{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T20:41:47Z","timestamp":1743108107244,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":27,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642231988"},{"type":"electronic","value":"9783642231995"}],"license":[{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2011]]},"DOI":"10.1007\/978-3-642-23199-5_27","type":"book-chapter","created":{"date-parts":[[2011,8,13]],"date-time":"2011-08-13T04:34:17Z","timestamp":1313210057000},"page":"362-374","source":"Crossref","is-referenced-by-count":3,"title":["A Decision Support System Based on the Semantic Analysis of Melanoma Images Using Multi-elitist PSO and SVM"],"prefix":"10.1007","author":[{"given":"Weronika","family":"Pia\u0327tkowska","sequence":"first","affiliation":[]},{"given":"Jerzy","family":"Martyna","sequence":"additional","affiliation":[]},{"given":"Leszek","family":"Nowak","sequence":"additional","affiliation":[]},{"given":"Karol","family":"Przystalski","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"27_CR1","doi-asserted-by":"publisher","first-page":"1563","DOI":"10.1001\/archderm.134.12.1563","volume":"134","author":"G. Argenziano","year":"1998","unstructured":"Argenziano, G., Fabbrocini, G., Carli, P., DeGiorgi, V., Sammarco, P.E., Delfino, M.: Epiluminescence Microscopy for the Diagnosis of Doubtful Melanocytic Skin Lesions. Archive of Dermatology\u00a0134, 1563\u20131570 (1998)","journal-title":"Archive of Dermatology"},{"key":"27_CR2","volume-title":"Nonlinear Programming","author":"D.P. Bertsekas","year":"1995","unstructured":"Bertsekas, D.P.: Nonlinear Programming. Athena Scientific, Belmont (1995)"},{"issue":"2","key":"27_CR3","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1023\/A:1009715923555","volume":"2","author":"C.J.C. Burges","year":"1998","unstructured":"Burges, C.J.C.: A Tutorial on Support Vector Machines for Pattern Recognition. Data Mining Knowledge Discovery\u00a02(2), 121\u2013167 (1998)","journal-title":"Data Mining Knowledge Discovery"},{"key":"27_CR4","doi-asserted-by":"publisher","first-page":"1881","DOI":"10.1158\/1078-0432.CCR-03-0039","volume":"10","author":"M. Burroni","year":"2004","unstructured":"Burroni, M., et al.: Melanoma Computer-aided Diagnosis: Reliability and Feasibility Study. Clinical Cancer Research\u00a010, 1881\u20131886 (2004)","journal-title":"Clinical Cancer Research"},{"issue":"1","key":"27_CR5","doi-asserted-by":"publisher","first-page":"58","DOI":"10.1109\/4235.985692","volume":"6","author":"M. Clerc","year":"2002","unstructured":"Clerc, M., Kennedy, J.: The Particle Swarm - Explosion, Stability, and Convergence in Multidimensional Complex Space. IEEE Trans. on Evolutionary Computation\u00a06(1), 58\u201373 (2002)","journal-title":"IEEE Trans. on Evolutionary Computation"},{"doi-asserted-by":"crossref","unstructured":"Deb, K., Pratap, A., Agarwal, S., Meyarivan, T.: A Fast and Elitist Multiobjective Genetic Algorithm, NSGA-II. IEEE Trans. on Evolutionary Computation\u00a06(2) (2002)","key":"27_CR6","DOI":"10.1109\/4235.996017"},{"issue":"8","key":"27_CR7","doi-asserted-by":"publisher","first-page":"800","DOI":"10.1109\/34.946985","volume":"23","author":"C. Deng","year":"2001","unstructured":"Deng, C., Manjunath, B.S.: Unsupervised Segmentation of Color-Texture Regions in Images and Video. IEEE Trans. on Pattern Analysis and Machine Intelligence\u00a023(8), 800\u2013810 (2001)","journal-title":"IEEE Trans. on Pattern Analysis and Machine Intelligence"},{"key":"27_CR8","doi-asserted-by":"publisher","first-page":"344","DOI":"10.1111\/j.1365-2230.1991.tb00397.x","volume":"16","author":"A.W. Vivier du","year":"1991","unstructured":"du