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2020 – today
- 2023
[i3]Rui Nian, Guoyao Zhang, Yao Sui, Yuqi Qian, Qiuying Li, Mingzhang Zhao, Jianhui Li, Ali Gholipour, Simon K. Warfield:
3D Brainformer: 3D Fusion Transformer for Brain Tumor Segmentation. CoRR abs/2304.14508 (2023)- 2021
- [j22]Rui Nian, Lina Zang, Xue Geng, Fei Yu, Shidong Ren, Bo He, Xishuang Li:
Towards Characterizing and Developing Formation and Migration Cues in Seafloor Sand Waves on Topology, Morphology, Evolution from High-Resolution Mapping via Side-Scan Sonar in Autonomous Underwater Vehicles. Sensors 21(9): 3283 (2021) - 2020
- [j21]Rui Nian, Jinfeng Liu, Biao Huang:
A review On reinforcement learning: Introduction and applications in industrial process control. Comput. Chem. Eng. 139: 106886 (2020)
2010 – 2019
- 2019
- [j20]Bo He, Yan Song, Yuemei Zhu, Qixin Sha, Yue Shen, Tianhong Yan, Rui Nian, Amaury Lendasse:
Local receptive fields based extreme learning machine with hybrid filter kernels for image classification. Multidimens. Syst. Signal Process. 30(3): 1149-1169 (2019) - 2018
- [j19]Yan Song, Shujing Zhang, Bo He, Qixin Sha, Yue Shen, Tianhong Yan, Rui Nian, Amaury Lendasse:
Gaussian derivative models and ensemble extreme learning machine for texture image classification. Neurocomputing 277: 53-64 (2018) - 2017
- [j18]Anton Akusok, Andrey Gritsenko
, Yoan Miche, Kaj-Mikael Björk, Rui Nian, Paula Lauren, Amaury Lendasse:
Adding reliability to ELM forecasts by confidence intervals. Neurocomputing 219: 232-241 (2017) - [j17]Bo He, Tingting Sun, Tianhong Yan, Yue Shen, Rui Nian:
A pruning ensemble model of extreme learning machine with L1/2 regularizer. Multidimens. Syst. Signal Process. 28(3): 1051-1069 (2017) - 2016
- [j16]Qian Wang, Weiguo Wang, Rui Nian, Bo He, Yue Shen, Kaj-Mikael Björk, Amaury Lendasse:
Manifold learning in local tangent space via extreme learning machine. Neurocomputing 174: 18-30 (2016) - [j15]Dusan Sovilj, Emil Eirola, Yoan Miche, Kaj-Mikael Björk, Rui Nian, Anton Akusok, Amaury Lendasse:
Extreme learning machine for missing data using multiple imputations. Neurocomputing 174: 220-231 (2016) - [j14]Anton Akusok, Stephen Baek, Yoan Miché, Kaj-Mikael Björk, Rui Nian, Paula Lauren, Amaury Lendasse:
ELMVIS+: Fast nonlinear visualization technique based on cosine distance and extreme learning machines. Neurocomputing 205: 247-263 (2016) - 2015
- [j13]Anton Akusok, Yoan Miche, Juha Karhunen, Kaj-Mikael Björk, Rui Nian, Amaury Lendasse:
Arbitrary Category Classification of Websites Based on Image Content. IEEE Comput. Intell. Mag. 10(2): 30-41 (2015) - [j12]Bo Han, Bo He, Rui Nian, Mengmeng Ma, Shujing Zhang, Minghui Li, Amaury Lendasse:
LARSEN-ELM: Selective ensemble of extreme learning machines using LARS for blended data. Neurocomputing 149: 285-294 (2015) - [j11]Bo He, Yang Liu, Diya Dong, Yue Shen, Tianhong Yan, Rui Nian:
Simultaneous Localization and Mapping with Iterative Sparse Extended Information Filter for Autonomous Vehicles. Sensors 15(8): 19852-19879 (2015) - [c7]Emil Eirola, Andrey Gritsenko, Anton Akusok, Kaj-Mikael Björk, Yoan Miche, Dusan Sovilj, Rui Nian, Bo He, Amaury Lendasse:
Extreme Learning Machines for Multiclass Classification: Refining Predictions with Gaussian Mixture Models. IWANN (2) 2015: 153-164 - 2014
- [j10]Bo He, Dongxun Xu, Rui Nian, Mark van Heeswijk, Qi Yu, Yoan Miche, Amaury Lendasse:
Fast Face Recognition Via Sparse Coding and Extreme Learning Machine. Cogn. Comput. 6(2): 264-277 (2014) - [j9]Shujing Zhang, Bo He, Rui Nian, Jing Wang, Bo Han, Amaury Lendasse, Guang Yuan:
