{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,2]],"date-time":"2025-06-02T18:04:31Z","timestamp":1748887471787},"reference-count":26,"publisher":"Springer Science and Business Media LLC","issue":"1-2","license":[{"start":{"date-parts":[[2014,6,15]],"date-time":"2014-06-15T00:00:00Z","timestamp":1402790400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Ann Math Artif Intell"],"published-print":{"date-parts":[[2015,10]]},"DOI":"10.1007\/s10472-014-9424-8","type":"journal-article","created":{"date-parts":[[2014,6,19]],"date-time":"2014-06-19T03:49:57Z","timestamp":1403149797000},"page":"217-229","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Skin lesion feature vectors classification in models of a Riemannian manifold"],"prefix":"10.1007","volume":"75","author":[{"given":"Nikolay Metodiev","family":"Sirakov","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ye-Lin","family":"Ou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mutlu","family":"Mete","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2014,6,15]]},"reference":[{"key":"9424_CR1","doi-asserted-by":"crossref","unstructured":"Mete, M., Ou, Y.-L., Sirakov, N. M.: Skin Lesion Feature Vector Space With A Metric To Model Geometric Structures Of Malignancy, R.P. Barneva, V. Brimkov, J. Aggarval(Eds.): IWCIA 2012, LNCS 7655, Springer Verlag, pp. 285-297 (2012)","DOI":"10.1007\/978-3-642-34732-0_22"},{"issue":"4","key":"9424_CR2","doi-asserted-by":"crossref","first-page":"551","DOI":"10.1016\/S0190-9622(94)70061-3","volume":"30","author":"F Nachbar","year":"1994","unstructured":"Nachbar, F., Stolz, W., Merkle, T., et al.: The ABCD rule of dermatoscopy: High prospective value in the diagnosis of doubtful melanocytic skin lesions. J.. Am. Acad. Dermatol. 30 (4), 551\u2013559 (1994)","journal-title":"J.. Am. Acad. Dermatol."},{"key":"9424_CR3","doi-asserted-by":"crossref","first-page":"1563","DOI":"10.1001\/archderm.134.12.1563","volume":"134","author":"G Argenziano","year":"1998","unstructured":"Argenziano, G., Fabbrocini, G., Carli, P., De Giorgi, V., Sammarco, E., Delfino, M.: Epiluminescence microscopy for the diagnosis of doubtful melanocytic skin lesions. Comparison of ABCD rule of dermatoscopy and a new 7-point checklist based on pattern analysis. Arch. Dermatol 134, 1563\u20131570 (1998)","journal-title":"Arch. Dermatol"},{"key":"9424_CR4","unstructured":"American Cancer Society: Cancer Facts & Figures 2010, http:\/\/www.cancer.org\/ . Accessed July, 26 (2010)"},{"key":"9424_CR5","volume-title":"Interactive atlas of dermoscopy. Milan","author":"G Argenziano","year":"2000","unstructured":"Argenziano, G., Soyer, H.P., De Giorgi, V., et al.: Interactive atlas of dermoscopy. Milan. EDRA Medical Pub, Italy (2000)"},{"key":"9424_CR6","doi-asserted-by":"crossref","unstructured":"Sirakov, N.M., Ushkala, K.: An integral active contour model for convex hull and bound- ary extraction. In: Bebis, G. et al. (Eds), LNCS, Vol. 5876, Springer, pp. 1031-1040 (2009)","DOI":"10.1007\/978-3-642-10520-3_99"},{"key":"9424_CR7","doi-asserted-by":"crossref","unstructured":"Silveira, M., Marques, J.S.: :Level set segmentation of dermoscopy images, 5th IEEE ISBI: From Nano to Macro, Paris, 14-17 May 2008, pp. 173 - 176, (2008). doi: 10.1109\/ISBI.2008.4540960","DOI":"10.1109\/ISBI.2008.4540960"},{"issue":"I.2","key":"9424_CR8","doi-asserted-by":"crossref","first-page":"121","DOI":"10.1016\/j.compmedimag.2010.08.002","volume":"35","author":"H