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Showing 61 out of a total of 61 results for community: Computer Science.
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A genetic programming approach to the automated design of CNN models for image classification and video shorts creation
Kapoor, Rahul
;
Pillay, Nelishia
(
Springer
,
2024-03
)
Towards a generalised metaheuristic model for continuous optimisation problems
Cruz-Duarte, Jorge M.
;
Ortiz-Bayliss, Jose C.
;
Amaya, Ivan
;
Shi, Yong
;
Terashima-Marin, Hugo
;
Pillay, Nelishia
(
MDPI
,
2020-11-17
)
The impact of genetic programming in education
Pillay, Nelishia
(
Springer
,
2020-06
)
Digital forensics and the big data deluge — some concerns based on Ramsey theory
Olivier, Martin S.
(
Springer
,
2020-08
)
Regularised feed forward neural networks for streamed data classification problems
Ellis, Mathys
;
Bosman, Anna Sergeevna
;
Engelbrecht, Andries P.
(
Elsevier
,
2024-07
)
Toward the visual understanding of computing curricula
Takada, Shingo
;
Cuadros-Vargas, Ernesto
;
Impagliazzo, John
;
Gordon, Steven
;
Marshall, Linda
;
Topi, Heikki
;
Van der Veer, Gerrit
;
Waguespack, Leslie
(
Springer
,
2020-09
)
Global optimisation through hyper-heuristics : unfolding population-based metaheuristics
Cruz-Duarte, Jorge M.
;
Ortiz-Bayliss, Jose C.
;
Amaya, Ivan
;
Pillay, Nelishia
(
MDPI
,
2021-06
)
Aristotle's "Sea Battle" Scenario: a matter of Strict versus Lazy Evaluation
sg@cs.up.ac.za
(
2024-01-17
)
Text-line extraction from handwritten document images using GAN
Kundu, Soumyadeep
;
Paul, Sayantan
;
Bera, Suman Kumar
;
Abraham, Ajith
;
Sarkar, Ram
(
Elsevier
,
2020-02
)
A review and comparative study of cancer detection using machine learning : SBERT and SimCSE application
Mokoatle, Mpho
;
Marivate, Vukosi
;
Mapiye, Darlington
;
Bornman, Maria S. (Riana)
;
Hayes, Vanessa M.
(
BMC
,
2023-03-23
)
BantuBERTa : using language family grouping in multilingual language modeling for Bantu languages
Unknown author
(
University of Pretoria
,
2023
)
Genetic programming-based regression for temporal data
Kuranga, Cry
;
Pillay, Nelishia
(
Springer
,
2021-09
)
Visualising basins of attraction for the cross-entropy and the squared error neural network loss functions
Bosman, Anna Sergeevna
;
Engelbrecht, Andries
;
Helbig, Marde
(
Elsevier
,
2020-08
)
Smart face masks for Covid-19 pandemic management : a concise review of emerging architectures, challenges and future research directions
Fagbola, Temitayo Matthew
;
Fagbola, Funmilola Ikeolu
;
Aroba, Oluwasegun Julius
;
Doshi, Ruchi
;
Hiran, Kamal Kant
;
Thakur, Surendra Colin
(
Institute of Electrical and Electronics Engineers
,
2023-01
)
Unsupervised Anomaly Detection of Healthcare Providers using Generative Adversarial Network
Unknown author
(
University of Pretoria
,
2021
)
Feature selection using Benford’s law to support detection of malicious social media bots
Mbona, Innocent
;
Eloff, Jan H.P.
(
Elsevier
,
2022-01
)
Photovoice as a critical reflection methodology for a service learning module
Jordaan, Martina
;
Pieterse, Vreda
(
Higher Education South Africa
,
2020-07
)
Synthesis of cost-optimal multi-agent systems for resource allocation
Timm, Nils
;
Botha, Josua
(
Open Publishing Association
,
2022-09
)
A study of bi-space search for solving the one-dimensional bin packing problem
Beckedahl, Derrick
;
Pillay, Nelishia
(
Springer
,
2020-10
)
Digital forensics supported by machine learning for the detection of online sexual predatory chats
Ngejane, C.H. (Hombakazi)
;
Eloff, Jan H.P.
