Intelligent Systems in Accounting, Finance and Management / John Wiley & Sons, Ltd.
Citation Profile [Updated: 2025-11-20 18:08:17]
5 Years H Index
9
Impact Factor (IF)
0.25
5 Years IF
0.24
Data available in this
report
[Raw
data] [50 most cited papers]
[50 most relevant papers]
[cites used to compute IF]
[Recent
citations ][Frequent citing
series ] [more data in
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Main indicators
Raw Data
| IF | AIF | CIF | IF5 | DOC | CDO | CIT | NCI | CCU | D2Y | C2Y | D5Y | C5Y | SC | %SC | CiY | II | AII | |
| 1992 | 0 | 0.12 | 0 | 0 | 27 | 27 | 10 | 0 | 0 | 0 | 0 | 0 | 0.06 | |||||
| 1993 | 0.07 | 0.13 | 0.09 | 0.07 | 19 | 46 | 22 | 4 | 4 | 27 | 2 | 27 | 2 | 4 | 100 | 2 | 0.11 | 0.06 |
| 1994 | 0.04 | 0.14 | 0.06 | 0.04 | 20 | 66 | 19 | 4 | 8 | 46 | 2 | 46 | 2 | 4 | 100 | 1 | 0.05 | 0.06 |
| 1995 | 0.13 | 0.22 | 0.15 | 0.11 | 19 | 85 | 68 | 13 | 21 | 39 | 5 | 66 | 7 | 13 | 100 | 0 | 0.09 | |
| 1996 | 0 | 0.25 | 0.01 | 0.01 | 17 | 102 | 4 | 1 | 22 | 39 | 85 | 1 | 1 | 100 | 0 | 0.11 | ||
| 1997 | 0.03 | 0.24 | 0.01 | 0.01 | 21 | 123 | 14 | 1 | 23 | 36 | 1 | 102 | 1 | 0 | 0 | 0.11 | ||
| 1998 | 0 | 0.27 | 0.01 | 0.02 | 18 | 141 | 24 | 2 | 25 | 38 | 96 | 2 | 0 | 0 | 0.13 | |||
| 1999 | 0.03 | 0.29 | 0.06 | 0.07 | 21 | 162 | 13 | 9 | 34 | 39 | 1 | 95 | 7 | 3 | 33.3 | 0 | 0.14 | |
| 2000 | 0.05 | 0.34 | 0.1 | 0.04 | 17 | 179 | 16 | 18 | 52 | 39 | 2 | 96 | 4 | 17 | 94.4 | 0 | 0.16 | |
| 2001 | 0.03 | 0.38 | 0.04 | 0.02 | 16 | 195 | 39 | 7 | 59 | 38 | 1 | 94 | 2 | 2 | 28.6 | 0 | 0.17 | |
| 2002 | 0 | 0.39 | 0.05 | 0 | 20 | 215 | 7 | 10 | 69 | 33 | 93 | 2 | 20 | 2 | 0.1 | 0.2 | ||
| 2004 | 0 | 0.47 | 0.07 | 0.03 | 20 | 235 | 29 | 17 | 88 | 20 | 74 | 2 | 9 | 52.9 | 0 | 0.21 | ||
| 2005 | 0 | 0.5 | 0.02 | 0.04 | 17 | 252 | 11 | 5 | 93 | 20 | 73 | 3 | 4 | 80 | 0 | 0.23 | ||
| 2006 | 0.03 | 0.49 | 0.06 | 0.04 | 11 | 263 | 17 | 17 | 110 | 37 | 1 | 73 | 3 | 11 | 64.7 | 0 | 0.22 | |
| 2007 | 0.07 | 0.44 | 0.04 | 0.03 | 8 | 271 | 22 | 11 | 121 | 28 | 2 | 68 | 2 | 7 | 63.6 | 0 | 0.2 | |
| 2009 | 0.25 | 0.46 | 0.22 | 0.07 | 17 | 288 | 10 | 62 | 185 | 8 | 2 | 56 | 4 | 57 | 91.9 | 0 | 0.23 | |
| 2010 | 0 | 0.46 | 0.13 | 0.04 | 9 | 297 | 5 | 38 | 224 | 17 | 53 | 2 | 29 | 76.3 | 0 | 0.2 | ||
| 2011 | 0.04 | 0.51 | 0.04 | 0.07 | 11 | 308 | 9 | 10 | 235 | 26 | 1 | 45 | 3 | 2 | 20 | 0 | 0.24 | |
| 2012 | 0.05 | 0.5 | 0.04 | 0.02 | 14 | 322 | 33 | 12 | 247 | 20 | 1 | 45 | 1 | 2 | 16.7 | 2 | 0.14 | 0.21 |
| 2013 | 0 | 0.54 | 0.03 | 0.04 | 12 | 334 | 11 | 11 | 258 | 25 | 51 | 2 | 0 | 0 | 0.24 | |||
| 2014 | 0.12 | 0.53 | 0.03 | 0.08 | 13 | 347 | 18 | 10 | 268 | 26 | 3 | 63 | 5 | 1 | 10 | 1 | 0.08 | 0.22 |
| 2015 | 0.12 | 0.53 | 0.05 | 0.1 | 15 | 362 | 5 | 18 | 286 | 25 | 3 | 59 | 6 | 5 | 27.8 | 0 | 0.22 | |
| 2016 | 0.07 | 0.5 | 0.06 | 0.12 | 16 | 378 | 39 | 22 | 308 | 28 | 2 | 65 | 8 | 7 | 31.8 | 2 | 0.13 | 0.2 |
| 2017 | 0.13 | 0.52 | 0.06 | 0.09 | 14 | 392 | 13 | 24 | 332 | 31 | 4 | 70 | 6 | 10 | 41.7 | 1 | 0.07 | 0.21 |
| 2018 | 0.07 | 0.53 | 0.04 | 0.1 | 14 | 406 | 46 | 18 | 350 | 30 | 2 | 70 | 7 | 3 | 16.7 | 2 | 0.14 | 0.22 |
| 2019 | 0.32 | 0.54 | 0.08 | 0.29 | 15 | 421 | 11 | 34 | 384 | 28 | 9 | 72 | 21 | 5 | 14.7 | 0 | 0.21 | |
| 2020 | 0.24 | 0.64 | 0.12 | 0.22 | 15 | 436 | 22 | 54 | 438 | 29 | 7 | 74 | 16 | 11 | 20.4 | 7 | 0.47 | 0.3 |
| 2021 | 0.13 | 0.74 | 0.12 | 0.34 | 16 | 452 | 25 | 54 | 492 | 30 | 4 | 74 | 25 | 6 | 11.1 | 1 | 0.06 | 0.27 |
| 2022 | 0.26 | 0.74 | 0.13 | 0.26 | 16 | 468 | 17 | 61 | 553 | 31 | 8 | 74 | 19 | 6 | 9.8 | 2 | 0.13 | 0.22 |
| 2023 | 0.44 | 0.7 | 0.12 | 0.34 | 16 | 484 | 3 | 57 | 610 | 32 | 14 | 76 | 26 | 2 | 3.5 | 0 | 0.2 | |
| 2024 | 0.25 | 0.82 | 0.11 | 0.24 | 13 | 497 | 0 | 53 | 663 | 32 | 8 | 78 | 19 | 1 | 1.9 | 1 | 0.08 | 0.24 |
| IF: | Two years Impact Factor: C2Y / D2Y |
| AIF: | Average Impact Factor for all series in RePEc in year y |
| CIF: | Cumulative impact factor |
| IF5: | Five years Impact Factor: C5Y / D5Y |
| DOC: | Number of documents published in year y |
| CDO: | Cumulative number of documents published until year y |
| CIT: | Number of citations to papers published in year y |
| NCI: | Number of citations in year y |
| CCU: | Cumulative number of citations to papers published until year y |
