4.6 Review

A review on extreme learning machine

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Deep extreme learning machine with leaky rectified linear unit for multiclass classification of pathological brain images

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MULTIMEDIA TOOLS AND APPLICATIONS (2020)

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Density-based semi-supervised online sequential extreme learning machine

Min Xia et al.

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Multilayer probability extreme learning machine for device-free localization

Jie Zhang et al.

NEUROCOMPUTING (2020)

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Adaptive neural tracking control for automotive engine idle speed regulation using extreme learning machine

Pak Kin Wong et al.

NEURAL COMPUTING & APPLICATIONS (2020)

Article Computer Science, Hardware & Architecture

Exemplar-based data stream clustering toward Internet of Things

Yizhang Jiang et al.

JOURNAL OF SUPERCOMPUTING (2020)

Article Automation & Control Systems

Restricted-Boltzmann-Based Extreme Learning Machine for Gas Path Fault Diagnosis of Turbofan Engine

Feng Lu et al.

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS (2020)

Article Multidisciplinary Sciences

A unified machine-learning protocol for asymmetric catalysis as a proof of concept demonstration using asymmetric hydrogenation

Sukriti Singh et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2020)

Article Mathematical & Computational Biology

Recognition of Large-Scale ncRNA Data Using a Novel Multitask Cross-Learning 0-Order TSK Fuzzy Classifier

Yizhang Jiang et al.

JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS (2020)

Article Biochemical Research Methods

Combining High Speed ELM Learning with a Deep Convolutional Neural Network Feature Encoding for Predicting Protein-RNA Interactions

Lei Wang et al.

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS (2020)

Article Biochemistry & Molecular Biology

CirRNAPL: A web server for the identification of circRNA based on extreme learning machine

Mengting Niu et al.

COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL (2020)

Article Automation & Control Systems

Fast and Stable Learning of Dynamical Systems Based on Extreme Learning Machine

Jianghua Duan et al.

IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS (2019)

Article Automation & Control Systems

Noniterative Deep Learning: Incorporating Restricted Boltzmann Machine Into Multilayer Random Weight Neural Networks

Xi-Zhao Wang et al.

IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS (2019)

Article Computer Science, Information Systems

Artificial bee colony optimization-based weighted extreme learning machine for imbalanced data learning

Xiaofen Tang et al.

CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS (2019)

Article Health Care Sciences & Services

Spatial extreme learning machines: An application on prediction of disease counts

Marcos O. Prates

STATISTICAL METHODS IN MEDICAL RESEARCH (2019)

Article Computer Science, Information Systems

Protein-Protein Interactions Prediction via Multimodal Deep Polynomial Network and Regularized Extreme Learning Machine

Haijun Lei et al.

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2019)

Article Automation & Control Systems

Domain Space Transfer Extreme Learning Machine for Domain Adaptation

Yiming Chen et al.

IEEE TRANSACTIONS ON CYBERNETICS (2019)

Article Computer Science, Interdisciplinary Applications

A hierarchical semi-supervised extreme learning machine method for EEG recognition

Qingshan She et al.

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING (2019)

Article Computer Science, Artificial Intelligence

Multi-label learning method based on ML-RBF and laplacian ELM

Xinzheng Xu et al.

NEUROCOMPUTING (2019)

Article Computer Science, Artificial Intelligence

An evolutionary deep belief network extreme learning-based for breast cancer diagnosis

Somayeh Ronoud et al.

SOFT COMPUTING (2019)

Article Mathematical & Computational Biology

Seizure Recognition Using a Novel Multitask Radial Basis Function Neural Network

Yizhang Jiang et al.

JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS (2019)

Article Computer Science, Artificial Intelligence

A Novel fuzzy frame selection based watermarking scheme for MPEG-4 videos using Bi-directional extreme learning machine

Ankit Rajpal et al.

APPLIED SOFT COMPUTING (2019)

Article Engineering, Marine

Stability Assessment of Rubble Mound Breakwaters Using Extreme Learning Machine Models

Xianglong Wei et al.

JOURNAL OF MARINE SCIENCE AND ENGINEERING (2019)

Article Computer Science, Artificial Intelligence

Evolving an optimal kernel extreme learning machine by using an enhanced grey wolf optimization strategy

Zhennao Cai et al.