Fast Image Recognition Based on Independent Component Analysis and Extreme Learning Machine. Cogn. Comput. 6(3): 405-422 (2014) - [j8]Anton Akusok, Yoan Miche, Jozsef Hegedus, Rui Nian, Amaury Lendasse:
A Two-Stage Methodology Using K-NN and False-Positive Minimizing ELM for Nominal Data Classification. Cogn. Comput. 6(3): 432-445 (2014) - [j7]Rui Nian, Bo He, Bing Zheng, Mark van Heeswijk, Qi Yu, Yoan Miche, Amaury Lendasse:
Extreme learning machine towards dynamic model hypothesis in fish ethology research. Neurocomputing 128: 273-284 (2014) - [j6]Qi Yu, Mark van Heeswijk, Yoan Miche, Rui Nian, Bo He, Eric Séverin, Amaury Lendasse:
Ensemble delta test-extreme learning machine (DT-ELM) for regression. Neurocomputing 129: 153-158 (2014) - [i2]Bo Han, Bo He, Rui Nian, Mengmeng Ma, Shujing Zhang, Minghui Li, Amaury Lendasse:
LARSEN-ELM: Selective Ensemble of Extreme Learning Machines using LARS for Blended Data. CoRR abs/1408.2003 (2014) - [i1]Yang Liu, Bo He, Diya Dong, Yue Shen, Tianhong Yan, Rui Nian, Amaury Lendasse:
Robust OS-ELM with a novel selective ensemble based on particle swarm optimization. CoRR abs/1408.2890 (2014) - 2013
- [j5]Erik Cambria, Guang-Bin Huang, Liyanaarachchi Lekamalage Chamara Kasun, Hongming Zhou, Chi-Man Vong, Jiarun Lin, Jianping Yin, Zhiping Cai, Qiang Liu, Kuan Li, Victor C. M. Leung, Liang Feng, Yew-Soon Ong, Meng-Hiot Lim, Anton Akusok, Amaury Lendasse, Francesco Corona, Rui Nian, Yoan Miche, Paolo Gastaldo, Rodolfo Zunino, Sergio Decherchi, Xuefeng Yang, Kezhi Mao, Beom-Seok Oh, Je-Hyoung Jeon, Kar-Ann Toh, Andrew Beng Jin Teoh, Jaihie Kim, Hanchao Yu, Yiqiang Chen, Junfa Liu:
Extreme Learning Machines. IEEE Intell. Syst. 28(6): 30-59 (2013) - [j4]Rui Nian, Bo He, Amaury Lendasse:
3D object recognition based on a geometrical topology model and extreme learning machine. Neural Comput. Appl. 22(3-4): 427-433 (2013) - [j3]Rui Nian, Fang Liu, Bo He:
An Early Underwater Artificial Vision Model in Ocean Investigations via Independent Component Analysis. Sensors 13(7): 9104-9131 (2013) - 2012
- [j2]Bo He, Yan Liang, Xiao Feng, Rui Nian, Tianhong Yan, Minghui Li, Shujing Zhang:
AUV SLAM and Experiments Using a Mechanical Scanning Forward-Looking Sonar. Sensors 12(7): 9386-9410 (2012) - [c6]Yoan Miche, Tatiana Chistiakova, Anton Akusok, Amaury Lendasse, Rui Nian, Alberto Guillén:
Fast variable selection for memetracker phrases time series prediction. PETRA 2012: 47
2000 – 2009
- 2008
- [c5]Rui Nian, Guangrong Ji, Michel Verleysen:
An Unsupervised Gaussian Mixture Classification Mechanism Based on Statistical Learning Analysis. FSKD (2) 2008: 14-18 - [c4]Rui Nian, Guangrong Ji, Michel Verleysen:
An Alternative to Center-Based Clustering Algorithm Via Statistical Learning Analysis. ICIC (2) 2008: 693-700 - 2007
- [j1]Rui Nian, Guangrong Ji, Wencang Zhao, Chen Feng:
Probabilistic 3D object recognition from 2D invariant view sequence based on similarity. Neurocomputing 70(4-6): 785-793 (2007) - 2005
- [c3]Rui Nian, Guangrong Ji, Wencang Zhao, Chen Feng:
ANN Hybrid Ensemble Learning Strategy in 3D Object Recognition and Pose Estimation Based on Similarity. ICIC (1) 2005: 650-660 - [c2]Rui Nian, Guangrong Ji, Wencang Zhao, Chen Feng:
ANN Ensemble Online Learning Strategy in 3D Object Cognition and Recognition Based on Similarity. ICNC (1) 2005: 793-796 - [c1]Chen Feng, Guangrong Ji, Wencang Zhao, Rui Nian:
The Prediction of the Financial Time Series Based on Correlation Dimension. ICNC (1) 2005: 1256-1265
Coauthor Index
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