{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,27]],"date-time":"2026-05-27T20:26:50Z","timestamp":1779913610958,"version":"3.53.1"},"reference-count":29,"publisher":"Elsevier BV","issue":"4","license":[{"start":{"date-parts":[[2011,4,1]],"date-time":"2011-04-01T00:00:00Z","timestamp":1301616000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Computers & Geosciences"],"published-print":{"date-parts":[[2011,4]]},"DOI":"10.1016\/j.cageo.2010.08.008","type":"journal-article","created":{"date-parts":[[2010,11,11]],"date-time":"2010-11-11T09:21:03Z","timestamp":1289467263000},"page":"541-553","source":"Crossref","is-referenced-by-count":21,"title":["Multi-class supervised classification of electrical borehole wall images using texture features"],"prefix":"10.1016","volume":"37","author":[{"given":"Matthias","family":"Jungmann","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Margarete","family":"Kopal","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Christoph","family":"Clauser","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Thomas","family":"Berlage","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.cageo.2010.08.008_bib1","unstructured":"Akbar, M., Vissapragada, B., Alghamdi, A., Allen, D., Herron, M., Carnegie, A., Dutta, D., Olesen, J., Chourasiya, R., Logan, D., et al., 2001. A snapshot of carbonate reservoir evaluation. Oilfield Review 21."},{"key":"10.1016\/j.cageo.2010.08.008_bib2","unstructured":"Albregtsen, F., 1995. Statistical Texture Measures Computed from Gray Level Cooccurrence Matrices. Image Processing Laboratory, Department of Informatics, University of Oslo."},{"key":"10.1016\/j.cageo.2010.08.008_bib3","doi-asserted-by":"crossref","unstructured":"Bartetzko, A., Pechnig, R., Wohlenberg, J., 2002. Interpretation of well-logging data to study lateral variations in young oceanic crust: DSDP\/ODP Holes 504B and 896A, Costa Rica Rift. In: Lovell, M., Parkinson, N. (Eds.), Geological Application of Well Logs-AAPG. Methods in Exploration Series, pp. 213\u2013228.","DOI":"10.1306\/Mth13780C15"},{"issue":"2","key":"10.1016\/j.cageo.2010.08.008_bib4","doi-asserted-by":"crossref","first-page":"477","DOI":"10.1046\/j.1365-246X.1999.00746.x","article-title":"Inferring the lithology of borehole rocks by applying neural network classifiers to downhole logs: an example from the Ocean Drilling Program","volume":"136","author":"Benaouda","year":"1999","journal-title":"Geophysical Journal International"},{"issue":"2","key":"10.1016\/j.cageo.2010.08.008_bib5","doi-asserted-by":"crossref","first-page":"272","DOI":"10.1016\/j.apradiso.2005.07.012","article-title":"Automated lithology prediction from PGNAA and other geophysical logs","volume":"64","author":"Borsaru","year":"2006","journal-title":"Applied Radiation and Isotopes"},{"issue":"5","key":"10.1016\/j.cageo.2010.08.008_bib6","doi-asserted-by":"crossref","first-page":"591","DOI":"10.1016\/S0098-3004(00)00010-8","article-title":"Lithofacies identification using multiple adaptive resonance theory neural networks and group decision expert system","volume":"26","author":"Chang","year":"2000","journal-title":"Computers and Geosciences"},{"key":"10.1016\/j.cageo.2010.08.008_bib7","unstructured":"Daubechies, I., 1992. Ten Lectures on Wavelets. CBMS-NSF Regional Conference Series in Applied Mathematics, Society for Industrial and Applied Mathematics (SIAM), vol. 61. Philadelphia, PA, USA, ISBN: 0898712742."},{"key":"10.1016\/j.cageo.2010.08.008_bib8","doi-asserted-by":"crossref","unstructured":"Dietterich, T.G., Bakiri, G., 1995. Solving multiclass learning problems via error-correcting output codes. Journal of Artificial Intelligence Research 2 (1), 263\u2013286.","DOI":"10.1613\/jair.105"},{"key":"10.1016\/j.cageo.2010.08.008_bib9","series-title":"Pattern Classification, second ed","author":"Duda","year":"2001"},{"key":"10.1016\/j.cageo.2010.08.008_bib10","unstructured":"Einaudi, F., Buysch, A., Stoll, J., 2001. Leg 197 Logging Summary. \u3008https:\/\/2.zoppoz.workers.dev:443\/http\/www.odplegacy.org\/science_results\/leg_summaries\/Leg197\/\u3009."},{"key":"10.1016\/j.cageo.2010.08.008_bib11","series-title":"Statistical Methods for Digital Computers","author":"Enslein","year":"1977"},{"issue":"3","key":"10.1016\/j.cageo.2010.08.008_bib12","doi-asserted-by":"crossref","first-page":"315","DOI":"10.1029\/97RG00221","article-title":"The role of downhole measurements in marine geology and geophysics","volume":"35","author":"Goldberg","year":"1997","journal-title":"Review of Geophysics"},{"key":"10.1016\/j.cageo.2010.08.008_bib13","series-title":"Computer and Robot Vision, first ed","author":"Haralick","year":"1992"},{"key":"10.1016\/j.cageo.2010.08.008_bib14","series-title":"The Elements of Statistical Learning","author":"Hastie","year":"2001"},{"key":"10.1016\/j.cageo.2010.08.008_bib15","doi-asserted-by":"crossref","unstructured":"Hu, M.K., 1962. Visual pattern recognition by moment invariants. IRE Transactions on Information Theory 8 (2), 179\u2013187.","DOI":"10.1109\/TIT.1962.1057692"},{"key":"10.1016\/j.cageo.2010.08.008_bib16","doi-asserted-by":"crossref","unstructured":"Jain, A., Duin, R., Mao, J., 2000. Statistical pattern recognition: a review. IEEE Transaction on Pattern Analysis and Machine Intelligence, 4\u201337.","DOI":"10.1109\/34.824819"},{"key":"10.1016\/j.cageo.2010.08.008_bib17","unstructured":"James, G., 1998. Majority Vote Classifiers: Theory and Applications. Ph.D. Thesis, Stanford University."