{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T16:17:25Z","timestamp":1774973845697,"version":"3.50.1"},"publisher-location":"Cham","reference-count":15,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319111780","type":"print"},{"value":"9783319111797","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-11179-7_105","type":"book-chapter","created":{"date-parts":[[2014,8,18]],"date-time":"2014-08-18T01:36:27Z","timestamp":1408325787000},"page":"837-844","source":"Crossref","is-referenced-by-count":20,"title":["Development of Automated Diagnostic System for Skin Cancer: Performance Analysis of Neural Network Learning Algorithms for Classification"],"prefix":"10.1007","author":[{"given":"Ammara","family":"Masood","sequence":"first","affiliation":[]},{"given":"Adel Ali","family":"Al-Jumaily","sequence":"additional","affiliation":[]},{"given":"Tariq","family":"Adnan","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"4","key":"105_CR1","first-page":"212","volume":"61","author":"R. Siegel","year":"2011","unstructured":"Siegel, R., et al.: Cancer statistics, 2011. CA: A Cancer Journal for Clinicians\u00a061(4), 212\u2013236 (2011)","journal-title":"CA: A Cancer Journal for Clinicians"},{"key":"105_CR2","unstructured":"Australian, C.C.: Cancer Council to launch new research\/ failure to monitor highlights cancer risk (2010), \n                      \n                        http:\/\/www.cancer.org.au\/cancersmartlifestyle\/SunSmart\/Skincancerfactsandfigures.htm"},{"key":"105_CR3","doi-asserted-by":"publisher","first-page":"22","DOI":"10.1155\/2013\/323268","volume":"2013","author":"A. Masood","year":"2013","unstructured":"Masood, A., Ali Al-Jumaily, A.: Computer Aided Diagnostic Support System for Skin Cancer: A Review of Techniques and Algorithms. International Journal of Biomedical Imaging\u00a02013, 22 (2013)","journal-title":"International Journal of Biomedical Imaging"},{"issue":"3B","key":"105_CR4","doi-asserted-by":"publisher","first-page":"66","DOI":"10.4236\/jsip.2013.43B012","volume":"4","author":"A. Masood","year":"2013","unstructured":"Masood, A., Adel, J.: FCM Thresholding based LS for Automated Segmentation of Skin Lesions. Journal of Signal and Information Processing\u00a04(3B), 66\u201371 (2013)","journal-title":"Journal of Signal and Information Processing"},{"key":"105_CR5","doi-asserted-by":"crossref","unstructured":"Masood, A., Al Jumaily, A.A., Hoshyar, A.N., Masood, O.: Automated segmentation of skin lesions: Modified Fuzzy C mean thresholding based level set method. In: 2013 16th International Multi Topic Conference (INMIC) (2013)","DOI":"10.1109\/INMIC.2013.6731350"},{"key":"105_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1007\/978-3-642-42051-1_43","volume-title":"Neural Information Processing","author":"A. Masood","year":"2013","unstructured":"Masood, A., Al-Jumaily, A.A., Maali, Y.: Level Set Initialization Based on Modified Fuzzy C Means Thresholding for Automated Segmentation of Skin Lesions. In: Lee, M., Hirose, A., Hou, Z.-G., Kil, R.M. (eds.) ICONIP 2013, Part III. LNCS, vol.\u00a08228, pp. 341\u2013351. Springer, Heidelberg (2013)"},{"issue":"10","key":"105_CR7","first-page":"41","volume":"29","author":"R. Parekh","year":"2011","unstructured":"Parekh, R.: Improving Texture Recognition using Combined GLCM and Wavelet Features. International Journal of Computer Applications\u00a029(10), 41\u201346 (2011)","journal-title":"International Journal of Computer Applications"},{"key":"105_CR8","unstructured":"Gipp, M., Marcus, G., Harder, N., Suratanee, A., Rohr, K., K\u00f6nig, R., M\u00e4nner, R.: Haralick\u2019s Texture Features Computed by GPUs for Biological Applications. IAENG International Journal of Computer Science\u00a036(1) (2009)"},{"issue":"5","key":"105_CR9","first-page":"1","volume":"3","author":"P. Mohanaiah","year":"2013","unstructured":"Mohanaiah, P., Sathyanarayana, P., Guru, L.: Image Texture Feature Extraction Using GLCM Approach. International Journal of Scientific and Research Publications (IJSRP)\u00a03(5), 1\u20135 (2013)","journal-title":"International Journal of Scientific and Research Publications (IJSRP)"},{"issue":"3","key":"105_CR10","first-page":"354","volume":"9","author":"N. Zulpe","year":"2012","unstructured":"Zulpe, N., Pawar, V.: GLCM Textural Features for Brain Tumor Classification. International Journal of Computer Science Issues\u00a09(3), 354\u2013359 (2012)","journal-title":"International Journal of Computer Science Issues"},{"key":"105_CR11","doi-asserted-by":"crossref","unstructured":"Lau, H.T., Al-Jumaily, A.: Intelligent Automatically Early Detection of Skin Cancer: Study Based on Neural Network Classification. In: International Conference on Soft Computing and Pattern Recognition, SoCPaR 2009 (2009)","DOI":"10.1109\/SoCPaR.2009.80"},{"issue":"1","key":"105_CR12","doi-asserted-by":"publisher","first-page":"28","DOI":"10.1006\/jbin.2001.1004","volume":"34","author":"S. Dreiseitl","year":"2001","unstructured":"Dreiseitl, S., et al.: A Comparison of Machine Learning Methods for the Diagnosis of Pigmented Skin Lesions. Journal of Biomedical Informatics\u00a034(1), 28\u201336 (2001)","journal-title":"Journal of Biomedical Informatics"},{"key":"105_CR13","volume-title":"Neutral network design","author":"M.T. Hagan","year":"2003","unstructured":"Hagan, M.T., Demuth, H.B., Beal, M.H.: Neutral network design. PWS, Beston (2003)"},{"issue":"2","key":"105_CR14","doi-asserted-by":"publisher","first-page":"431","DOI":"10.1137\/0111030","volume":"11","author":"S. Ayat","year":"1963","unstructured":"Ayat, S., Mehdi, H.A.F., Alian, M., Marquardt, D.W.: an algorithm for Least-SquareEstimation of Nonlinear Parameters. SIAM Journal on Applied MAthematics\u00a011(2), 431\u2013441 (1963)","journal-title":"SIAM Journal on Applied MAthematics"},{"key":"105_CR15","doi-asserted-by":"publisher","first-page":"525","DOI":"10.1016\/S0893-6080(05)80056-5","volume":"6","author":"M.F. Moller","year":"1993","unstructured":"Moller, M.F.: A scaled conjugate gradient algorithm for fast supervised learning. Neural Networks\u00a06, 525\u2013533 (1993)","journal-title":"Neural Networks"}],"container-title":["Lecture Notes in Computer Science","Artificial Neural Networks and Machine Learning \u2013 ICANN 2014"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-11179-7_105","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,27]],"date-time":"2019-05-27T16:01:53Z","timestamp":1558972913000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-11179-7_105"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319111780","9783319111797"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-11179-7_105","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014]]}}}