;
Sefara, T.J.
;
Marivate, Vukosi
(
Elsevier
,
2021-03
)
An application of CNN to classify barchan dunes into asymmetry classes
Van der Merwe, Barend Jacobus
;
Pillay, Nelishia
;
Coetzee, Serena Martha
(
Elsevier
,
2022-06
)
Why is this an anomaly? Explaining anomalies using sequential explanations
Mokoena, Tshepiso
;
Celik, Turgay
;
Marivate, Vukosi
(
Elsevier
,
2022-01
)
Regularised feed forward neural networks for streamed data classification problems
Unknown author
(
University of Pretoria
,
2020
)
Combating Data Leakage in the Cloud
Unknown author
(
University of Pretoria
,
2020
)
The effect of deep learning methods on deepfake audio detection for digital investigation
Mcuba, Mvelo
;
Singh, Avinash
;
Ikuesan, Richard Adeyemi
;
Venter, H.S. (Hein)
(
Elsevier
,
2023
)
Invited lecture : Notions of ‘theory’ and their practical consequences in the discipline of software ‘engineering’ (including information systems design)
Gruner, Stefan
(
South African Institute of Computer Scientists and Information Technologists
,
2020
)
Improving short text classification through global augmentation methods
Marivate, Vukosi
;
Sefara, Tshephisho
(
Springer
,
2020-08
)
Understanding issues and challenges of DFR implementation in SDN platform
Munkhondya, Howard
;
Ikuesan, Richard Adeyemi
;
Singh, Avinash
;
Venter, H.S. (Hein)
(
Elsevier
,
2023
)
Genetic Programming Approach for Nonstationary Data Analytics
Unknown author
(
University of Pretoria
,
2021-02-16
)
Mapping digital forensic application requirement specification to an international standard
Kebande, Victor Rigworo
;
Baror, Stacey Omeleze
;
Parizi, Reza M.
;
Choo, Kim-Kwang Raymond
;
Venter, H.S. (Hein)
(
Elsevier
,
2020-12
)
Discriminatory Gleason grade group signatures of prostate cancer : an application of machine learning methods
Mokoatle, Mpho
;
Mapiye, Darlington
;
Marivate, Vukosi
;
Hayes, Vanessa M.
;
Bornman, Maria S. (Riana)
(
Public Library of Science
,
2022-06-09
)
The Fourth Industrial Revolution – what does it mean to our future faculty?
Marivate, Vukosi
;
Aghoghovwia, Philip
;
Ismail, Yaseera
;
Mahomed-Asmail, Faheema
;
Steenhuisen, Sandy-Lynn
(
Academy of Science of South Africa
,
2021-05
)
Max-SAT-based synthesis of optimal and Nash equilibrium strategies for multi-agent systems
Timm, Nils
;
Botha, Josua
;
Jordaan, Steve
(
Elsevier
,
2023-06
)
A machine learning approach to detect insider threats in emails caused by human behaviour
Unknown author
(
University of Pretoria
,
2020
)
Transfer learning in evolutionary spaces
Pillay, Nelishia
(
Association for Computing Machinery
,
2022-07
)
Use of available data to inform the Covid-19 outbreak in South Africa : a case study
Marivate, Vukosi
;
Combrink, Herkulaas MvE
(
Committee on Data for Science and Technology (CODATA)
,
2020-05
)
Machine learning approaches identify chemical features for stage-specific antimalarial compounds
Van Heerden, Ashleigh
;
Turon, Gemma
;
Duran-Frigola, Miquel
;
Pillay, Nelishia
;
Birkholtz, Lyn-Marie
(
American Chemical Society
,
2023-11-07
)
Decision-maker’s preference-driven dynamic multi-objective optimization
Adekoya, Adekunle Rotimi
;
Helbig, Marde
(
MDPI
,
2023-10
)
Informed e-Consent Framework for Privacy Preservation in South African Health Information Systems
Unknown author
(
University of Pretoria
,
2020
)
Interpretable machine learning in natural language processing for misinformation data
Unknown author
(
University of Pretoria
,
2022-11
)
A multi-population particle swarm optimization-based time series predictive technique
Kuranga, Cry
;
Muwani, Tendai S.
