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IEEE Intelligent Systems, ISSN 1541-1672, 11/2013, Volume 28, Issue 6, pp. 30 - 59
Journal Article
International Journal of Machine Learning and Cybernetics, ISSN 1868-8071, 6/2011, Volume 2, Issue 2, pp. 107 - 122
Journal Article
2012, Neural information processing series, ISBN 026201646X, cm.
The interplay between optimization and machine learning is one of the most important developments in modern computational science. Optimization formulations... 
Electronics & communications engineering | Machine learning | Mathematical models | Technology | Mathematical optimization
Book
IEEE Transactions on Neural Networks and Learning Systems, ISSN 2162-237X, 09/2015, Volume 26, Issue 9, pp. 2214 - 2220
Journal Article
JAMA Neurology, ISSN 2168-6149, 07/2018, Volume 75, Issue 7, pp. 876 - 880
IMPORTANCE: Current Parkinson disease (PD) measures are subjective, rater-dependent, and assessed in clinic. Smartphones can measure PD features, yet no... 
RATING-SCALE | CLINICAL NEUROLOGY | CLINICAL-TRIALS | Brief Report | Online First | Research
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, 01/2016, Volume 173, pp. 778 - 788
The Extreme Learning Machine (ELM) is a novel learning scheme for single hidden layer feedforward neural networks, and it has attracted a great deal of... 
Ridge regression | Regularized ELM (RELM) | Online Sequential RELM (OS-RELM) | Extreme Learning Machine (ELM) | ENSEMBLE | RIDGE-REGRESSION | CLASSIFICATION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Data mining | Neural networks | Algorithms
Journal Article
Neurocomputing, ISSN 0925-2312, 03/2014, Volume 128, pp. 50 - 58
A fast and outstanding incremental learning algorithm is required to meet the demand of online applications where data comes one by one or chunk by chunk to... 
Extreme learning machine (ELM) | Fixed size LSSVM (FS-LSSVM) | Online sequential ELM (OS-ELM) | Incremental learning algorithm | Incremental ELM (IELM) | CLASSIFIER | NETWORKS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Data mining | Analysis | Algorithms | Learning | Demand | Semiconductors | Neural networks | Mathematical models | Retraining | Online
Journal Article
Neural Networks, ISSN 0893-6080, 05/2014, Volume 53, pp. 1 - 7
Journal Article
Sensors (Switzerland), ISSN 1424-8220, 01/2015, Volume 15, Issue 1, pp. 1804 - 1824
Nowadays, developing indoor positioning systems (IPSs) has become an attractive research topic due to the increasing demands on location-based service (LBS) in... 
WiFi | Indoor localization | Online sequential extreme learning machine | online sequential extreme learning machine | LOCATION | ELECTROCHEMISTRY | CHEMISTRY, ANALYTICAL | INSTRUMENTS & INSTRUMENTATION | indoor localization | Learning | Manpower | Distance learning | Algorithms | Dynamics | Indoor | Localization | Position (location)
Journal Article