EXPERT SYSTEMS WITH APPLICATIONS (2019)

Article Engineering, Electrical & Electronic

Robust and Lightweight Ensemble Extreme Learning Machine Engine Based on Eigenspace Domain for Compressed Learning

Huai-Ting Li et al.

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS (2019)

Article Computer Science, Information Systems

Violent scene detection algorithm based on kernel extreme learning machine and three-dimensional histograms of gradient orientation

Jing Yu et al.

MULTIMEDIA TOOLS AND APPLICATIONS (2019)

Article Physics, Multidisciplinary

Information system for e-GDP based on computational intelligence approach

Goran Rakic et al.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2019)

Article Engineering, Environmental

Improved predictive capability of coagulation process by extreme learning machine with radial basis function

C. D. Jayaweera et al.

JOURNAL OF WATER PROCESS ENGINEERING (2019)

Article Computer Science, Information Systems

Multi-layer intrusion detection system with ExtraTrees feature selection, extreme learning machine ensemble, and softmax aggregation

Jivitesh Sharma et al.

EURASIP JOURNAL ON INFORMATION SECURITY (2019)

Proceedings Paper Computer Science, Artificial Intelligence

Research on DDoS Attack Detection Based on ELM in IoT Environment

Zhihui Li et al.

PROCEEDINGS OF 2019 IEEE 10TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS 2019) (2019)

Article Computer Science, Artificial Intelligence

Memristive Neural Networks: A Neuromorphic Paradigm for Extreme Learning Machine

Huanghuang Liang et al.

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE (2019)

Article Computer Science, Information Systems

Online ADMM-Based Extreme Learning Machine for Sparse Supervised Learning

Tianheng Song et al.

IEEE ACCESS (2019)

Proceedings Paper Engineering, Electrical & Electronic

Application of Machine Learning in Credit Risk Assessment: A Prelude to Smart Banking

Syed Zamil Hasan Shoumo et al.

PROCEEDINGS OF THE 2019 IEEE REGION 10 CONFERENCE (TENCON 2019): TECHNOLOGY, KNOWLEDGE, AND SOCIETY (2019)

Article Computer Science, Artificial Intelligence

Combining 2D Gabor and Local Binary Pattern for Facial Expression Recognition Using Extreme Learning Machine

Zhen-Tao Liu et al.

JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS (2019)

Article Computer Science, Information Systems

Fault and Noise Tolerance in the Incremental Extreme Learning Machine

Ho Chun Leung et al.

IEEE ACCESS (2019)

Article Computer Science, Information Systems

Short-Term Passenger Flow Prediction Based on Wavelet Transform and Kernel Extreme Learning Machine

Ruijian Liu et al.

IEEE ACCESS (2019)

Article Computer Science, Information Systems

Joint Lable-Density-Margin Space and Extreme Elastic Net for Label-Specific Features

Gensheng Pei et al.

IEEE ACCESS (2019)

Article Computer Science, Information Systems

Random Search Enhancement of Incremental Regularized Multiple Hidden Layers ELM

Jingyi Liu et al.

IEEE ACCESS (2019)

Article Engineering, Electrical & Electronic

A Fast Fault Diagnosis Method of the PEMFC System Based on Extreme Learning Machine and Dempster-Shafer Evidence Theory

Jiawei Liu et al.

IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION (2019)

Article Computer Science, Information Systems

Sparse Deep Tensor Extreme Learning Machine for Pattern Classification

Jin Zhao et al.

IEEE ACCESS (2019)

Article Computer Science, Information Systems

An Extreme-Learning-Machine-Based Hyperspectral Detection Method of Insulator Pollution Degree

Yan Qiu et al.

IEEE ACCESS (2019)

Article Computer Science, Information Systems

Breast Cancer Detection Using Extreme Learning Machine Based on Feature Fusion With CNN Deep Features

Zhiqiong Wang et al.

IEEE ACCESS (2019)

Article Computer Science, Information Systems

A Hybrid Feature Extraction Method With Regularized Extreme Learning Machine for Brain Tumor Classification

Abdu Gumaei et al.

IEEE ACCESS (2019)

Article Computer Science, Information Systems

A pathological brain detection system based on kernel based ELM

Siyuan Lu et al.

MULTIMEDIA TOOLS AND APPLICATIONS (2018)

Article Computer Science, Information Systems

Development of pathological brain detection system using Jaya optimized improved extreme learning machine and orthogonal ripplet-II transform

Deepak Ranjan Nayak et al.

