Emmanuel Ileberi

581 total citations · 1 hit paper
5 papers, 320 citations indexed

About

Emmanuel Ileberi is a scholar working on Artificial Intelligence, Media Technology and Accounting. According to data from OpenAlex, Emmanuel Ileberi has authored 5 papers receiving a total of 320 indexed citations (citations by other indexed papers that have themselves been cited), including 5 papers in Artificial Intelligence, 3 papers in Media Technology and 3 papers in Accounting. Recurrent topics in Emmanuel Ileberi's work include Imbalanced Data Classification Techniques (4 papers), Financial Distress and Bankruptcy Prediction (3 papers) and Vehicle License Plate Recognition (3 papers). Emmanuel Ileberi is often cited by papers focused on Imbalanced Data Classification Techniques (4 papers), Financial Distress and Bankruptcy Prediction (3 papers) and Vehicle License Plate Recognition (3 papers). Emmanuel Ileberi collaborates with scholars based in South Africa. Emmanuel Ileberi's co-authors include Yanxia Sun and Zenghui Wang and has published in prestigious journals such as IEEE Access and Journal Of Big Data.

In The Last Decade

Emmanuel Ileberi

5 papers receiving 294 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.

A machine learning based credit card fraud detection using the GA algorithm for feature selection

2022 185 citations Emmanuel Ileberi, Yanxia Sun et al. Journal Of Big Data profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Emmanuel Ileberi South Africa	4	269	147	71	45	35	5	320
Yacine Kessaci France	2	242 0.9×	90 0.6×	49 0.7×	51 1.1×	31 0.9×	3	271
Johannes Jurgovsky Germany	4	266 1.0×	101 0.7×	45 0.6×	81 1.8×	35 1.0×	4	307
Jon T.S. Quah Singapore	4	205 0.8×	92 0.6×	33 0.5×	95 2.1×	21 0.6×	8	264
Paulius Danėnas Lithuania	9	192 0.7×	119 0.8×	6 0.1×	78 1.7×	6 0.2×	23	301
Mark G. Kelly United Kingdom	5	182 0.7×	23 0.2×	6 0.1×	63 1.4×	9 0.3×	7	251
Yulu Gong United States	10	51 0.2×	11 0.1×	9 0.1×	50 1.1×	12 0.3×	19	179
Zhuang Liu China	6	208 0.8×	12 0.1×	5 0.1×	12 0.3×	16 0.5×	15	291
Danuta Zakrzewska Poland	7	81 0.3×	11 0.1×	2 0.0×	38 0.8×	5 0.1×	16	164
G. Rekha India	7	65 0.2×	6 0.0×	2 0.0×	40 0.9×	31 0.9×	20	172
Tianqi Wang China	10	69 0.3×	12 0.1×	2 0.0×	25 0.6×	46 1.3×	42	249

Countries citing papers authored by Emmanuel Ileberi

Since Specialization

Citations

This map shows the geographic impact of Emmanuel Ileberi'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 Emmanuel Ileberi with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Emmanuel Ileberi more than expected).

Fields of papers citing papers by Emmanuel Ileberi

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Emmanuel Ileberi. 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 Emmanuel Ileberi. The network helps show where Emmanuel Ileberi may publish in the future.

Co-authorship network of co-authors of Emmanuel Ileberi

This figure shows the co-authorship network connecting the top 25 collaborators of Emmanuel Ileberi. A scholar is included among the top collaborators of Emmanuel Ileberi 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 Emmanuel Ileberi. Emmanuel Ileberi is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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5 of 5 papers shown

1.

Ileberi, Emmanuel & Yanxia Sun. (2024). A Hybrid Deep Learning Ensemble Model for Credit Card Fraud Detection. IEEE Access. 12. 175829–175838. 7 indexed citations

2.

Ileberi, Emmanuel & Yanxia Sun. (2024). Advancing Model Performance With ADASYN and Recurrent Feature Elimination and Cross-Validation in Machine Learning-Assisted Credit Card Fraud Detection: A Comparative Analysis. IEEE Access. 12. 133315–133327. 5 indexed citations

3.

Ileberi, Emmanuel & Yanxia Sun. (2024). Machine Learning-Assisted Cervical Cancer Prediction Using Particle Swarm Optimization for Improved Feature Selection and Prediction. IEEE Access. 12. 152684–152695. 2 indexed citations

4.

Ileberi, Emmanuel, Yanxia Sun, & Zenghui Wang. (2022). A machine learning based credit card fraud detection using the GA algorithm for feature selection. Journal Of Big Data. 9(1). 185 indexed citations breakdown →

5.

Ileberi, Emmanuel, Yanxia Sun, & Zenghui Wang. (2021). Performance Evaluation of Machine Learning Methods for Credit Card Fraud Detection Using SMOTE and AdaBoost. IEEE Access. 9. 165286–165294. 121 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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