Bronvermelding

Abu-Mostafa, Y.S., Magdon-Ismail, M., Lin, H.-T., 2012. Learning from data. AMLBook New York, NY, USA:

Atkinson, A.C., 1987. Plots, transformations, and regression: An introduction to graphical methods of diagnostic regression analysis, Oxford science publications. Clarendon Press.

Awad, E., Dsouza, S., Shariff, A., Rahwan, I., Bonnefon, J.-F., 2020. Universals and variations in moral decisions made in 42 countries by 70,000 participants. Proceedings of the National Academy of Sciences 117, 2332–2337.

Buduma, N., Locascio, N., 2017. Fundamentals of deep learning: Designing next-generation machine intelligence algorithms. " O’Reilly Media, Inc.".

Campbell, M., 2019. RStudio views, in: Learn Rstudio Ide. Springer, pp. 29–38.

Christopher Olah, 2015. Understanding lstm networks [WWW Document] [Online; accessed 2020-10-28]. URL http://colah.github.io/posts/2015-08-Understanding-LSTMs/

Commons, W., 2013. Multipolar neuron [WWW Document] [Online; accessed 2020-09-07]. URL https://upload.wikimedia.org/wikipedia/commons/1/10/Blausen_0657_MultipolarNeuron.png

Computer software & mobile applications - apa 6th referencing style guide - library guides at aut university, n.d. (Accessed on 12/09/2020).

Convention, 1793. Collection générale des décrets rendus par la convention nationale, Convention nationale (paris). chez Baudouin.

Cornell University Library, n.d. IBM 704 mainframe [WWW Document] [Online; accessed 2020-09-29]. URL https://upload.wikimedia.org/wikipedia/en/5/52/Mark_I_perceptron.jpeg

Drie wetten van de robotica - wikipedia, n.d. (Accessed on 12/14/2020).

Europese Unie, H.E.P. en de Raad van de, 2016. Verordening (eu) 2016 /679 van het europees parlement en de raad van 27 april 2016 betreffende de bescherming van natuurlijke personen in verband met de verwerking van persoonsgegevens en betreffende het vrije verkeer van die gegevens en tot intrekking van richtlijn 95/46/eg (algemene verordening gegevensbescherming pbeu 2016/679) https://eur-lex.europa.eu/legal-content/NL/TXT/PDF/?uri=CELEX:32016R0679&from=NL.

Gabriels, K., 2019. Regels voor robots: Ethiek in tijden van ai.

Google’s solution to accidental algorithmic racism: Ban gorillas | google | the guardian, n.d. (Accessed on 12/16/2020).

Graves, A., Wayne, G., Danihelka, I., 2014. Neural turing machines. CoRR abs/1410.5401.

Graves, A., Wayne, G., Reynolds, M., Harley, T., Danihelka, I., Grabska-Barwińska, A., Colmenarejo, S.G., Grefenstette, E., Ramalho, T., Agapiou, J., others, 2016. Hybrid computing using a neural network with dynamic external memory. Nature 538, 471–476.

Henderson, H.V., Velleman, P.F., 1981. Building multiple regression models interactively. Biometrics 391–411.

Hermans, M., 2019. Show & tell: Making thematic maps in r [WWW Document] [Online; accessed 2020-09-05]. https://doi.org/10.5281/ZENODO.4014809

Hubel, D.H., Wiesel, T.N., 1959. Receptive fields of single neurones in the cat’s striate cortex. The Journal of physiology 148, 574.

Karras, T., Laine, S., Aittala, M., Hellsten, J., Lehtinen, J., Aila, T., 2020. Analyzing and improving the image quality of stylegan, in: Proceedings of the Ieee/Cvf Conference on Computer Vision and Pattern Recognition. pp. 8110–8119.

Krizhevsky, A., Sutskever, I., Hinton, G.E., 2012. Imagenet classification with deep convolutional neural networks, in: Advances in Neural Information Processing Systems. pp. 1097–1105.

Kunlun Bai, 2019. A comprehensive introduction to different types of convolutions in deep learning towards intuitive understanding of convolutions through visualizations [WWW Document] [Online; accessed 2020-10-14]. URL https://upload.wikimedia.org/wikipedia/en/5/52/Mark_I_perceptron.jpeg

Lawrence Livermore National Laboratory, n.d. IBM 704 mainframe [WWW Document] [Online; accessed 2020-09-29]. URL https://commons.wikimedia.org/wiki/File:IBM_704_mainframe.gif

Lee, P., 2016. Learning from tay’s introduction. Official Microsoft Blog 25.

