Catálogo de publicaciones - libros
Intelligent Information Processing III: IFIP TC12 International Conference on Intelligent Information Processing (IIP 2006), September 20-23, Adelaide, Australia
Zhongzhi Shi ; K. Shimohara ; D. Feng (eds.)
En conferencia: 3º International Conference on Intelligent Information Processing (IIP) . Adelaide, SA, Australia . September 20, 2006 - September 23, 2006
Resumen/Descripción – provisto por la editorial
No disponible.
Palabras clave – provistas por la editorial
Theory of Computation; Artificial Intelligence (incl. Robotics); Simulation and Modeling
Disponibilidad
Institución detectada | Año de publicación | Navegá | Descargá | Solicitá |
---|---|---|---|---|
No detectada | 2007 | SpringerLink |
Información
Tipo de recurso:
libros
ISBN impreso
978-0-387-44639-4
ISBN electrónico
978-0-387-44641-7
Editor responsable
Springer Nature
País de edición
Reino Unido
Fecha de publicación
2007
Información sobre derechos de publicación
© International Federation for Information Processing 2007
Tabla de contenidos
Visual Clustering of Complex Network Based on Nonlinear Dimension Reduction
Jianyu Li; Shuzhong Yang
In this paper, we present a new visual clustering algorithm inspired by nonlinear dimension reduction technique: Isomap. The algorithm firstly defines a new graph distance between any two nodes in complex networks and then applies the distance matrix to Isomap and projects all nodes into a two dimensional plane, The experiments prove that the projected nodes emerge clear clustering property which is hidden in original complex networks and the distances between any two nodes reflect their close or distant relationships.
Palabras clave: complex network; visual clustering; Isomap; graph distance.
- Short Paper | Pp. 555-560
Reduced Attribute Oriented Handling of Inconsistency in Decision Generation
Yucai Feng; Wenhai Li; Zehua Lv
Due to the discarded attributes, the effectual condition classes of the decision rules are highly different. To provide a unified evaluative measure, the derivation of each rule is depicted by the reduced attributes with a layered manner. Therefore, the inconsistency is divided into two primary categories in terms of the reduced attributes. We introduce the notion of joint membership function wrt. the effectual joint attributes, and a classification method extended from the default decision generation framework is proposed to handle the inconsistency.
Palabras clave: reduced attributes; reduced layer; joint membership function; rough set.
- Short Paper | Pp. 561-568
Message Retrieval and Classification from Chat Room Servers Using Bayesian Networks
Debbie Zhang; Simeon Simoff; John Debenham
Chat rooms and newsgroup on the internet is a valuable, and often free of charge, source of information. In this paper, a design of smart chat room bots that automatically retrieve and filter on line messages is proposed. The design is based on internet technology and Bayesian Networks. Technical details of connecting to and retrieving data from web based chat room servers are presented. A Naive Bayesian network classifier is implemented using frequency of the keywords that mostly appear in the selecting messages as input features. A prototype of such a message classification system has been implemented. It has been trialed on detecting investment related messages from four Australian chat room sites.
Palabras clave: Information retrieval; Bayesian network; web mining.
- Short Paper | Pp. 569-574
Operational Semantics of the Seal Calculus
Zhang Jing; Zhang Li-Cui; Guo De-Gui
As a distributed process calculus with localities and mobility of computational entities, Seal calculus is playing an important role in expressing key features such as security and mobility of Internet programming directly. However, little implementation technique proposed for the calculus, partly due to the complication of mobile computation, which fusions three important techniques: concurrency, distribution and mobility at the same time. The abstract machine PSN for a distributed implementation of the Seal calculus is presented. In PSN the logical structure of a seal system and its physical distribution are separated which induces a more simple and clear implementation. Moreover, an operational semantics description of the Seat calculus based on PSN is given.
Palabras clave: Mobile computation; Seal Calculus; abstract machine; operational semantics.
- Short Paper | Pp. 575-580