Predicting fraudulent financial reporting using artificial neural network

QR Code

Predicting fraudulent financial reporting using artificial neural network

Purpose - This paper aims to explore the effectiveness of an artificial neural network (ANN) in predicting fraudulent financial reporting in small market capitalization companies in Malaysia. Design/methodology/approach - Based on the concepts of ANN, a mathematical model was developed to compare no...

Full description

Bibliographic Details
Published in:	Journal of Financial Crime
Main Author:	2-s2.0-85019490600
Format:	Article
Language:	English
Published:	Emerald Group Publishing Ltd. 2017
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85019490600&doi=10.1108%2fJFC-11-2015-0061&partnerID=40&md5=df180872ad2a71a67a4a748e500511ca

Similar Items

Prediction of business failure and fraudulent financial reporting: Evidence from Malaysia
by: 2-s2.0-85048783423
Published: (2015)

A cohesive model of predicting tax evasion from the perspective of fraudulent financial reporting amongst small and medium sized enterprises
by: 2-s2.0-85115296555
Published: (2022)

Prediction of Electromagnetic Properties Using Artificial Neural Networks for Oil Recovery Factors
by: 2-s2.0-85152886016
Published: (2023)

Artificial Neural Network-Salp-Swarm Algorithm for Stock Price Prediction
by: Mustaffa Z.; Sulaiman M.H.; Aziz A.A.
Published: (2024)

Artificial neural network modelling and flood water level prediction using extended Kalman filter
by: 2-s2.0-84875980418
Published: (2012)

Fraudulent financial statement detection using statistical techniques: The case of small medium automotive enterprise
by: 2-s2.0-84936996873
Published: (2015)

Failure Analysis and Prediction of Hybrid Composite Laminate under Biaxial Tension using Artificial Neural Network
by: 2-s2.0-85219586558
Published: (2024)

Predicting Dengue Outbreak based on Meteorological Data Using Artificial Neural Network and Decision Tree Models
by: 2-s2.0-85139442952
Published: (2022)

Prediction of AC power output in grid-connected photovoltaic system using Artificial Neural Network with multi-variable inputs
by: 2-s2.0-85019976825
Published: (2017)

Natural Frequencies Prediction of Hybrid Composite Laminate based on Finite Element Simulation and Artificial Neural Network
by: 2-s2.0-85219506859
Published: (2024)

Optimization of identifying insulinaemic pharmacokinetic parameters using artificial neural network
by: 2-s2.0-85159168327
Published: (2023)

Application of Artificial Neural Networks for Performance Prediction of a Large-Scale Solar Farm in Eastern Malaysia
by: Md Mazmi M.I.W.B.; Ahmad N.; Aziz M.A.S.A.; Rining A.R.; Pirdaus N.A.; Annuar I.
Published: (2024)

Profiling of myocardial infarction history from electrocardiogram using artificial neural network
by: 2-s2.0-85054391989
Published: (2018)

Missing River Discharge Data Imputation Approach using Artificial Neural Network
by: 2-s2.0-85101170010
Published: (2015)

Solar power prediction based on Artificial Neural Network guided by feature selection for Large-scale Solar Photovoltaic Plant
by: 2-s2.0-85173601977
Published: (2023)

Intelligent solar panel monitoring system and shading detection using artificial neural networks
by: 2-s2.0-85160576369
Published: (2023)

Free and Unfree Weed Classification in Young Palm Oil Crops Using Artificial Neural Network
by: 2-s2.0-85174485337
Published: (2023)

Analyzing geometric parameters in inclined enclosures filled with magnetic nanofluid using artificial neural networks
by: 2-s2.0-85141927035
Published: (2023)

Flood prediction using NARX neural network and EKF prediction technique: A comparative study
by: 2-s2.0-84891096883
Published: (2013)

The effect of network depth in neural network for human gait cycle prediction
by: 2-s2.0-85166760836
Published: (2023)

Contaminant Removal from Wastewater by Microalgal Photobioreactors and Modeling by Artificial Neural Network
by: 2-s2.0-85144604976
Published: (2022)

A neural network students' performance prediction model (NNSPPM)
by: 2-s2.0-84894188408
Published: (2013)

Automatic music emotion classification using artificial neural network based on vocal and instrumental sound timbres
by: Mokhsin M.B.; Rosli N.B.; Wan Adnan W.A.; Abdul Manaf N.
Published: (2014)

An Artificial Neural Network-Based Finite State Machine for Adaptive Scenario Selection in Serious Game
by: 2-s2.0-85171267066
Published: (2023)

Eye-to-text communication via advanced optimization techniques and artificial neural networks: Review
by: Abbas M.R.; Mutlag A.H.; Gharghan S.K.; Jailani R.
Published: (2024)

Long-term electricity demand forecasting for malaysia using artificial neural networks in the presence of input and model uncertainties
by: Tai V.C.; Tan Y.C.; Rahman N.F.A.; Che H.X.; Chia C.M.; Saw L.H.; Ali M.F.
Published: (2021)

A review of artificial neural network learning rule based on multiple variant of conjugate gradient approaches
by: 2-s2.0-85087942491
Published: (2020)

A genetic algorithm-based multi-objective optimization of an artificial neural network classifier for breast cancer diagnosis
by: 2-s2.0-84884812989
Published: (2013)

Modelling of spray drying of coconut milk using different artificial neural network and response surface methodology modelling approaches: A comparison
by: 2-s2.0-85218694751
Published: (2025)

Application of Computational Model Based Probabilistic Neural Network for Surface Water Quality Prediction
by: 2-s2.0-85141886143
Published: (2022)

Artificial neural network for modelling of the correlation between lateral acceleration and head movement in a motion sickness study
by: Saruchi S.A.; Mohammed Ariff M.H.; Zamzuri H.; Hassan N.; Wahid N.
Published: (2019)

Emotion Recognition Using Convolutional Neural Network (CNN)
by: 2-s2.0-85111988755
Published: (2021)

Classification of Starfruit Ripeness using Neural Network Technique
by: 2-s2.0-85093840271
Published: (2020)

Genre Analysis of Risk Management Reports by an Islamic Financial Institution in Malaysia
by: 2-s2.0-85131749002
Published: (2022)

Classification of Diabetic Retinopathy Disease Using Convolutional Neural Network
by: 2-s2.0-85130573222
Published: (2022)

Pneumonia Detection System Using Convolutional Neural Network
by: Izzat M.F.; Sa'dan S.'.; Bahrin U.F.M.; Ishak S.N.H.; Yasin S.N.S.; Ibrahim N.; Nor M.
Published: (2024)

Genre Analysis of Risk Management Reports by an Islamic Financial Institution in Malaysia
by: Aziz R.A.; Abas N.; Yusob K.F.; Yusof N.M.
Published: (2022)

Automated Receipt Scanning Using Convolutional Recurrent Neural Network (CRNN)
by: 2-s2.0-85219565154
Published: (2024)

Analysis of Photovoltaic Cell Defect Classification Using Residual Neural Network
by: 2-s2.0-85219521304
Published: (2024)

Ocular Disease Recognition System Using Convolutional Neural Network
by: Fauzi, et al.
Published: (2024)