Letter A
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
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
Letter B
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
Letter C
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
