{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,26]],"date-time":"2025-07-26T08:48:23Z","timestamp":1753519703978},"reference-count":30,"publisher":"Springer Science and Business Media LLC","issue":"10","license":[{"start":{"date-parts":[[2009,6,3]],"date-time":"2009-06-03T00:00:00Z","timestamp":1243987200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Vis Comput"],"published-print":{"date-parts":[[2009,10]]},"DOI":"10.1007\/s00371-009-0368-7","type":"journal-article","created":{"date-parts":[[2009,6,2]],"date-time":"2009-06-02T12:51:43Z","timestamp":1243947103000},"page":"923-937","source":"Crossref","is-referenced-by-count":40,"title":["Visual analysis of image collections"],"prefix":"10.1007","volume":"25","author":[{"given":"Danilo M.","family":"Eler","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marcel Y.","family":"Nakazaki","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fernando V.","family":"Paulovich","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Davi P.","family":"Santos","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gabriel F.","family":"Andery","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Maria Cristina F.","family":"Oliveira","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jo\u00e3o","family":"Batista Neto","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rosane","family":"Minghim","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2009,6,3]]},"reference":[{"issue":"2","key":"368_CR1","doi-asserted-by":"crossref","first-page":"449","DOI":"10.1109\/TIP.2005.860593","volume":"15","author":"S.G. Jacob Goldberger","year":"2006","unstructured":"Jacob Goldberger, S.G., Greenspan, H.: Unsupervised image-set clustering using an information theoretic framework. IEEE Trans. Image Proc. 15(2), 449\u2013458 (2006). doi: 10.1109\/TIP.2005.860593","journal-title":"IEEE Trans. Image Proc."},{"issue":"11","key":"368_CR2","doi-asserted-by":"crossref","first-page":"1542","DOI":"10.1109\/TPAMI.2002.1046177","volume":"24","author":"K. Kim","year":"2002","unstructured":"Kim, K., Jung, K., Park, S., Kim, H.: Support vector machines for texture classification. IEEE Trans. Pattern Anal. Mach. Intell. 24(11), 1542\u20131550 (2002). doi: 10.1109\/TPAMI.2002.1046177","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"9","key":"368_CR3","doi-asserted-by":"crossref","first-page":"2161","DOI":"10.1016\/S0031-3203(03)00013-X","volume":"36","author":"Y. Venkatesh","year":"2003","unstructured":"Venkatesh, Y., Raja, S.: On the classification of multispectral satellite images using the Multi-Layer Perceptron. Pattern Recognit. 36(9), 2161\u20132175 (2003). doi: 10.1016\/S0031-3203(03)00013-X","journal-title":"Pattern Recognit."},{"key":"368_CR4","doi-asserted-by":"crossref","first-page":"27","DOI":"10.1109\/SIBGRAPI.2007.21","volume-title":"Proceedings of the XX Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2007)","author":"F.V. Paulovich","year":"2007","unstructured":"Paulovich, F.V., Oliveira, M.C.F., Minghim, R.: The projection explorer: A\u00a0flexible tool for projection-based multidimensional visualization. In: Proceedings of the XX Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2007), pp.\u00a027\u201336. IEEE Computer Society, Washington DC (2007). doi: 10.1109\/SIBGRAPI.2007.39"},{"issue":"3","key":"368_CR5","doi-asserted-by":"crossref","first-page":"564","DOI":"10.1109\/TVCG.2007.70443","volume":"14","author":"F.V. Paulovich","year":"2008","unstructured":"Paulovich, F.V., Nonato, L.G., Minghim, R., Levkowitz, H.: Least square projection: a\u00a0fast high-precision multidimensional projection technique and its application to document mapping. IEEE Trans. Vis. Comput. Graph. 14(3), 564\u2013575 (2008). doi: 10.1109\/TVCG.2007.70443","journal-title":"IEEE Trans. Vis. Comput. Graph."