Bayesian Networks Sample Clauses

Bayesian Networks. BNs are a type of probabilistic graphical models, which represent the conditional independence structure of a probabilistic model in the form of a parameterized directed acyclic graph [6]. The nodes represent random variables and the directed edges model the absence of probabilistic independences. The joint probability distribution of the graph is defined by the conditional probability of every node given their parents: n P (Y ) = P (Yi | π(Yi)) (1) { } where Y = Y0, Y1,..., Yn , and π(Xx) represent the parents of Xx in the graph. In the following, we will assume that each random variable is discrete. → → The independences between random variables given evidence can be read from the graph structure of the BNs, by means of a d-separation criterion. Con- sider for example the structure Y1 Y2 Y3. Without evidence, Y1 and Y3 are dependent; however, if there is evidence on Y2, then this ‘blocks’ the information between Y1 and Y3. Generally, two sets of nodes X and Y are d-separated by a set of nodes Z (X ⊥ Y | Z) if every path from X to Y is blocked given Z [6].
AutoNDA by SimpleDocs

Related to Bayesian Networks

  • Networks 1. Health plan provider networks must have a full range of primary care and specialist physicians with reasonable numbers of each in relationship to eligible State employees.

  • Mobile Wireless Services Any mobile wireless Telecommunications Service, including any commercial mobile radio service.

  • Network Services Preventive care: 100% coverage. Preventive services include, but are not restricted to routine physical exams, routine gynecological exams, routine hearing exams, routine eye exams, and immunizations. A $100 single and $200 family combined annual deductible will apply to lab/diagnostic testing after which 100% coverage will apply. A $50 copay will apply to CT and MRI scans.

  • Use of Verizon Telecommunications Services 2.1 Verizon Telecommunications Services may be purchased by Connectel under this Resale Attachment only for the purpose of resale by Connectel as a Telecommunications Carrier. Verizon Telecommunications Services to be purchased by Connectel for other purposes (including, but not limited to, Connectel’s own use) must be purchased by Connectel pursuant to other applicable Attachments to this Agreement (if any), or separate written agreements, including, but not limited to, applicable Verizon Tariffs.

  • Broadband Services Notwithstanding any other provision of the Amended Agreement (but subject to and without limiting Section 2 above and Section 4.4 below), when XO seeks access to a Hybrid Loop for the provision of "broadband services," as such term is defined by the FCC, then in accordance with 47 C.F.R. § 51.319(a) and the Arbitration Orders, Verizon shall provide XO with nondiscriminatory access under the Amended Agreement to the existing time division multiplexing features, functions, and capabilities of that Hybrid Loop, including DS1 or DS3 capacity (where impairment has been found to exist, which, for the avoidance of any doubt, does not include instances in which Verizon is not required to provide a DS1 Loop under Section 3.4.1 below or is not required to provide a DS3 Loop under Section 3.4.2 below) on an unbundled basis to establish a complete transmission path between the Verizon central office serving an end user and the end user's customer premises. This access shall include access to all features, functions, and capabilities of the Hybrid Loop that are not used to transmit packetized information.

  • Special Service networks The following services must be received from special service network providers in order to be covered. All terms and conditions outlined in the Summary of Benefits apply.

  • Availability of Verizon Telecommunications Services 3.1 Verizon will provide a Verizon Telecommunications Service to PCS for resale pursuant to this Attachment where and to the same extent, but only where and to the same extent, that such Verizon Telecommunications Service is provided to Verizon’s Customers.

  • NON-NETWORK PROVIDER is a provider that has not entered into a contract with us or any other Blue Cross and Blue Shield plan. For pediatric dental care services, non-network provider is a dentist that has not entered into a contract with us or does not participate in the Dental Coast to Coast Network. For pediatric vision hardware services, a non-network provider is a provider that has not entered into a contract with EyeMed, our vision care service manager.

  • Out-of-Network Services We Cover the services of Non-Participating Providers. See the Schedule of Benefits section of this Contract for the Non-Participating Provider services that are Covered. In any case where benefits are limited to a certain number of days or visits, such limits apply in the aggregate to in-network and out-of-network services.

  • Network PHARMACY is a retail, mail order or specialty pharmacy that has a contract to accept our pharmacy allowance for prescription drugs and diabetic equipment or supplies covered under this plan. NETWORK PROVIDER is a provider that has entered into a contract with us or other Blue Cross and Blue Shield plans. For pediatric dental care services, network provider is a dentist that has entered into a contract with us or participates in the Dental Coast to Coast Network. For pediatric vision hardware services, a network provider is a provider that has entered into a contract with EyeMed, our vision care service manager.

Time is Money Join Law Insider Premium to draft better contracts faster.