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ORCIDFAIR 2019: Cape Town, South Africa
- Marelie H. Davel, Etienne Barnard:
Proceedings of the South African Forum for Artificial Intelligence Research, Cape Town, South Africa, 4-6 December, 2019. CEUR Workshop Proceedings 2540, CEUR-WS.org 2020
Full papers
- Conrad Johann Swanepoel, Katherine M. Malan:
Towards a visual framework for the incorporation of knowledge in the phases of machine learning. 1-11 - Asad Jeewa
, Anban W. Pillay, Edgar Jembere:
Directed curiosity-driven exploration in hard exploration, sparse reward environments. 12-24 - Zach Wolpe, Alta de Waal:
Autoencoding variational Bayes for latent Dirichlet allocation. 25-36 - Arnold M. Pretorius, Etienne Barnard, Marelie H. Davel:
ReLU and sigmoidal activation functions. 37-48 - Marthinus W. Theunissen, Marelie H. Davel, Etienne Barnard:
Insights regarding overfitting on noise in deep learning. 49-63 - Marelie H. Davel:
Activation gap generators in neural networks. 64-76 - Lulamile Mzamo, Albert Helberg, Sonja Bosch:
Evaluation of combined bi-directional branching entropy language models for morphological segmentation of isiXhosa. 77-89 - Oluwafemi Oriola, Eduan Kotzé:
Automatic detection of abusive South African tweets using a semi-supervised learning approach. 90-102 - Johannes A. Louw:
Neural speech synthesis for resource-scarce languages. 103-116 - Wiebke Toussaint, Deshendran Moodley:
Comparison of clustering techniques for residential load profiles in South Africa. 117-132 - Stefan Lotz, Jacques P. Beukes, Marelie H. Davel:
Input parameter ranking for neural networks in a space weather regression problem. 133-144 - C. Sue Price, Deshendran Moodley, Anban W. Pillay:
Modelling uncertain adaptive decisions: Application to KwaZulu-Natal sugarcane growers. 145-160 - Michael White, Patrick C. Marais:
Supervised learning and image processing for efficient malaria detection. 161-172 - Muhammad Shoaib Ikram, Anban W. Pillay, Edgar Jembere:
Using social networks to enhance a deep learning approach to solve the cold-start problem in recommender systems. 173-184 - Mark de Lancey, Inger Fabris-Rotelli:
Effective graph sampling of a nonlinear image transform. 185-195 - Alexander Powell, Darren Bates, Chad van Wyk, Darren de Abreu:
A cross-comparison of feature selection algorithms on multiple cyber security data-sets. 196-207 - Matthew Morris, Tala Ross, Thomas Meyer:
Defeasible disjunctive datalog. 208-219 - Julian Chingoma, Thomas Meyer:
Forrester's paradox using typicality. 220-231 - Michael Harrison, Thomas Meyer:
Rational preferential reasoning for datalog. 232-243 - Thompson Chengeta:
Is existing law adequate to govern autonomous weapon systems? 244-251
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