AI术语

人工智能专业重要词汇表

1、A开头的词汇：

Artificial General Intelligence/AGI通用人工智能

Artificial Intelligence/AI人工智能

Association analysis关联分析

Attention mechanism注意力机制

Attribute conditional independence assumption属性条件独立性假设Attribute space属性空间

Attribute value属性值

Autoencoder自编码器

Automatic speech recognition自动语音识别

Automatic summarization自动摘要

Average gradient平均梯度

Average-Pooling平均池化

Accumulated error backpropagation累积误差逆传播

Activation Function激活函数

Adaptive Resonance Theory/ART自适应谐振理论

Addictive model加性学习

Adversarial Networks对抗网络

Affine Layer仿射层

Affinity matrix亲和矩阵

Agent代理/ 智能体

Algorithm算法

Alpha-beta pruningα-β剪枝

Anomaly detection异常检测

Approximation近似

Area Under ROC Curve／AUC R oc 曲线下面积

2、B开头的词汇

Backpropagation Through Time通过时间的反向传播Backpropagation/BP反向传播

Base learner基学习器

Base learning algorithm基学习算法

Batch Normalization/BN批量归一化

Bayes decision rule贝叶斯判定准则

Bayes Model Averaging／BMA贝叶斯模型平均

Bayes optimal classifier贝叶斯最优分类器

Bayesian decision theory贝叶斯决策论

Bayesian network贝叶斯网络

Between-class scatter matrix类间散度矩阵

Bias偏置/ 偏差

Bias-variance decomposition偏差-方差分解

Bias-Variance Dilemma偏差–方差困境

Bi-directional Long-Short Term Memory/Bi-LSTM双向长短期记忆Binary classification二分类

Binomial test二项检验

Bi-partition二分法

Boltzmann machine玻尔兹曼机

Bootstrap sampling自助采样法／可重复采样／有放回采样Bootstrapping自助法

Break-Event Point／BEP平衡点

3、C开头的词汇

Calibration校准

Cascade-Correlation级联相关

Categorical attribute离散属性

Class-conditional probability类条件概率

Classification and regression tree/CART分类与回归树Classifier分类器

Class-imbalance类别不平衡

Closed -form闭式

Cluster簇/类/集群

Cluster analysis聚类分析

Clustering聚类

Clustering ensemble聚类集成

Co-adapting共适应

Coding matrix编码矩阵

COLT国际学习理论会议

Committee-based learning基于委员会的学习

Competitive learning竞争型学习

Component learner组件学习器

Comprehensibility可解释性

Computation Cost计算成本

Computational Linguistics计算语言学

Computer vision计算机视觉

Concept drift概念漂移

Concept Learning System /CLS概念学习系统

Conditional entropy条件熵

Conditional mutual information条件互信息

Conditional Probability Table／CPT条件概率表Conditional random field/CRF条件随机场

Conditional risk条件风险

Confidence置信度

Confusion matrix混淆矩阵

Connection weight连接权

Connectionism连结主义

Consistency一致性／相合性

Contingency table列联表

Continuous attribute连续属性

Convergence收敛

Conversational agent会话智能体

Convex quadratic programming凸二次规划

Convexity凸性

Convolutional neural network/CNN卷积神经网络

Co-occurrence同现

Correlation coefficient相关系数

Cosine similarity余弦相似度

Cost curve成本曲线

Cost Function成本函数

Cost matrix成本矩阵

Cost-sensitive成本敏感

Cross entropy交叉熵

Cross validation交叉验证

Crowdsourcing众包

Curse of dimensionality维数灾难

Cut point截断点

Cutting plane algorithm割平面法

4、D开头的词汇

Data mining数据挖掘

Data set数据集

Decision Boundary决策边界

Decision stump决策树桩

Decision tree决策树／判定树

Deduction演绎

Deep Belief Network深度信念网络

Deep Convolutional Generative Adversarial Network/DCGAN深度卷积生成对抗网络Deep learning深度学习

Deep neural network/DNN深度神经网络

Deep Q-Learning深度Q 学习

Deep Q-Network深度Q 网络

Density estimation密度估计

Density-based clustering密度聚类

Differentiable neural computer可微分神经计算机

Dimensionality reduction algorithm降维算法

Directed edge有向边