DGM: a data generative model to improve minority class presence in anomaly detection domain G Dlamini, M Fahim Neural Computing and Applications 33, 13635-13646, 2021 | 46 | 2021 |
Towards predicting architectural design patterns: a machine learning approach S Komolov, G Dlamini, S Megha, M Mazzara Computers 11 (10), 151, 2022 | 9 | 2022 |
Metrics for software process quality assessment in the late phases of SDLC G Dlamini, S Ergasheva, Z Kholmatova, A Kruglov, A Sadovykh, G Succi, ... Science and Information Conference, 639-655, 2022 | 9 | 2022 |
Meta-analytical comparison of energy consumed by two sorting algorithms G Dlamini, F Jolha, Z Kholmatova, G Succi Information Sciences 582, 767-777, 2022 | 8 | 2022 |
A lightweight deep autoencoder-based approach for unsupervised anomaly detection G Dlamini, R Galieva, M Fahim 2019 IEEE/ACS 16th International Conference on Computer Systems and …, 2019 | 6 | 2019 |
Bridging the domain gap for stance detection for the zulu language G Dlamini, IEI Bekkouch, A Khan, L Derczynski Proceedings of SAI Intelligent Systems Conference, 312-325, 2022 | 2 | 2022 |
Meta-analytical Comparison of SVM and KNN for Text Classification G Dlamini, Z Kholmatova, A Kruglov, G Succi, H Tarasau, A Valeev 2021 International Conference" Nonlinearity, Information and Robotics"(NIR), 1-6, 2021 | 2 | 2021 |
A study: Design patterns detection approaches and impact on software quality D Shilintsev, G Dlamini Frontiers in Software Engineering: First International Conference, ICFSE …, 2021 | 2 | 2021 |
Deep learning based approach for human intention estimation in lower-back exoskeleton V Zanina, G Dlamini, V Palyonov Future of Information and Communication Conference, 164-182, 2023 | 1 | 2023 |
System Energy Consumption Measurement A Kruglov, G Succi, G Dlamini Developing Sustainable and Energy-Efficient Software Systems, 27-38, 2022 | 1 | 2022 |
Development of a model for assessing energy consumption of a system G Dlamini, A Kruglov, X Vasquez, V Pavlov Journal of Physics: Conference Series 2134 (1), 012012, 2021 | 1 | 2021 |
Using Tools for the Analysis of the Mental Activity of Programmers R Amirova, G Dlamini, V Ivanov, S Masyagin, A Spallone, G Succi, ... Brain Informatics: 14th International Conference, BI 2021, Virtual Event …, 2021 | 1 | 2021 |
Predicting Household power consumption: Using Gradient Boosting and Deep Quantile Regression Model G Dlamini, S Megha Journal of Physics: Conference Series 1694 (1), 012031, 2020 | 1 | 2020 |
Exploring the Correlation Between Attention Levels and Software Bugs: A Systematic Literature Review and Future Directions AA Hajjar, H Salloum, G Dlamini, G Succi, M Mazzara Authorea Preprints, 2024 | | 2024 |
Preliminary Study: Exploring GitHub Repository Metrics G Safiullina, A Gumerov, G Dlamini, G Succi Future of Information and Communication Conference, 579-591, 2024 | | 2024 |
Detecting Design Patterns in Android Applications with CodeBERT Embeddings and CK Metrics G Dlamini, U Ahmad, LR Kharkrang, V Ivanov International Conference on Analysis of Images, Social Networks and Texts …, 2023 | | 2023 |
Attention and Concentration for Software Developers R Amirova, G Dlamini, A Repryntseva, G Succi, H Tarasau IEEE Access, 2023 | | 2023 |
Are CK Metrics Enough to Detect Design Patterns? G Dlamini, S Megha, S Komolov Future of Information and Communication Conference, 11-24, 2023 | | 2023 |
Leveraging Transformer and Graph Neural Networks for Variable Misuse Detection V Romanov, G Dlamini, A Valeev, V Ivanov 18th International Conference on Evaluation of Novel Approaches to Software …, 2023 | | 2023 |
A Meta-analytical Comparison of Naive Bayes and Random Forest for Software Defect Prediction CM Awais, W Gu, G Dlamini, Z Kholmatova, G Succi International Conference on Intelligent Systems Design and Applications, 139-149, 2022 | | 2022 |