| D2Y: | Number of articles published in y-1 plus y-2 |
| C2Y: | Cites in y to articles published in y-1 plus y-2 |
| D5Y: | Number of articles published in y-1 until y-5 |
| C5Y: | Cites in y to articles published in y-1 until y-5 |
| SC: | selft citations in y to articles published in y-1 plus y-2 |
| %SC: | Percentage of selft citations in y to articles published in y-1 plus y-2 |
| CiY: | Cites in year y to documents published in year y |
| II: | Immediacy Index: CiY / Documents. |
| AII: | Average Immediacy Index for series in RePEc in year y |
50 most cited documents in this series
| # | Year | Title | Cited |
|---|---|---|---|
| 1 | 1995 | Application of the Rough Set Approach to Evaluation of Bankruptcy Risk. (1995). Slowinski, R. ; Zopounidis, C.. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:4:y:1995:i:1:p:27-41. Full description at Econpapers || Download paper | 46 |
| 2 | 2018 | Toward an ontologyâdriven blockchain design for supplyâchain provenance. (2018). Laskowski, Marek ; Kim, Henry M. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:25:y:2018:i:1:p:18-27. Full description at Econpapers || Download paper | 38 |
| 3 | 1998 | Neural network detection of management fraud using published financial data. (1998). Fanning, Kurt M ; Cogger, Kenneth O. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:7:y:1998:i:1:p:21-41. Full description at Econpapers || Download paper | 17 |
| 4 | 2016 | Natural Language Processing in Accounting, Auditing and Finance: A Synthesis of the Literature with a Roadmap for Future Research. (2016). Hughes, Mark E ; Garnsey, Margaret R ; Fisher, Ingrid E. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:23:y:2016:i:3:p:157-214. Full description at Econpapers || Download paper | 16 |
| 5 | 2012 | BEYOND THE NUMBERS: MINING THE ANNUAL REPORTS FOR HIDDEN CUES INDICATIVE OF FINANCIAL STATEMENT FRAUD. (2012). Goel, Sunita ; Gangolly, Jagdish. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:19:y:2012:i:2:p:75-89. Full description at Econpapers || Download paper | 13 |
| 6 | 2021 | Cryptocurrency price prediction using traditional statistical and machineâlearning techniques: A survey. (2021). Raj, Pravija ; Sreedharan, Meenu ; el Bannany, Magdi ; Arif, Ifra ; Khedr, Ahmed M ; Alhashmi, Saadat M. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:28:y:2021:i:1:p:3-34. Full description at Econpapers || Download paper | 11 |
| 7 | 2012 | MULTIDIMENSIONAL DISTANCEâTOâCOLLAPSE POINT AND SOVEREIGN DEFAULT PREDICTION. (2012). Savona, Roberto ; Vezzoli, Marika. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:19:y:2012:i:4:p:205-228. Full description at Econpapers || Download paper | 11 |
| 8 | 1995 | Predicting Corporate Failure Using a Neural Network Approach. (1995). Boritz, J. E. ; Kennedy, D. B. ; Augusto de Miranda e Albuquerque, . In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:4:y:1995:i:2:p:95-111. Full description at Econpapers || Download paper | 10 |
| 9 | 2004 | Combining data and text mining techniques for analysing financial reports. (2004). Karlsson, Jonas ; Vanharanta, Hannu ; Back, Barbro ; Visa, Ari ; Kloptchenko, Antonina ; Eklund, Tomas. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:12:y:2004:i:1:p:29-41. Full description at Econpapers || Download paper | 10 |
| 10 | 2006 | Opportunities for artificial intelligence development in the accounting domain: the case for auditing. (2006). Brown, Carol E ; Trinkle, Brad S ; Baldwin, Amelia A. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:14:y:2006:i:3:p:77-86. Full description at Econpapers || Download paper | 9 |
| 11 | 1994 | A Comparative Analysis of Artificial Neural Networks Using Financial Distress Prediction. (1994). Fanning, Kurt M. ; Cogger, Kenneth O.. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:3:y:1994:i:4:p:241-252. Full description at Econpapers || Download paper | 9 |
| 12 | 2001 | Linear models for minimizing misclassification costs in bankruptcy prediction. (2001). Nanda, Sudhir ; Pendharkar, Parag. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:10:y:2001:i:3:p:155-168. Full description at Econpapers || Download paper | 9 |
