{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T07:09:02Z","timestamp":1774940942001,"version":"3.50.1"},"publisher-location":"Berlin, Heidelberg","reference-count":23,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783642382208","type":"print"},{"value":"9783642382215","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-38221-5_13","type":"book-chapter","created":{"date-parts":[[2013,5,6]],"date-time":"2013-05-06T00:48:12Z","timestamp":1367801292000},"page":"121-131","source":"Crossref","is-referenced-by-count":11,"title":["A Quantum Jensen-Shannon Graph Kernel Using the Continuous-Time Quantum Walk"],"prefix":"10.1007","author":[{"given":"Lu","family":"Bai","sequence":"first","affiliation":[]},{"given":"Edwin R.","family":"Hancock","sequence":"additional","affiliation":[]},{"given":"Andrea","family":"Torsello","sequence":"additional","affiliation":[]},{"given":"Luca","family":"Rossi","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"13_CR1","doi-asserted-by":"crossref","unstructured":"Sch\u00f6lkopf, B., Smola, A.: Learning with Kernels. MIT Press (2002)","DOI":"10.7551\/mitpress\/4175.001.0001"},{"key":"13_CR2","unstructured":"Haussler, D.: Convolution kernels on discrete structures. Technical Report UCS-CRL-99-10, Santa Cruz, CA, USA (1999)"},{"key":"13_CR3","unstructured":"Kashima, H., Tsuda, K., Inokuchi, A.: Marginalized kernels between labeled graphs. In: Proceedings of International Conference on Machine Learning, pp. 321\u2013328 (2003)"},{"key":"13_CR4","unstructured":"Borgwardt, K.M., Kriegel, H.P.: Shortest-path kernels on graphs. In: Proceedings of the IEEE International Conference on Data Mining, pp. 74\u201381 (2005)"},{"key":"13_CR5","first-page":"1","volume":"1","author":"N. Shervashidze","year":"2010","unstructured":"Shervashidze, N., Schweitzer, P., van Leeuwen, E.J., Mehlhorn, K., Borgwardt, K.M.: Weisfeiler-lehman graph kernels. Journal of Machine Learning Research\u00a01, 1\u201348 (2010)","journal-title":"Journal of Machine Learning Research"},{"key":"13_CR6","doi-asserted-by":"crossref","first-page":"052311","DOI":"10.1103\/PhysRevA.77.052311","volume":"77","author":"P. Lamberti","year":"2008","unstructured":"Lamberti, P., Majtey, A., Borras, A., Casas, M., Plastino, A.: Metric character of the quantum jensen-shannon divergence. Physical Review A\u00a077, 052311 (2008)","journal-title":"Physical Review A"},{"key":"13_CR7","unstructured":"Bai, L., Hancock, E.R.: Graph kernels from the jensen-shannon divergence. Journal of Mathematical Imaging and Vision (to appear)"},{"key":"13_CR8","doi-asserted-by":"crossref","first-page":"052310","DOI":"10.1103\/PhysRevA.72.052310","volume":"72","author":"A. Majtey","year":"2005","unstructured":"Majtey, A., Lamberti, P., Prato, D.: Jensen-shannon divergence as a measure of distinguishability between mixed quantum states. Physical Review A\u00a072, 052310 (2005)","journal-title":"Physical Review A"},{"key":"13_CR9","doi-asserted-by":"publisher","first-page":"915","DOI":"10.1103\/PhysRevA.58.915","volume":"58","author":"E. Farhi","year":"1998","unstructured":"Farhi, E., Gutmann, S.: Quantum computation and decision trees. Physical Review A\u00a058, 915 (1998)","journal-title":"Physical Review A"},{"key":"13_CR10","unstructured":"Dirac, P.: The Principles of Quantum Mechanics, 4th edn. Oxford Science Publications (1958)"},{"key":"13_CR11","doi-asserted-by":"publisher","first-page":"307","DOI":"10.1080\/00107151031000110776","volume":"44","author":"J. Kempe","year":"2003","unstructured":"Kempe, J.: Quantum random walks: an introductory overview. Contemporary Physics\u00a044, 307\u2013327 (2003)","journal-title":"Contemporary Physics"},{"key":"13_CR12","doi-asserted-by":"crossref","unstructured":"Nielsen, M., Chuang, I.: Quantum computation and quantum information. Cambridge university press (2010)","DOI":"10.1017\/CBO9780511976667"},{"key":"13_CR13","first-page":"935","volume":"10","author":"A.F. Martins","year":"2009","unstructured":"Martins, A.F., Smith, N.A., Xing, E.P., Aguiar, P.M., Figueiredo, M.A.: