Leaderboards/Financial Distress and Bankruptcy Prediction

Financial Distress and Bankruptcy Prediction

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Elena Dumitrescu
Institutul Oncologic Bucuresti
2
Tarid Wongvorachan
University of Saskatchewan
3
Alex Gramegna
University of Pavia
4
Emmanuel Ileberi
University of Johannesburg
5
David Mhlanga
Institute on Governance
6
Di-ni Wang
Hainan University
7
Björn Rafn Gunnarsson
KU Leuven
8
Rejwan Bin Sulaiman
Northumbria University
9
Ibomoiye Domor Mienye
University of South Africa
10
Noor Saleh Alfaiz
Prince Sultan University

Rising Stars Papers

1
A Survey of Decision Trees: Concepts, Algorithms, and Applications
IEEE Access|2024
290 cit.
2
A survey of explainable artificial intelligence in healthcare: Concepts, applications, and challenges
Informatics in Medicine Unlocked|2024
118 cit.
3
Optimized Ensemble Learning Approach with Explainable AI for Improved Heart Disease Prediction
Information|2024
89 cit.
4
Digital transformation of education, the limitations and prospects of introducing the fourth industrial revolution asynchronous online learning in emerging markets
Discover Education|2024
72 cit.
5
Ensemble Large Language Models: A Survey
Information|2025
52 cit.
6
A Hybrid Deep Learning Approach with Generative Adversarial Network for Credit Card Fraud Detection
Technologies|2024
39 cit.
7
A deep learning approach for Maize Lethal Necrosis and Maize Streak Virus disease detection
Machine Learning with Applications|2024
33 cit.
8
A Hybrid Deep Learning Ensemble Model for Credit Card Fraud Detection
IEEE Access|2024
33 cit.
9
The role of big data in financial technology toward financial inclusion
Frontiers in Big Data|2024
29 cit.
10
Large language models: an overview of foundational architectures, recent trends, and a new taxonomy
Discover Applied Sciences|2025
21 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Rosie Yuyan Zou
University of Waterloo
2
Ana de las Heras
Empresarios Agrupados
3
Richard A. Bauder
Florida Atlantic University
4
Amanda H. Gonsalves
Manukau Institute of Technology
5
Chieh-Jen Wang
Mackay Memorial Hospital
6
Wenguo Ai
Harbin Institute of Technology
7
Olivier Caelen
Sirris
8
Ling Ma
Stevens Institute of Technology
9
Sharaf J. Malebary
King Abdulaziz University
10
Sullivan Hué
Centre National de la Recherche Scientifique

Emerging Leaders Papers

1
Classifying Cardiac Arrhythmia from ECG Signal Using 1D CNN Deep Learning Model
Mathematics|2023
169 cit.
2
Energy efficient offloading mechanism using particle swarm optimization in 5G enabled edge nodes
Cluster Computing|2022
69 cit.
3
Chained-Drones: Blockchain-based privacy-preserving framework for secure and intelligent service provisioning in Internet of Drone Things
Computers & Electrical Engineering|2023
35 cit.
4
TiCNet: Transformer in Convolutional Neural Network for Pulmonary Nodule Detection on CT Images
Journal of Imaging Informatics in Medicine|2024
24 cit.
5
Clinical characteristics of patients with CRSwNP with intensely high eosinophil level
Laryngoscope Investigative Otolaryngology|2022
21 cit.
6
A novel fusion algorithm for benign-malignant lung nodule classification on CT images
BMC Pulmonary Medicine|2023
14 cit.
7
A Hybrid Meta-Classifier of Fuzzy Clustering and Logistic Regression for Diabetes Prediction
Computers, materials & continua/Computers, materials & continua (Print)|2022
12 cit.
8
Early Fire Detection Using Long Short-Term Memory-Based Instance Segmentation and Internet of Things for Disaster Management
Sensors|2023
10 cit.
9
Fuzzy Controller-empowered Autoencoder Framework for anomaly detection in Cyber Physical Systems
Computers & Electrical Engineering|2023
8 cit.
10
m5c-iDeep: 5-Methylcytosine sites identification through deep learning
Methods|2024
8 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Richard G. Sloan
University of Southern California
2
Marc Rehmsmeier
Humboldt-Universität zu Berlin
3
Jan Vanthienen
KU Leuven
4
Jennifer Shang
University of Pittsburgh
5
Yijing Li
Peking University
6
J. Spencer Martin
Research Network (United States)
7
Constantin Zopounidis
Technical University of Crete
8
Yang Wang
University of Illinois Urbana-Champaign
9
K. Raghunandan
Florida International University
10
Kin Keung Lai
Shaanxi Normal University

Current Senior Leaders Papers

1
Detecting Earnings Management.
The Accounting Review|1995
5.9k cit.
2
The Precision-Recall Plot Is More Informative than the ROC Plot When Evaluating Binary Classifiers on Imbalanced Datasets
PLoS ONE|2015
4.7k cit.
3
Fast and effective prediction of microRNA/target duplexes
RNA|2004
2.7k cit.
4
The Determinants of Credit Spread Changes
The Journal of Finance|2001
2.2k cit.
5
RNAhybrid: microRNA target prediction easy, fast and flexible
Nucleic Acids Research|2006
2k cit.
6
Do Stock Prices Fully Reflect Information in Accruals and Cash Flows About Future Earnings?
The Accounting Review|1996
2k cit.
7
Predicting Material Accounting Misstatements*
Contemporary Accounting Research|2011
1.9k cit.
8
Executive incentives and the horizon problem
Journal of Accounting and Economics|1991
1.6k cit.
9
Earnings Surprises, Growth Expectations, and Stock Returns or Don't Let an Earnings Torpedo Sink Your Portfolio
Review of Accounting Studies|2002
1.5k cit.
10
Cost-sensitive boosting for classification of imbalanced data
Pattern Recognition|2007
1.4k cit.

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