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World Wide Web, ISSN 1386-145X, 9/2014, Volume 17, Issue 5, pp. 1189 - 1204
Extreme Learning Machine (ELM) has been widely used in many fields such as text classification, image recognition and bioinformatics, as it provides good... 
Cloud computing | Massive data processing | Extreme learning machine | Computer Science | Database Management | Information Systems Applications (incl. Internet) | Operating Systems | MapReduce | REGRESSION | COMPUTER SCIENCE, SOFTWARE ENGINEERING | APPROXIMATION | FRAMEWORK | COMPUTER SCIENCE, INFORMATION SYSTEMS | NETWORKS
Journal Article
IEEE Intelligent Systems, ISSN 1541-1672, 11/2013, Volume 28, Issue 6, pp. 30 - 59
Journal Article
Neurocomputing, ISSN 0925-2312, 03/2014, Volume 128, pp. 15 - 21
Extreme learning machine (ELM) for single-hidden-layer feedforward neural networks (SLFN) is a powerful machine learning technique, and has been attracting... 
Weighted extreme learning machine | AdaBoost | Extreme learning machine | Imbalanced datasets | REGRESSION | MACHINE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Computer science | Neural networks | Learning | Repositories | Training | Balancing | Asymmetry | Machine learning | Skewed distributions
Journal Article
Neurocomputing, ISSN 0925-2312, 03/2014, Volume 128, pp. 81 - 87
Extreme Leaning Machine (ELM) simply randomly assigns input weights and biases, ineluctably leading to certain stochastic behaviors and reducing generalization... 
Extreme learning machine | ELM hidden node | Meta-learning | CLASSIFICATION | FEEDFORWARD NETWORKS | EXTREME LEARNING-MACHINE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Learning | Training | Architecture | Weight reduction | Regression | Benchmarking | Regression analysis | Stochasticity
Journal Article
Journal Article
Neurocomputing, ISSN 0925-2312, 03/2014, Volume 128, pp. 88 - 95
Extreme learning machine (ELM), used for the “generalized” single-hidden-layer feedforward networks (SLFNs), is a unified learning platform that can use a... 
Extreme learning machine (ELM) | ELM feature space | ELM kMeans | Nonnegative matrix factorization (NMF) | ELM NMF clustering | Data clustering | KERNEL | EFFICIENT ALGORITHM | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Algorithms | Learning | Approximation | Mathematical analysis | Elm | Mapping | Clustering | Factorization | Neural networks
Journal Article
Neurocomputing, ISSN 0925-2312, 01/2016, Volume 174, pp. 368 - 374
Due to the outstanding advantage, such as generalization performance and fast convergence, Extreme Learning Machine (ELM) and its variants have been widely... 
Incremental hidden nodes | Extreme Learning Machine | Decremental hidden nodes | MapReduce | APPROXIMATION | Map Reduce | FRAMEWORK | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Journal Article
Neurocomputing, ISSN 0925-2312, 01/2018, Volume 275, pp. 448 - 461
Automatic age and gender classification has been widely used in a large amount of applications, particularly in human-computer interaction, biometrics, visual... 
Convolutional Neural Network | Extreme Learning Machine | Image | Classification | Overfitting | REGRESSION | NEURAL-NETWORK | MACHINE | FACE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Neurocomputing, ISSN 0925-2312, 10/2017, Volume 261, pp. 126 - 143
One-class classification (OCC) has been prime concern for researchers and effectively employed in various disciplines. But, traditional methods based one-class... 
Extreme learning machine (ELM) | Online sequential ELM (OSELM) | One-class classification (OCC) | One-class ELM (OCELM) | Autoassociative ELM (AAELM) | REGRESSION | NOVELTY DETECTION | IMPLEMENTATION | NEURONS | TRENDS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Neurocomputing, ISSN 0925-2312, 02/2013, Volume 101, pp. 229 - 242
Extreme learning machine (ELM) is a competitive machine learning technique, which is simple in theory and fast in implementation. The network types are... 
Weighted extreme learning machine | Extreme learning machine | Imbalanced learning | Single hidden layer feedforward networks | REGRESSION | CLASSIFICATION | NETWORKS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Learning | Kernels | Networks | Tasks | Balancing | Classification | Elm | Mapping | Neural networks
Journal Article
Neurocomputing, ISSN 0925-2312, 01/2016, Volume 173, pp. 1073 - 1081
Extreme learning machine (ELM) has been intensively studied during the last decade due to its high efficiency, effectiveness and easy-to-implementation.... 
Model | Cluster | Data | Parallel | Extreme learning machine | REGRESSION | IMPLEMENTATION | CLASSIFICATION | FEEDFORWARD NETWORKS | MAPREDUCE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Military electronics industry | Public relations | Algorithms | Analysis
Journal Article