[...]... by (ii) the ratio ∑ a of total traffic demand, w∈W w to the arc capacity Ba for carrying originating, terminating and transit traffic via arc a In case of OC-12, OC-3 and DS-3 based WANs or MANs, the switches normally have enough switching capacity to support transmission across the link interfaces In these cases, the node capacities are fixed at higher levels to make link capacity constraints more... Idea Group Inc is prohibited A Data Mining Driven Approach  based on textual content-based analysis such as indicative keywords detection or manually collected black list checking, the originality of our work resides on the addition of structural and visual content-based analysis to the classical textual content-based analysis along with several major -data mining techniques for learning and classifying... textual and structural content-based analysis are used, and 97.4% classification accuracy rate when skin color-related visual content-based analysis is driven in addition Further experiments on a black list of 12,311 adult Web sites manually collected and classified by the French Ministry of Education showed that WebGuard scored 87.82% classification accuracy rate when using only textual and structural... content-based analysis, and 95.62% classification accuracy rate when the visual content-based analysis is driven in addition Based on a supervised classification with several data mining algorithms, the basic framework of WebGuard can apply to other categorization problems of Web sites combining, as most of them today, textual and visual content The remainder of this chapter is organized as follows... survivable WANs References Agarwal, Y.K (1989, May/June) An algorithm for designing survivable networks AT&T Technical Journal, 64-76 Amiri, A. , & Pirkul, H (1996) Primary and secondary route selection in backbone communication networks European Journal of Operations Research, 93, 98-109 Balakrishnan, A. , Magnanti, T., & Mirchandani, P (1998) Designing hierarchical survivable networks Operations Research, ... manually collected and classified by the French Ministry of Education showed that WebGuard scored 87.82% classification accuracy rate when using only textual and structural content-based analysis, and 95.62% classification accuracy rate when the visual content-based analysis is driven in addition The basic framework of WebGuard can apply to other categorization problems of Web sites which combine, as... test dataset and assessment criterion then overview related work The design principle together with MYL learning dataset and overall architecture of WebGuard are presented in the following section The various features resulted from textual and structural analysis of a Web page and their classification performance when these features are used on MYL test dataset are described in the section afterwards... instance as given in Table 2 The problem generation procedure generates 6, 10, and 15 node problem instances having 15, 45, and 105 y-variables The route generation algorithm generates 20 route pairs for each traffic commodity and thus generates 60, 1800, and 4200 x-variables respectively Nodes are randomly generated on a unit square Since SONET and DS-3 based networks are either Wide Area Networks (WANs)... branch -and- bound techniques Agarwal considered only link capacity constraints and the survivability is provided Design of multitier survivable networks has been studied by Balakrishnan, Magnanti, and Mirchandani (1998) Grotschel, Monma, and Stoer (1992) looked at the problem of providing two-node disjoint paths to certain special nodes in a fiber network and used cutting planes algorithms and graph-theoretic... these fast moving fields If you have any feedback or suggestions, please contact me via e-mail at j.gutierrez@auckland.ac.nz Jairo A Gutiérrez, Editor xi x Section I: Network Design and Application Issues x Design of High Capacity Survivable Networks  Chapter.I Design.of.High.Capacity Survivable.Networks Varadharajan Sridhar, Management Development Institute, Gurgaon, India June Park, Samsung SDS . Agustinus Borgy Waluyo, Monash University, Australia David Taniar, Monash University, Australia Bala Srinivasan, Monash University, Australia Chapter VIII Data Caching in a Mobile Database Environment. data caching in a mobile database environment. Say Ying Lim, David Taniar, and Bala Srinivasan explore the different types of possible cache management strategies in their chapter, Data Caching. Varadharajan Sridhar, Management Development Institute, Gurgaon, India June Park, Samsung SDS Company Ltd., Seoul, South Korea Chapter II A Data Mining Driven Approach for Web Classication and