| 13 | 2020 | Performance assessment of ensemble learning systems in financial data classification. (2020). Bekiros, Stelios ; Lahmiri, Salim ; Bezzina, Frank ; Giakoumelou, Anastasia. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:27:y:2020:i:1:p:3-9. Full description at Econpapers || Download paper | 9 |
| 14 | 1995 | Detection of Management Fraud: A Neural Network Approach. (1995). Srivastava, Rajendra ; Fanning, Kurt ; Cogger, Kenneth O.. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:4:y:1995:i:2:p:113-126. Full description at Econpapers || Download paper | 8 |
| 15 | 2000 | Artificial neural networks in accounting and finance: modeling issues. (2000). Coakley, James R ; Brown, Carol E. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:9:y:2000:i:2:p:119-144. Full description at Econpapers || Download paper | 8 |
| 16 | 2014 | DESIGNING AN IFâTHEN RULESâBASED ENSEMBLE OF HETEROGENEOUS BANKRUPTCY CLASSIFIERS: A GENETIC ALGORITHM APPROACH. (2014). Feroz, Ehsan ; Cao, Zhiyan ; Davalos, Sergio ; Leng, Fei. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:21:y:2014:i:3:p:129-153. Full description at Econpapers || Download paper | 7 |
| 17 | 2001 | Offâsite monitoring systems for predicting bank underperformance: a comparison of neural networks, discriminant analysis, and professional human judgment. (2001). Swicegood, Philip ; Clark, Jeffrey A. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:10:y:2001:i:3:p:169-186. Full description at Econpapers || Download paper | 7 |
| 18 | 2001 | Bankruptcy prediction of financially stressed firms: an examination of the predictive accuracy of artificial neural networks. (2001). Lee, Picheng ; Anandarajan, Murugan. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:10:y:2001:i:2:p:69-81. Full description at Econpapers || Download paper | 7 |
| 19 | 2019 | Stock price prediction using DEEP learning algorithm and its comparison with machine learning algorithms. (2019). Nikou, Mahla ; Bagherzadeh, Jamshid ; Mansourfar, Gholamreza. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:26:y:2019:i:4:p:164-174. Full description at Econpapers || Download paper | 7 |
| 20 | 2016 | Corporate Default Prediction Model Averaging: A Normative Linear Pooling Approach. (2016). Savona, Roberto ; Figini, Silvia ; Sarlin, Peter ; Vezzoli, Marika. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:23:y:2016:i:1-2:p:6-20. Full description at Econpapers || Download paper | 7 |
| 21 | 2022 | Forecasting Commodity Market Returns Volatility: A Hybrid Ensemble Learning GARCHâLSTM based Approach. (2022). Gupta, Shivang ; Ghate, Kshitish ; Kakade, Kshitij ; Mishra, Aswini Kumar. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:29:y:2022:i:2:p:103-117. Full description at Econpapers || Download paper | 6 |
| 22 | 2001 | Predicting direction shifts on CanadianâUS exchange rates with artificial neural networks. (2001). Episcopos, Athanasios ; Wettimuny, Sannaka ; Davis, Jefferson T. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:10:y:2001:i:2:p:83-96. Full description at Econpapers || Download paper | 6 |
| 23 | 1993 | Proactive or Reactive: An Analysis of the Effect of Agent Style on Organizational Decisionâmaking Performance. (1993). Lin, Zhiang ; Carley, Kathleen. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:2:y:1993:i:4:p:271-287. Full description at Econpapers || Download paper | 6 |
| 24 | 2007 | Combining heterogeneous classifiers for stock selection. (2007). Batchelor, Roy ; Albanis, George. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:15:y:2007:i:1-2:p:1-21. Full description at Econpapers || Download paper | 6 |
| 25 | 1993 | Performance of Neural Networks in Managerial Forecasting. (1993). Jhee, Won Chul ; Lee, Jaekyu. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:2:y:1993:i:1:p:55-71. Full description at Econpapers || Download paper | 6 |
| 26 | 2001 | A data mining approach to financial time series modelling and forecasting. (2001). Vojinovic, Zoran ; Kecman, Vojislav ; Seidel, Rainer. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:10:y:2001:i:4:p:225-239. Full description at Econpapers || Download paper | 6 |
| 27 | 2007 | Index tracking with constrained portfolios. (2007). Oyewumi, Olufemi ; Maringer, Dietmar. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:15:y:2007:i:1-2:p:57-71. Full description at Econpapers || Download paper | 6 |
