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1996, Adaptive and learning systems for signal processing, communications, and control, ISBN 0471054364, xii, 255
Book
Expert Systems With Applications, ISSN 0957-4174, 08/2019, Volume 128, pp. 201 - 213
Fake news has become a problem of great impact in our information driven society because of the continuous and intense fakesters content distribution.... 
Ensemble machine learning | Linguistic analysis | Fake news | Machine learning | Text classification | Benchmarks | Algorithms | Information management | Disinformation | Analysis | Support vector machines | Classifiers | Deception | News | Experimentation
Journal Article
Computational Intelligence and Neuroscience, ISSN 1687-5265, 2017, Volume 2017, pp. 6521367 - 2
ML offers solutions to difficult engineering problems, in a similar way to the humans’ brain processing. [...]considering the large amount and diversity of... 
NEUROSCIENCES | MATHEMATICAL & COMPUTATIONAL BIOLOGY | Signal processing | Algorithms | Machine learning | Learning algorithms | Neural networks | Information processing | Data processing | Principal components analysis | Trends | Artificial intelligence | Index Medicus
Journal Article
Mathematical Methods in the Applied Sciences, ISSN 0170-4214, 01/2015, Volume 38, Issue 2, pp. 263 - 273
The objective of this research is the presentation of a feed‐forward neural network capable of estimating the 2‐cycle fixed points of Henon map by solving... 
fixed points | neural networks | Henon map | nonlinear algebraic systems | Fixed points | Neural networks | Nonlinear algebraic systems | MATHEMATICS, APPLIED | Networks | Fixed points (mathematics) | Algebra | Initial conditions | Back propagation algorithms | Mathematical analysis | Estimating | Convergence
Journal Article
Neurocomputing, ISSN 0925-2312, 03/2018, Volume 280, pp. 101 - 110
Neural Networks and Support Vector Machines (SVMs) are two of the most popular and efficient supervised classification models. However, in the context of large... 
Prototype selection | k-NN classification | Prototype generation | Neural Networks | Condensing | Support Vector Machines | Data reduction | ALGORITHM | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2009, Volume 5441, pp. 227 - 234
Journal Article
Advances in Pure Mathematics, ISSN 2160-0368, 2016, Volume 6, Issue 6, pp. 455 - 480
Journal Article
IEEE transactions on neural networks and learning systems, 12/2016
In kernel-based classification models, given limited computational power and storage capacity, operations over the full kernel matrix becomes prohibitive. In... 
Journal Article
Journal Article
Neurocomputing, ISSN 0925-2312, 01/2015, Volume 148, pp. 498 - 511
Slack variables are utilized in optimisation problems in order to build soft margin classifiers that allow for more flexibility during training. A robust... 
Kernel methods | Genetic optimisation | Slack minimisation | Binary classification | OPTIMIZATION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Mathematical optimization | Analysis | Algorithms
Journal Article
2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP), ISSN 1551-2541, 09/2014, pp. 1 - 6
An efficient parallel implementation of the recently proposed Slackmin classification algorithm that minimizes the mean squared slack variables energy is... 
Training | CUDA | Accuracy | Machine learning algorithms | GPU programming | Instruction sets | Graphics processing units | big data classification | Big data | Classification algorithms | machine learning | slack minimization
Conference Proceeding
Journal of Signal Processing Systems, ISSN 1939-8018, 10/2010, Volume 61, Issue 1, pp. 1 - 2
Journal Article
IEEE Signal Processing Magazine, ISSN 1053-5888, 03/2019, Volume 36, Issue 2, pp. 19 - 21
Industrial control systems (ICSs) manage and monitor critical civil or military infrastructure, such as water treatment facilities, power plants, electricity... 
Program processors | Special issues and sections | Industrial control | Signal processing | Denial-of-service attack | Malware | Critical infrastructure | Industrial plants | Internet of Things | Computer security | Monitoring | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
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