Author

Deepani B. Guruge

Observed names: Deepani Babarenda Guruge, Guruge, Deepani, Guruge, Deepani B, Guruge, Deepani B., Guruge, Deepani Babarenda

Institution: Melbourne Institute of Technology

Observed institutions: Melbourne Institute of Technology, Central Queensland University

ORCID: 0000-0002-9364-0140

Observed ORCID: 0000-0002-9364-0140

OpenAlex ID: A5000142649

The State of the Art in Methodologies of Course Recommender Systems—A Review of Recent Research

2021 · Deepani B. Guruge, Rajan Kadel, et al. · Data · 81

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Opportunities and Challenges for Error Control Schemes for Wireless Sensor Networks: A Review

2020 · Rajan Kadel, Krishna Paudel, et al. · Electronics · 33

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DeepFake video detection: Insights into model generalisation — A Systematic review

2025 · Ramcharan Ramanaharan, Deepani B. Guruge, et al. · Data and Information Management · 25

Building Academic Integrity: Evaluating the Effectiveness of a New Framework to Address and Prevent Contract Cheating

2025 · Deepani B. Guruge, Rajan Kadel, et al. · Societies · 13

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Towards an Holistic Framework to Mitigate and Detect Contract Cheating within an Academic Institute—A Proposal

2023 · Deepani B. Guruge, Rajan Kadel · Education Sciences · 12

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Mobile Learning Approaches and Its Impact on Student‘s Education — A Survey

2021 · Sadia Aziz, Rajan Kadel, et al. · International Journal of Information and Education Technology · 10

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Design and Implementation of Wi-Fi Based Attendance System Using Raspberry Pi

2019 · Archana Banepali, Rajan Kadel, et al. · International Telecommunication Networks and Applications Conference (ITNAC) · 10

Machine-Learning-Based Indoor Mobile Positioning Using Wireless Access Points with Dual SSIDs—An Experimental Study

2022 · Krishna Paudel, Rajan Kadel, et al. · Journal of Sensor and Actuator Networks · 7

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Analysing Student Expectation on Mobile Technologies to Enhance Student Learning Experience

2021 · Deepani B. Guruge, Krishna Paudel, et al. · International Conference on Education Development and Studies (ICEDS) · 3

Intelligent Document Filter for the Internet

2006 · Deepani B. Guruge, Russel J. Stonier · Lecture notes in computer science · 2

Configuration-Aware Optimization of CNNs: Effects of Training Hyperparameters on Performance and Efficiency

2026 · Amoakoh Gyasi-Agyei, Deepani B. Guruge, et al. · Preprints.org · 1

Building an Efficient Document Retrieval System Using Fuzzy Clustering.

2003 · Deepani B. Guruge, R.J. Stonier · Indian International Conference on Artificial Intelligence · 1

Explainable AI for trustworthy automated data-driven decision making: Recent developments and future directions

2026 · Bisma Urooj, Deepani B. Guruge, et al. · Data and Information Management

The Role of Explainable AI in Trustworthy Recommender Systems: Systematic Review

2026 · Dona, Sandunika Elvitigalage, Guruge, Deepani, et al. · Melbourne Institute of Technology

A Hybrid Explainable AI Framework for Fair Automated Decision-Making in Healthcare

2026 · Urooj, Bima, Guruge, Deepani Babarenda, et al. · Melbourne Institute of Technology

Multi-Modal Feature Fusion Framework for Ovarian Cancer Classification

2026 · Pilodiya, Deepali, Guruge, Deepani B., et al. · Melbourne Institute of Technology

A Proposed Multi-model Spatial, Temporal, and Frequency feature fusion Framework for Deepfake Video Detection

2026 · Upadhyay, Sujal, Guruge, Deepani Babarenda, et al. · Melbourne Institute of Technology

A Hybrid MCDM Framework for Evaluating Robustness and Perceptual Transparency in Stereoscopic 3‑D Video Watermarking

2026 · Omar Al-Boridi, Hong Ren Wu, et al. · SSRN Electronic Journal

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Works count: 19

Citation count: 198

H-index: 7

I10-index: 7