MULTIMEDIA TOOLS AND APPLICATIONS (2018)

Article Computer Science, Information Systems

Smart pathological brain detection by synthetic minority oversampling technique, extreme learning machine, and Jaya algorithm

Yu-Dong Zhang et al.

MULTIMEDIA TOOLS AND APPLICATIONS (2018)

Article Computer Science, Interdisciplinary Applications

Comparative studies of metamodeling and AI-Based techniques in damage detection of structures

Ramin Ghiasi et al.

ADVANCES IN ENGINEERING SOFTWARE (2018)

Article Computer Science, Artificial Intelligence

Semi-supervised learning based distributed attack detection framework for IoT

Shailendra Rathore et al.

APPLIED SOFT COMPUTING (2018)

Article Mathematics, Interdisciplinary Applications

A SA-ANN-Based Modeling Method for Human Cognition Mechanism and the PSACO Cognition Algorithm

Shuting Chen et al.

COMPLEXITY (2018)

Article Computer Science, Artificial Intelligence

Restricted Boltzmann machine to determine the input weights for extreme learning machines

Andre G. C. Pacheco et al.

EXPERT SYSTEMS WITH APPLICATIONS (2018)

Article Computer Science, Artificial Intelligence

TaxiRec: Recommending Road Clusters to Taxi Drivers Using Ranking-Based Extreme Learning Machines

Ran Wang et al.

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2018)

Article Engineering, Environmental

Using machine learning and quantum chemistry descriptors to predict the toxicity of ionic liquids

Lingdi Cao et al.

JOURNAL OF HAZARDOUS MATERIALS (2018)

Article Engineering, Multidisciplinary

Geographical recognition of Syrah wines by combining feature selection with Extreme Learning Machine

Nattane Luiza da Costa et al.

MEASUREMENT (2018)

Article Computer Science, Artificial Intelligence

Extreme Learning Machine for Joint Embedding and Clustering

Tianchi Liu et al.

NEUROCOMPUTING (2018)

Article Computer Science, Artificial Intelligence

A clustering method based on extreme learning machine

Jinhong Huang et al.

NEUROCOMPUTING (2018)

Article Physics, Multidisciplinary

A machine learning approach for predicting the relationship between energy resources and economic development

Dusan Cogoljevic et al.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2018)

Article Mathematical & Computational Biology

Classification of Epileptic Electroencephalograms Signal Based on Improved Extreme Learning Machine

Ta Zhou et al.

JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS (2018)

Article Computer Science, Information Systems

Rapid and Efficient Bug Assignment Using ELM for IOT Software

Ying Yin et al.

IEEE ACCESS (2018)

Article Computer Science, Information Systems

Safe Semi-Supervised Extreme Learning Machine for EEG Signal Classification

Qingshan She et al.

IEEE ACCESS (2018)

Proceedings Paper Computer Science, Information Systems

Prediction of Dairy Product Quality Risk Based on Extreme Learning Machine

Ruifang Zhang et al.

2ND INTERNATIONAL CONFERENCE ON DATA SCIENCE AND BUSINESS ANALYTICS (ICDSBA 2018) (2018)

Article Computer Science, Artificial Intelligence

An Ensemble Extreme Learning Machine for Data Stream Classification

Rui Yang et al.

ALGORITHMS (2018)

Article Computer Science, Artificial Intelligence

Unsupervised extreme learning machine with representational features

Shifei Ding et al.

INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS (2017)

Article Engineering, Civil

Extreme learning machine-based surrogate model for analyzing system reliability of soil slopes

Fei Kang et al.

EUROPEAN JOURNAL OF ENVIRONMENTAL AND CIVIL ENGINEERING (2017)

Article Computer Science, Artificial Intelligence

Denoising deep extreme learning machine for sparse representation

Xiangyi Cheng et al.

MEMETIC COMPUTING (2017)

Article Computer Science, Artificial Intelligence

Unsupervised and semi-supervised extreme learning machine with wavelet kernel for high dimensional data

Nan Zhang et al.

MEMETIC COMPUTING (2017)

Article Computer Science, Artificial Intelligence

Semi-supervised low rank kernel learning algorithm via extreme learning machine

Mingming Liu et al.

INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS (2017)

Article Automation & Control Systems

A new Self-Organizing Extreme Learning Machine soft sensor model and its applications in complicated chemical processes

Zhiqiang Geng et al.

