公开(公告)号：US09792404B2

公开(公告)日：2017-10-17

申请号：US14093520

申请日：2013-12-02

申请人： Charles C Zhou ,  Ying Zhao

发明人： Charles C Zhou ,  Ying Zhao

IPC分类号： G06F19/10 ,  G06F19/24 ,  G06F19/18 ,  G06F19/12

CPC分类号： G06F19/24 ,  G06F19/12 ,  G06F19/18

摘要： Methods and systems for knowledge pattern search and analysis for selecting microorganisms based on desired metabolic properties or biological behaviors are disclosed in various embodiments of the invention. In one embodiment of the invention, a computer-implemented method for selecting a purpose-specific microorganism first compiles microorganisms' profiles by linking each microorganism's methanogenic, hydrogenic, electrogenic, another metabolic property, and/or another biological behavior to genetic and chemical fingerprints of metabolic and energy-generating biological pathways. Then, based on the compiled profiles of the microorganisms, the computer-implemented method groups the microorganisms into pathway characteristics using machine-learning and pattern recognition performed on a computer system, and subsequently generates a prediction called “discovered characteristics” for a desired metabolic property or a desired biological behavior of at least one microorganism. Furthermore, a profile match score may be calculated to indicate usefulness of one or more microorganisms for renewable energy generation from biological waste materials or wastewater.

公开(公告)号：US09026373B2

公开(公告)日：2015-05-05

申请号：US13371469

申请日：2012-02-12

申请人： Charles C. Zhou ,  Ying Zhao

发明人： Charles C. Zhou ,  Ying Zhao

IPC分类号： G06F19/00 ,  G06F19/24 ,  G06F19/18

CPC分类号： G06F19/24 ,  G06F19/18

摘要： Methods and systems for knowledge pattern search and analysis for selecting microorganisms based on desired metabolic properties or biological behaviors are disclosed in various embodiments of the invention. In one embodiment of the invention, a computer-implemented method for selecting a purpose-specific microorganism first compiles microorganisms' profiles by linking each microorganism's methanogenic, hydrogenic, electrogenic, another metabolic property, and/or another biological behavior to genetic and chemical fingerprints of metabolic and energy-generating biological pathways. Then, based on the compiled profiles of the microorganisms, the computer-implemented method groups the microorganisms into pathway characteristics using machine-learning and pattern recognition performed on a computer system, and subsequently generates a prediction called “discovered characteristics” for a desired metabolic property or a desired biological behavior of at least one microorganism. Furthermore, a profile match score may be calculated to indicate usefulness of one or more microorganisms for renewable energy generation from biological waste materials or wastewater.

摘要翻译： 在本发明的各种实施例中公开了用于基于期望的代谢性质或生物学行为选择微生物的知识模式搜索和分析的方法和系统。 在本发明的一个实施方案中，用于选择目的特异性微生物的计算机实现的方法首先通过将每个微生物的产甲烷，氢，电，另一代谢性质和/或其他生物学行为与遗传和化学指纹 代谢和能量生成途径。 然后，基于微生物的编制概况，计算机实现的方法使用在计算机系统上执行的机器学习和模式识别将微生物组合成路径特征，并且随后产生称为“发现特征”的预期以获得期望的代谢性质 或至少一种微生物的所需生物学行为。 此外，可以计算轮廓匹配分数，以指示生物废物或废水中一种或多种微生物用于可再生能源产生的有用性。

公开(公告)号：US08903756B2

公开(公告)日：2014-12-02

申请号：US13283442

申请日：2011-10-27

申请人： Ying Zhao ,  Charles C. Zhou

发明人： Ying Zhao ,  Charles C. Zhou

IPC分类号： G06F17/00 ,  G06N5/04

CPC分类号： G06N5/043

摘要： One or more systems and methods for knowledge pattern search from networked agents are disclosed in various embodiments of the invention. A system and a related method can utilizes a knowledge pattern discovery process, which involves analyzing historical data, contextualizing, conceptualizing, clustering, and modeling of data to pattern and discover information of interest. This process may involve constructing a pattern-identifying model using a computer system by applying a context-concept-cluster (CCC) data analysis method, and visualizing that information using a computer system interface. In one embodiment of the invention, once the pattern-identifying model is constructed, the real-time data can be gathered using multiple learning agent devices, and then analyzed by the pattern-identifying model to identify various patterns for gains analysis and derivation of an anomalousness score. This system can be useful for knowledge discovery applications in various industries, including business, competitive intelligence, and academic research.

