A tutorial on Artificial Intelligence
0.1
引言
第一卷 数学基础
第二卷 经典物理
第三卷 现代物理学
第四卷 计算机学
第五卷 信号处理
第六卷 人工智能
第七卷 雷达信号处理
第八卷 医学信号处理
第九卷 天文学
第十卷 应用实践
第十一卷 补充内容
名词术语
A tutorial on Artificial Intelligence
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索引
索引
A
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B
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C
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D
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E
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F
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G
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H
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I
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J
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K
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L
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M
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N
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O
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P
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Q
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R
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S
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T
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U
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W
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X
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Z
A
Alternating Direction Method of Multipliers
Alternating Optimization
Analog Signal Processing
Architecture
Astrodynamics
Augmented Lagrangian Method
Auto Correlation
Auto Correlation Function
Auto Correlation Matrix
Auto Covariance Matrix
Automatic Differentiation
Autoregressive Model
B
Banach Space
Basis Pursuit
Bayesian Linear Regression
Bayesian Regression
Biomechanics
C
CachedImage (C++ struct)
Celestial Mechanics
Characteristic Polynomial
Characteristic Subspace
Cholesky decomposition
,
[1]
Classical Mechanics
,
[1]
Classical Spectral Estimation
ClientInterface (C++ struct)
Compact Set
Compact Support
Compressive Sensing
Configuration Space
Confusion Matrix
Conjugate transpose
,
[1]
Continuous Wavelet Transform
Convolution
,
[1]
,
[2]
,
[3]
Crisp Set
,
[1]
Cross Compiling
Cross Correlation
Cross Correlation Function
Cross Correlation Matrix
Cross Covariance Matrix
Curriculum Learning
D
Daughter Wavelet
Deep Learning
Depression Angle
Diagonal Matrix
,
[1]
Dice Coefficient
Digital Signal Processing
Direct Sum
Direction Of Arrival
Discrete Cosine Transform
Discrete Wavelet Transform
DMIPS
Doolittle decomposition
,
[1]
Dual Problem
E
Electromagnetics
Elementary Transformation
Elementary transformation
Embedded Operating System
Embedded Real-time Operation System
Engineering Mechanics
Extreme Learning Machine
F
F-measure
Fast Iterative Shrinkage Thresholding Algorithm
Fluid Mechanics
Free Space
Fucoused Data
Full Rank Decomposition
,
[1]
Functional Analysis
,
[1]
Fuzzy Logic
Fuzzy Mathematics
Fuzzy Set
,
[1]
Fuzzy Subalgebra
Fuzzy System
,
[1]
G
Generalized eigenvalue problem
,
[1]
get_pixel (C++ function)
Givens transformation
,
[1]
GPU
Gram–Schmidt process
,
[1]
Grazing Angle
GUI
H
Hermitian matrix
,
[1]
Hilbert Space
Householder transformation
,
[1]
I
ill-conditioned
ill-posed
ImageInfo (C++ struct)
Incidence Angle
Independent Component Analysis
Indicator Function
Inner Product Space
Inner product space
Interactive Data Language
Invariant Subspace
Inverse Problem
Iterative Shrinkage Thresholding Algorithm
J
Jaccard Similarity Coefficient
K
Karush–Kuhn–Tucker
Kernel Space
L
Lagrange Multiplier
LaTex
,
[1]
Learned Compressive Sensing
Least Absolute Shrinkage and Selection Operator
Linear Combination
,
[1]
,
[2]
Linear Compressive Sensing
Linear Regression
Linear Representation
,
[1]
Linear Space
Linear Span
Linear Subspace
Linearly Dependent
,
[1]
Linearly Independent
,
[1]
Lower Triangular Matrix
,
[1]
M
Machine Learning
Magnetic Moment
Magnetic Resonance Imaging
Manifold Regularization
Markup Language
,
[1]
Matching Pursuit
Mechanics
Medical Imaging
Membership Degree
Membership Function
Membership Grade
Metric Space
Minimal Polynomial
MIPS
Modern Spectral Estimation
Mother Wavelet
Multiple Regression
Multiple Signal Classification
Multivariate Regression
N
Nanomechanics
Neural Network
Neuro Fuzzy
Newtonian Mechanics
Noise Subspace
Nolinear Signal Processing
,
[1]
Non-Homogeneous
,
[1]
Nonlinear Compressive Sensing
Nonlinear Regression
Nonparametric Regression
Nonparametric Spectral Estimation
Normal Matrix
,
[1]
Nuclear Magnetic Resonance Imaging
Null Space
Null Space Property
Numerical Differentiation
O
Obstacle Space
OpenCL
Orbital Inclination
Orthogonal Matching Pursuit
Orthogonal Matrix
,
[1]
Orthogonal transformation
,
[1]
Orthogonal Triangular Decomposition
,
[1]
P
Parametric Regression
Parametric Spectral Estimation
Path Planning
Permutation matrix
,
[1]
Phase History Data
Polarized Synthetic Aperture Radar
,
[1]
Polynomial Matrix
Positive-definite matrix
,
[1]
Precision
Predicted Positive Condition
Prime Number
Principal Component Analysis
Processing System
Programmable Logic
Projection Pursuit
Projection Pursuit Regression
Proper Subset
Pulse Repetition Interval
Q
Quantum Mechanics
Quantum Optics
R
Radar Cross Section
read_ceos_client (C++ function)
Real Time multi-tasking Operation System
Recall
Regression Analysis
Regularization
Restricted Isometry Property
Riemannian Space
Rough Set
,
[1]
S
Second Range Compression
Self-paced Learning
Series
,
[1]
Set
Short Time Fourier Transform
Signal Processing
,
[1]
Signal Subspace
Simple Regression
Sinc Interpolation
Singular Value
Singular Value Decomposition
,
[1]
Skew-Hermitian matrix
,
[1]
Skew-symmetric matrix
,
[1]
Solid Mechanics
Space
Sparse Signal Processing
,
[1]
Sparsity Regularization
Spectral decomposition
,
[1]
Spectral Estimation
Spectral Radius
Spin
Split Augmented Lagrangian Shrinkage Algorithm
Squint Angle
Statistical Signal Processing
Stream Multiprocessor
Stream Processor
Subordinate Norm
Subset
Support
Support Vector Machine
Symbolic Differentiation
Symmetric matrix
,
[1]
Symmetry transformation
,
[1]
Synthetic Aperture Radar
,
[1]
System of linear equations
,
[1]
T
Target Space
Thermodynamics
Thread Processor Cluster
Tikhonov Regularization
Time Frequency Analysis
Time Of Arrival
Topological Space
Total Variation
Total Variation Denoising
Total Variation Regularization
Triangular Decomposition
,
[1]
Triangular Matrix
,
[1]
U
Unfocused Data
Unit Lower Triangular Matrix
,
[1]
Unit Triangular Matrix
,
[1]
Unit Upper Triangular Matrix
,
[1]
Unitary Symmetry transformation
,
[1]
Unitary transformation
,
[1]
Upper Triangular Matrix
,
[1]
W
Wavelet
Wavelet Transform
Weighted Norm
Weighted Subspace
well-conditioned
well-posed
X
XADC
XDC
Xilinx Software Development Kit
Z
Zero Doppler Time