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (2017)

Article Automation & Control Systems

Grey wolf optimization evolving kernel extreme learning machine: Application to bankruptcy prediction

Mingjing Wang et al.

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (2017)

Article Engineering, Geological

Landslide susceptibility mapping based on self-organizing-map network and extreme learning machine

Faming Huang et al.

ENGINEERING GEOLOGY (2017)

Article Green & Sustainable Science & Technology

Factor analysis and forecasting of CO2 emissions in Hebei, using extreme learning machine based on particle swarm optimization

Wei Sun et al.

JOURNAL OF CLEANER PRODUCTION (2017)

Article Computer Science, Artificial Intelligence

A switching delayed PSO optimized extreme learning machine for short-term load forecasting

Nianyin Zeng et al.

NEUROCOMPUTING (2017)

Article Computer Science, Artificial Intelligence

Generalized extreme learning machine autoencoder and a new deep neural network

Kai Sun et al.

NEUROCOMPUTING (2017)

Article Computer Science, Artificial Intelligence

Deep object recognition across domains based on adaptive extreme learning machine

Lei Zhang et al.

NEUROCOMPUTING (2017)

Article Computer Science, Artificial Intelligence

Robust regularized extreme learning machine for regression using iteratively reweighted least squares

Kai Chen et al.

NEUROCOMPUTING (2017)

Article Computer Science, Artificial Intelligence

Instance cloned extreme learning machine

Yongshan Zhang et al.

PATTERN RECOGNITION (2017)

Article Physics, Multidisciplinary

Soft computing prediction of economic growth based in science and technology factors

Dusan Markovic et al.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2017)

Article Physics, Multidisciplinary

Application of artificial neural network with extreme learning machine for economic growth estimation

Ljubisa Milacic et al.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2017)

Article Engineering, Electrical & Electronic

Feed forward neural network with random quaternionic neurons

Toshifumi Minemoto et al.

SIGNAL PROCESSING (2017)

Article Computer Science, Artificial Intelligence

Dolphin Swarm Extreme Learning Machine

Tianqi Wu et al.

COGNITIVE COMPUTATION (2017)

Article Health Care Sciences & Services

Diagnosis of Alzheimer's Disease Based on Structural MRI Images Using a Regularized Extreme Learning Machine and PCA Features

Ramesh Kumar Lama et al.

JOURNAL OF HEALTHCARE ENGINEERING (2017)

Article Mathematical & Computational Biology

Intelligent Diagnostic Methods for Thyroid Nodules

Yizhang Jiang et al.

JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS (2017)

Article Automation & Control Systems

Highly Efficient Framework for Predicting Interactions Between Proteins

Zhu-Hong You et al.

IEEE TRANSACTIONS ON CYBERNETICS (2017)

Article Computer Science, Information Systems

Hybrid Structure-Adaptive RBF-ELM Network Classifier

Hui Wen et al.

IEEE ACCESS (2017)

Proceedings Paper Computer Science, Artificial Intelligence

An Ensembled RBF Extreme Learning Machine to Forecast Road Surface Temperature

Bo Liu et al.

2017 16TH IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA) (2017)

Article Computer Science, Interdisciplinary Applications

Ultrasound-based differentiation of malignant and benign thyroid Nodules: An extreme learning machine approach

Jianfu Xia et al.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2017)

Article Computer Science, Information Systems

Data and feature mixed ensemble based extreme learning machine for medical object detection and segmentation

Wanzheng Zhu et al.

MULTIMEDIA TOOLS AND APPLICATIONS (2016)

Article Computer Science, Artificial Intelligence

Manifold regularized extreme learning machine

Bing Liu et al.

NEURAL COMPUTING & APPLICATIONS (2016)

Article Computer Science, Artificial Intelligence

Artificial bee colony algorithm for clustering: an extreme learning approach

Abobakr Khalil Alshamiri et al.

SOFT COMPUTING (2016)

Article Computer Science, Artificial Intelligence

Incremental extreme learning machine based on deep feature embedded

Jian Zhang et al.

INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS (2016)

Article Engineering, Chemical

A soft sensor for industrial melt index prediction based on evolutionary extreme learning machine

Miao Zhang et al.

CHINESE JOURNAL OF CHEMICAL ENGINEERING (2016)

Article Computer Science, Interdisciplinary Applications

A hybrid differential evolution approach based on surrogate modelling for scheduling bottleneck stages

Jing-hua Hao et al.