Vivier, A.W., Williams, H.C., Brett, J.V., Higgins, E.M.: How Do Malignant Melanomas Present and Does This Correlate with the Seven-point Check-list? Clinical Experimental Dermatology\u00a016, 344\u2013347 (1991)","journal-title":"Clinical Experimental Dermatology"},{"key":"27_CR9","first-page":"155","volume-title":"Advances in Neural Information Processing System","author":"H. Drucker","year":"1997","unstructured":"Drucker, H., Burges, C.J.C., Kaufman, L., Smola, A., Vapnik, V.: Support Vector Regression Machines. In: Mozer, M., Jordan, M., Petschke, J. (eds.) Advances in Neural Information Processing System, vol.\u00a09, pp. 155\u2013161. MIT, Cambridge (1997)"},{"doi-asserted-by":"crossref","unstructured":"Eberhart, R.C., Shi, Y.: Particle Swarm Optimization: Developments, Applications and Resources. In: Proc. of IEEE Int. Conference on Evolutionary Computation, vol.\u00a01, pp. 81\u201386 (2001)","key":"27_CR10","DOI":"10.1109\/CEC.2001.934374"},{"doi-asserted-by":"crossref","unstructured":"Grigorescu, S., Petkov, N., Kruizinga, P.: Comparison of Texture Features Based on Gabor Filters. IEEE Trans. Image Process\u00a011(10) (2002)","key":"27_CR11","DOI":"10.1109\/TIP.2002.804262"},{"doi-asserted-by":"crossref","unstructured":"Grzymala-Busse, P., Grzymala-Busse, J.W., Hippe, Z.S.: Melanoma Prediction Using Data Mining System LERS. In: COMPSAC 2001, pp. 615\u2013620 (2001)","key":"27_CR12","DOI":"10.1109\/CMPSAC.2001.960676"},{"doi-asserted-by":"crossref","unstructured":"Ma, X., Wang, D.: Semantic Modeling Based Image Retrieval System Using Neural Networks. IEEE Int. Conf. on Image Processing, 1165\u20131168 (2005)","key":"27_CR13","DOI":"10.1109\/ICIP.2005.1529963"},{"key":"27_CR14","doi-asserted-by":"publisher","first-page":"22","DOI":"10.1111\/j.1524-4725.1992.tb03296.x","volume":"18","author":"T.W. McGovern","year":"1992","unstructured":"McGovern, T.W., Litaker, M.S.: Clinical Predictors of Malignant Pigmented Lesions: A Comparison of the Glasgow Seven-point Checklist and the American Cancer Society\u2019s ABCDs of Pigmented Lesions. J. Dermatologic Surgey & Oncology\u00a018, 22\u201326 (1992)","journal-title":"J. Dermatologic Surgey & Oncology"},{"doi-asserted-by":"crossref","unstructured":"M\u00fcller, K.R., Smola, A., Ratsch, G., Scholkopf, B., Kohlmorgen, J., Vapnik, V.: Prediction Time Series with Support Vector Machines. In: Gerstner, W., Germond, A., Hasler, M., Micord, J.D. (eds.) Artificial Neural Networks, Berlin, pp. 999\u20131004 (1997)","key":"27_CR15","DOI":"10.1007\/BFb0020283"},{"issue":"5","key":"27_CR16","doi-asserted-by":"publisher","first-page":"747","DOI":"10.1016\/j.patcog.2005.10.026","volume":"39","author":"M.K. Muezzinoglu","year":"2006","unstructured":"Muezzinoglu, M.K., \u017burada, J.M.: RBF-Based Neurodynamic Nearest Neighbor Classification in Real Pattern Space. Pattern Recognition\u00a039(5), 747\u2013760 (2006)","journal-title":"Pattern Recognition"},{"key":"27_CR17","doi-asserted-by":"publisher","first-page":"356","DOI":"10.1038\/jid.1993.63","volume":"100","author":"H. Pehamberger","year":"1993","unstructured":"Pehamberger, H., Binder, M., Steiner, A., Wolff, K.: In Vivo Epiluminescence Microscopy: Improvement of Early Diagnosis of Melanoma. Journal of Investigative Dermatology\u00a0100, 356S\u2013362S (1993)","journal-title":"Journal of Investigative Dermatology"},{"key":"27_CR18","first-page":"1376","volume":"37","author":"M.A. Pizzichetta","year":"2001","unstructured":"Pizzichetta, M.A., Talamini, R., Piccolo, D., et al.: The ABCD Rule of Dermatoscopy Does Not Apply to Small Melanocytic Skin Lesions. Archive of Dermatology\u00a037, 1376\u20131378 (2001)","journal-title":"Archive of