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Journal Articles
- 2023
[j3]Alireza Vafaei Sadr
, Bruce A. Bassett, Martin Kunz:
A flexible framework for anomaly Detection via dimensionality reduction. Neural Comput. Appl. 35(2): 1157-1167 (2023)- 2021
- [j2]Michelle Lochner, Bruce A. Bassett:
Astronomaly: Personalised active anomaly detection in astronomical data. Astron. Comput. 36: 100481 (2021) - 2020
- [j1]Ethan Roberts, Bruce A. Bassett, Michelle Lochner:
Bayesian anomaly detection and classification for noisy data. Int. J. Hybrid Intell. Syst. 16(4): 207-222 (2020)
Conference and Workshop Papers
- 2024
- [c9]Everlyn Chimoto, Jay Gala, Orevaoghene Ahia, Julia Kreutzer, Bruce A. Bassett, Sara Hooker:
Critical Learning Periods: Leveraging Early Training Dynamics for Efficient Data Pruning. ACL (Findings) 2024: 9407-9426 - 2023
- [c8]Christiaan Jacobs, Nathanaël Carraz Rakotonirina, Everlyn Asiko Chimoto, Bruce A. Bassett, Herman Kamper:
Towards hate speech detection in low-resource languages: Comparing ASR to acoustic word embeddings on Wolof and Swahili. INTERSPEECH 2023: 436-440 - 2022
- [c7]Everlyn Chimoto, Bruce A. Bassett:
COMET-QE and Active Learning for Low-Resource Machine Translation. EMNLP (Findings) 2022: 4735-4740 - [c6]Everlyn Chimoto, Bruce A. Bassett:
Very Low Resource Sentence Alignment: Luhya and Swahili. LoResMT@COLING 2022: 1-8 - 2020
- [c5]Emmanuel Dufourq, Bruce A. Bassett:
Evolutionary Facial Expression Recognition. SAICSIT 2020: 227-236 - 2019
- [c4]Ethan Roberts, Bruce A. Bassett, Michelle Lochner:
Bayesian Anomaly Detection and Classification for Noisy Data. ISDA 2019: 426-435 - [c3]Etienne E. Vos, Francois P. S. Luus, Chris J. Finlay, Bruce A. Bassett:
A Generative Machine Learning Approach to RFI Mitigation for Radio Astronomy. MLSP 2019: 1-6 - 2017
- [c2]Emmanuel Dufourq, Bruce A. Bassett:
Automated classification of text sentiment. SAICSIT 2017: 11:1-11:10 - [c1]Emmanuel Dufourq, Bruce A. Bassett:
Automated problem identification: regression vs classification via evolutionary deep networks. SAICSIT 2017: 12:1-12:9
Informal and Other Publications
- 2024
- [i14]Everlyn Asiko Chimoto, Jay Gala, Orevaoghene Ahia, Julia Kreutzer, Bruce A. Bassett, Sara Hooker:
Critical Learning Periods: Leveraging Early Training Dynamics for Efficient Data Pruning. CoRR abs/2405.19462 (2024) - 2023
- [i13]Christiaan Jacobs, Nathanaël Carraz Rakotonirina, Everlyn Asiko Chimoto, Bruce A. Bassett, Herman Kamper:
Towards hate speech detection in low-resource languages: Comparing ASR to acoustic word embeddings on Wolof and Swahili. CoRR abs/2306.00410 (2023) - 2022
- [i12]Everlyn Asiko Chimoto, Bruce A. Bassett:
COMET-QE and Active Learning for Low-Resource Machine Translation. CoRR abs/2210.15696 (2022) - [i11]Alireza Vafaei Sadr, Bruce A. Bassett, Emmanuel Sekyi:
Learning to Detect Interesting Anomalies. CoRR abs/2210.16334 (2022) - [i10]Everlyn Asiko Chimoto, Bruce A. Bassett:
Very Low Resource Sentence Alignment: Luhya and Swahili. CoRR abs/2211.00046 (2022) - 2021
- [i9]Evander Nyoni, Bruce A. Bassett:
Low-Resource Neural Machine Translation for Southern African Languages. AfricaNLP 2021 - 2020
- [i8]Emmanuel Dufourq, Bruce A. Bassett:
Deep Evolution for Facial Emotion Recognition. CoRR abs/2009.14194 (2020) - 2019
- [i7]Ethan Roberts, Bruce A. Bassett, Michelle Lochner:
Bayesian Anomaly Detection and Classification. CoRR abs/1902.08627 (2019) - [i6]Alireza Vafaei Sadr, Bruce A. Bassett, Martin Kunz:
A Flexible Framework for Anomaly Detection via Dimensionality Reduction. CoRR abs/1909.04060 (2019) - 2018
- [i5]Emmanuel Dufourq, Bruce A. Bassett:
Automated Classification of Text Sentiment. CoRR abs/1804.01963 (2018) - [i4]Alireza Vafaei Sadr, Etienne E. Vos, Bruce A. Bassett, Zafiirah Hosenie, N. Oozeer, Michelle Lochner:
DeepSource: Point Source Detection using Deep Learning. CoRR abs/1807.02701 (2018) - 2017
- [i3]Emmanuel Dufourq, Bruce A. Bassett:
Automated Problem Identification: Regression vs Classification via Evolutionary Deep Networks. CoRR abs/1707.00703 (2017) - [i2]Emmanuel Dufourq, Bruce A. Bassett:
Text Compression for Sentiment Analysis via Evolutionary Algorithms. CoRR abs/1709.06990 (2017) - [i1]Emmanuel Dufourq, Bruce A. Bassett:
EDEN: Evolutionary Deep Networks for Efficient Machine Learning. CoRR abs/1709.09161 (2017)
Coauthor Index
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