Leaderboards/Advanced Algorithms and Applications

Advanced Algorithms and Applications

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Zichen Zhang
Tianjin University
2
Xiaojian Ding
Nanjing University of Finance and Economics
3
Pratyush Patel
Microsoft (United States)
4
Guangdong Xue
Donghua University
5
Bingzi Jin
Advanced Micro Devices (Canada)
6
Xinjian Mao
Shanghai Polytechnic University
7
Chengyang Han
Dalian Polytechnic University
8
Zhengxin Jiang
Hefei University
9
Jingzhong Fang
Brunel University of London
10
Yuhan Wu
Nanjing University of Aeronautics and Astronautics

Rising Stars Papers

1
Forecasting wholesale prices of yellow corn through the Gaussian process regression
Neural Computing and Applications|2024
268 cit.
2
Price forecasting through neural networks for crude oil, heating oil, and natural gas
Measurement Energy|2024
237 cit.
3
Wholesale price forecasts of green grams using the neural network
Asian Journal of Economics and Banking|2024
236 cit.
4
Carbon emission allowance price forecasting for China Guangdong carbon emission exchange via the neural network
Global Finance Review|2024
204 cit.
5
Thermal coal futures trading volume predictions through the neural network
Journal of Modelling in Management|2024
204 cit.
6
Forecasts of coking coal futures price indices through Gaussian process regressions
Mineral Economics|2024
201 cit.
7
Peanut oil price change forecasts through the neural network
foresight|2025
195 cit.
8
Pre-owned housing price index forecasts using Gaussian process regressions
Journal of Modelling in Management|2024
171 cit.
9
Forecasts of China Mainland New Energy Index Prices through Gaussian Process Regressions
Journal of Clean Energy and Energy Storage|2024
168 cit.
10
Regional steel price index predictions for North China through machine learning
International Journal of Mining and Mineral Engineering|2024
167 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Hitham Alhussian
Universiti Teknologi Petronas
2
Zhijun Fu
Zhengzhou University of Light Industry
3
Lixiang Li
Southeast University
4
Qiqi Fu
Fudan University
5
Keke Huang
Central South University
6
Liwen Guo
China University of Geosciences (Beijing)
7
Jin-ling Lv
Northeast Electric Power University
8
Sha Lou
Harbin University of Commerce
9
Haihua Ding
Wenzhou University
10
Fengyu Zhou
Shandong University

Emerging Leaders Papers

1
A Comprehensive Systematic Review of YOLO for Medical Object Detection (2018 to 2023)
IEEE Access|2024
254 cit.
2
Review and empirical analysis of sparrow search algorithm
Artificial Intelligence Review|2023
212 cit.
3
LSTM-MPC: A Deep Learning Based Predictive Control Method for Multimode Process Control
IEEE Transactions on Industrial Electronics|2022
109 cit.
4
Adaptive Multimode Process Monitoring Based on Mode-Matching and Similarity-Preserving Dictionary Learning
IEEE Transactions on Cybernetics|2022
75 cit.
5
Cloud-Edge Collaborative Method for Industrial Process Monitoring Based on Error-Triggered Dictionary Learning
IEEE Transactions on Industrial Informatics|2022
66 cit.
6
What influences urban residents’ intention to sort waste?: Introducing Taoist cultural values into TPB
Journal of Cleaner Production|2022
65 cit.
7
Metric Learning-Based Fault Diagnosis and Anomaly Detection for Industrial Data With Intraclass Variance
IEEE Transactions on Neural Networks and Learning Systems|2022
61 cit.
8
What determines the battery recycling behavior of electric bike users?: Introducing recycling convenience into the theory of planned behavior
Journal of Cleaner Production|2022
44 cit.
9
Error-Triggered Adaptive Sparse Identification for Predictive Control and Its Application to Multiple Operating Conditions Processes
IEEE Transactions on Neural Networks and Learning Systems|2023
40 cit.
10
EaLDL: Element-Aware Lifelong Dictionary Learning for Multimode Process Monitoring
IEEE Transactions on Neural Networks and Learning Systems|2023
40 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Tim Blackwell
Goldsmiths University of London
2
Yuhui Shi
Southeast University
3
Lei Liu
Nanjing University of Finance and Economics
4
Jerry M. Mendel
University of Southern California
5
Chih‐Jen Lin
National United University
6
Ponnuthurai Nagaratnam Suganthan
Qatar University
7
Seyedali Mirjalili
Torrens University Australia
8
Shouyang Wang
Chinese Academy of Sciences
9
Lijuan Cao
Xuzhou Medical College
10
Nai-Yang Deng
China Agricultural University

Current Senior Leaders Papers

1
LIBSVM
ACM Transactions on Intelligent Systems and Technology|2011
41.3k cit.
2
Particle swarm optimization
Swarm Intelligence|2007
21.4k cit.
3
Grey Wolf Optimizer
Advances in Engineering Software|2014
18.4k cit.
4
The Whale Optimization Algorithm
Advances in Engineering Software|2016
14k cit.
5
LIBLINEAR: A Library for Large Linear Classification
Unknown Journal|2008
6.6k cit.
6
SCA: A Sine Cosine Algorithm for solving optimization problems
Knowledge-Based Systems|2016
5.6k cit.
7
Differential Evolution: A Survey of the State-of-the-Art
IEEE Transactions on Evolutionary Computation|2010
5.2k cit.
8
A Practical Guide to Support Vector Classication
Unknown Journal|2008
5.1k cit.
9
Moth-flame optimization algorithm: A novel nature-inspired heuristic paradigm
Knowledge-Based Systems|2015
4.6k cit.
10
Particle swarm optimization: developments, applications and resources
Unknown Journal|2001
4.3k cit.

Indexing Advanced Algorithms and Applications Reagents

Citation data for reagents in this field is currently compiling.