| 28 | 2011 | CREDIT SCORING, STATISTICAL TECHNIQUES AND EVALUATION CRITERIA: A REVIEW OF THE LITERATURE. (2011). Pointon, John ; Abdou, Hussein A. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:18:y:2011:i:2-3:p:59-88. Full description at Econpapers || Download paper | 6 |
| 29 | 2007 | A genetic algorithm approach to detecting temporal patterns indicative of financial statement fraud. (2007). Kiehl, Thomas ; Senturk, Deniz ; Lacomb, Christina ; Hoogs, Bethany. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:15:y:2007:i:1-2:p:41-56. Full description at Econpapers || Download paper | 6 |
| 30 | 2001 | Clustering technique for risk classification and prediction of claim costs in the automobile insurance industry. (2001). Willis, Robert J ; Brooks, Malcolm ; Smith, Kate A ; Yeo, Ai Cheo. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:10:y:2001:i:1:p:39-50. Full description at Econpapers || Download paper | 5 |
| 31 | 2017 | Deep networks for predicting direction of change in foreign exchange rates. (2017). Galeshchuk, Svitlana ; Mukherjee, Sumitra. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:24:y:2017:i:4:p:100-110. Full description at Econpapers || Download paper | 5 |
| 32 | 1997 | Neural nets or the logit model? A comparison of each modelâs ability to predict commercial bank failures. (1997). Bell, Timothy B. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:6:y:1997:i:3:p:249-264. Full description at Econpapers || Download paper | 5 |
| 33 | 2004 | Explanation provision and use in an intelligent decision aid. (2004). Arnold, Vicky ; Leech, Stewart A ; Sutton, Steve G ; Collier, Philip A ; Clark, Nicole. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:12:y:2004:i:1:p:5-27. Full description at Econpapers || Download paper | 5 |
| 34 | 2017 | Time to Slow Down for HighâFrequency Trading? Lessons from Artificial Markets. (2017). Oriol, Nathalie ; Arena, Lise ; Bajo, Javier ; Veryzhenko, Iryna ; Harb, Etienne. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:24:y:2017:i:2-3:p:73-79. Full description at Econpapers || Download paper | 5 |
| 35 | 1994 | The Fourth International Symposium on Intelligent Systems in Accounting, Finance and Management. (1994). Eining, Martha M. ; Coakley, James R. ; Brown, Carol E.. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:3:y:1994:i:3:p:223-235. Full description at Econpapers || Download paper | 5 |
| 36 | 1997 | Ordinal Pairwise Partitioning (OPP) Approach to Neural Networks Training in Bond rating. (1997). Kwon, Young S ; Lee, Kun Chang ; Han, Ingoo. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:6:y:1997:i:1:p:23-40. Full description at Econpapers || Download paper | 5 |
| 37 | 1997 | Stock Price Prediction Using Prior Knowledge and Neural Networks. (1997). Nakamura, Yukihiro ; Fukuhara, Yoshimi ; Ishikawa, Tsutomu ; Kohara, Kazuhiro. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:6:y:1997:i:1:p:11-22. Full description at Econpapers || Download paper | 5 |
| 38 | 2001 | Evaluating business credit risk by means of approachâintegrating decision rules and caseâbased learning. (2001). Wilk, Szymon ; Stefanowski, Jerzy. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:10:y:2001:i:2:p:97-114. Full description at Econpapers || Download paper | 5 |
| 39 | 2009 | A network model of systemic risk: stress testing the banking system1. (2009). Jaramillo, Serafin Martinez ; Diez, Javier Marquez. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:16:y:2009:i:1-2:p:87-110. Full description at Econpapers || Download paper | 5 |
| 40 | 2007 | A comparison of nearest neighbours, discriminant and logit models for auditing decisions. (2007). Spathis, Charalambos ; Pasiouras, Fotios ; Gaganis, Chrysovalantis ; Zopounidis, Constantin. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:15:y:2007:i:1-2:p:23-40. Full description at Econpapers || Download paper | 4 |
| 41 | 1993 | A Research Perspective: Artificial Intelligence, Management and Organizations. (1993). O'Leary, Daniel ; O'Keefe, Robert ; Duchessi, Peter. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:2:y:1993:i:3:p:151-159. Full description at Econpapers || Download paper | 4 |
