Leaderboards/Statistical and Computational Modeling

Statistical and Computational Modeling

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Gesina Schwalbe
Continental (Germany)
2
Zavareh Bozorgasl
Boise State University
3
Sajad Moosavi
University of Windsor
4
Chika Ogami
Chugai Pharma (United States)
5
Thossaporn Onsree
University of South Carolina
6
Kuan Huang
Case Western Reserve University
7
Mengdie Xu
Nanjing Medical University
8
Andrea Campagner
University of Milano-Bicocca
9
Amina Hadadi
University of Bouira
10
Keerthana Jaganathan
Jeonbuk National University

Rising Stars Papers

1
Wav-KAN: Wavelet Kolmogorov-Arnold Networks
SSRN Electronic Journal|2024
164 cit.
2
Explainable AI in Manufacturing and Industrial Cyber–Physical Systems: A Survey
Electronics|2024
83 cit.
3
Ensemble Predictors: Possibilistic Combination of Conformal Predictors for Multivariate Time Series Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence|2024
11 cit.
4
Complete Blood Count and Monocyte Distribution Width–Based Machine Learning Algorithms for Sepsis Detection: Multicentric Development and External Validation Study
Journal of Medical Internet Research|2024
9 cit.
5
Explainable Artificial Intelligence Approach for Diagnosing Faults in an Induction Furnace
Electronics|2024
8 cit.
6
Second opinion machine learning for fast-track pathway assignment in hip and knee replacement surgery: the use of patient-reported outcome measures
BMC Medical Informatics and Decision Making|2024
4 cit.
7
Explainable AI and tree-based ensemble models: a comparative study in predicting chemical pulmonary toxicity
The European Physical Journal Special Topics|2024
3 cit.
8
The Role of CNN in Soil Detection
Applied and Computational Engineering|2024
2 cit.
9
Uncovering hidden subtypes in dementia: An unsupervised machine learning approach to dementia diagnosis and personalization of care
Journal of Biomedical Informatics|2025
2 cit.
10
Under what influence: Measuring AI influence to fit user profiles in decision-making
International Journal of Human-Computer Studies|2026
2 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Abbas Parsaie
Shahid Chamran University of Ahvaz
2
Hebiao Yang
Jiangsu University
3
Bettina Finzel
University of Bamberg
4
Hao Chen
Boise State University
5
Dávid Bajusz
HUN-REN Research Centre for Natural Sciences
6
Gangqiang Zhang
Minzu University of China
7
Qilai Zhang
Inspur (China)
8
Mykola Shynkaryk
West Ukrainian National University
9
Oleksandr Papa
West Ukrainian National University
10
Sami Ghordoyee Milan
University of Tehran

Emerging Leaders Papers

1
A comprehensive taxonomy for explainable artificial intelligence: a systematic survey of surveys on methods and concepts
Data Mining and Knowledge Discovery|2023
285 cit.
2
Wav-KAN: Wavelet Kolmogorov-Arnold Networks
SSRN Electronic Journal|2024
164 cit.
3
Novel hybrid intelligence predictive model based on successive variational mode decomposition algorithm for monthly runoff series
Journal of Hydrology|2024
48 cit.
4
A comparison of artificial intelligence approaches in predicting discharge coefficient of streamlined weirs
Journal of Hydroinformatics|2023
41 cit.
5
Reliable prediction of the discharge coefficient of triangular labyrinth weir based on soft computing techniques
Flow Measurement and Instrumentation|2023
28 cit.
6
Using machine learning to determine acceptable levels of groundwater consumption in Iran
Sustainable Production and Consumption|2022
26 cit.
7
Prediction of evaporation from dam reservoirs under climate change using soft computing techniques
Environmental Science and Pollution Research|2022
18 cit.
8
Numerical simulation of flow on circular crested stepped spillway
Applied Water Science|2022
14 cit.
9
Estimating the energy dissipation of flow passing over triangular and trapezoidal plan weirs using the GMDH model
Water Practice & Technology|2023
14 cit.
10
Generating Explanations for Conceptual Validation of Graph Neural Networks: An Investigation of Symbolic Predicates Learned on Relevance-Ranked Sub-Graphs
KI - Künstliche Intelligenz|2022
13 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Geon Kang
Pukyong National University
2
Udi Makov
University of Haifa
3
Roman Słowiński
Poznań University of Technology
4
Joe Whittaker
Swansea University
5
Francisco Herrera
Universidad de Granada
6
Mats O. Karlsson
Uppsala University
7
Steven N. Durlauf
University of Wisconsin–Madison
8
Robert C. Santore
SRC
9
František Charvát
Military University Hospital Prague
10
Steffen L. Lauritzen
Aalborg University

Current Senior Leaders Papers

1
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
Information Fusion|2019
9k cit.
2
A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms
Swarm and Evolutionary Computation|2011
5.4k cit.
3
Local Computations with Probabilities on Graphical Structures and Their Application to Expert Systems
Journal of the Royal Statistical Society Series B (Statistical Methodology)|1988
4k cit.
4
Science mapping software tools: Review, analysis, and cooperative study among tools
Journal of the American Society for Information Science and Technology|2011
3k cit.
5
Statistical Analysis of Finite Mixture Distributions.
Journal of the American Statistical Association|1987
3k cit.
6
Structure identification of fuzzy model
Fuzzy Sets and Systems|1988
2.7k cit.
7
A 2-tuple fuzzy linguistic representation model for computing with words
IEEE Transactions on Fuzzy Systems|2000
2.7k cit.
8
An approach for detecting, quantifying, and visualizing the evolution of a research field: A practical application to the Fuzzy Sets Theory field
Journal of Informetrics|2010
2.6k cit.
9
KEEL Data-Mining Software Tool: Data Set Repository, Integration of Algorithms and Experimental Analysis Framework
Unknown Journal|2011
2.4k cit.
10
Hesitant Fuzzy Linguistic Term Sets for Decision Making
IEEE Transactions on Fuzzy Systems|2011
2.3k cit.

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