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ISPRS Journal of Photogrammetry and Remote Sensing, ISSN 0924-2716, 2011, Volume 66, Issue 3, pp. 247 - 259
Journal Article
ACM Transactions on Information Systems (TOIS), ISSN 1046-8188, 02/2009, Volume 27, Issue 2, pp. 1 - 19
Our research examines a predictive machine learning approach for financial news articles analysis using several different textual representations: bag of... 
prediction | stock market | SVM | Stock market | Prediction
Journal Article
Molecular Psychiatry, ISSN 1359-4184, 06/2018, pp. 1 - 8
Identifying biomarkers in schizophrenia during the first episode without the confounding effects of treatment has been challenging. Leveraging these biomarkers... 
support vector machines | SVM
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2015, Volume 9240, pp. 147 - 165
Journal Article
Pattern Recognition Letters, ISSN 0167-8655, 2017
Magnetic Resonance Imaging (MRI) is a fast growing imaging tool for neurodiagnosis. The radiologists time is at a premium due to increase in patient studies... 
FLAIR | Tumor | SVM | MRI
Journal Article
Pattern Recognition, ISSN 0031-3203, 12/2016, Volume 60, pp. 921 - 935
Support Vector Machine is a desired method for classification of different types of data, but the main obstacle to using this method is the considerable... 
Hermite orthogonal polynomial kernel | Kernel function | Support Vector Machine (SVM) | Combined kernel | FEATURE-SELECTION | REGRESSION | REDUCTION | ALGORITHM | SVM | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | MOMENTS | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Solar Energy, ISSN 0038-092X, 12/2013, Volume 98, pp. 226 - 235
In this work, a new hybrid model for short-term power forecasting of a grid-connected photovoltaic plant is introduced. The new model combines two well-known... 
Photovoltaic systems | Hybrid SARIMA–SVM model | Produced power | SVM | SARIMA | Forecasting | Hybrid SARIMA-SVM model | SYSTEM | SUPPORT VECTOR REGRESSION | OUTPUT | ENERGY & FUELS | ARTIFICIAL NEURAL-NETWORK | PREDICTION | TIME-SERIES | Solar energy industry | Solar cells | Support vector machines | Databases | Photovoltaic cells | Mathematical models | Solar power generation | Power plants
Journal Article
Neurocomputing, ISSN 0925-2312, 08/2013, Volume 113, pp. 1 - 7
The binary tree support vector machine (SVM) algorithm is one of the mainstream algorithms for multi-class classification in the fields of pattern recognition... 
R-OAA-SVM | Multi-class classification | SVM | Binary tree | OAA-SVM | RECOGNITION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Analysis | Algorithms
Journal Article
Neural Networks, ISSN 0893-6080, 05/2014, Volume 53, pp. 95 - 108
Prior knowledge can be used to improve predictive performance of learning algorithms or reduce the amount of data required for training. The same goal is... 
Privileged information | Importance weighting | Prior knowledge | Weighted SVM | SVM | SV M
Journal Article
Indian Journal of Science and Technology, ISSN 0974-6846, 2016, Volume 9, Issue 30
Journal Article
IEEE Access, ISSN 2169-3536, 2017, Volume 5, pp. 25189 - 25195
Cervical cancer, as the fourth most common cause of death from cancer among women, has no symptoms in the early stage. There are few methods to diagnose... 
Support vector machines | Pregnancy | SVM-PCA | Biopsy | data-driven | SVM-RFE | SVM classification | Prediction algorithms | Cervical cancer | Principal component analysis | Data-driven
Journal Article
Molecular Informatics, ISSN 1868-1743, 2019, Volume 38, Issue 8-9, p. 1800119
Neonicotinoids are known to have high insecticidal potency, low mammalian toxicity and relatively tough activity for the development of resistance against... 
ANN | MLR | guadipyr | SVM | pharmacophore
Journal Article
Expert Systems With Applications, ISSN 0957-4174, 2010, Volume 37, Issue 9, pp. 6618 - 6628
Journal Article
Applied Soft Computing Journal, ISSN 1568-4946, 02/2015, Volume 27, pp. 313 - 321
The damage analysis of coastal structure is very much essential for better and safe design of the structure. In the past, several researchers have carried out... 
PSO–SVM | SVM | Berm breakwater | Non-reshaped | Damage level | PSO-SVM | SYSTEM | DESIGN | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | STABILITY | NEURAL-NETWORK | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Mathematical optimization
Journal Article
Pattern Recognition Letters, ISSN 0167-8655, 07/2017, Volume 93, pp. 13 - 22
Support Vector Machine (SVM) parameters such as kernel parameter and penalty parameter ( ) have a great impact on the complexity and accuracy of predicting... 
Swarm intelligent | Optimization algorithms | Bat algorithm (BA) | Parameter optimization | Support Vector Machine (SVM) | Classification | FEATURE-SELECTION | SVM | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Algorithms | Mathematical optimization | Analysis | Machine learning
Journal Article
Applied Soft Computing Journal, ISSN 1568-4946, 10/2018, Volume 71, pp. 213 - 225
In DNA microarray datasets, the number of genes are very large, typically in thousands while the number of samples are in hundreds. This raises the issue of... 
Support vector machine (SVM) | Particle swarm optimization | Gene selection (GS) | ANT COLONY OPTIMIZATION | ALGORITHM | CLASSIFICATION | FEATURE SUBSET-SELECTION | SVM | REDUNDANCY | ACO | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | RELEVANCE | HYBRID
Journal Article
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