| 42 | 2000 | Credit scoring and reject inference with mixture models. (2000). Feelders, A J. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:9:y:2000:i:1:p:1-8. Full description at Econpapers || Download paper | 4 |
| 43 | 1997 | Predicting Bond Ratings Using Neural Networks: A Comparison with Logistic Regression. (1997). Sen, Tarun K ; Maher, John J. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:6:y:1997:i:1:p:59-72. Full description at Econpapers || Download paper | 4 |
| 44 | 2005 | Modelling smallâbusiness credit scoring by using logistic regression, neural networks and decision trees. (2005). Sarlija, Natasa ; Bensic, Mirta ; Zekicsusac, Marijana. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:13:y:2005:i:3:p:133-150. Full description at Econpapers || Download paper | 4 |
| 45 | 2022 | Corporate governance performance ratings with machine learning. (2022). Ohman, Peter ; Semenova, Natalia ; Danielson, Mats ; Svanberg, Jan ; Samsten, Isak ; Ardeshiri, Tohid ; Rana, Tarek ; Neidermeyer, Presha E. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:29:y:2022:i:1:p:50-68. Full description at Econpapers || Download paper | 4 |
| 46 | 2022 | Commodity price forecasting via neural networks for coffee, corn, cotton, oats, soybeans, soybean oil, sugar, and wheat. (2022). Zhang, Yun ; Xu, Xiaojie. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:29:y:2022:i:3:p:169-181. Full description at Econpapers || Download paper | 4 |
| 47 | 2013 | INCASE: SIMULATING EXPERIENCE TO ACCELERATE EXPERTISE DEVELOPMENT BY KNOWLEDGE WORKERS. (2013). Arnold, Vicky ; Leech, Stewart A. ; Sutton, Steve G. ; Collier, Philip A. ; Vincent, Andrew. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:20:y:2013:i:1:p:1-21. Full description at Econpapers || Download paper | 4 |
| 48 | 2021 | Modeling Drivers and Barriers of Artificial Intelligence Adoption: Insights from a Strategic Management Perspective. (2021). Kar, Sudatta ; Gupta, Manmohan Prasad. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:28:y:2021:i:4:p:217-238. Full description at Econpapers || Download paper | 4 |
| 49 | 1997 | A comparison of the relative costs of financial distress models: artificial neural networks, logit and multivariate discriminant analysis. (1997). Sriram, Ram S ; Etheridge, Harlan L. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:6:y:1997:i:3:p:235-248. Full description at Econpapers || Download paper | 4 |
| 50 | 2000 | The efficacy of red flags in predicting the SECs targets: an artificial neural networks approach. (2000). Feroz, Ehsan ; Pastena, Victor S ; Mu, Taek ; Park, Kyungjoo. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:9:y:2000:i:3:p:145-157. Full description at Econpapers || Download paper | 4 |
50 most relevant documents in this series (papers most cited in the last two years)
| # | Year | Title | Cited |
|---|---|---|---|
| 1 | 2021 | Cryptocurrency price prediction using traditional statistical and machineâlearning techniques: A survey. (2021). Raj, Pravija ; Sreedharan, Meenu ; el Bannany, Magdi ; Arif, Ifra ; Khedr, Ahmed M ; Alhashmi, Saadat M. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:28:y:2021:i:1:p:3-34. Full description at Econpapers || Download paper | 10 |
| 2 | 2018 | Toward an ontologyâdriven blockchain design for supplyâchain provenance. (2018). Laskowski, Marek ; Kim, Henry M. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:25:y:2018:i:1:p:18-27. Full description at Econpapers || Download paper | 7 |
| 3 | 2012 | BEYOND THE NUMBERS: MINING THE ANNUAL REPORTS FOR HIDDEN CUES INDICATIVE OF FINANCIAL STATEMENT FRAUD. (2012). Goel, Sunita ; Gangolly, Jagdish. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:19:y:2012:i:2:p:75-89. Full description at Econpapers || Download paper | 6 |
| 4 | 2022 | Forecasting Commodity Market Returns Volatility: A Hybrid Ensemble Learning GARCHâLSTM based Approach. (2022). Gupta, Shivang ; Ghate, Kshitish ; Kakade, Kshitij ; Mishra, Aswini Kumar. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:29:y:2022:i:2:p:103-117. Full description at Econpapers || Download paper | 5 |
