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1. 发明申请

WO2014126576A2 CHURN PREDICTION IN A BROADBAND NETWORK 审中-公开
标题翻译：在宽带网络中预测
公开(公告)号：WO2014126576A2
公开(公告)日：2014-08-21
申请号：PCT/US2013/026236
申请日：2013-02-14
申请人： ADAPTIVE SPECTRUM AND SIGNAL ALIGNMENT, INC. , NOH, Jeonghun , LEE, Wooyul , AMDE, Manish , GINIS, George , KIM, Youngsik
发明人： NOH, Jeonghun , LEE, Wooyul , AMDE, Manish , GINIS, George , KIM, Youngsik
CPC分类号： H04L41/5064 , G06Q10/04 , H04L12/6418 , H04L41/0816 , H04L41/147 , H04L41/16
摘要： A churn predictor predicts whether a customer is likely to churn. The churn predictor is built and trained from data collected from multiple customers. The data can include static configuration data and dynamic measured data. A churn predictor builder generates multiple customer instances and processes the instances based on the collected data, and based on separating the instances into one or more training subsets. Based on the processing, the builder generates and saves a churn predictor. The churn predictor can access data for a customer and generate a customer instance for evaluation against the training data. The churn predictor processes the customer instance and generates a churn likelihood score. Based on a churn type, the churn predictor system can generate preventive action for the customer.
摘要翻译：流失预测器预测客户是否有可能流失。流失预测器是从多个客户收集的数据构建和训练的。数据可以包括静态配置数据和动态测量数据。流失预测器构建器基于收集的数据生成多个客户实例并处理实例，并且基于将实例分为一个或多个训练子集。基于处理，构建器生成并保存流失预测器。流失预测器可以访问客户的数据，并根据培训数据生成用于评估的客户实例。流失预测器处理客户实例并产生流失可能性分数。基于流失类型，流失预测系统可以为客户生成预防措施。

2. 发明申请

WO2014127051A1 CHURN PREDICTION IN A BROADBAND NETWORK 审中-公开
标题翻译：在宽带网络中进行预测
公开(公告)号：WO2014127051A1
公开(公告)日：2014-08-21
申请号：PCT/US2014/016118
申请日：2014-02-12
申请人： ADAPTIVE SPECTRUM AND SIGNAL ALIGNMENT, INC. , NOH, Jeonghun , LEE, Wooyul , AMDE, Manish , GINIS, George , KIM, Youngsik
发明人： NOH, Jeonghun , LEE, Wooyul , AMDE, Manish , GINIS, George , KIM, Youngsik
IPC分类号： G06F19/00
CPC分类号： H04L41/5064 , G06Q10/04 , H04L12/6418 , H04L41/0816 , H04L41/147 , H04L41/16
摘要： A churn predictor predicts whether a customer is likely to churn. The churn predictor is built and trained from data collected from multiple customers. The data can include static configuration data and dynamic measured data. A churn predictor builder generates multiple customer instances and processes the instances based on the collected data, and based on separating the instances into one or more training subsets. Based on the processing, the builder generates and saves a churn predictor. The churn predictor can access data for a customer and generate a customer instance for evaluation against the training data. The churn predictor processes the customer instance and generates a churn likelihood score. Based on a churn type, the churn predictor system can generate preventive action for the customer.
摘要翻译：
流失预测器预测客户是否可能流失。流失预测器是根据从多个客户收集的数据构建和培训的。数据可以包括静态配置数据和动态测量数据。客户流失预测器构建器生成多个客户实例，并基于所收集的数据并基于将这些实例分离为一个或多个训练子集来处理实例。基于处理，构建器生成并保存流失预测器。客户流失预测器可以访问客户的数据，并根据培训数据生成客户实例以进行评估。流失预测器处理客户实例并生成流失可能性分数。基于流失类型，流失预测器系统可以为客户生成预防措施。

3. 发明申请

WO2014077850A1 SYSTEMS, METHODS, AND APPARATUSES FOR OPTIMIZING DSL LINE CONFIGURATIONS AND PARAMETERS IN A DSL SYSTEM 审中-公开
标题翻译： DSL系统中优化DSL线路配置和参数的系统，方法和设备
公开(公告)号：WO2014077850A1
公开(公告)日：2014-05-22
申请号：PCT/US2012/065890
申请日：2012-11-19
申请人： ADAPTIVE SPECTRUM AND SIGNAL ALIGNMENT, INC. , AMDE, Manish , LEE, Wooyul , NOH, Jeonghun , GINIS, Georgios
发明人： AMDE, Manish , LEE, Wooyul , NOH, Jeonghun , GINIS, Georgios
IPC分类号： H04M11/06
CPC分类号： H04M3/2263 , H04L41/0816 , H04M3/2209 , H04M3/2227 , H04M11/062
摘要： In accordance with embodiments disclosed herein, there are provided apparatus, systems and methods for optimizing DSL line configurations and parameters in a DSL system. For example, such a system may include means for: interfacing to a currently operating Digital Subscriber Line ("DSL line") operating within a DSL system having a plurality of DSL lines operating therein; evaluating an active configuration of the currently operating DSL line by collecting operational data for the DSL line during operation of the DSL line; determining a plurality of candidate configurations for the currently operating DSL line, the plurality of candidate configurations being operationally compatible with the currently operating DSL line; selecting one of the sub-set of the plurality of candidate configurations as the selected configuration for the DSL line based on a preferred operational characteristic; and transitioning the currently operating DSL line from operating using the active configuration for the DSL line to operating using the selected configuration for the DSL line. Other related embodiments are disclosed.
摘要翻译：根据本文公开的实施例，提供了用于优化DSL系统中的DSL线路配置和参数的装置，系统和方法。例如，这样的系统可以包括用于：在具有在其中操作的多条DSL线路的DSL系统内操作的当前操作的数字用户线路（“DSL线路”）的接口; 通过在DSL线路的操作期间收集DSL线路的操作数据来评估当前操作的DSL线路的活动配置; 确定用于当前操作的DSL线路的多个候选配置，所述多个候选配置与当前操作的DSL线路可操作地兼容; 基于优选的操作特性，将所述多个候选配置的子集中的一个选择为所述DSL线路的所选配置; 并且将当前操作的DSL线路从使用DSL线路的活动配置的操作转换为使用所选DSL配置的配置。公开了其它相关实施例。

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