Efstathios Kirkos

1.0k total citations · 1 hit paper
13 papers, 685 citations indexed

About

Efstathios Kirkos is a scholar working on Accounting, Artificial Intelligence and Management Science and Operations Research. According to data from OpenAlex, Efstathios Kirkos has authored 13 papers receiving a total of 685 indexed citations (citations by other indexed papers that have themselves been cited), including 11 papers in Accounting, 8 papers in Artificial Intelligence and 5 papers in Management Science and Operations Research. Recurrent topics in Efstathios Kirkos's work include Financial Distress and Bankruptcy Prediction (9 papers), Imbalanced Data Classification Techniques (8 papers) and Auditing, Earnings Management, Governance (6 papers). Efstathios Kirkos is often cited by papers focused on Financial Distress and Bankruptcy Prediction (9 papers), Imbalanced Data Classification Techniques (8 papers) and Auditing, Earnings Management, Governance (6 papers). Efstathios Kirkos collaborates with scholars based in Greece. Efstathios Kirkos's co-authors include Charalambos Spathis, Yannis Manolopoulos and Αλέξανδρος Νανόπουλος and has published in prestigious journals such as Expert Systems with Applications, Artificial Intelligence Review and Managerial Auditing Journal.

In The Last Decade

Efstathios Kirkos

13 papers receiving 597 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Data Mining techniques for the detection of fraudulent financial statements

2006 479 citations Efstathios Kirkos, Charalambos Spathis et al. Expert Systems with Applications profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Efstathios Kirkos Greece	10	371	367	142	133	68	13	685
P. Ravisankar India	4	347 0.9×	298 0.8×	129 0.9×	79 0.6×	26 0.4×	5	524
Mark Cecchini United States	8	234 0.6×	362 1.0×	120 0.8×	54 0.4×	59 0.9×	12	556
Kurt Fanning United States	8	397 1.1×	389 1.1×	168 1.2×	405 3.0×	203 3.0×	19	931
Barbro Back Finland	13	327 0.9×	327 0.9×	209 1.5×	95 0.7×	93 1.4×	39	761
Kenneth O. Cogger United States	11	387 1.0×	411 1.1×	323 2.3×	104 0.8×	39 0.6×	25	833
Tomas Eklund Finland	11	143 0.4×	126 0.3×	130 0.9×	60 0.5×	77 1.1×	31	438
Chun‐Ling Chuang Taiwan	11	227 0.6×	154 0.4×	123 0.9×	51 0.4×	44 0.6×	21	502
Rua‐Huan Tsaih Taiwan	9	225 0.6×	110 0.3×	188 1.3×	49 0.4×	56 0.8×	45	545
Ram S. Sriram United States	15	150 0.4×	344 0.9×	99 0.7×	45 0.3×	137 2.0×	34	615
Maumita Bhattacharya Australia	9	331 0.9×	121 0.3×	65 0.5×	132 1.0×	38 0.6×	25	498

Countries citing papers authored by Efstathios Kirkos

Since Specialization

Citations

This map shows the geographic impact of Efstathios Kirkos's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Efstathios Kirkos with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Efstathios Kirkos more than expected).

Fields of papers citing papers by Efstathios Kirkos

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Efstathios Kirkos. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Efstathios Kirkos. The network helps show where Efstathios Kirkos may publish in the future.

Co-authorship network of co-authors of Efstathios Kirkos

This figure shows the co-authorship network connecting the top 25 collaborators of Efstathios Kirkos. A scholar is included among the top collaborators of Efstathios Kirkos based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Efstathios Kirkos. Efstathios Kirkos is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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13 of 13 papers shown

1.

Kirkos, Efstathios, et al.. (2024). Exploring the Boundaries of Financial Statement Fraud Detection with Large Language Models. SSRN Electronic Journal. 1 indexed citations

2.

Kirkos, Efstathios. (2021). Airbnb listings’ performance: determinants and predictive models. European Journal of Tourism Research. 30. 3012–3012. 14 indexed citations

3.

Kirkos, Efstathios, et al.. (2019). Classifying internal audit quality using textual analysis: the case of auditor selection. Managerial Auditing Journal. 34(8). 924–950. 36 indexed citations

4.

Kirkos, Efstathios, et al.. (2018). Assessing Internal Audit with Text Mining. Journal of Information & Knowledge Management. 17(2). 1850020–1850020. 13 indexed citations

5.

Kirkos, Efstathios, et al.. (2017). Business intelligence and SMEs: Bridging the gap. Journal of Intelligence Studies in Business. 7(1). 70–78. 19 indexed citations

6.

Kirkos, Efstathios. (2012). PREDICTING AUDITOR SWITCHES BY APPLYING DATA MINING. Journal of Applied Economic Sciences (JAES). 7. 246–261. 1 indexed citations

7.

Kirkos, Efstathios. (2012). Assessing methodologies for intelligent bankruptcy prediction. Artificial Intelligence Review. 43(1). 83–123. 40 indexed citations

8.

Kirkos, Efstathios, Charalambos Spathis, & Yannis Manolopoulos. (2009). Audit‐firm group appointment: an artificial intelligence approach. Intelligent systems in accounting, finance and management. 17(1). 1–17. 9 indexed citations

9.

Kirkos, Efstathios, Charalambos Spathis, & Yannis Manolopoulos. (2008). Support vector machines, Decision Trees and Neural Networks for auditor selection. Journal of Computational Methods in Sciences and Engineering. 8(3). 213–224. 26 indexed citations

10.

Kirkos, Efstathios, Charalambos Spathis, Αλέξανδρος Νανόπουλος, & Yannis Manolopoulos. (2007). Identifying Qualified Auditors' Opinions: A Data Mining Approach. Journal of Emerging Technologies in Accounting. 4(1). 183–197. 29 indexed citations

11.

Kirkos, Efstathios, Charalambos Spathis, & Yannis Manolopoulos. (2006). Data Mining techniques for the detection of fraudulent financial statements. Expert Systems with Applications. 32(4). 995–1003. 479 indexed citations breakdown →

12.

Kirkos, Efstathios, Charalambos Spathis, & Yannis Manolopoulos. (2005). Detection of Fraudulent Financial Statements through the use of Data Mining Techniques. 8 indexed citations

13.

Kirkos, Efstathios & Yannis Manolopoulos. (2004). Data Mining on Finance and Accounting: a Review of Current Research Trends. 10 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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