| 5 | 2016 | Natural Language Processing in Accounting, Auditing and Finance: A Synthesis of the Literature with a Roadmap for Future Research. (2016). Hughes, Mark E ; Garnsey, Margaret R ; Fisher, Ingrid E. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:23:y:2016:i:3:p:157-214. Full description at Econpapers || Download paper | 5 |
| 6 | 2022 | Corporate governance performance ratings with machine learning. (2022). Ohman, Peter ; Semenova, Natalia ; Danielson, Mats ; Svanberg, Jan ; Samsten, Isak ; Ardeshiri, Tohid ; Rana, Tarek ; Neidermeyer, Presha E. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:29:y:2022:i:1:p:50-68. Full description at Econpapers || Download paper | 4 |
| 7 | 2021 | Modeling Drivers and Barriers of Artificial Intelligence Adoption: Insights from a Strategic Management Perspective. (2021). Kar, Sudatta ; Gupta, Manmohan Prasad. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:28:y:2021:i:4:p:217-238. Full description at Econpapers || Download paper | 4 |
| 8 | 2007 | A genetic algorithm approach to detecting temporal patterns indicative of financial statement fraud. (2007). Kiehl, Thomas ; Senturk, Deniz ; Lacomb, Christina ; Hoogs, Bethany. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:15:y:2007:i:1-2:p:41-56. Full description at Econpapers || Download paper | 4 |
| 9 | 2002 | Tailâdependence in stockâreturn pairs. (2002). Kuzmics, Christoph ; Fortin, Ines. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:11:y:2002:i:2:p:89-107. Full description at Econpapers || Download paper | 3 |
| 10 | 2006 | Opportunities for artificial intelligence development in the accounting domain: the case for auditing. (2006). Brown, Carol E ; Trinkle, Brad S ; Baldwin, Amelia A. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:14:y:2006:i:3:p:77-86. Full description at Econpapers || Download paper | 3 |
| 11 | 1998 | Neural network detection of management fraud using published financial data. (1998). Fanning, Kurt M ; Cogger, Kenneth O. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:7:y:1998:i:1:p:21-41. Full description at Econpapers || Download paper | 3 |
| 12 | 2001 | Clustering technique for risk classification and prediction of claim costs in the automobile insurance industry. (2001). Willis, Robert J ; Brooks, Malcolm ; Smith, Kate A ; Yeo, Ai Cheo. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:10:y:2001:i:1:p:39-50. Full description at Econpapers || Download paper | 3 |
| 13 | 2005 | Modelling smallâbusiness credit scoring by using logistic regression, neural networks and decision trees. (2005). Sarlija, Natasa ; Bensic, Mirta ; Zekicsusac, Marijana. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:13:y:2005:i:3:p:133-150. Full description at Econpapers || Download paper | 3 |
| 14 | 1993 | A Research Perspective: Artificial Intelligence, Management and Organizations. (1993). O'Leary, Daniel ; O'Keefe, Robert ; Duchessi, Peter. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:2:y:1993:i:3:p:151-159. Full description at Econpapers || Download paper | 3 |
| 15 | 2019 | Stock price prediction using DEEP learning algorithm and its comparison with machine learning algorithms. (2019). Nikou, Mahla ; Bagherzadeh, Jamshid ; Mansourfar, Gholamreza. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:26:y:2019:i:4:p:164-174. Full description at Econpapers || Download paper | 3 |
| 16 | 2022 | Commodity price forecasting via neural networks for coffee, corn, cotton, oats, soybeans, soybean oil, sugar, and wheat. (2022). Zhang, Yun ; Xu, Xiaojie. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:29:y:2022:i:3:p:169-181. Full description at Econpapers || Download paper | 3 |
| 17 | 2021 | Forecasting volatility of crude oil futures using a GARCHâRNN hybrid approach. (2021). Verma, Sauraj. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:28:y:2021:i:2:p:130-142. Full description at Econpapers || Download paper | 3 |
| 18 | 2004 | Combining data and text mining techniques for analysing financial reports. (2004). Karlsson, Jonas ; Vanharanta, Hannu ; Back, Barbro ; Visa, Ari ; Kloptchenko, Antonina ; Eklund, Tomas. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:12:y:2004:i:1:p:29-41. Full description at Econpapers || Download paper | 2 |