Dermatology"},{"issue":"3","key":"27_CR19","doi-asserted-by":"publisher","first-page":"240","DOI":"10.1109\/TEVC.2004.826071","volume":"8","author":"A. Ratnaweera","year":"2004","unstructured":"Ratnaweera, A., Halgamuge, K.S.: Self Organizing Hierarchical Particle Swarm Optimizer with Time-Varying Acceleration Coefficients. IEEE Trans. on Evolutionary Computation\u00a08(3), 240\u2013254 (2004)","journal-title":"IEEE Trans. on Evolutionary Computation"},{"key":"27_CR20","doi-asserted-by":"publisher","first-page":"576","DOI":"10.1002\/ijc.10620","volume":"101","author":"P. Rubegni","year":"2002","unstructured":"Rubegni, P., Cevenini, G., Burroni, M., et al.: Automated Diagnosis of Pigmented Skin Lesions. Int. J. Cancer\u00a0101, 576\u2013580 (2002)","journal-title":"Int. J. Cancer"},{"key":"27_CR21","first-page":"1","volume":"15","author":"T. Schindewolf","year":"1993","unstructured":"Schindewolf, T., Stolz, W., Albert, R., Abmayr, W., Harms, H.: Classification of Melanocytic Lesions Lesions with Color and Texture Analysis Using Digital Image Processing. American J. of Epidemiology\u00a015, 1\u201315 (1993)","journal-title":"American J. of Epidemiology"},{"key":"27_CR22","first-page":"521","volume":"7","author":"W. Stolz","year":"1994","unstructured":"Stolz, W., Riemann, A., Cognetta, A., et al.: ABCD Rule of Dermatoscopy: A New Practical Method for Early Recognition of Malignant Melanoma. European J. of Dermatology\u00a07, 521\u2013528 (1994)","journal-title":"European J. of Dermatology"},{"doi-asserted-by":"crossref","unstructured":"Tsai, C.F., McGarry, K., Tait, J.: Image Classification Using Hybrid Neural Network. In: Annual ACM Conference on Research and Development in Information Retrieval, pp. 431\u2013432 (2003)","key":"27_CR23","DOI":"10.1145\/860435.860536"},{"key":"27_CR24","volume-title":"Statistical Learning Theory","author":"V. Vapnik","year":"1998","unstructured":"Vapnik, V.: Statistical Learning Theory. John Wiley, New York (1998)"},{"key":"27_CR25","doi-asserted-by":"publisher","first-page":"947","DOI":"10.1109\/34.955109","volume":"23","author":"J.Z. Wang","year":"2001","unstructured":"Wang, J.Z., Li, J., Wiederhold, G.: Simplicity Semantic-Sensitive Integrated Matching for Picture Libraries. IEEE Trans. Pattern Analysis and Machine Intelligence\u00a023, 947\u2013963 (2001)","journal-title":"IEEE Trans. Pattern Analysis and Machine Intelligence"},{"key":"27_CR26","doi-asserted-by":"publisher","first-page":"363","DOI":"10.1016\/j.neucom.2004.10.114","volume":"67","author":"D. Wang","year":"2005","unstructured":"Wang, D., Lim, J.S., Ham, M.M., Lee, B.W.: Learning Similarity for Semantic Images Classification. Neurocomputing\u00a067, 363\u2013368 (2005)","journal-title":"Neurocomputing"},{"key":"27_CR27","doi-asserted-by":"publisher","first-page":"696","DOI":"10.1001\/jama.279.9.696","volume":"279","author":"J.D. Whited","year":"1998","unstructured":"Whited, J.D., Grichnik, J.M.: Does This Patient Have a Mode or a Melanoma. J. of the American Medical Association\u00a0279, 696\u2013701 (1998)","journal-title":"J. of the American Medical Association"}],"container-title":["Lecture Notes in Computer Science","Machine Learning and Data Mining in Pattern Recognition"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-23199-5_27","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,8]],"date-time":"2025-03-08T15:52:12Z","timestamp":1741449132000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-23199-5_27"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9783642231988","9783642231995"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-23199-5_27","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2011]]}}}