摘要翻译： 在本发明的各种实施例中公开了一种或多种用于来自联网代理的知识模式搜索的系统和方法。 系统和相关方法可以利用知识模式发现过程，其涉及分析历史数据，语境化，概念化，聚类和数据建模以模拟和发现感兴趣的信息。 该过程可以涉及使用计算机系统通过应用上下文概念集群（CCC）数据分析方法来构建模式识别模型，并且使用计算机系统接口来可视化该信息。 在本发明的一个实施例中，一旦构建了模式识别模型，就可以使用多个学习代理设备来收集实时数据，然后通过模式识别模型进行分析，以识别用于增益分析和导出的各种模式 异常评分 该系统可用于各行业的知识发现应用，包括业务，竞争情报和学术研究。

公开(公告)号：US09323837B2

公开(公告)日：2016-04-26

申请号：US13204713

申请日：2011-08-07

申请人： Ying Zhao ,  Charles C. Zhou ,  Chetan Kotak

发明人： Ying Zhao ,  Charles C. Zhou ,  Chetan Kotak

IPC分类号： G06F17/30

CPC分类号： G06F17/30702

摘要： The present invention discloses various embodiments of multiple domain anomaly detection systems and methods. In one embodiment of the invention, a multiple domain anomaly detection system uses a generic learning procedure per domain to create a “normal data profile” for each domain based on observation of data per domain, wherein the normal data profile for each domain can be used to determine and compute domain-specific anomaly data per domain. Then, domain-specific anomaly data per domain can be analyzed together in a cross-domain fusion data analysis using one or more fusion rules. The fusion rules may involve comparison of domain-specific anomaly data from multiple domains to derive a multiple-domain anomaly score meter for a particular cross-domain analysis task. The multiple domain anomaly detection system and its related method may also utilize domain-specific anomaly indicators of each domain to derive a cross-domain anomaly indicator using the fusion rules.

摘要翻译： 本发明公开了多域异常检测系统和方法的各种实施例。 在本发明的一个实施例中，多域异常检测系统使用每个域的通用学习过程，基于每个域的数据观察为每个域创建“正常数据简档”，其中可以使用每个域的正常数据简档 确定和计算每个域的特定于异常的数据。 然后，可以在使用一个或多个融合规则的跨域融合数据分析中一起分析每个域的域特异性异常数据。 融合规则可能涉及到来自多个域的域特异性异常数据的比较，以导出用于特定跨域分析任务的多域异常得分计。 多域异常检测系统及其相关方法还可以利用每个域的域特异性异常指标，使用融合规则导出跨域异常指标。

公开(公告)号：US20120041901A1

公开(公告)日：2012-02-16

申请号：US13283442

申请日：2011-10-27

申请人： Ying Zhao ,  Charles C. Zhou

发明人： Ying Zhao ,  Charles C. Zhou

IPC分类号： G06F15/18

CPC分类号： G06N5/043

摘要： One or more systems and methods for knowledge pattern search from networked agents are disclosed in various embodiments of the invention. A system and a related method can utilizes a knowledge pattern discovery process, which involves analyzing historical data, contextualizing, conceptualizing, clustering, and modeling of data to pattern and discover information of interest. This process may involve constructing a pattern-identifying model using a computer system by applying a context-concept-cluster (CCC) data analysis method, and visualizing that information using a computer system interface. In one embodiment of the invention, once the pattern-identifying model is constructed, the real-time data can be gathered using multiple learning agent devices, and then analyzed by the pattern-identifying model to identify various patterns for gains analysis and derivation of an anomalousness score. This system can be useful for knowledge discovery applications in various industries, including business, competitive intelligence, and academic research.

