Leaderboards/Machine Learning and ELM

Machine Learning and ELM

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Weier Wan
University of California San Diego
2
Farzana Anowar
University of Regina
3
Qingqiang Sun
Zhejiang University
4
Jaeyong Kang
Korea National University of Transportation
5
Mohamed R. Torkomany
University of South Carolina
6
Mohammad Omid Khairandish
Chandigarh University
7
Safwan Mahmood Al-Selwi
Universiti Teknologi Petronas
8
Md. Saikat Islam Khan
Mawlana Bhashani Science and Technology University
9
Tala Talaei Khoei
Eastern University
10
Dillip Ranjan Nayak
Government of India

Rising Stars Papers

1
RNN-LSTM: From applications to modeling techniques and beyond—Systematic review
Journal of King Saud University - Computer and Information Sciences|2024
433 cit.
2
Enhancing AI Systems with Agentic Workflows Patterns in Large Language Model
Unknown Journal|2024
54 cit.
3
Video2Music: Suitable music generation from videos using an Affective Multimodal Transformer model
Expert Systems with Applications|2024
48 cit.
4
Data reduction in big data: a survey of methods, challenges and future directions
International Journal of Data Science and Analytics|2024
39 cit.
5
A survey of Emotional Artificial Intelligence and crimes: detection, prediction, challenges and future direction
Journal of Computational Social Science|2024
25 cit.
6
Architecture Optimization for Hybrid Deep Residual Networks in Liver Tumor Segmentation Using a GA
International Journal of Computational Intelligence Systems|2024
17 cit.
7
Smart grid stability prediction using Adaptive Aquila Optimizer and ensemble stacked BiLSTM
Results in Engineering|2024
16 cit.
8
A Survey of Sustainability in Large Language Models: Applications, Economics, and Challenges
Unknown Journal|2025
15 cit.
9
A Survey of Large Language Model-Based Generative AI for Text-to-SQL: Benchmarks, Applications, Use Cases, and Challenges
Unknown Journal|2025
12 cit.
10
A Comparative Assessment of Unsupervised Deep Learning Models for Detecting GPS Spoofing Attacks on Unmanned Aerial Systems
Unknown Journal|2024
6 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Kun Gai
Alibaba Group (China)
2
Xuelong Li
China Telecom (China)
3
Su-Wen Huang
Chaoyang University of Technology
4
Rezzy Eko Caraka
National Research, Development and Innovation Office
5
Bassant Selim
Ericsson (Canada)
6
Marko Barjaktarović
University of Belgrade
7
Zaher Mundher Yaseen‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬
King Fahd University of Petroleum and Minerals
8
Prayag Tiwari
Halmstad University
9
Malika Bendechache
Ollscoil na Gaillimhe – University of Galway
10
Wahab Mohyuddin
National University of Sciences and Technology

Emerging Leaders Papers

1
GS-SLAM: Dense Visual SLAM with 3D Gaussian Splatting
Unknown Journal|2024
284 cit.
2
Image Data Augmentation Approaches: A Comprehensive Survey and Future Directions
IEEE Access|2024
222 cit.
3
A Novel Representation Learning for Dynamic Graphs Based on Graph Convolutional Networks
IEEE Transactions on Cybernetics|2022
179 cit.
4
An Effective and Efficient Algorithm for K-Means Clustering With New Formulation
IEEE Transactions on Knowledge and Data Engineering|2022
142 cit.
5
Hybridized artificial intelligence models with nature-inspired algorithms for river flow modeling: A comprehensive review, assessment, and possible future research directions
Engineering Applications of Artificial Intelligence|2023
135 cit.
6
Towards a blockchain-SDN-based secure architecture for cloud computing in smart industrial IoT
Digital Communications and Networks|2022
133 cit.
7
Positive-Incentive Noise
IEEE Transactions on Neural Networks and Learning Systems|2022
128 cit.
8
Occluded person re-identification with deep learning: A survey and perspectives
Expert Systems with Applications|2023
124 cit.
9
QMFND: A quantum multimodal fusion-based fake news detection model for social media
Information Fusion|2023
122 cit.
10
A pH-Sensitive Surface of Chitosan/Sepiolite Clay/Algae Biocomposite for the Removal of Malachite Green and Remazol Brilliant Blue R Dyes: Optimization and Adsorption Mechanism Study
Journal of Polymers and the Environment|2022
108 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Qing He
Zhengzhou University
2
Mohammad Bagher Menhaj
Amirkabir University of Technology
3
Guang-Bin Huang
Ministry of Education of the People's Republic of China
4
Rui Zhang
Taiyuan University of Science and Technology
5
C. L. Philip Chen
South China University of Technology
6
Alois Knoll
Technical University of Munich
7
Huiling Chen
North Sichuan Medical University
8
Ponnuthurai Nagaratnam Suganthan
Qatar University
9
Amaury Lendasse
Helsinki Institute for Information Technology
10
Philip S. Yu
University of Illinois Chicago

Current Senior Leaders Papers

1
Extreme learning machine: Theory and applications
Neurocomputing|2006
13.2k cit.
2
Training feedforward networks with the Marquardt algorithm
IEEE Transactions on Neural Networks|1994
7.7k cit.
3
A Comprehensive Survey on Transfer Learning
Proceedings of the IEEE|2020
6.2k cit.
4
Harris hawks optimization: Algorithm and applications
Future Generation Computer Systems|2019
6.1k cit.
5
Extreme Learning Machine for Regression and Multiclass Classification
IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)|2011
5.5k cit.
6
Differential Evolution: A Survey of the State-of-the-Art
IEEE Transactions on Evolutionary Computation|2010
5.2k cit.
7
Extreme learning machine: a new learning scheme of feedforward neural networks
Unknown Journal|2005
4.1k cit.
8
Gradient boosting machines, a tutorial
Frontiers in Neurorobotics|2013
3.8k cit.
9
Differential Evolution Algorithm With Strategy Adaptation for Global Numerical Optimization
IEEE Transactions on Evolutionary Computation|2008
3.6k cit.
10
Data-intensive applications, challenges, techniques and technologies: A survey on Big Data
Information Sciences|2014
3k cit.

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