Laleh Tafakori

Royal Melbourne Institute of Technolog (RMIT University)

SCHOLARLY PAPERS

10

DOWNLOADS

1,843

TOTAL CITATIONS

0

Scholarly Papers (10)

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 Technolog (RMIT University), Royal Melbourne Institute of Technolog (RMIT University) and Royal Melbourne Institute of Technolog (RMIT University)
Downloads 1,233 (36,891)

Abstract:

Loading...

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 Technolog (RMIT University), Royal Melbourne Institute of Technolog (RMIT University) and Royal Melbourne Institute of Technolog (RMIT University)
Downloads 191 (343,429)

Abstract:

Loading...

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

3.

A Comparative Study of Methods for Measuring Node Influence in Complex Networks

Number of pages: 35 Posted: 30 Oct 2024
affiliation not provided to SSRN, Royal Melbourne Institute of Technolog (RMIT University), Royal Melbourne Institute of Technolog (RMIT University) and affiliation not provided to SSRN
Downloads 145 (436,093)

Abstract:

Loading...

Influence maximization, machine learning, information cascade, complex networks, Diffusion Models, influential nodes

4.

Forecasting Value-at-Risk Using Functional Volatility Incorporating an Exogenous Effect

Number of pages: 38 Posted: 15 Feb 2023
Armin Pourkhanali, Laleh Tafakori and Marco Bee
Royal Melbourne Institute of Technolog (RMIT University), Royal Melbourne Institute of Technolog (RMIT University) and University of Trento - Department of Economics and Management
Downloads 47 (878,082)

Abstract:

Loading...

Exponential GARCH, Log-GARCH, Time-varying parameters, Value-at-risk, Forecasting.

5.

Analyzing and Predicting Residential Electricity Consumption Using Smart Meter Data: A Copula-Based Approach

Number of pages: 28 Posted: 19 Nov 2024
Waleed Softah, Laleh Tafakori and Hui Song
affiliation not provided to SSRN, Royal Melbourne Institute of Technolog (RMIT University) and affiliation not provided to SSRN
Downloads 43 (913,335)

Abstract:

Loading...

D-vine copula, data-driven energy analysis, quantile regression, short-term forecasting, smart meters data set.

Dependency and Systemic Risk in Dynamic Financial Networks

Number of pages: 36 Posted: 31 Dec 2024
Shahab Nankali, Laleh Tafakori, Mahdi Jalili and Xiaolu Hu
Royal Melbourne Institute of Technolog (RMIT University), Royal Melbourne Institute of Technolog (RMIT University), Royal Melbourne Institute of Technolog (RMIT University) and Royal Melbourne Institute of Technolog (RMIT University) - School of Economics, Finance and Marketing
Downloads 27 (1,110,908)

Abstract:

Loading...

Systemic Risk, Network analysis, Influence Maximization, Value at Risk, Shock propagation, Centrality Network analysis

Dependency and Systemic Risk in Dynamic Financial Networks

Number of pages: 36 Posted: 04 Dec 2024
Shahab Nankali, Laleh Tafakori, Mahdi Jalili and Xiaolu Hu
Royal Melbourne Institute of Technolog (RMIT University), Royal Melbourne Institute of Technolog (RMIT University), Royal Melbourne Institute of Technolog (RMIT University) and Royal Melbourne Institute of Technolog (RMIT University) - School of Economics, Finance and Marketing
Downloads 13 (1,295,906)

Abstract:

Loading...

Systemic Risk, Network analysis, Influence Maximization, Value at Risk, Shock propagation, Centrality Network analysis

7.

Dependency and Systemic Risk in Dynamic Financial Networks

Number of pages: 32 Posted: 07 Aug 2024
Shahab Nankali, Laleh Tafakori, Mahdi Jalili and Xiaolu Hu
affiliation not provided to SSRN, Royal Melbourne Institute of Technolog (RMIT University), Royal Melbourne Institute of Technolog (RMIT University) and Royal Melbourne Institute of Technolog (RMIT University) - School of Economics, Finance and Marketing
Downloads 39 (951,073)

Abstract:

Loading...

Systemic Risk, Network analysis, Influence Maximization, Value at Risk, Conditional Value at Risk, Shock propagation, Centrality Network analysis

8.

Copula-Based Dynamic Networks for Forecasting Stock Market Volatility

Number of pages: 20 Posted: 10 Apr 2025
Shahab Nankali, Laleh Tafakori, Xiaolu Hu and Mahdi Jalili
Royal Melbourne Institute of Technolog (RMIT University), Royal Melbourne Institute of Technolog (RMIT University), Royal Melbourne Institute of Technolog (RMIT University) - School of Economics, Finance and Marketing and Royal Melbourne Institute of Technolog (RMIT University)
Downloads 36 (981,105)

Abstract:

Loading...

ARCH model, Copula Entropy, D-vine Copula, Financial Network, volatility prediction, Spatial econometrics

9.

Aggn: Augmented Gradient Guided Network for Few-Shot Regression

Number of pages: 27 Posted: 07 Feb 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, Royal Melbourne Institute of Technolog (RMIT University) and Royal Melbourne Institute of Technolog (RMIT University)
Downloads 36 (981,105)

Abstract:

Loading...

Few-shot learning, regression, Differentiable reference model, Transfer Learning, data augmentation

10.

Satellite-Based Extreme Precipitation Estimation Using Convolution Neural Networks and Ant Colony Optimized Multi-Layers Perceptron

Number of pages: 31 Posted: 16 Nov 2024
Royal Melbourne Institute of Technology (RMIT) University, Royal Melbourne Institute of Technolog (RMIT University) and Royal Melbourne Institute of Technolog (RMIT University)
Downloads 33 (1,012,441)

Abstract:

Loading...

Extreme Precipitation, Satellite Precipitation Products, Convolution Neural Network, Ant Colony Optimization