Hugin ExpertHugin ExpertHugin ExpertHugin Expert
  • Products
    • HUGIN Development licenses
      • HUGIN Explorer
      • HUGIN Developer
      • HUGIN Educational
      • HUGIN Researcher
    • HUGIN Download Links
      • Download Links
    • HUGIN Deployment license
      • HUGIN OEM
    • Services
      • Training
      • Online Training
      • Consultancy
      • HUGIN Support Pack
    • HUGIN Products
      • HUGIN FiNDR
  • Solutions
    • BayesFraud
    • BayesAML
    • BayesCredit
  • Industry
  • Technology
  • Resources
  • About
    • COMPANY PROFILE
      • Team
      • Board
      • History
    • NEWS
      • News
      • Events
    • PARTNERS
      • Our partners
    • RESELLERS
      • Our resellers
    • CUSTOMERS
      • Customers
  • Contact

NEW Release – HUGIN v. 8.5

Anne-Mette Christensen 17 May, 2017

Today we are releasing a new version of the HUGIN software (v. 8.5)

The main new features of this release are support for adaptation of class parameters in Object-Oriented Bayesian Networks including Dynamic Bayesian Networks as a special case. HUGIN now supports parameter adaptation in network classes using either fractional update or Online Expectation-Maximization (EM). Previously, the parameter adaptation in case of Object-Oriented Bayesian Networks was performed in the tables of the run-time instance. Now the adaptation is performed in the network class tables. Furthermore, a new HUGIN Decision Engine Application Programming Interface for the Python programming language is introduced in this release.

HUGIN Graphical User Interface v. 8.5

The HUGIN Graphical User Interface has been improved with various new features. These include:

– Parameter adaptation in network classes using either fractional update or Online Expectation-Maximization (EM) including supporting functionality in the Data Frame window.

– In the Learning Wizard and the Structure Learning Wizard, it is now possible to specify an initial structure of the graph prior to running the greedy search-and-score structure learning algorithm.

– A new Distance Analysis dialog is introduced. This is a tool to compute the distance between the (conditional) probability tables defined in two different models over the same set of nodes. The tool supports Hellinger distance and weighted Hellinger distance as measures of the distance between the probability distributions of two models.

– The feature selection functionality of the Learning Wizard and the Structure Learning Wizard has been improved.

– It is now possible to copy state labels from a numeric node to all numeric nodes without a state label.

– Other minor improvements.

Finally, work has been done to improve the performance of the HUGIN Graphical User Interface.

HUGIN Decision Engine v. 8.5

The HUGIN Decision Engine has been extended with the following features:

– The HUGIN Decision Engine now supports two new methods for parameter adaptation in Object-Oriented Bayesian Networks including Dynamic Bayesian Networks as a special case.

– A new HUGIN Decision Engine Application Programming Interface for the Python programming language.

– Support for Visual Studio 2017

 

 

Products

  • HUGIN Developer
  • HUGIN Researcher
  • HUGIN Explorer
  • HUGIN Educational
  • HUGIN OEM

Solutions

  • BayesFraud
  • BayesAML
  • BayesCredit

Resources

  • Online Demos
  • Cases
  • Brochures
  • Whitepapers
  • Documentation
  • Download Links
  • Forum
  • 中文网站hugin.cn
  • Huginは (Japanese)

Newsletter

Sign up for the HUGIN EXPERT newsletter to receive latest news.

Sign Up Here
HUGIN EXPERT A/S | Gasværksvej 5 · DK-9000 Aalborg · DENMARK | + 45 96 55 07 90 | info@hugin.com | www.hugin.com
  • Products
    • HUGIN Development licenses
      • HUGIN Explorer
      • HUGIN Developer
      • HUGIN Educational
      • HUGIN Researcher
    • HUGIN Download Links
      • Download Links
    • HUGIN Deployment license
      • HUGIN OEM
    • Services
      • Training
      • Online Training
      • Consultancy
      • HUGIN Support Pack
    • HUGIN Products
      • HUGIN FiNDR
  • Solutions
    • BayesFraud
    • BayesAML
    • BayesCredit
  • Industry
  • Technology
  • Resources
  • About
    • COMPANY PROFILE
      • Team
      • Board
      • History
    • NEWS
      • News
      • Events
    • PARTNERS
      • Our partners
    • RESELLERS
      • Our resellers
    • CUSTOMERS
      • Customers
  • Contact
Hugin Expert