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IEEE Transactions on Education, ISSN 0018-9359, 02/2004, Volume 47, Issue 1, pp. 127 - 133
This paper presents a new approach to introducing adaptive filters based on the least-mean-square (LMS) algorithm and its variants in an undergraduate course... 
Least mean square methods | Signal processing | Adaptive filters | Numerical stability | Electrical engineering education | Digital signal processing (DSP) | Algorithms | algorithms | adaptive filters | EDUCATION, SCIENTIFIC DISCIPLINES | digital signal processing (DSP) | ENGINEERING, ELECTRICAL & ELECTRONIC | Electric filters | Research
Journal Article
2011 IEEE Symposium on Computational Intelligence and Data Mining (CIDM), 04/2011, pp. 304 - 309
Clustering techniques have been widely applied to extract information from high-dimensional data structures in the last few years. Graphs are especially... 
Image color analysis | Clustering methods | Data visualization | Nominations and elections | Clustering algorithms | Browsers | Data mining
Conference Proceeding
ESANN 2013 proceedings, 21st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2013, pp. 179 - 184
Conference Proceeding
ESANN 2013 proceedings, 21st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2013, pp. 561 - 566
Conference Proceeding
Neurocomputing, ISSN 0925-2312, 2006, Volume 69, Issue 7, pp. 909 - 912
This Letter presents a simple and powerful pruning method for multilayer feed forward neural networks based on the fuzzy sigmoid activation function presented... 
Pruning | Multilayer perceptron | Fuzzy sigmoid | fuzzy sigmoid | multilayer perceptron | pruning | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Neural networks
Journal Article
2011 IEEE Symposium on Computational Intelligence and Data Mining (CIDM), 04/2011, pp. 44 - 49
The aim of this work is to study the applicability of reinforcement learning methods to design adaptive treatment strategies that optimize, in the long-term,... 
Learning | Training | Approximation algorithms | Hospitals | Approximation methods | Diseases
Conference Proceeding
ESANN 2012 proceedings, 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2012, pp. 197 - 202
Conference Proceeding
2008, Lecture Notes in Computer Science, ISBN 9783540897217, Volume 5323
In this paper, we present two sucessful applications of Reinforcement Learning (RL) in real life. First, the optimization of anemia management in patients... 
Information Systems Applications (incl.Internet) | Artificial Intelligence (incl. Robotics) | Computation by Abstract Devices | Computer Science | Database Management | Probability and Statistics in Computer Science
Book Chapter
Neuro-Oncology, ISSN 1522-8517, 06/2018, Volume 20, Issue suppl_2, pp. i124 - i125
Abstract OBJECTIVE To retrospectively assess at national level whether the addition of molecular data to clinical/histopathological factors could have modified... 
Abstracts
Journal Article
The Astronomical Journal, ISSN 1538-3881, 03/1999, Volume 117, Issue 3, pp. 1421 - 1432
We present H alpha, [N II] lambda 6583, [O III] lambda 5007 ground-based images, Hubble Space Telescope (HST) (V band) archival images, VLA-A 3.6 cm continuum... 
Planetary nebulae: Individual (NGC 6884) | ISM: Kinematics and dynamics | Stars: Mass loss | ISM: Jets and outflows | ISM : kinematics and dynamics | IMAGES | DISTANCES | DISKS | ASTRONOMY & ASTROPHYSICS | ISM : jets and outflows | stars : mass loss | JETS | planetary nebulae : individual (NGC 6884) | POINT-SYMMETRICAL NEBULAE
Journal Article
ESANN 2011 proceedings, 19th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2010, pp. 239 - 244
Conference Proceeding
2019 International Joint Conference on Neural Networks (IJCNN), 07/2019, pp. 1 - 7
This paper focuses on the scalability of the Fisher Information manifold by applying techniques of distributed computing. The main objective is to investigate... 
Measurement | Manifolds | metric learning | Computational modeling | scalable manifold distances | Fisher Information | Approximation algorithms | Spark | Sparks | Kernel
Conference Proceeding
Computational intelligence and neuroscience, ISSN 1687-5265, 2017, Volume 2017, pp. 7479140 - 8
Kernel extreme learning machine (KELM) is a novel feedforward neural network, which is widely used in classification problems. To some extent, it solves the... 
CONNECTION | NETWORKS | NEUROSCIENCES | EXTREME LEARNING-MACHINE | MATHEMATICAL & COMPUTATIONAL BIOLOGY | Algorithms | Machine Learning | Humans | Classification | Neural Networks (Computer) | Wavelet transforms | Automatic classification | Research | Neural networks | Methods | Machine learning | Datasets | Problems | Accuracy | Quality | Sales forecasting | Explosions | Wavelet | Training | Kernels | Classifiers | Computation
Journal Article
08/2009, ISBN 9781605667669, 22
The machine learning approach provides a useful tool when the amount of data is very large and a model is not available to explain the generation and relation... 
Computer Science and Information Technology | Artificial Intelligence | Computational Intelligence
Book Chapter
Computational Intelligence and Neuroscience, ISSN 1687-5265, 2016, Volume 2016, pp. 5423204 - 10
In recent years, imbalanced learning problem has attracted more and more attentions from both academia and industry, and the problem is concerned with the... 
CLASSIFICATION | SMOTE | NEUROSCIENCES | PERFORMANCE | MATHEMATICAL & COMPUTATIONAL BIOLOGY | Learning - physiology | Logistic Models | Algorithms | Artificial Intelligence | Discrimination (Psychology) | Humans | Technology application | Data mining | Methods | Machine learning | Learning | Accuracy | Discrimination | Intelligence | Cost function | Recall | Mathematical models | Logistics
Journal Article
Proceedings of the International Astronomical Union, ISSN 1743-9213, 07/2012, Volume 8, Issue 287, pp. 230 - 234
AbstractWater fountains are evolved stars showing water masers with velocity spanning more than ~100 km/s. They usually appear at the end of the Asymptotic... 
stars: AGB and post-AGB | ISM: planetary nebulae: individual (IRAS 15103-5754) | masers | stars: evolution | Evolution | Astrophysics | Nebulae | Star & galaxy formation
Conference Proceeding
Proceedings of SPIE - The International Society for Optical Engineering, ISSN 0277-786X, 2004, Volume 5238, pp. 398 - 407
Conference Proceeding
2013 IEEE 13th International Conference on Data Mining Workshops, ISSN 2375-9232, 12/2013, pp. xxxi - xxxii
Presents the introductory welcome message from the conference proceedings. 
Conference Proceeding
IEEE Computational Intelligence Magazine, ISSN 1556-603X, 02/2010, Volume 5, Issue 1, pp. 14 - 18
Journal Article
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