摘要翻译： 在本发明的各种实施例中公开了一种或多种用于来自联网代理的知识模式搜索的系统和方法。 系统和相关方法可以利用知识模式发现过程，其涉及分析历史数据，语境化，概念化，聚类和数据建模以模拟和发现感兴趣的信息。 该过程可以涉及使用计算机系统通过应用上下文概念集群（CCC）数据分析方法来构建模式识别模型，并且使用计算机系统接口来可视化该信息。 在本发明的一个实施例中，一旦构建了模式识别模型，就可以使用多个学习代理设备来收集实时数据，然后通过模式识别模型进行分析，以识别用于增益分析和导出的各种模式 异常评分 该系统可用于各行业的知识发现应用，包括业务，竞争情报和学术研究。

公开(公告)号：US09600898B2

公开(公告)日：2017-03-21

申请号：US14918680

申请日：2015-10-21

申请人： Liyan Liu ,  Ying Zhao

发明人： Liyan Liu ,  Ying Zhao

IPC分类号： G06K9/34 ,  G06T7/20 ,  G06T7/00

CPC分类号： G06T7/174 ,  G06T7/194 ,  G06T7/215 ,  G06T2207/10028

摘要： A method and an apparatus for separating a foreground image are disclosed. The method includes obtaining an input image and depth information of the input image; roughly dividing the input image to obtain a rough foreground region based on the depth information of the input image; obtaining motion information of the input image, and generating a three-color image from the rough foreground region based on the motion information; and separating the foreground image from the generated three-color image. According to the method, the three-color image is generated based on the depth information and the motion information, thus a foreground object can be accurately separated from the three-color image.

公开(公告)号：US09443628B2

公开(公告)日：2016-09-13

申请号：US14360549

申请日：2011-11-25

申请人： Ying Zhao ,  Laixi Huang ,  Yucai Ye ,  Ge Gao ,  Yongdong Ye ,  Caiyuan Deng ,  Zhigang Zhang ,  Jianchun Yuan

发明人： Ying Zhao ,  Laixi Huang ,  Yucai Ye ,  Ge Gao ,  Yongdong Ye ,  Caiyuan Deng ,  Zhigang Zhang ,  Jianchun Yuan

IPC分类号： G21F3/03 ,  G21F9/16 ,  G21F9/30 ,  B09B3/00 ,  C04B28/02 ,  C04B7/34 ,  C04B24/26 ,  C04B111/00

CPC分类号： G21F9/304 ,  B09B3/0025 ,  B09B3/0041 ,  C04B7/34 ,  C04B24/26 ,  C04B24/2641 ,  C04B28/02 ,  C04B2111/00767 ,  G21F9/165 ,  Y02W30/91 ,  C04B12/04 ,  C04B18/0463 ,  C04B22/0093 ,  C04B22/062 ,  C04B22/10 ,  C04B24/2647

摘要： A cement curing formulation and curing method for high-level radioactive boron waste resins from a nuclear reactor. The curing formulation comprises the following raw materials: cement, lime, water, curing aids and additives. The curing method comprises: (1) weighing the raw materials and the high-level radioactive boron waste resins, and adding lime into a curing container; (2) then adding the high-level radioactive boron waste resins; (3) feeding other raw materials under stirring; (4) adding the cement and supplementing water depending on the moisture state of the cement, and stirring until uniform; and (5) standing and maintaining after stirring until uniform. The curing formulation has the features of a high curing containment rate, high strength of the cured body, better water resistance, better freeze-thaw resistance, and low radioactive leakage.

摘要翻译： 来自核反应堆的高级放射性硼废树脂的水泥固化配方和固化方法。 固化配方包括以下原料：水泥，石灰，水，固化助剂和添加剂。 固化方法包括：（1）称量原料和高放射性硼废树脂，并在固化容器中加入石灰; （2）然后加入高放射性硼废树脂; （3）搅拌喂养其他原料; （4）根据水泥的水分状况加水泥和补水，搅拌至均匀; 和（5）搅拌后立即保持均匀。 固化剂具有固化速度快，固化体强度高，耐水性好，抗冻融性好，放射性低的特点。

公开(公告)号：US09123350B2

公开(公告)日：2015-09-01

申请号：US12097198

申请日：2005-12-14

申请人： Ying Zhao

发明人： Ying Zhao

IPC分类号： G10L21/00 ,  G10L25/00 ,  G10L25/78 ,  G10L25/18 ,  G10L25/51 ,  G10L15/02 ,  G10L19/022

CPC分类号： G10L25/78 ,  G10H2240/051 ,  G10H2250/225 ,  G10H2250/235 ,  G10L15/02 ,  G10L19/022 ,  G10L25/18 ,  G10L25/51

摘要： A method and system for extracting audio features from an encoded bitstream for audio classification. The method comprises partially decoding the encoded bitstream; obtaining uniform window block size spectral coefficients of the encoded bitstream; and extracting audio features based on the uniform window block spectral coefficients.