Nonextensive information theoretic kernels on measures. Journal of Machine Learning Research\u00a010, 935\u2013975 (2009)","journal-title":"Journal of Machine Learning Research"},{"key":"13_CR14","unstructured":"Konder, R., Lafferty, J.: Diffusion kernels on graphs and other discrete input spaces. In: Proceedings of International Conference on Machine Learning, pp. 315\u2013322 (2002)"},{"key":"13_CR15","doi-asserted-by":"crossref","unstructured":"Neuhaus, M., Bunke, H.: Bridging the gap between graph edit distance and kernel machines. World Scientific (2007)","DOI":"10.1142\/6523"},{"key":"13_CR16","doi-asserted-by":"crossref","first-page":"036206","DOI":"10.1103\/PhysRevE.85.036206","volume":"85","author":"F. Escolano","year":"2012","unstructured":"Escolano, F., Hancock, E.R., Lozano, M.A.: Heat diffusion: Thermodynamic depth complexity of networks. Physical Review E\u00a085, 036206 (2012)","journal-title":"Physical Review E"},{"key":"13_CR17","doi-asserted-by":"publisher","first-page":"82","DOI":"10.1016\/j.amc.2007.12.010","volume":"201","author":"M. Dehmer","year":"2008","unstructured":"Dehmer, M.: Information processing in complex networks: Graph entropy and information functionals. Applied Mathematics and Computation\u00a0201, 82\u201394 (2008)","journal-title":"Applied Mathematics and Computation"},{"key":"13_CR18","doi-asserted-by":"publisher","first-page":"233","DOI":"10.1109\/TNN.2010.2091969","volume":"22","author":"P. Ren","year":"2011","unstructured":"Ren, P., Wilson, R.C., Hancock, E.R.: Graph characterization via ihara coefficients. IEEE Transactions on Neural Networks\u00a022, 233\u2013245 (2011)","journal-title":"IEEE Transactions on Neural Networks"},{"key":"13_CR19","doi-asserted-by":"crossref","unstructured":"Sch\u00f6lkopf, B., Smola, A.J., M\u00fcller, K.R.: Kernel principal component analysis. In: Proceedings of International Conference on Artificial Neural Networks, pp. 583\u2013588 (1997)","DOI":"10.1007\/BFb0020217"},{"key":"13_CR20","doi-asserted-by":"crossref","unstructured":"Platt, J.C.: Fast training of support vector machines using sequential minimal optimization. In: Sch\u00f6lkopf, B., Burges, C.J.C., Smola, A.J. (eds.) Advances in Kernel Methods, pp. 185\u2013208 (1999)","DOI":"10.7551\/mitpress\/1130.003.0016"},{"key":"13_CR21","unstructured":"Witten, I.H., Frank, E., Hall, M.A.: Data Mining: Practical Machine Learning Tools and Techniques. Morgan Kaufmann (2011)"},{"key":"13_CR22","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"181","DOI":"10.1007\/978-3-642-34166-3_20","volume-title":"Structural, Syntactic, and Statistical Pattern Recognition","author":"L. Bai","year":"2012","unstructured":"Bai, L., Hancock, E.R., Ren, P.: A jensen-shannon kernel for hypergraphs. In: Gimel\u2019farb, G., Hancock, E., Imiya, A., Kuijper, A., Kudo, M., Omachi, S., Windeatt, T., Yamada, K. (eds.) SSPR & SPR 2012. LNCS, vol.\u00a07626, pp. 181\u2013189. Springer, Heidelberg (2012)"},{"key":"13_CR23","doi-asserted-by":"publisher","first-page":"405","DOI":"10.1007\/s11128-010-0205-y","volume":"10","author":"P. Ren","year":"2011","unstructured":"Ren, P., Aleksic, T., Emms, D., Wilson, R., Hancock, E.: Quantum walks, ihara zeta functions and cospectrality in regular graphs. Quantum Information Processing\u00a010, 405\u2013417 (2011)","journal-title":"Quantum Information Processing"}],"container-title":["Lecture Notes in Computer Science","Graph-Based Representations in Pattern Recognition"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-38221-5_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,30]],"date-time":"2025-04-30T08:42:23Z","timestamp":1746002543000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-38221-5_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642382208","9783642382215"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-38221-5_13","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013]]}}}