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Expert Systems With Applications, ISSN 0957-4174, 04/2020, Volume 143, p. 113083
The development of accurate real-time models of the biomechanical behavior of different organs and tissues still poses a challenge in the field of... 
Finite element method | Biomechanical modeling | Real time | Coherent point drift | Liver | Machine learning
Journal Article
New Journal of Physics, ISSN 1367-2630, 01/2020, Volume 22, Issue 1, p. 13010
Journal Article
Journal Article
Scientific Reports, ISSN 2045-2322, 12/2017, Volume 7, Issue 1, pp. 13645 - 9
We propose a quantum machine learning algorithm for efficiently solving a class of problems encoded in quantum controlled unitary operations. The central... 
MULTIDISCIPLINARY SCIENCES | Learning | Learning algorithms | Artificial intelligence
Journal Article
Neurocomputing, ISSN 0925-2312, 2011, Volume 74, Issue 17, pp. 3716 - 3721
Extreme learning machine (ELM) is a new learning algorithm for single-hidden layer feedforward networks (SLFNs) proposed by Huang et al. . Its main advantage... 
Regression | Extreme learning machine | Regularization | Artificial neural networks | MODELS | SELECTION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Data mining | Algorithms | Architectural design | Learning | Networks | Feedforward | Elm | Neural networks
Journal Article
Journal of Biomechanics, ISSN 0021-9290, 2008, Volume 41, pp. S479 - S479
Journal Article
Artificial Intelligence in Medicine, ISSN 0933-3657, 2014, Volume 62, Issue 1, pp. 47 - 60
Journal Article
BMC Bioinformatics, ISSN 1471-2105, 09/2004, Volume 5
Journal Article
Expert Systems With Applications, ISSN 0957-4174, 2012, Volume 39, Issue 1, pp. 780 - 785
► We use machine learning for fungi infestation detection in citrus. ► A hyperspectral imaging system has been used for image acquisition. ► The proposed... 
Citrus fruits | Agriculture | Hyperspectral imagery | Rottenness | Neural networks | CART | DEFECTS | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | VISION SYSTEM | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Usage | Fruit | Methods | Fungi | Citrus | Economics | Penicillium | Citrus fruit | Data processing | Decision trees | Expert systems | Defects
Journal Article
Expert Systems With Applications, ISSN 0957-4174, 05/2009, Volume 36, Issue 4, pp. 8022 - 8031
In this work, RL is used to find an optimal policy for a marketing campaign. Data show a complex characterization of state and action spaces. Two approaches... 
Function approximation | Neural networks | State aggregation | Reinforcement learning | Marketing | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Target marketing
Journal Article
Knowledge-Based Systems, ISSN 0950-7051, 05/2016, Volume 100, pp. 200 - 211
Reinforcement learning (RL) is a learning paradigm that can be useful in a wide variety of real-world applications. However, its applicability to complex... 
Fitted policy iteration | Sequential decision-making | Extreme learning machine | Reinforcement learning | REINFORCEMENT | SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Magneto-electric machines | Algorithms | Information management | Neural networks | Machinery | Analysis | Learning | Networks | Policies | Approximation | Reinforcement | Online
Journal Article
Neurocomputing, ISSN 0925-2312, 12/2017, Volume 268, pp. 127 - 141
Quantum Clustering (QC) provides an alternative approach to clustering algorithms, several of which are based on geometric relationships between data points.... 
Quantum clustering | Non-spherical data distributions | Separation and Concordance | Number of clusters | Parameter optimisation | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Quantum theory | Algorithms
Journal Article
ISSN 1471-2105, 2007
Background This paper presents the use of Support Vector Machines (SVMs) for prediction and analysis of antisense oligonucleotide (AO) efficacy. The collected... 
Eskitis, Inst Cell&Molecular Therapies
Journal Article
Neurocomputing, ISSN 0925-2312, 10/2014, Volume 141, pp. 37 - 45
Journal Article
Neurocomputing, ISSN 0925-2312, 01/2007
Journal Article
Journal Article
Atmospheric Environment, ISSN 1352-2310, 2006, Volume 40, Issue 32, pp. 6173 - 6180
This paper deals with tropospheric ozone modelling by using Artificial Neural Networks (ANNs). In this study, ambient ozone concentrations are estimated using... 
Ozone | Sensitivity analysis | Artificial neural networks | Forecasting models | artificial neural networks | ENVIRONMENTAL SCIENCES | sensitivity analysis | URBAN | forecasting models | METEOROLOGY & ATMOSPHERIC SCIENCES | ozone | Air pollution | Micropollutants | Neural networks | Analysis | Automotive emissions
Journal Article
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