Author

Sifiso Vilakati

Observed names: S. E. Vilakati, S. Vilakati, Vilakati, S, Vilakati, Sifiso

Institutions: Durban University of Technology, University of the Free State

Observed institutions: University of Eswatini, Durban University of Technology, University of the Free State

ORCID: 0000-0001-7251-4033

Observed ORCID: 0000-0001-7251-4033

OpenAlex ID: A5087056551

Prompt engineering for accurate statistical reasoning with large language models in medical research

2025 · Sifiso Vilakati · Frontiers in Artificial Intelligence · 30

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Remote and Rural Connectivity: Infrastructure and Resource Sharing Principles

2021 · Thembelihle Dlamini, Sifiso Vilakati · Wireless Communications and Mobile Computing · 25

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LSTM-Based Traffic Load Balancing and Resource Allocation for an Edge System

2020 · Thembelihle Dlamini, Sifiso Vilakati · Wireless Communications and Mobile Computing · 18

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Harnessing generative artificial intelligence for teaching statistics in medical research: Strategies for accurate hypothesis testing

2025 · Sifiso Vilakati · Teaching Statistics · 5

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Improving the Detection Ability of Binary CUSUM Risk-Adjusted Control Charts with Run Rules

2025 · Zoha Hussain, Ali Yeganeh, et al. · Symmetry · 2

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Exploratory Learning in Statistics Education Through Generative AI: A Constructivist Approach with Case Studies

2025 · Sifiso Vilakati, Thembelihle Dlamini, et al. · Preprints.org · 1

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Analyzing safety data for two-stage randomization designs

2025 · Sifiso Vilakati, Giuliana Cortese · Frontiers in Applied Mathematics and Statistics · 1

Estimating survival distributions for two-stage adaptive treatment strategies: A simulation study

2021 · Sifiso Vilakati, Giuliana Cortese, et al. · Communications for Statistical Applications and Methods · 1

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Weighted Lin and Xu test for two-stage randomization designs

2020 · S. E. Vilakati, G. Cortese · Biostatistics & Epidemiology · 1

Data Analysis Using LLMs: Tools, Sandboxes and Data Agents

2026 · Sifiso Vilakati · Preprints.org

A Design-Based Mood’s Median Test for Complex Survey Data

2026 · Sifiso Vilakati · Preprints.org

Scaling Socratic Statistics Instruction Through Large Language Models

2026 · Sifiso Vilakati · Preprints.org

R-Based Tool Learning for Chi-Square Test with Large Language Models in Medical Research

2026 · Sifiso Vilakati · Preprints.org

Towards standardized prompts for statistical reasoning: Reimagining the Statistician's role in the age of large language models

2026 · Vilakati, S · Zenodo (CERN European Organization for Nuclear Research)

Drivers of customer satisfaction in the telecommunications industry of Zimbabwe: A mixed-methods study from Manicaland Province

2026 · Ruth Shiridzinodya, Dzidzai Muchakubvura, et al. · International Journal of Research in Business and Social Science (2147-4478)

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Simulation as Inquiry: Reframing Methodological Knowledge Through Boundary Mapping

2026 · Sifiso Vilakati · Philosophies

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Poster: Improving the detection ability of binary CUSUM risk-adjusted control charts with run rules

2026 · Zoha Hussain, Ali Yeganeh, et al.

Estimating Effect Size for Mood’s Median Test

2026 · Sifiso Vilakati, Sandile C. Shongwe, et al. · Mathematics

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Satellite-based assisted-offloading for energy-constrained edge networks

2026 · Thembelihle Dlamini, Mengistu A. Mulatu, et al. · Indonesian Journal of Electrical Engineering and Computer Science

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Connect Everywhere: Wireless Connectivity in Protected Areas

2025 · Thembelihle Dlamini, Mengistu Abera Mulatu, et al. · International Conference on Electrical and Computer Engineering Researches (ICECER)

Analyzing survival curves at a fixed point in time for two-stage dynamic treatment regimes

2025 · S. E. Vilakati · Biostatistics & Epidemiology

Cumulative hazard ratio estimation for adverse events data from two-stage dynamic treatment regimes

2025 · Sifiso Vilakati · Frontiers in Applied Mathematics and Statistics

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Connect Everywhere: Wireless Connectivity in Protected Areas

2021 · Dlamini, Thembelihle, Mulatu, Mengistu Abera, et al. · arXiv (Cornell University)

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Estimating survival distributions for time-varying SMART designs

2019 · S. Vilakati, G. Cortese · South African Statistical Journal

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Inference Following Two-Stage Randomization Designs with Survival Endpoints

2017 · Sifiso Vilakati · Padua@research (University of Padova)

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Works count: 26

Citation count: 84

H-index: 4

I10-index: 3