公开(公告)号：US07426497B2

公开(公告)日：2008-09-16

申请号：US10931305

申请日：2004-08-31

申请人： Ana Sultana Bacioiu ,  David Michael Sauntry ,  James Scott Boyle ,  Leon Chih Wen Wong ,  Peter F. Leonard ,  Raman Chandrasekar

发明人： Ana Sultana Bacioiu ,  David Michael Sauntry ,  James Scott Boyle ,  Leon Chih Wen Wong ,  Peter F. Leonard ,  Raman Chandrasekar

IPC分类号： G06N5/00

CPC分类号： G06K9/6267 ,  G06K9/6262 ,  G06N3/08 ,  G06N99/005

摘要： A human assisted method of debugging training data used to train a machine learning classifier is provided. The method includes obtaining a classifier training data set. The training data set is then debugged using an integrated debugging tool configured to implement a debugging loop to obtain a debugged data set. The debugging tool can be configured to perform an estimation and simplification step to reduce data noise in the training data set prior to further analysis. The debugging tool also runs a panel of prediction-centric diagnostic metrics on the training data set, and provides the user prediction based listings of the results of the panel of prediction-centric diagnostic metrics.

摘要翻译： 提供了一种用于训练机器学习分类器的训练数据的人工辅助方法。 该方法包括获得分类器训练数据集。 然后使用集成调试工具对训练数据集进行调试，该调试工具被配置为实现调试循环以获得调试数据集。 调试工具可以被配置为执行估计和简化步骤，以在进一步分析之前减少训练数据集中的数据噪声。 调试工具还对训练数据集运行一组以预测为中心的诊断指标，并提供以预测为中心的诊断指标面板的用户预测基准。

公开(公告)号：US07636753B2

公开(公告)日：2009-12-22

申请号：US10974500

申请日：2004-10-27

申请人： Leon Chih Wen Wong ,  Sudhanshu M. Aggarwal ,  Peter L. Beebee

发明人： Leon Chih Wen Wong ,  Sudhanshu M. Aggarwal ,  Peter L. Beebee

IPC分类号： G06F15/16

CPC分类号： H04L63/105 ,  G06F21/6218 ,  G06F2221/2141 ,  H04L51/04 ,  H04L67/24

摘要： Methods and systems are described for controlling access to presence information using a plurality of different access permission types. Presence information is maintained over a computer network and describes availability of computers and associated users over that network. For example, instant messaging applications often involve maintaining presence information. Users control access to presence information using a number of different access permission types such as the right to view accurate presence information, the right to view any presence information, or the right to act on accessed presence information. By using several different access permission types, the present invention enables finer control over access to presence information.

摘要翻译： 描述了使用多个不同的访问许可类型来控制对存在信息的访问的方法和系统。 存在信息通过计算机网络进行维护，并通过该网络描述计算机和关联用户的可用性。 例如，即时消息应用程序通常涉及维护存在信息。 用户使用许多不同的访问许可类型控制对存在信息的访问，例如查看准确存在信息的权限，查看任何存在信息的权限，或对访问的存在信息采取行动的权利。 通过使用几种不同的访问许可类型，本发明能够更好地控制对存在信息的访问。

公开(公告)号：US08635103B1

公开(公告)日：2014-01-21

申请号：US12046200

申请日：2008-03-11

申请人： Gregory S. West ,  Leon Chih Wen Wong ,  Matthew C. Cary

发明人： Gregory S. West ,  Leon Chih Wen Wong ,  Matthew C. Cary

IPC分类号： G06Q40/00

CPC分类号： G06Q30/08 ,  G06Q30/0241

摘要： Methods, systems, and apparatus, including computer program products, in which one or more webpages are identified based on one or more signals associated with an advertisement, a content of each of the webpages, and a property associated with the advertisement, and a performance measure is determined for the advertisement for each of the webpages. An auction score is calculated for the advertisement for each of the webpages based on the performance measure and a bid associated with the advertisement.

摘要翻译： 方法，系统和装置，包括计算机程序产品，其中基于与广告相关联的一个或多个信号来识别一个或多个网页，每个网页的内容以及与广告相关联的属性，以及表演 确定每个网页的广告的度量。 针对每个网页的广告，根据绩效衡量标准和与广告相关联的出价计算拍卖分数。

公开(公告)号：US07987233B1

公开(公告)日：2011-07-26

申请号：US10642127

申请日：2003-08-15

申请人： Robert John Osborne ,  Ling-Cheung Aaron Lo ,  Ajay P. Chitturi ,  Leon Chih Wen Wong ,  David J. Simons ,  Vishal Thakkar ,  Rakesh Tangirala

发明人： Robert John Osborne ,  Ling-Cheung Aaron Lo ,  Ajay P. Chitturi ,  Leon Chih Wen Wong ,  David J. Simons ,  Vishal Thakkar ,  Rakesh Tangirala

IPC分类号： G06F15/16

CPC分类号： H04N7/15 ,  H04L65/1006 ,  H04L65/1043 ,  H04L65/4046

摘要： A system and methods for facilitating multiparty communications sessions with a plurality of participants and for dynamically designating a communications session manager. More particularly, a system and methods, including protocols, for: establishing a multiparty communications session between a plurality of participants and their respective communication devices in a full-mesh topology; establishing a dynamically designated session manager uniquely associated with a first participant of the multiparty session and, hence, such participant's communication device; as necessary, adding and removing participants and their respective communication devices from the multiparty communications session; and, designating, or electing, another participant as session manager when the first participant exits the multiparty communications session. The methods also enable participants to maintain consistent lists of session participants and establish peer to peer communication links between the participants.

摘要翻译： 一种用于促进与多个参与者的多方通信会话并用于动态地指定通信会话管理器的系统和方法。 更具体地说，一种包括协议的系统和方法，用于：在全网状拓扑中，在多个参与者和它们各自的通信设备之间建立多方通信会话; 建立与多方会话的第一参与者唯一相关联的动态指定会话管理，并且因此建立该参与者的通信设备; 根据需要，从多方通信会话中添加和删除参与者及其各自的通信设备; 并且当第一参与者退出多方通信会话时，指定或选举另一参与者作为会话管理器。 这些方法还使参与者能够保持一致的会话参与者列表，并建立参与者之间的对等通信链路。