COMPUTERS & OPERATIONS RESEARCH (2016)

Article Computer Science, Artificial Intelligence

Robust Visual Knowledge Transfer via Extreme Learning Machine-Based Domain Adaptation

Lei Zhang et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2016)

Article Engineering, Civil

Driver Distraction Detection Using Semi-Supervised Machine Learning

Tianchi Liu et al.

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2016)

Article Computer Science, Information Systems

A novel multi-task TSK fuzzy classifier and its enhanced version for labeling-risk-aware multi-task classification

Yizhang Jiang et al.

INFORMATION SCIENCES (2016)

Article Computer Science, Artificial Intelligence

Semi-supervised GSOM integrated with extreme learning machine

Ali Mehrizi et al.

INTELLIGENT DATA ANALYSIS (2016)

Article Engineering, Multidisciplinary

A Novel Bearing Fault Diagnosis Method Based on Gaussian Restricted Boltzmann Machine

Xiao-hui He et al.

MATHEMATICAL PROBLEMS IN ENGINEERING (2016)

Article Computer Science, Artificial Intelligence

A Fast SVD-Hidden-nodes based Extreme Learning Machine for Large-Scale Data Analytics

Wan-Yu Deng et al.

NEURAL NETWORKS (2016)

Article Computer Science, Artificial Intelligence

A Fast Reduced Kernel Extreme Learning Machine

Wan-Yu Deng et al.

NEURAL NETWORKS (2016)

Article Computer Science, Artificial Intelligence

Hessian semi-supervised extreme learning machine

Ganesh Krishnasamy et al.

NEUROCOMPUTING (2016)

Article Computer Science, Artificial Intelligence

An unsupervised discriminative extreme learning machine and its applications to data clustering

Yong Peng et al.

NEUROCOMPUTING (2016)

Article Computer Science, Artificial Intelligence

Brain MRI morphological patterns extraction tool based on Extreme Learning Machine and majority vote classification

Maite Termenon et al.

NEUROCOMPUTING (2016)

Article Computer Science, Artificial Intelligence

Incremental regularized extreme learning machine and it's enhancement

Zhixin Xu et al.

NEUROCOMPUTING (2016)

Article Computer Science, Artificial Intelligence

Automated detection of epileptic EEGs using a novel fusion feature and extreme learning machine

Jiang-Ling Song et al.

NEUROCOMPUTING (2016)

Article Computer Science, Artificial Intelligence

Extreme learning machine based transfer learning for data classification

Xiaodong Li et al.

NEUROCOMPUTING (2016)

Article Computer Science, Artificial Intelligence

Extreme Learning Surrogate Models in Multi-objective Optimization based on Decomposition

Lucas M. Pavelski et al.

NEUROCOMPUTING (2016)

Article Computer Science, Artificial Intelligence

Breast mass classification in digital mammography based on extreme learning machine

Weiying Xie et al.

NEUROCOMPUTING (2016)

Article Computer Science, Artificial Intelligence

Memetic Extreme Learning Machine

Yongshan Zhang et al.

PATTERN RECOGNITION (2016)

Article Chemistry, Multidisciplinary

Prediction of GDP growth rate based on carbon dioxide (CO2) emissions

Vladislav Marjanovic et al.

JOURNAL OF CO2 UTILIZATION (2016)

Article Computer Science, Artificial Intelligence

Extreme learning machine via free sparse transfer representation optimization

Xiaodong Li et al.

MEMETIC COMPUTING (2016)

Article Computer Science, Artificial Intelligence

Breast tumor detection in double views mammography based on extreme learning machine

Zhiqiong Wang et al.

NEURAL COMPUTING & APPLICATIONS (2016)

Article Computer Science, Artificial Intelligence

Two-stage extreme learning machine for high-dimensional data

Peng Liu et al.

INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS (2016)

Article Psychology, Multidisciplinary

Economic growth forecasting by artificial neural network with extreme learning machine based on trade, import and export parameters

Svetlana Sokolov-Mladenovic et al.

COMPUTERS IN HUMAN BEHAVIOR (2016)

Article Astronomy & Astrophysics

Restricted Boltzmann machine: a non-linear substitute for PCA in spectral processing

Yude Bu et al.