| 19 | 1999 | Credit scoring and reject inference with mixture models. (1999). Feelders, A J. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:8:y:1999:i:4:p:271-279. Full description at Econpapers || Download paper | 2 |
| 20 | 1997 | Neural nets or the logit model? A comparison of each modelâs ability to predict commercial bank failures. (1997). Bell, Timothy B. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:6:y:1997:i:3:p:249-264. Full description at Econpapers || Download paper | 2 |
| 21 | 2020 | Performance assessment of ensemble learning systems in financial data classification. (2020). Bekiros, Stelios ; Lahmiri, Salim ; Bezzina, Frank ; Giakoumelou, Anastasia. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:27:y:2020:i:1:p:3-9. Full description at Econpapers || Download paper | 2 |
| 22 | 2022 | Application and performance of data mining techniques in stock market: A review. (2022). Dharni, Khushdeep ; Kaur, Jasleen. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:29:y:2022:i:4:p:219-241. Full description at Econpapers || Download paper | 2 |
| 23 | 2020 | Journal entry anomaly detection model. (2020). Budimir, Verica ; Letinic, Svjetlana ; Zupan, Mario. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:27:y:2020:i:4:p:197-209. Full description at Econpapers || Download paper | 2 |
| 24 | 2021 | Machine learning for financial transaction classification across companies using characterâlevel word embeddings of text fields. (2021). Jorgensen, Rasmus Kar ; Igel, Christian. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:28:y:2021:i:3:p:159-172. Full description at Econpapers || Download paper | 2 |
| 25 | 2007 | Index tracking with constrained portfolios. (2007). Oyewumi, Olufemi ; Maringer, Dietmar. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:15:y:2007:i:1-2:p:57-71. Full description at Econpapers || Download paper | 2 |
| 26 | 2011 | CREDIT SCORING, STATISTICAL TECHNIQUES AND EVALUATION CRITERIA: A REVIEW OF THE LITERATURE. (2011). Pointon, John ; Abdou, Hussein A. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:18:y:2011:i:2-3:p:59-88. Full description at Econpapers || Download paper | 2 |
| 27 | 2014 | ANALYSIS OF AN OPTION MARKET DYNAMICS BASED ON A HETEROGENEOUS AGENT MODEL. (2014). Yoshimura, Shinobu ; Kawakubo, Saki ; Izumi, Kiyoshi. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:21:y:2014:i:2:p:105-128. Full description at Econpapers || Download paper | 2 |
| 28 | 2019 | Using Artificial Neural Networks to forecast Exchange Rate, including VARâVECM residual analysis and prediction linear combination. (2019). Kristjanpoller, Werner D ; Michell, Kevin ; Parot, Alejandro. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:26:y:2019:i:1:p:3-15. Full description at Econpapers || Download paper | 2 |
| 29 | 2010 | The impact of website design on the perceived credibility of internet financial reporting. (2010). Pendley, John A ; Allport, Christopher D. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:17:y:2010:i:3-4:p:127-141. Full description at Econpapers || Download paper | 2 |
| 30 | 2020 | A neuralânetworkâbased decisionâmaking model in the peerâtoâpeer lending market. (2020). Bamdad, Shahrooz ; Babaei, Golnoosh. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:27:y:2020:i:3:p:142-150. Full description at Econpapers || Download paper | 2 |
| 31 | 1999 | Consideration of the social context of auditorsâ reliance on expert system output during evaluation of loan loss reserves. (1999). Swinney, Laurie. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:8:y:1999:i:3:p:199-213. Full description at Econpapers || Download paper | 2 |
| 32 | 2001 | Offâsite monitoring systems for predicting bank underperformance: a comparison of neural networks, discriminant analysis, and professional human judgment. (2001). Swicegood, Philip ; Clark, Jeffrey A. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:10:y:2001:i:3:p:169-186. Full description at Econpapers || Download paper | 2 |
| 33 | 2001 | Linear models for minimizing misclassification costs in bankruptcy prediction. (2001). Nanda, Sudhir ; Pendharkar, Parag. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:10:y:2001:i:3:p:155-168. Full description at Econpapers || Download paper | 2 |