摘要翻译： 一种用于从用于音频分类的编码比特流中提取音频特征的方法和系统。 该方法包括对编码的比特流进行部分解码; 获得编码比特流的统一的窗口块大小的频谱系数; 并基于统一的窗口块频谱系数提取音频特征。

公开(公告)号：US06388755B1

公开(公告)日：2002-05-14

申请号：US09441285

申请日：1999-11-16

申请人： Ying Zhao ,  Yong-Sheng Chao

发明人： Ying Zhao ,  Yong-Sheng Chao

IPC分类号： G01B1114

CPC分类号： G01B11/002

摘要： An apparatus and method for wirelessly determining position and orientation of a first object relative to a second object in six dimensions, including one or more recording assemblies and one or more identification-coded or orientation-coded optical transponders. The positions of the recording assemblies are fixed relative to the first object and the transponders are fixed relative to the second object. A light source in each recording assembly emits light into space that is received, modulated, and retransmitted back by each transponder to a photodetector assembly in the recording assembly. The identification-coded optical transponder modulates the retransmitted light with a unique fixed code. The orientation-coded optical transponder modulates the retransmitted light with a unique fixed code that depends upon the direction of the incident light. The photodetector assemblies provide one or two independent position parameters for each transponder and two independent orientation parameters for each orientation-coded transponder. The system includes a combination of recording assemblies and transponders that provides at least six independent measured parameters.

摘要翻译： 一种用于在六维中无线地确定第一物体相对于第二物体的位置和取向的装置和方法，包括一个或多个记录组件和一个或多个识别编码或取向编码的光学转发器。 记录组件的位置相对于第一物体固定，并且应答器相对于第二物体固定。 每个记录组件中的光源将光发射到空间中，该空间被每个应答器接收，调制和再发送回记录组件中的光电检测器组件。 识别编码的光转发器用唯一的固定码调制重发光。 定向编码的光转发器利用取决于入射光的方向的唯一固定码来调制重发光。 光电检测器组件为每个转发器提供一个或两个独立的位置参数，并为每个定向编码的应答器提供两个独立的取向参数。 该系统包括提供至少六个独立测量参数的记录组件和转发器的组合。

公开(公告)号：US06295171B1

公开(公告)日：2001-09-25

申请号：US09737506

申请日：2000-12-15

申请人： Yong-Sheng Chao ,  Ying Zhao

发明人： Yong-Sheng Chao ,  Ying Zhao

IPC分类号： G02B702

CPC分类号： G02B26/0875

摘要： A light beam deflector comprises an initial beam deflector that imparts a small initial deflection, and a beam deflection amplifier that increases the initial small deflection by a multiplication factor. There are five embodiments of the initial beam deflector. The first four use a pair of lenses and a piezoelectric actuator affixed to one lens. When the parallel lens axes are separated by a distance, the incident light beam will be deflected by a small angle, typically up to about 5°. The fifth embodiment comprises a mirror affixed to a piezoelectric actuator, which tilts the mirror. The beam deflection amplifier has five embodiments. The first is a Keplerian telescope lens first stage and a negative lens system second stage. The first is a Galilean telescope lens first stage and a negative lens system second stage. The third embodiment is either a Keplerian or Galilean telescope lens alone. The fourth embodiment replaces the single second lens of the first stage with a compound lens system. The fifth embodiment uses a special sphere lens alone.

摘要翻译： 光束偏转器包括赋予小的初始偏转的初始光束偏转器和通过倍增因子增加初始小偏转的光束偏转放大器。 初始光束偏转器有五个实施例。 前四个使用一对透镜和一个固定在一个透镜上的压电致动器。 当平行透镜轴分开一段距离时，入射光束将被偏转一小角度，通常高达约5°。 第五实施例包括一个固定在压电致动器上的镜子，它使镜子倾斜。 光束偏转放大器具有五个实​​施例。 第一个是开普勒式望远镜第一阶段和负透镜系统第二阶段。 第一个是伽利略望远镜第一阶段和负透镜系统第二阶段。 第三个实施例是单独的开普勒或伽利略望远镜。 第四实施例用复合透镜系统代替第一级的单个第二透镜。 第五实施例仅使用特殊的球面透镜。