识别器

Experiments show that the method has some reference value in identifying abnormal operational state of air preheater.

结果表明，该方法对有效识别空预器异常工作状态具有一定的参考价值。

At the same time Mr. Jin offered lots of advice, for instance, he reminded of us making mode identification noticing character and choosing the proper class machine.

金老师在回答问题的同时还给了同学们很好的建议，比如他提醒做模式识别的同学要特别注意提取特征和恰当选择分类器。

This method must always be named that way, so that the test runner picks up the suite.

该方法必须总是这样命名，这样测试运行器才能够识别到该套件。

This paper studies the linear separability of Chinese characters through experiment and discusses the probability of applying linear classifier in Chinese character recognition.

本文通过实验研究了在汉字识别中应用线性分类器的可能性，考察了汉字之间的线性可分性。

Reduced interference distribution (Boan-Jordan Distribution), singular value abstraction and minimum distance classification is studied to recognize the signal.

本文研究了减小干扰分布时频分析方法以及奇异值特征提取方法，并对抽取的特征用最小距离分类器进行了识别。

We explored the single-trial estimation of P300 from channel Pz using support vector machine in three subjects, and gained a satisfied classification accuracy, which is 91.3%, 88.9% and 91.5% respectively. These results demonstrated the advantages of the inducing paradigm in constructing our mental speller.

本文利用支持向量机分类器对三名被试的脑电信号的载波成分进行了单次提取，特征数据来自通道Pz，以300ms~600ms时段的P300成分作为特征信号，对靶刺激的正确识别率分别为91.3%、88.9%和91.5%，证明了诱发模式的先进性，为系统的实现打下了基础。

At the same time, based on the energy characteristic of EMG signals, the points of motion start and stop were obtained to control the movement of powered prosthetic hands with the results of pattern recognition.

与此同时，利用 EMG 信号的能量特性，对各模式的起始和终止时刻进行界定，配合模式分类器的识别结果控制电动假手完成相应的动作。

Self-defence : Optional equipment includes RWR on nose and above tailplane; IR jammer (NATO 'Hot Brick') at rear of engine bay fairing; station-keeping light between ESM radome and jammer; chaff/flare dispensers; colour-coded identification flares.

自卫 ：选择装备包括机头和机尾套RWR对以上；红外干扰机在后海湾的发动机；站之间保持轻无害环境管理罩和干扰；箔条/照明弹投放器，彩色编码识别耀斑。

Feature extraction method and classification selection are crucial to ship target identification.

特征提取方法和分类器的选择是舰船目标识别的关键。

In this framework, image frame, audio and text are represented, which are the three modalities in video shots as data points by the 3rd-order tensor. Then a subspace embedding and dimension reduction method is proposed, which explicitly considers the manifold structure of the tensor space from temporal-sequenced associated co-occurring multimodal media data in video. It is called TensorShot approach. Transductive learning uses a large amount of unlabeled data together with the labeled data to build better classifiers. A transductive support tensor machines algorithm is proposed to train effective classifier. This algorithm preserves the intrinsic structure of the submanifold where tensorshots are sampled, and is also able to map out-of-sample data points directly. Moreover, the utilization of unlabeled data improves classification ability.

在此框架中，视频镜头首先被表示成由视频中所包含的文本、视觉和听觉等多模态数据构成的三阶张量；其次，基于此三阶张量表达及视频的时序关联共生特性设计了一种子空间嵌入降维方法，称为张量镜头；由于直推式学习从已知样本出发能对特定的未知样本进行学习和识别，最后在这个框架中提出了一种基于张量镜头的直推式支持张量机算法，它不仅保持了张量镜头所在的流形空间的本征结构，而且能够将训练集合外数据直接映射到流形子空间，同时充分利用未标记样本改善分类器的学习性能。

The split between the two groups can hardly be papered over.

这两个团体间的分歧难以掩饰。

This approach not only encourages a greater number of responses, but minimizes the likelihood of stale groupthink.

这种做法不仅鼓励了更多的反应，而且减少跟风的可能性。