;
Ranganai, Njodzi
(
Elsevier
,
2023-12
)
South African isiZulu and siSwati news corpus creation, annotation and categorisation
Unknown author
(
University of Pretoria
,
2022
)
On computer simulations, with particular regard to their application in contemporary astrophysics
Gruner, Stefan
;
Bartelmann, Matthias
(
Cosmos and History Publishing Co-op
,
2020-10
)
Combating hate : how multilingual transformers can help detect topical hate speech
Srikissoon, Trishanta
;
Marivate, Vukosi
(
Easychair
,
2023
)
Model checking safety and liveness via k-induction and witness refinement with constraint generation
Timm, Nils
;
Gruner, Stefan
;
Nxumalo, Madoda
;
Botha, Josua
(
Elsevier
,
2020-12
)
Retention Length and Memory Capacity of Recurrent Neural Networks
Unknown author
(
University of Pretoria
,
2020
)
Particle swarm optimization-based empirical mode decomposition predictive technique for nonstationary data
Kuranga, Cry
;
Ranganai, Njodzi
;
Muwani, Tendai S.
(
Springer
,
2022-12
)
Smart microgrid energy market : evaluating distributed ledger technologies for remote and constrained microgrid deployments
Ledwaba, Lehlogonolo P.I.
;
Hancke, Gerhard P.
;
Isaac, Sherrin J.
;
Venter, H.S. (Hein)
(
MDPI
,
2021-03-18
)
Machine-learning forensics : state of the art in the use of machine-learning techniques for digital forensic investigations within smart environments
Tageldin, Laila
;
Venter, H.S. (Hein)
(
MDPI
,
2023-09
)
Neural network crossover in genetic algorithms using genetic programming
Pretorius, Kyle
;
Pillay, Nelishia
(
Springer
,
2024-06
)
Technology-enhanced learning, data sharing, and machine learning challenges in South African education
Combrink, Herkulaas MvE
;
Marivate, Vukosi
;
Masikisiki, Baphumelele
(
MDPI
,
2023-04-24
)
Movement patterns of a particle swarm in high dimensional spaces
Oldewage, Elre T.
;
Engelbrecht, Andries P.
;
Cleghorn, Christopher Wesley
(
Elsevier
,
2020-02
)
A comparative study of nonlinear regression and autoregressive techniques in hybrid with particle swarm optimization for time-series forecasting
Kuranga, Cry
;
Pillay, Nelishia
(
Elsevier
,
2022-03
)
A natural human language framework for digital forensic readiness in the public cloud
Baror, Stacey Omeleze
;
Venter, H.S. (Hein)
;
Adeyemi, Richard
(
Taylor and Francis
,
2021
)
Windows registry harnesser for incident response and digital forensic analysis
Singh, Avinash
;
Venter, H.S. (Hein)
;
Ikuesan, Adeyemi Richard
(
Taylor and Francis
,
2020
)
Deep learning diagnostics of gray leaf spot in maize under mixed disease field conditions
Craze, Hamish A.
;
Pillay, Nelishia
;
Joubert, Fourie
;
Berger, David Kenneth
(
MDPI
,
2022-07-26
)
MalFe—malware feature engineering generation platform
Singh, Avinash
;
Ikuesan, Richard Adeyemi
;
Venter, H.S. (Hein)
(
MDPI
,
2023-10-08
)
Application of deep reinforcement learning in asset liability management
Wekwete, Takura Asael
;
Kufakunesu, Rodwell
;
Van Zyl, A.J. (Gusti)
(
Elsevier
,
2023-11
)
Nonlinear regression in dynamic environments using particle swarm optimization
Kuranga, Cry
;
Pillay, Nelishia
(
Springer
,
2020-11
)
Analysing drivers’ preferences for privacy enhancing car-to-car communication systems : a study from South-Africa
Islami, Lejla
;
Fischer-Hubner, Simone
;
Hammond, Eunice Naa Korkoi
;
Eloff, Jan H.P.
(
Springer
,
2021-04
)
A study of ant-based pheromone spaces for generation constructive hyper-heuristics
Singh, Emilio
;
Pillay, Nelishia
(
Elsevier
,
2022-07
)
Now showing items 1-61 of 61
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