ASTRONOMY & ASTROPHYSICS (2015)

Article Computer Science, Interdisciplinary Applications

Nonlinear regression in environmental sciences using extreme learning machines: A comparative evaluation

Aranildo R. Lima et al.

ENVIRONMENTAL MODELLING & SOFTWARE (2015)

Article Geochemistry & Geophysics

Local Binary Patterns and Extreme Learning Machine for Hyperspectral Imagery Classification

Wei Li et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2015)

Article Engineering, Electrical & Electronic

Domain Adaptation Extreme Learning Machines for Drift Compensation in E-Nose Systems

Lei Zhang et al.

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2015)

Article Computer Science, Artificial Intelligence

Discriminative clustering via extreme learning machine

Gao Huang et al.

NEURAL NETWORKS (2015)

Review Computer Science, Artificial Intelligence

Trends in extreme learning machines: A review

Gao Huang et al.

NEURAL NETWORKS (2015)

Article Computer Science, Artificial Intelligence

Universal consistency of extreme learning machine for RBFNs case

Xia Liu et al.

NEUROCOMPUTING (2015)

Article Computer Science, Artificial Intelligence

Multiple kernel extreme learning machine

Xinwang Liu et al.

NEUROCOMPUTING (2015)

Article Computer Science, Artificial Intelligence

Learning deep representations via extreme learning machines

Wenchao Yu et al.

NEUROCOMPUTING (2015)

Article Computer Science, Artificial Intelligence

Elastic extreme learning machine for big data classification

Junchang Xin et al.

NEUROCOMPUTING (2015)

Article Astronomy & Astrophysics

Restricted Boltzmann machine: a non-linear substitute for PCA in spectral processing

Yude Bu et al.

ASTRONOMY & ASTROPHYSICS (2015)

Proceedings Paper Computer Science, Artificial Intelligence

Evolutionary Extreme Learning Machine Based Weighted Nearest-neighbor Equality Classification

Nana Zhang et al.

2015 7TH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS IHMSC 2015, VOL II (2015)

Proceedings Paper Computer Science, Theory & Methods

Generic Object Recognition with Local Receptive Fields Based Extreme Learning Machine

Zuo Bai et al.

INNS CONFERENCE ON BIG DATA 2015 PROGRAM (2015)

Article Computer Science, Artificial Intelligence

A novel self-adaptive extreme learning machine based on affinity propagation for radial basis function neural network

Shifei Ding et al.

NEURAL COMPUTING & APPLICATIONS (2014)

Article Computer Science, Artificial Intelligence

Cross-person activity recognition using reduced kernel extreme learning machine

Wan-Yu Deng et al.

NEURAL NETWORKS (2014)

Article Computer Science, Artificial Intelligence

Aircraft recognition using modular extreme learning machine

Hai-Jun Rong et al.

NEUROCOMPUTING (2014)

Article Computer Science, Artificial Intelligence

Clustering in extreme learning machine feature space

Qing He et al.

NEUROCOMPUTING (2014)

Article Computer Science, Artificial Intelligence

Breast tumor detection in digital mammography based on extreme learning machine

Zhiqiong Wang et al.

NEUROCOMPUTING (2014)

Article Computer Science, Artificial Intelligence

Review and performance comparison of SVM- and ELM-based classifiers

Jan Chorowski et al.

NEUROCOMPUTING (2014)

Article Computer Science, Artificial Intelligence

Comparing the learning effectiveness of BP, ELM, I-ELM, and SVM for corporate credit ratings

Haoming Zhong et al.

NEUROCOMPUTING (2014)

Article Chemistry, Multidisciplinary

An accurate and efficient method to predict the electronic excitation energies of BODIPY fluorescent dyes

Jia-Nan Wang et al.

JOURNAL OF COMPUTATIONAL CHEMISTRY (2013)

Article Engineering, Multidisciplinary

Automated Flare Prediction Using Extreme Learning Machine

Yuqing Bian et al.

MATHEMATICAL PROBLEMS IN ENGINEERING (2013)

Article Computer Science, Artificial Intelligence

Extreme Learning Machines for Feature Selection and Classification of Cocaine Dependent Patients on Structural MRI Data

M. Termenon et al.

NEURAL PROCESSING LETTERS (2013)

Article Computer Science, Artificial Intelligence

Weighted Online Sequential Extreme Learning Machine for Class Imbalance Learning

Bilal Mirza et al.

