Adaptive neural network clustering of web users

Computer

Volumn 37, Issue 4, 2004, Pages 34-40

  Rangarajan, Santosh K ^a,b   Phoha, Vir V ^a   Balagani, Kiran S ^a,c   Selmic, Rastko R ^a   Iyengar, S S ^d  

^a LOUISIANA TECH UNIVERSITY   (United States)

^b JACOBS ENGINEERING   (United States)

^c Anomaly Detection and Mitigation Lab

^d LOUISIANA STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE NEURAL NETWORK CLUSTERING; ADAPTIVE RESONANCE THEORY; BAYESIAN LEARNING; PREFETCHING;

ALGORITHMS; COMPUTER ARCHITECTURE; GRAPH THEORY; HTTP; SERVERS; WEBSITES; WORLD WIDE WEB;

NEURAL NETWORKS;

EID: 1942532237     PISSN: 00189162     EISSN: None     Source Type: Trade Journal    
DOI: 10.1109/MC.2004.1297299     Document Type: Article

References (7)

1. S.K. Rangarajan, Unsupervised Learning Techniques for Web Domain Clustering and Its Application for Prefetching, master's thesis, Louisiana Tech Univ., 2002.
2. B. Moore, "ART1 and Pattern Clustering," Proc. 1988 Connectionist Models Summer School, Morgan Kaufmann, 1998, pp. 174-185.
3. L.G. Heins and D.R. Tauritz, "Adaptive Resonance Theory (ART): An Introduction," internal report 95-35, Dept. of Computer Science, Leiden University, 1995; www.cs.brandeis.edu/~cs113/docs/other/heins_tauritz.pdf.
4. G.A. Carpenter and S. Grossberg, "A Massively Parallel Architecture for a Self-Organizing Neural Pattern Recognition Machine," Computer Vision, Graphics and Image Processing, vol. 37, 1987, pp. 54-115.
5. L. Fan, P. Cao, and Q. Jacobson, "Web Prefetching between Low-Bandwidth Clients and Proxies: Potential and Performance," Proc. Joint Int'l Conf. Measurement and Modeling of Computer Systems (Sigmetrics 99), ACM Press, 1999, pp. 178-187.
6. E.P. Markatos and C.E. Chronaki, "A Top-10 Approach to Prefetching on the Web," Proc. 8th Ann. Conf. Internet Society (INET 98), Internet Society, 1998; www.isoc.org/inet98/proceedings/.
7. T.S. Loon and V. Bharghavan, "Alleviating the Latency and Bandwidth problems in WWW Browsing," Proc. USENIX Symp. Internet Technologies and Systems (USITS 97), Usenix, 1997; www.usenix.org/publications/library/proceedings/usits97/tong.html.