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Justin Munoz

Royal Melbourne Institute of Technology (RMIT University)

124 La Trobe Street

Melbourne, 3000

Australia

  • Royal Melbourne Institute of Technology (RMIT University)

SCHOLARLY PAPERS

4

DOWNLOADS

1,876

TOTAL CITATIONS

3

Scholarly Papers (4)

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1.

Enhancing Bookkeeper Decision Support Through Graph Representation Learning for Bank Reconciliation

Number of pages: 50 Posted: 13 Nov 2024
Justin Munoz, Mahdi Jalili and Laleh Tafakori
Royal Melbourne Institute of Technology (RMIT University), Royal Melbourne Institute of Technology (RMIT University) and Royal Melbourne Institute of Technology (RMIT University)
Downloads 1,417 (34,135)

Abstract:

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Representation Learning, Graph Embeddings, Record Linkage, Link Prediction, Bookkeeping, Decision-support Systems

2.

Automating Bank Reconciliation Through Graph Representation Learning and Downstream Record Linkage

Number of pages: 49 Posted: 17 Jan 2024
Justin Munoz, Mahdi Jalili and Laleh Tafakori
Royal Melbourne Institute of Technology (RMIT University), Royal Melbourne Institute of Technology (RMIT University) and Royal Melbourne Institute of Technology (RMIT University)
Downloads 343 (233,602)

Abstract:

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Representation Learning, Graph Embeddings, Record Linkage, Link Prediction, Bookkeeping, Accounting Automation

3.

Vital Node Identification in Complex Networks Using a Machine Learning-Based Approach

Number of pages: 20 Posted: 08 Mar 2022
Ahmad Asgharian Rezaei, Justin Munoz, Mahdi Jalili and Hamid Khayyam
Royal Melbourne Institute of Technology (RMIT University), Royal Melbourne Institute of Technology (RMIT University), Royal Melbourne Institute of Technology (RMIT University) and Royal Melbourne Institute of Technology (RMIT University)
Downloads 81 (796,622)
Citation 3

Abstract:

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Influential Node RankingComplex NetworksMachine LearningVital Node IdentificationSupport Vector MachinesInfluence MaximizationEpidemic Analysis

4.

Influential Node Ranking in Complex Information Networks Using A Randomized Dynamics-Sensitive Approach

Number of pages: 18 Posted: 01 Sep 2022
Ahmad Asgharian Rezaei, Justin Munoz, Mahdi Jalili and Hamid Khayyam
Royal Melbourne Institute of Technology (RMIT University), Royal Melbourne Institute of Technology (RMIT University), Royal Melbourne Institute of Technology (RMIT University) and Royal Melbourne Institute of Technology (RMIT University)
Downloads 35 (1,249,711)

Abstract:

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Influential Node Ranking, Complex Networks, Vital Node Identification, Influence Maximization, Randomized Sampling, Epidemic Analysis