NEURAL PROCESSING LETTERS (2013)

Article Computer Science, Artificial Intelligence

Weighted extreme learning machine for imbalance learning

Weiwei Zong et al.

NEUROCOMPUTING (2013)

Article Multidisciplinary Sciences

Extreme Learning Machine-Based Classification of ADHD Using Brain Structural MRI Data

Xiaolong Peng et al.

PLOS ONE (2013)

Article Engineering, Electrical & Electronic

Evaluating the Internationalization Success of Companies Through a Hybrid Grouping Harmony Search-Extreme Learning Machine Approach

Itziar Landa-Torres et al.

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING (2012)

Article Automation & Control Systems

Extreme Learning Machine for Regression and Multiclass Classification

Guang-Bin Huang et al.

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS (2012)

Article Computer Science, Information Systems

Voting based extreme learning machine

Jiuwen Cao et al.

INFORMATION SCIENCES (2012)

Article Biochemical Research Methods

Automatic epileptic seizure detection in EEGs based on optimized sample entropy and extreme learning machine

Yuedong Song et al.

JOURNAL OF NEUROSCIENCE METHODS (2012)

Article Computer Science, Artificial Intelligence

Self-Adaptive Evolutionary Extreme Learning Machine

Jiuwen Cao et al.

NEURAL PROCESSING LETTERS (2012)

Article Computer Science, Artificial Intelligence

Reversible watermarking via extreme learning machine prediction

Guorui Feng et al.

NEUROCOMPUTING (2012)

Article Computer Science, Artificial Intelligence

Online sequential extreme learning machine with forgetting mechanism

Jianwei Zhao et al.

NEUROCOMPUTING (2012)

Article Computer Science, Artificial Intelligence

Handwritten character recognition using wavelet energy and extreme learning machine

Binu P. Chacko et al.

INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS (2012)

Article Engineering, Civil

Application of the LP-ELM Model on Transportation System Lifetime Optimization

Zhan-Li Sun et al.

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2011)

Article Computer Science, Artificial Intelligence

BELM: Bayesian Extreme Learning Machine

Emilio Soria-Olivas et al.

IEEE TRANSACTIONS ON NEURAL NETWORKS (2011)

Article Computer Science, Artificial Intelligence

A study on effectiveness of extreme learning machine

Yuguang Wang et al.

NEUROCOMPUTING (2011)

Article Computer Science, Artificial Intelligence

MELM-GRBF: A modified version of the extreme learning machine for generalized radial basis function neural networks

Francisco Fernandez-Navarro et al.

NEUROCOMPUTING (2011)

Article Computer Science, Artificial Intelligence

Regularized online sequential learning algorithm for single-hidden layer feedforward neural networks

Hieu Trung Huynh et al.

PATTERN RECOGNITION LETTERS (2011)

Article Engineering, Electrical & Electronic

Ensemble Based Extreme Learning Machine

Nan Liu et al.

IEEE SIGNAL PROCESSING LETTERS (2010)

Article Computer Science, Artificial Intelligence

Optimization method based extreme learning machine for classification

Guang-Bin Huang et al.

NEUROCOMPUTING (2010)

Article Computer Science, Artificial Intelligence

Error Minimized Extreme Learning Machine With Growth of Hidden Nodes and Incremental Learning

Guorui Feng et al.

IEEE TRANSACTIONS ON NEURAL NETWORKS (2009)

Article Engineering, Chemical

Prediction of melting points of organic compounds using extreme learning machines

Akshay U. Bhat et al.

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH (2008)

Article Computer Science, Artificial Intelligence

Convex incremental extreme learning machine

Guang-Bin Huang et al.

NEUROCOMPUTING (2007)

Article Computer Science, Artificial Intelligence

Extreme learning machine: Theory and applications

Guang-Bin Huang et al.

NEUROCOMPUTING (2006)

Article Multidisciplinary Sciences

Reducing the dimensionality of data with neural networks

G. E. Hinton et al.

SCIENCE (2006)

Article Computer Science, Artificial Intelligence

Universal approximation using incremental constructive feedforward networks with random hidden nodes

Guang-Bin Huang et al.

IEEE TRANSACTIONS ON NEURAL NETWORKS (2006)

Article Computer Science, Artificial Intelligence

A fast learning algorithm for deep belief nets

Geoffrey E. Hinton et al.

NEURAL COMPUTATION (2006)