Li, C., 2017. Improve r’s performance using juliacall with mandelbrot set example [WWW Document] [Online; accessed 2020-09-14]. URL https://github.com/Non-Contradiction/JuliaCall/tree/master/example/mandelbrot

Li, H., Xu, Z., Taylor, G., Studer, C., Goldstein, T., 2018. Visualizing the loss landscape of neural nets, in: Advances in Neural Information Processing Systems. pp. 6389–6399.

Luetge, C., 2017. The german ethics code for automated and connected driving. Philosophy & Technology 30, 547–558.

Mark zuckerberg says sorry in full-page newspaper ads - cnn, n.d. (Accessed on 12/15/2020).

Mayfield, F., 2007. Image of iris virginica shrevei at the james woodworth prairie preserve - a bud and a single flower at full bloom [WWW Document] [Online; accessed 2020-09-07]. URL https://commons.wikimedia.org/wiki/File:Iris_virginica.jpg

Mayfield, F., 2005. Blue flag flower close-up (iris versicolor) at the forillon national park of canada [WWW Document] [Online; accessed 2020-09-07]. URL https://commons.wikimedia.org/wiki/File:Iris_versicolor_3.jpg

Mbadiwe, T., 2017. The potential pitfalls of machine learning algorithms in medicine - pulmonology advisor (Accessed on 12/16/2020).

McNeil, D.R., Conway, D., 1977. Interactive data analysis: A practical primer. Wiley.

Mélard, G., 2014. On the accuracy of statistical procedures in microsoft excel 2010. Computational statistics 29, 1095–1128.

Mnih, V., Badia, A.P., Mirza, M., Graves, A., Lillicrap, T., Harley, T., Silver, D., Kavukcuoglu, K., 2016. Asynchronous methods for deep reinforcement learning, in: International Conference on Machine Learning. pp. 1928–1937.

Nelder, J., 1965. A. & Mead, r.(1965). The Computer Journal 7, 13.

OpenAI, n.d. Part 2: Kinds of rl algorithms — spinning up documentation [WWW Document] (Accessed on 11/19/2020).

Pape, R., Ruby, K., Bauer, V., Jenkins, G., 2014. How to fix the flaws in the global terrorism database and why it matters. The Washington Post.

Peirone, S.A., 2007. Image of iris setosa in botanical garden in poznań [WWW Document] [Online; accessed 2020-09-07]. URL https://commons.wikimedia.org/wiki/File:Kosaciec_szczecinkowaty_Iris_setosa.jpg

Phillips, J., 2015. Pure gym ceo: We’re not a sexist company (Accessed on 12/16/2020).

Pottel, H., 2003. Statistical flaws in excel. Innogenetics NV, Technologiepark 6, 9052.

Prakash, J., 2017. Back-propagation is very simple. Who made it complicated ? [WWW Document] [Online; accessed 2020-09-07]. URL https://medium.com/@14prakash/back-propagation-is-very-simple-who-made-it-complicated-97b794c97e5c

Rumelhart, D.E., Hinton, G.E., Williams, R.J., 1986. Learning representations by back-propagating errors. nature 323, 533–536.

Salor, F.E., others, 2012. Sum of all knowledge: Wikipedia and the encyclopedic urge (PhD thesis). Universiteit van Amsterdam [Host].

Schulman, J., Wolski, F., Dhariwal, P., Radford, A., Klimov, O., 2017. Proximal policy optimization algorithms.

Shazeer, N., Mirhoseini, A., Maziarz, K., Davis, A., Le, Q., Hinton, G., Dean, J., 2017. Outrageously large neural networks: The sparsely-gated mixture-of-experts layer. arXiv preprint arXiv:1701.06538.

Szczecinkowaty, K., 2007. Image of iris setosa in botanical garden in poznań [WWW Document] [Online; accessed 2020-09-07]. URL https://commons.wikimedia.org/wiki/File:Kosaciec_szczecinkowaty_Iris_setosa.jpg

Telnaes, I.S., 1984. Electronic gaming device utilizing a random number generator for selecting the reel stop positions US Patent 4,448,419.

The world almanac and book of facts, 1975-, 1975.. World Almanac Books.

Upadhyay, R., 2016. R vs python – a comparison [WWW Document] Accessed: 2020-08-28.

Wallach, W., Allen, C., 2008. Moral machines: Teaching robots right from wrong. Oxford University Press.

Wang, L., Lin, Z.Q., Wong, A., 2020. Covid-net: A tailored deep convolutional neural network design for detection of covid-19 cases from chest x-ray images. Scientific Reports 10, 1–12.

Williams, J., 2018. Stand out of our light: Freedom and resistance in the attention economy. Cambridge University Press.