{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T05:30:10Z","timestamp":1725514210657},"publisher-location":"Berlin, Heidelberg","reference-count":39,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540782926"},{"type":"electronic","value":"9783540782933"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2008]]},"DOI":"10.1007\/978-3-540-78293-3_16","type":"book-chapter","created":{"date-parts":[[2008,5,27]],"date-time":"2008-05-27T02:29:39Z","timestamp":1211855379000},"page":"689-714","source":"Crossref","is-referenced-by-count":2,"title":["Data Mining in QoS-Aware Media Grids"],"prefix":"10.1007","author":[{"given":"Xiuju","family":"Fu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaorong","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lipo","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David","family":"Ong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stephen John","family":"Turner","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"16_CR1_16","doi-asserted-by":"publisher","first-page":"914","DOI":"10.1109\/69.250074","volume":"5","author":"R Agrawal","year":"1993","unstructured":"Agrawal R, Imielinski T, Swami A 1993 Database mining: a performance perspective. IEEE Trans. Knowledge and Data Engineering, 5: 914-925.","journal-title":"IEEE Trans. Knowledge and Data Engineering"},{"issue":"4","key":"16_CR2_16","doi-asserted-by":"publisher","first-page":"337","DOI":"10.1002\/ett.4460080407","volume":"8","author":"PG An de Haar","year":"1997","unstructured":"An de Haar PG, Schoenmakers AF, Eilley ES, Tedd DN, Tickell SA, Lloyd PR, Badham M, O\u2019brien S, Poole R, Sampson P, Harding J, Simula T, Varonen T, Sauvala S 1997 DIAMOND project: video-on-demand system and trials. European Trans. Telecommunications, 8(4): 337-244.","journal-title":"Telecommunications"},{"key":"16_CR3_16","unstructured":"Apostolopoulos JG, Tan W-T, Wee SJ (2002) Video Streaming: Concepts, Algorithms, and Systems. Hewlett-Packard White paper (available online at http:\/\/www.hpl.hp.com\/techreports\/2002\/HPL-2002-260.html - last accessed 6 September, 2006)."},{"key":"16_CR4_16","unstructured":"Berry MJA, Gordon SL (2000) Mastering Data Mining: The Art and Science of Customer Relationship Management. Wiley, New York, NY. 5.Biomedical Informatics Research Network(BIRN)(available online at http:\/\/www.birn.net - last accessed 6 September, 2006). 6.Bishop CM (1995) Neural Networks for Pattern Recognition. Oxford University Press, New York, NY."},{"issue":"3","key":"16_CR5_16","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1109\/2.33","volume":"21","author":"GA Carpenter","year":"1988","unstructured":"Carpenter GA and Grossberg S 1988 The ART of adaptive pattern recognition by a self-organizing neural network. Computer, 21(3): 77-88.","journal-title":"Computer"},{"key":"16_CR6_16","doi-asserted-by":"publisher","DOI":"10.1007\/1-84628-339-6","volume-title":"Grid Computing: Software Environments and Tools","author":"JC Cunha","year":"2006","unstructured":"Cunha JC and Rana OF 2006 Grid Computing: Software Environments and Tools. Springer-Verlag, London, UK."},{"key":"16_CR7_16","first-page":"351","volume":"6","author":"T Denoeux","year":"1993","unstructured":"Denoeux T, Lengelle R 1993 Initializing back propagation network with prototypes. Neural Computation, 6: 351-363.","journal-title":"Neural Computation"},{"key":"16_CR8_16","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1093\/bioinformatics\/19.1.45","volume":"19","author":"JM Deutsch","year":"2003","unstructured":"Deutsch JM 2003 Evolutionary algorithms for finding optimal gene sets in microarray prediction. Bioinformatics, 19: 45-52.","journal-title":"Bioinformatics"},{"key":"16_CR9_16","volume-title":"A neural network based predictive mechanism for available bandwidth","author":"A Eswaradass","year":"2005","unstructured":"Eswaradass A, Sun X-H, Wu M 2005 A neural network based predictive mechanism for available bandwidth. Proc. 19th IEEE Intl. Parallel and Dis-tributed Processing Symp., 4-8 April, Denver, CO. IEEE Computer Society Press, Piscataway, NJ."},{"key":"16_CR10_16","unstructured":"EuroGrid(available online at http:\/\/www.eurogrid.org\/ - last accessed6 September, 2006)."},{"key":"16_CR11_16","volume-title":"The Grid: Blueprint for a New Computing Infrastructure","author":"I Foster","year":"1998","unstructured":"Foster I, Kesselman C(1998) The Grid: Blueprint for a New Computing Infrastructure. Morgan Kaufmann, San Francisco, CA."