Genome Informatics 13: 51–A Comparative Study on Feature Selection and Classification Methods Using Gene Expression Profiles

Source URL: www.jsbi.org

• Machine learning
• Artificial intelligence
• Learning
• Statistical classification
• Search algorithms
• Model selection
• Ensemble learning
• Support vector machine
• K-nearest neighbors algorithm
• Feature selection
• Pattern recognition
• Polynomial kernel

A User’s Guide to Support Vector Machines Asa Ben-Hur Department of Computer Science Colorado State University Jason Weston

Source URL: pyml.sourceforge.net

• Statistical classification
• Support vector machine
• Linear classifier
• Kernel method
• Polynomial kernel
• Margin classifier
• Perceptron
• Linear separability
• Decision boundary
• Kernel
• Vector space
• Positive-definite kernel

ASYMPTOTICALLY FAST POLYNOMIAL MATRIX ALGORITHMS FOR MULTIVARIABLE SYSTEMS Claude-Pierre Jeannerod and Gilles Villard ´ CNRS, INRIA, Laboratoire LIP, Ecole normale sup´erieure de Lyon

Source URL: perso.ens-lyon.fr

• Linear algebra
• Polynomials
• Matrix theory
• Matrices
• Algebra
• Matrix
• Frobenius normal form
• Factorization
• Polynomial
• Determinant
• Characteristic polynomial
• Kernel

JMLR: Workshop and Conference Proceedings vol 40:1–17, 2015 Optimum Statistical Estimation with Strategic Data Sources Yang Cai∗ CAI @ CS . MCGILL . CA

Source URL: jmlr.org

• Statistics
• Estimation theory
• Econometrics
• Regression analysis
• Statistical theory
• Least squares
• Linear regression
• Polynomial regression
• Loss function
• Kernel regression
• Efficiency
• Mean squared error

A Kernel-Based Learning Approach to Ad Hoc Sensor Network Localization XUANLONG NGUYEN, MICHAEL I. JORDAN, and BRUNO SINOPOLI University of California, Berkeley We show that the coarse-grained and fine-grained localizat

Source URL: dept.stat.lsa.umich.edu

• Statistical classification
• Geostatistics
• Kernel method
• Support vector machine
• Positive-definite kernel
• Polynomial kernel
• Kernel
• Sensor
• Kernel perceptron
• 3D sound localization

Identification of Songbird Species in Field Recordings Hsiao-Yu Tung htung

Source URL: sfish0101.bitbucket.org

• Artificial intelligence
• Machine learning
• Learning
• Statistical classification
• Support vector machine
• K-nearest neighbors algorithm
• Classifier chains
• Multi-label classification
• Binary classification
• Boosting
• Deep learning
• Polynomial kernel

kernlab – An S4 Package for Kernel Methods in R Alexandros Karatzoglou Alex Smola Technische Universit¨

Source URL: mran.microsoft.com

• Machine learning
• Learning
• Statistics
• Statistical classification
• Nonparametric statistics
• Geostatistics
• Kernel method
• Multivariate statistics
• Support vector machine
• Radial basis function kernel
• Polynomial kernel
• Positive-definite kernel

Electric Guitar Pickups Recognition Warren Jonhow Lee and Yi-Chun Chen SVM with polynomial kernel, which is {1, x, x2, x3}, is also tested. The result is shown in following two plots. It illustrates that penalty does not

Source URL: cs229.stanford.edu

L1 NORMS OF PRODUCTS OF SINES JORDAN BELL Abstract. Product of sines. Summary of paper and motivate it. Partly a survey of Lp norms of trigonometric polynomials and exponential sums. There are no introductory surveys of

Source URL: individual.utoronto.ca

• Elementary mathematics
• Sine
• Fourier series
• Trigonometric functions
• Trigonometric polynomial
• Dirichlet kernel
• Periodic function
• Exponentiation
• Logarithm
• Mathematics
• Mathematical analysis
• Trigonometry

Journal of Machine Learning Research1490 Submitted 8/09; Revised 1/10; Published 4/10 Training and Testing Low-degree Polynomial Data Mappings via Linear SVM

Source URL: www.csie.ntu.edu.tw

• Statistical classification
• Abstract algebra
• Linear algebra
• Support vector machines
• Polynomial
• Kernel trick
• Vector space
• Least squares support vector machine
• Algebra
• Statistics
• Mathematics