},{"key":"10.1016\/j.cageo.2010.08.008_bib18","doi-asserted-by":"crossref","unstructured":"Khotanzad, A., Hong, Y.H., 1990. Invariant image recognition by zernike moments. IEEE Transaction on Pattern Analysis and Machine Intelligence 12 (5), 489\u2013497.","DOI":"10.1109\/34.55109"},{"key":"10.1016\/j.cageo.2010.08.008_bib19","doi-asserted-by":"crossref","unstructured":"Kittler, J., Hatef, M., Duin, R., Matas, J., 1998. On combining classifiers. IEEE Transactions on Pattern Analysis and Machine Intelligence, 226\u2013239.","DOI":"10.1109\/34.667881"},{"key":"10.1016\/j.cageo.2010.08.008_bib20","doi-asserted-by":"crossref","unstructured":"Li, T., Zhu, S., Ogihara, M., 2003. Using discriminant analysis for multi-class classification. In: Third IEEE International Conference on Data Mining. ICDM 2003, 2003, pp. 589\u2013592.","DOI":"10.1109\/ICDM.2003.1250984"},{"issue":"2","key":"10.1016\/j.cageo.2010.08.008_bib21","doi-asserted-by":"crossref","first-page":"171","DOI":"10.1088\/1742-2132\/4\/2\/006","article-title":"Rock classification based on resistivity patterns in electrical borehole wall images","volume":"4","author":"Linek","year":"2007","journal-title":"Journal of Geophysics and Engineering"},{"key":"10.1016\/j.cageo.2010.08.008_bib22","series-title":"Fundamentals of Well-Log Interpretation","author":"Serra","year":"1984"},{"key":"10.1016\/j.cageo.2010.08.008_bib23","unstructured":"Tarduno, J., Duncan, R., Cottrell, R., Scholl, D., 2001. Motion of Hawaiian hotspot during formation of the emperor seamounts: initial results of ODP Leg 197. In: AGU Fall Meeting Abstracts, p. 0915."},{"key":"10.1016\/j.cageo.2010.08.008_bib24","doi-asserted-by":"crossref","unstructured":"Tax, D., Duin, R., 2002. Using two-class classifiers for multiclass classification. In: International Conference on Pattern Recognition, vol. 16, pp. 124\u2013127.","DOI":"10.1109\/ICPR.2002.1048253"},{"key":"10.1016\/j.cageo.2010.08.008_bib25","doi-asserted-by":"crossref","unstructured":"Tuceryan, M., Jain, A., 1993. Texture analysis. Handbook of Pattern Recognition and Computer Vision, pp. 235\u2013276.","DOI":"10.1142\/9789814343138_0010"},{"key":"10.1016\/j.cageo.2010.08.008_bib26","unstructured":"van de Wouwer, G., 1998. Wavelets for Multiscale Texture Analysis. Ph.D. Thesis, Universiteit Antwerpen."},{"key":"10.1016\/j.cageo.2010.08.008_bib27","doi-asserted-by":"crossref","unstructured":"Walker, R., 1996. Statistical geometric features\u2014refinements for cytological texture analysis. Technical Report, University of Queensland, Department of Electrical and Computer Engineering.","DOI":"10.1109\/ICPR.1996.546931"},{"issue":"2","key":"10.1016\/j.cageo.2010.08.008_bib28","doi-asserted-by":"crossref","first-page":"141","DOI":"10.1144\/1354-079302-566","article-title":"Quantitative assessment of mudstone lithology using geophysical wireline logs and artificial neural networks","volume":"10","author":"Yang","year":"2004","journal-title":"Petroleum Geoscience"},{"key":"10.1016\/j.cageo.2010.08.008_bib29","doi-asserted-by":"crossref","first-page":"689","DOI":"10.1016\/S0031-8914(34)80259-5","article-title":"Diffraction theory of the cut procedure and its improved form, the phase contrast method","volume":"1","author":"Zernike","year":"1934","journal-title":"Physica"}],"container-title":["Computers & Geosciences"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/api.elsevier.com\/content\/article\/PII:S0098300410003134?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/api.elsevier.com\/content\/article\/PII:S0098300410003134?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,2,27]],"date-time":"2025-02-27T19:11:21Z","timestamp":1740683481000},"score":1,"resource":{"primary":{"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/linkinghub.elsevier.com\/retrieve\/pii\/S0098300410003134"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011,4]]},"references-count":29,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2011,4]]}},"alternative-id":["S0098300410003134"],"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/doi.org\/10.1016\/j.cageo.2010.08.008","relation":{},"ISSN":["0098-3004"],"issn-type":[{"value":"0098-3004","type":"print"}],"subject":[],"published":{"date-parts":[[2011,4]]}}}