Zhou","year":"2011","unstructured":"Zhou, H., Schaefer, Celebi, M.E., Lin, F.: : Gradient vector flow with mean shift for skin lesion segmentation. Comp. Med. Imaging Graphics 35 (I.2), 121\u2013127 (2011)","journal-title":"Comp. Med. Imaging Graphics"},{"issue":"2","key":"9424_CR9","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1016\/j.compmedimag.2010.07.002","volume":"35","author":"M Sadeghi","year":"2011","unstructured":"Sadeghi, M., Razmara, M., Atkins, M.S., Lee, T.K.: :A novel method for detection of pigment network in dermoscopic images using graphs. Comput. Med. Imaging Graphics 35 (2), 137\u2013143 (2011)","journal-title":"Comput. Med. Imaging Graphics"},{"issue":"3","key":"9424_CR10","doi-asserted-by":"crossref","first-page":"1012","DOI":"10.1016\/j.patcog.2012.08.012","volume":"46","author":"F Xie","year":"2013","unstructured":"Xie, F., Bovik, A.: :Automatic segmentation of dermoscopy images using self-generating neural networks seeded by genetic algorithm. Journal of Pattern Recognition 46 (3), 1012\u20131019 (2013)","journal-title":"Journal of Pattern Recognition"},{"key":"9424_CR11","doi-asserted-by":"crossref","unstructured":"Maglogiannis, I.: Doukas, G.N.:Overview of Advanced Computer Vision Systems for Skin Lesions Characterization, IEEE Tran. on Information Technology in Biomedicine, V. 13, NO. 5. SEPTEMBER (2009)","DOI":"10.1109\/TITB.2009.2017529"},{"issue":"2010","key":"9424_CR12","first-page":"19","volume":"830-5","author":"S Gilmore","year":"2010","unstructured":"Gilmore, S., Hofmann-Wellenhof, R., Soyer, P. H.: A support vector machine for decision support in melanoma recognition. Exp Dermatol 830-5 (2010), 19 (2010)","journal-title":"Exp Dermatol"},{"key":"9424_CR13","doi-asserted-by":"crossref","unstructured":"Alcon, J.F, Ciuhu, C., Kate, W., Heinrich, A., Uzunbajakava, N., Krekels, G., Siem, D., Haan, G.: :Automatic Imaging System With Decision Support for Inspection of Pigmented Skin Lesions and Melanoma Diagnosis. IEEE J. Sel. Top Signal Proc. 3 (1) (2009)","DOI":"10.1109\/JSTSP.2008.2011156"},{"key":"9424_CR14","doi-asserted-by":"crossref","unstructured":"Mete, M., Sirakov, N.M.: Application of active contour and density based models for lesion detection in dermoscopy images. In: BMC Bioinformatics 2010, 11(Suppl 6):S23 (2010). doi:10.1186\/1471-2105-11-S6-S23","DOI":"10.1186\/1471-2105-11-S6-S23"},{"issue":"36","key":"9424_CR15","doi-asserted-by":"crossref","first-page":"572","DOI":"10.1016\/j.compmedimag.2012.06.002","volume":"2012","author":"M Mete","year":"2012","unstructured":"Mete, M., Sirakov, N.M.: Dermoscopic diagnosis of melanoma in a 4D feature space constructed by active contour extracted features. Journal of Medical Imaging and Graphics 2012 (36), 572\u2013579 (2012)","journal-title":"Journal of Medical Imaging and Graphics"},{"key":"9424_CR16","first-page":"01","volume":"07","author":"C Nara","year":"2011","unstructured":"Nara, C.: : Active contour on the exact solution of the active convex hull model working with noise, Master Degree Thesis, Texas A and M Univ. Commer 07, 01 (2011)","journal-title":"Commer"},{"issue":"1","key":"9424_CR17","doi-asserted-by":"crossref","first-page":"143","DOI":"10.1016\/S0191-8141(03)00093-2","volume":"26","author":"K Mulchrone","year":"2004","unstructured":"Mulchrone, K., Choudhury, K.: Fitting an ellipse to an arbitrary shape: implications for strain analysis. J. Struct Geol. 26 (1), 143\u2013153 (2004)","journal-title":"J. Struct Geol."