},{"issue":"3","key":"16_CR12_16","first-page":"361","volume":"16","author":"XJ Fu","year":"2001","unstructured":"Fu XJ, Wang LP 2001 Linguistic rule extraction from a simplified RBF neural network. Computational Statistics (special issue on Data Mining and Statistics), 16(3): 361-372.","journal-title":"Computational Statistics (special issue on Data Mining and Statistics)"},{"key":"16_CR13_16","first-page":"559","volume":"2","author":"S Geva","year":"1997","unstructured":"Geva S, Wong MT, Orlowski M 1997 Rule extraction from trained artificial neural network with functional dependency preprocessing. Proc. 1st Intl. Conf. Knowledge-Based Intelligent Engineering Systems, 21-23 May, Adelaide, South Australia, 2: 559-564.","journal-title":"Proc. 1st Intl. Conf. Knowledge-Based Intelligent Engineering Systems, 21-23 May, Adelaide, South Australia"},{"key":"16_CR14_16","unstructured":"Globus Toolkit (available online at http:\/\/www.globus.org\/toolkit\/docs\/4.0\/data\/ - last accessed 6 September, 2006)."},{"key":"16_CR15_16","unstructured":"Grid Physics Network (GriPhyn) (available online at http:\/\/www.griphyn.org last accessed 6 September, 2006)."},{"volume-title":"Computational Intelligence for Modeling and Prediction","year":"2005","key":"16_CR16_16","unstructured":"Halgamuge S, Wang LP (eds.) 2005 Computational Intelligence for Modeling and Prediction. Springer-Verlag, Berlin."},{"key":"16_CR17_16","first-page":"8","volume-title":"The limitations of artificial neural networks for traffic prediction. Proc. 3rd IEEE Symp. Computers and Communications","author":"J Hall","year":"1998","unstructured":"Hall J, Mars P 1998 The limitations of artificial neural networks for traffic prediction. Proc. 3rd IEEE Symp. Computers and Communications, 30 June -2 July, Athens, Greece. IEEE Computer Society Press, Piscataway, NJ: 147(2): 8-12."},{"key":"16_CR18_16","volume-title":"Neural Networks: A Comprehensive Foundation","author":"S Haykin","year":"1999","unstructured":"Haykin S 1999 Neural Networks: A Comprehensive Foundation (2nd ed). Prentice Hall, Englewood Cliffs, NJ.","edition":"2"},{"issue":"3","key":"16_CR19_16","doi-asserted-by":"publisher","first-page":"273","DOI":"10.1007\/s11227-005-0650-z","volume":"34","author":"W Jie","year":"2005","unstructured":"Jie W, Hung T, Wentong C 2005 An information service for grid virtual organi-zation: architecture, implementation and evaluation. J. Supercomputing, 34(3): 273-290.","journal-title":"J. Supercomputing"},{"key":"16_CR20_16","first-page":"860","volume-title":"Back Propagation is sensitive to initial conditions. Advances in Neural Information Processing Systems 3","author":"JF Kolen","year":"1990","unstructured":"Kolen JF, Pollack JB 1990 Back Propagation is sensitive to initial conditions. Advances in Neural Information Processing Systems 3 Morgan Kaufmann, San Franciscso, CA: 860-867."},{"key":"16_CR21_16","doi-asserted-by":"publisher","first-page":"982","DOI":"10.1162\/neco.1995.7.5.982","volume":"7","author":"M Lehtokangas","year":"1995","unstructured":"Lehtokangas M, Saarinen J, Kaski K, Huuhtanen P 1995 Initialization weights of a multiplayer perceptron by using the orthogonal least squares algorithm. Neural Computation, 7: 982-999.","journal-title":"Neural Computation"},{"key":"16_CR22_16","doi-asserted-by":"crossref","unstructured":"Li X, Hung T, Veeravalli B (2006) Design and implementation of a multi-media personalized service over large scale networks. Proc. IEEE Intl. Conf. Multimedia & Expo (ICME). Toronto, Canada.","DOI":"10.1109\/ICME.2006.262554"},{"key":"16_CR23_16","unstructured":"Liu HB, Mao GQ (2005) Prediction algorithms for real-time variable-bit-rate video. Proc. Asia-Pacific Conf. Communications, 3-5 October, Perth, Western Australia: 664-668."},{"key":"16_CR24_16","volume-title":"When Do Dynamical Neural Networks with and without Hidden Layer Have Identical Behavior?","author":"Y Moreau","year":"1997","unstructured":"Moreau Y, Vandewalle J 1997 When Do Dynamical Neural Networks with and without Hidden Layer Have Identical Behavior? Technical Report ESAT-SISTA TR97-51, Dept. Electrical Engineering, Katholieke Universiteit Leuven, Belgium."},{"key":"16_CR25_16","unstructured":"Partical Physics Data Grid (PPDG) (available online at http:\/\/www.ppdg.net last accessed 6 September, 2006)."},{"key":"16_CR26_16","first-page":"431","volume-title":"Modeling and Evaluation of ATM Networks","author":"S Ramaswamy","year":"1998","unstructured":"Ramaswamy S, Gburzynski P 1998 A neural network approach to effective bandwidth characterization in ATM networks. In: Kouvatsos D (ed.) Modeling and Evaluation of ATM Networks Kluwer Academic Publishers, Boston, MA: 431-450."},{"key":"16_CR27_16","volume-title":"Multimedia Communication Systems: Techniques, Standards, and Networks","author":"KR Rao","year":"2002","unstructured":"Rao KR, Bojkovic ZS, Milovanovic DA 2002 Multimedia Communication Systems: Techniques, Standards, and Networks. Prentice Hall, Upper Saddle River, NJ."