| 34 | 2004 | Explanation provision and use in an intelligent decision aid. (2004). Arnold, Vicky ; Leech, Stewart A ; Sutton, Steve G ; Collier, Philip A ; Clark, Nicole. In: Intelligent Systems in Accounting, Finance and Management. RePEc:wly:isacfm:v:12:y:2004:i:1:p:5-27. Full description at Econpapers || Download paper | 2 |
Citing documents used to
compute impact factor: 8
| Year | Title | |
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| 2024 | Legal background executives, corporate governance and corporate ESG performance. (2024). Huang, Xinyue ; Ren, Yuning. In: Finance Research Letters. RePEc:eee:finlet:v:69:y:2024:i:pb:s1544612324011498. Full description at Econpapers || Download paper | |
| 2024 | Modeling the link between environmental, social, and governance disclosures and scores: the case of publicly traded companies in the Borsa Istanbul Sustainability Index. (2024). PATA, UÄur ; Avli, Tuba ; Takin, Dilvin ; Depren, Serpil Kili ; Kartal, Mustafa Tevfik. In: Financial Innovation. RePEc:spr:fininn:v:10:y:2024:i:1:d:10.1186_s40854-024-00619-1. Full description at Econpapers || Download paper | |
| 2024 | Exploiting the potential of a directional changes-based trading algorithm in the stock market. (2024). Li, Munan ; Ao, Han. In: Finance Research Letters. RePEc:eee:finlet:v:60:y:2024:i:c:s1544612323013089. Full description at Econpapers || Download paper | |
| 2024 | International oil shocks and the volatility forecasting of Chinese stock market based on machine learning combination models. (2024). Wang, XU. In: The North American Journal of Economics and Finance. RePEc:eee:ecofin:v:70:y:2024:i:c:s1062940823001882. Full description at Econpapers || Download paper | |
| 2024 | A spectral approach to evaluating VaR forecasts: stock market evidence from the subprime mortgage crisis, through COVID-19, to the RussoâUkrainian war. (2024). Pietrzyk, Radosaw ; Maecka, Marta. In: Quality & Quantity: International Journal of Methodology. RePEc:spr:qualqt:v:58:y:2024:i:5:d:10.1007_s11135-024-01866-1. Full description at Econpapers || Download paper | |
| 2024 | Teaching accounting in the era of ChatGPT â The student perspective. (2024). Kulset, Ellen M ; Sundkvist, Charlotte Haugland. In: Journal of Accounting Education. RePEc:eee:joaced:v:69:y:2024:i:c:s0748575124000484. Full description at Econpapers || Download paper | |
| 2024 | Analyzing the interplay between eco-friendly and Islamic digital currencies and green investments. (2024). ben Zaied, Younes ; ben Jabeur, Sami ; Asl, Mahdi Ghaemi. In: Technological Forecasting and Social Change. RePEc:eee:tefoso:v:208:y:2024:i:c:s0040162524005134. Full description at Econpapers || Download paper | |
| 2024 | A Comparative Study of Time Series, Machine Learning, and Deep Learning Models for Forecasting Global Price of Wheat. (2024). Yadav, Abhishek. In: SN Operations Research Forum. RePEc:spr:snopef:v:5:y:2024:i:4:d:10.1007_s43069-024-00395-9. Full description at Econpapers || Download paper |
Recent citations
Recent citations received in 2023
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Recent citations received in 2022
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| 2022 | Value-at-Risk forecasting: A hybrid ensemble learning GARCH-LSTM based approach. (2022). Kakade, Kshitij ; Jain, Ishan ; Mishra, Aswini Kumar. In: Resources Policy. RePEc:eee:jrpoli:v:78:y:2022:i:c:s0301420722003476. Full description at Econpapers || Download paper | |
| 2022 | A Hybrid Model for Chinaâs Soybean Spot Price Prediction by Integrating CEEMDAN with Fuzzy Entropy Clustering and CNN-GRU-Attention. (2022). Tang, Zhenpeng ; Cai, YI ; Liu, Dinggao. In: Sustainability. RePEc:gam:jsusta:v:14:y:2022:i:23:p:15522-:d:980424. Full description at Econpapers || Download paper |
Recent citations received in 2021
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| 2021 | Multi-Transformer: A New Neural Network-Based Architecture for Forecasting S&P Volatility. (2021). Alonso-Gonzalez, Pablo J ; Nuez-Velazquez, Jose Javier ; Ramos-Perez, Eduardo. In: Mathematics. RePEc:gam:jmathe:v:9:y:2021:i:15:p:1794-:d:603655. Full description at Econpapers || Download paper |
10 most frequent citing series