},{"key":"9424_CR18","volume-title":"Semi-Riemannian geometry with applications to relativity","author":"B O\u2019Neill","year":"1983","unstructured":"O\u2019Neill, B.: Semi-Riemannian geometry with applications to relativity. Academic Press, New York (1983)"},{"key":"9424_CR19","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-6434-5","volume-title":"Riemannian geometry, Vol. 171","author":"P Petersen","year":"1998","unstructured":"Petersen, P.: Riemannian geometry, Vol. 171. Springer-Verlag, New York (1998)"},{"key":"9424_CR20","doi-asserted-by":"crossref","first-page":"1207","DOI":"10.1162\/089976600300015565","volume":"12","author":"B Scholkopf","year":"2000","unstructured":"Scholkopf, B., Smola, A.J., Williamson, R. C., Bartlett, P. L.: New Support Vector Algorithms. Neural Comput. 12, 1207\u20131245 (2000)","journal-title":"Neural Comput."},{"key":"9424_CR21","doi-asserted-by":"crossref","unstructured":"Sirakov, N.M., Mete, M., Nara, S.C.: Automatic boundary detection and symmetry calculation in dermoscopy images of skin lesions, IEEE ICIP2011, Brussels, pp. 1637-1640 (2011)","DOI":"10.1109\/ICIP.2011.6115757"},{"key":"9424_CR22","doi-asserted-by":"crossref","unstructured":"Thieu, Q.T., Luong, M., Rocchisani, J.M., Vienne, E.: A convex active contour region-based model for image segmentation. Proc. CAIP\u201911, Part I, LNCS, Vol. 6854, Springer-Verlag Berlin, Heidelberg, pp. 135-143 (2011)","DOI":"10.1007\/978-3-642-23672-3_17"},{"key":"9424_CR23","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-2440-0","volume-title":"The Nature of Statistical Learning Theory","author":"V Vapnik","year":"1995","unstructured":"Vapnik, V.: The Nature of Statistical Learning Theory. Springer, New York (1995)"},{"key":"9424_CR24","unstructured":"Chang, C.C., Lin, C.-J.: LIBSVM: a library for support vector machines, Vol. 2 (2011). http:\/\/www.csie.ntu.edu.tw\/~cjlin\/libsvm"},{"key":"9424_CR25","unstructured":"Devore, J., Berk, K.: Modern mathematical statistics with applications. International Student Edition ed. Belmont, CA: Thomson Higher Education (2007)"},{"key":"9424_CR26","unstructured":"Blackledge, J.M., Dubovitskiy, D.A.: Object Detection and Classification with Applications to Skin Cancer Screening. ISAST Tran. Intiligent Syst. 1 (2) (2008)"}],"container-title":["Annals of Mathematics and Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10472-014-9424-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10472-014-9424-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10472-014-9424-8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,11]],"date-time":"2019-08-11T14:06:17Z","timestamp":1565532377000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10472-014-9424-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,6,15]]},"references-count":26,"journal-issue":{"issue":"1-2","published-print":{"date-parts":[[2015,10]]}},"alternative-id":["9424"],"URL":"https:\/\/doi.org\/10.1007\/s10472-014-9424-8","relation":{},"ISSN":["1012-2443","1573-7470"],"issn-type":[{"value":"1012-2443","type":"print"},{"value":"1573-7470","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,6,15]]}}}