},{"key":"16_CR28_16","doi-asserted-by":"publisher","first-page":"533","DOI":"10.1038\/323533a0","volume":"323","author":"DE Rumelhart","year":"1986","unstructured":"Rumelhart DE, Hinton GE, Williams RJ 1986 Learning representations by back-propagating errors. Nature, 323: 533-536.","journal-title":"Nature"},{"issue":"5","key":"16_CR29_16","doi-asserted-by":"publisher","first-page":"584","DOI":"10.1109\/TCSVT.2004.826779","volume":"14","author":"J Sun","year":"2004","unstructured":"Sun J, Li HB (2004) 3-D physical motion-based bandwidth prediction for video conferencing IEEE Trans. Circuits and Systems for Video Technology, 14(5): 584-594.","journal-title":"Circuits and Systems for Video Technology"},{"key":"16_CR30_16","unstructured":"Teo KK, Wang LP, Lin ZP (2000) Wavelet multi-layer perceptron neural network for time-series prediction. Proc. 10th Intl. Conf. Computing and Information, 18-21 November, Kuwait."},{"key":"16_CR31_16","volume-title":"A multiscale Analysis and Analysis Technique for Management of Resources in ATM Networks","author":"R Ting","year":"1998","unstructured":"Ting R 1998 A multiscale Analysis and Analysis Technique for Management of Resources in ATM Networks. PhD Thesis School of Engineering, City University of New York, NY."},{"key":"16_CR32_16","first-page":"107","volume-title":"The independent wavelet bandwidth alloca-tion algorithm","author":"CF Turner","year":"2002","unstructured":"Turner CF, Jeremiah RM 2002 The independent wavelet bandwidth alloca-tion algorithm. Proc. IEEE Global Telecommunications Conf. 17-21 November, Taipei, Taiwan, IEEE Computer Society Press, Piscataway, NJ, 1: 107-111."},{"key":"16_CR33_16","unstructured":"Walsh AE (2005) The media grid: a public utility for digital media. Dr. Dobb\u2019s J. Distributed Computing (Distributed Computing issue), November: 16-23."},{"key":"16_CR34_16","volume-title":"Data Mining with Computational Intelligence","author":"LP Wang","year":"2005","unstructured":"Wang LP, Fu, XJ 2005 Data Mining with Computational Intelligence. Springer-Verlag, Berlin."},{"issue":"5","key":"16_CR35_16","doi-asserted-by":"publisher","first-page":"2119","DOI":"10.1109\/TSMCB.2004.829778","volume":"34","author":"LP Wang","year":"2004","unstructured":"Wang LP, Li S, Tian FY, Fu XJ 2004 A noisy chaotic neural network for solving combinatorial optimization problems: Stochastic chaotic simulated annealing. IEEE Trans. System, Man, Cybernetics, Part B - Cybernetics, 34(5): 2119-2125.","journal-title":"IEEE Trans. System, Man, Cybernetics, Part B - Cybernetics"},{"key":"16_CR36_16","doi-asserted-by":"publisher","first-page":"716","DOI":"10.1109\/72.701185","volume":"9","author":"LP Wang","year":"1998","unstructured":"Wang LP, Smith K 1998 On chaotic simulated annealing. IEEE Trans. Neural Networks, 9: 716-718.","journal-title":"IEEE Trans. Neural Networks"},{"key":"16_CR37_16","first-page":"1593","volume-title":"Predicting time series using wavelet packet neu-ral networks","author":"LP Wang","year":"2001","unstructured":"Wang LP, Teo KK, Lin Z 2001 Predicting time series using wavelet packet neu-ral networks. Proc. Intl. Joint Conf. Neural Networks, 15-19 July, Washington, DC. IEEE Computer Society Press, Piscataway, NJ: 1593-1597."},{"key":"16_CR38_16","volume-title":"Neural Computing: Theory and Practice","author":"PD Wasserman","year":"1989","unstructured":"Wasserman PD 1989 Neural Computing: Theory and Practice. Van Nostrand Reinhold, New York, NY."},{"issue":"5-6","key":"16_CR39_16","doi-asserted-by":"publisher","first-page":"757","DOI":"10.1016\/S0167-739X(99)00025-4","volume":"15","author":"R Wolski","year":"1999","unstructured":"Wolski R, Spring NT, Hayes J 1999 The network weather service: a dis-tributed resource performance forecasting service for metacomputing. J. Future Generation Computing Systems, 15(5-6): 757-768.","journal-title":"J. Future Generation Computing Systems"}],"container-title":["Studies in Computational Intelligence","Computational Intelligence: A Compendium"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-78293-3_16.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,23]],"date-time":"2020-11-23T21:13:53Z","timestamp":1606166033000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-78293-3_16"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2008]]},"ISBN":["9783540782926","9783540782933"],"references-count":39,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-78293-3_16","relation":{},"ISSN":["1860-949X"],"issn-type":[{"type":"print","value":"1860-949X"}],"subject":[],"published":{"date-parts":[[2008]]}}}