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Gcinizwe Dlamini

Observed name: Dlamini, Gcinizwe
Observed institution: Innopolis University
ORCID: 0000-0002-4578-5011
Observed ORCID: 0000-0002-4578-5011
OpenAlex ID: A5033040150
DGM: a data generative model to improve minority class presence in anomaly detection domain
2021 · Gcinizwe Dlamini, Muhammad Fahim · Neural Computing and Applications · 71
Towards Predicting Architectural Design Patterns: A Machine Learning Approach
2022 · Sirojiddin Komolov, Gcinizwe Dlamini, et al. · Computers · 16
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Meta-analytical comparison of energy consumed by two sorting algorithms
2021 · Gcinizwe Dlamini, Firas Jolha, et al. · Information Sciences · 15
Preliminary Study: Exploring GitHub Repository Metrics
2024 · Guzel Safiullina, Aidar Gumerov, et al. · Lecture notes in networks and systems · 12
Metrics for Software Process Quality Assessment in the Late Phases of SDLC
2022 · Gcinizwe Dlamini, Shokhista Ergasheva, et al. · Lecture notes in networks and systems · 9
A Lightweight Deep Autoencoder-Based Approach for Unsupervised Anomaly Detection
2019 · Gcinizwe Dlamini, Rufina Galieva, et al. · IEEE/ACS International Conference on Computer Systems and Applications (AICCSA) · 8
System Energy Consumption Measurement
2022 · Artem Kruglov, Giancarlo Succi, et al. · SpringerBriefs in computer science · 5
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Detecting Design Patterns in Android Applications with CodeBERT Embeddings and CK Metrics
2024 · Gcinizwe Dlamini, Usman Ahmad, et al. · Lecture notes in computer science · 4
Meta-analytical Comparison Of SVM and KNN for Text Classification
2021 · Gcinizwe Dlamini, Zamira Kholmatova, et al. · International Conference Nonlinearity, Information and Robotics (NIR) · 4
Attention and Concentration for Software Developers
2023 · Rozaliya Amirova, Gcinizwe Dlamini, et al. · IEEE Access · 3
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A Study: Design Patterns Detection Approaches and Impact on Software Quality
2021 · Danil Shilintsev, Gcinizwe Dlamini · Communications in computer and information science · 3
A Systematic Literature Review on Measuring Brain Activity While Reviewing Code and Paintings
2025 · Gcinizwe Dlamini, Abu Huraira, et al. · IEEE Access · 2
A Meta-analytical Comparison of Naive Bayes and Random Forest for Software Defect Prediction
2023 · Ch Muhammad Awais, Wei Gu, et al. · Lecture notes in networks and systems · 2
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Bridging the Domain Gap for Stance Detection for the Zulu Language
2022 · Gcinizwe Dlamini, Imad Eddine Ibrahim Bekkouch, et al. · Lecture notes in networks and systems · 2
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Review: Use of EEG on Measuring Stress Levels When Painting and Programming
2022 · Nataliya Tupikina, Gcinizwe Dlamini, et al. · International Conference on Enterprise Information Systems · 2
Using Tools for the Analysis of the Mental Activity of Programmers
2021 · Rozaliya Amirova, Gcinizwe Dlamini, et al. · Lecture notes in computer science · 2
Deep Learning Based Approach for Human Intention Estimation in Lower-Back Exoskeleton
2023 · Valeriya Zanina, Gcinizwe Dlamini, et al. · Lecture notes in networks and systems · 1
Development of a model for assessing energy consumption of a system
2021 · Gcinizwe Dlamini, Artem Kruglov, et al. · Journal of Physics Conference Series · 1
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A Meta-analytical Comparison of Energy Consumed by Two Different Programming Languages
2021 · Ikram Hamizi, Ayomide Bakare, et al. · Communications in computer and information science · 1
Predicting Household power consumption: Using Gradient Boosting and Deep Quantile Regression Model
2020 · Gcinizwe Dlamini, Swati Megha · Journal of Physics Conference Series · 1
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Exploring the Correlation Between Attention Levels and Software Bugs: A Systematic Literature Review and Future Directions
2025 · Alaa Aldin Hajjar, Hadi Salloum, et al. · Springer proceedings in mathematics & statistics
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Are CK Metrics Enough to Detect Design Patterns?
2023 · Gcinizwe Dlamini, Swati Megha, et al. · Lecture notes in networks and systems
Leveraging Transformer and Graph Neural Networks for Variable Misuse Detection
2023 · Vitaly Romanov, Gcinizwe Dlamini, et al. · International Conference on Evaluation of Novel Approaches to Software Engineering
Towards understanding the impact of mental states on software development using EEG
2022 · Gcinizwe Dlamini, Karina Singatullina, et al. · IEEE/ACS International Conference on Computer Systems and Applications (AICCSA)
Works count: 26
Citation count: 164
H-index: 6
I10-index: 4
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