Titles in the series (100)
Episode 1: A Behaviour Analyst‘s Experience with Racism in Canada with Danielle Reid, M.Sc., BCBA: In our first episode I speak with Danielle Reid, MSc., BCBA, who shares her personal story of coming to Canada from Trinidad & Tobago in terms of her experiences with racism in both the community at large and within the field of behaviour analysi... by The Behaviour Speak Podcast