},{"key":"368_CR6","doi-asserted-by":"crossref","unstructured":"Cuadros, A.M., Paulovich, F.V., Minhgim, R., Telles, G.P.: Point placement by phylogenetic trees and its application for visual analysis of document collections. In: IEEE Symposium Visual Analytics Science and Technology 2007 (VAST 2007), pp. 99\u2013106. Sacramento, California, USA (2007). doi: 10.1109\/vast.2007.4389002","DOI":"10.1109\/VAST.2007.4389002"},{"key":"368_CR7","doi-asserted-by":"crossref","first-page":"76","DOI":"10.1109\/CMV.2007.19","volume-title":"Proceedings V International Conference on Coordinated and Multiple Views in Exploratory Visualization (CMV 2007)","author":"A. Heijs","year":"2007","unstructured":"Heijs, A.: Requirements for coordinated multiple view visualization systems for industrial applications. In: Proceedings V International Conference on Coordinated and Multiple Views in Exploratory Visualization (CMV 2007), pp. 76\u201379. IEEE Computer Society, Washington DC (2007). doi: 10.1109\/CMV.2007.19"},{"key":"368_CR8","unstructured":"Chen, C., Gagaudakis, G., Rosin, P.: Similarity-based image browsing. In: XVI IFIP World Computer Congress, International Conference on Intelligent Information Processing, pp. 206\u2013213. Beijing, China (2000)"},{"key":"368_CR9","volume-title":"Pathfinder Associative Networks: Studies in Knowledge Organization","year":"1990","unstructured":"Schvaneveldt, R.W. (ed.): Pathfinder Associative Networks: Studies in Knowledge Organization. Ablex, Norwood (1990)"},{"key":"368_CR10","first-page":"111","volume-title":"Proceedings XXX ACM International Conference on Research and Development in Information Retrieval","author":"J. Fan","year":"2007","unstructured":"Fan, J., Gao, Y., Luo, H.: Hierarchical classification for automatic image annotation. In: Proceedings XXX ACM International Conference on Research and Development in Information Retrieval, pp. 111\u2013118. ACM Press, New York (2007). doi: 10.1145\/1277741.1277763"},{"issue":"5500","key":"368_CR11","doi-asserted-by":"crossref","first-page":"2323","DOI":"10.1126\/science.290.5500.2323","volume":"290","author":"S.T. Roweis","year":"2000","unstructured":"Roweis, S.T., Saul, L.K.: Nonlinear dimensionality reduction by locally linear embedding. Science 290(5500), 2323\u20132326 (2000). doi: 10.1126\/science.290.5500.2323","journal-title":"Science"},{"issue":"5500","key":"368_CR12","doi-asserted-by":"crossref","first-page":"2319","DOI":"10.1126\/science.290.5500.2319","volume":"290","author":"J.B. Tenenbaum","year":"2000","unstructured":"Tenenbaum, J.B., de Silva, V., Langford, J.C.: A global geometric framework for nonlinear dimensionality reduction. Science 290(5500), 2319\u20132323 (2000). doi: 10.1126\/science.290.5500.2319","journal-title":"Science"},{"issue":"1\u20132","key":"368_CR13","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1023\/B:VISI.0000004834.62090.74","volume":"56","author":"B. Moghaddam","year":"2004","unstructured":"Moghaddam, B., Tian, Q., Lesh, N., Shen, C., Huang, T.S.: Visualization and user-modeling for browsing personal photo-libraries. Int. J. Comput. Vis. 56(1\u20132), 109\u2013130 (2004)","journal-title":"Int. J. Comput. Vis."},{"issue":"9","key":"368_CR14","doi-asserted-by":"crossref","first-page":"1243","DOI":"10.1109\/TPAMI.2004.66","volume":"26","author":"L. Yang","year":"2004","unstructured":"Yang, L.: Distance-preserving projection of high-dimensional data for nonlinear dimensionality reduction. IEEE Trans. Pattern Anal. Mach. Intell. 26(9), 1243\u20131246 (2004). doi: 10.1109\/TPAMI.2004.66","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"368_CR15","doi-asserted-by":"crossref","first-page":"60600S","DOI":"10.1117\/12.650880","volume-title":"Proceedings SPIE-IS&T Electronic Imaging, Visualization and Data Analysis 2006","author":"R. Minghim","year":"2006","unstructured":"Minghim, R., Paulovich, F.V., Lopes, A.A.: Content-based text mapping using multi-dimensional projections for exploration of document collections. In: Erbacher, R.F., Roberts, J.C., Gr\u00f6hn, M.T., Borner, K. (eds.) Proceedings SPIE-IS&T Electronic Imaging, Visualization and Data Analysis 2006, vol.\u00a06060, p.\u00a060600S. SPIE, San Jose (2006). doi: 10.1117\/12.650880"},{"issue":"2","key":"368_CR16","doi-asserted-by":"crossref","first-page":"153","DOI":"10.1109\/34.574797","volume":"19","author":"A.K. Jain","year":"1997","unstructured":"Jain, A.K., Zongker, D.: Feature selection: Evaluation, application, and small sample performance. IEEE Trans. Pattern Anal. Mach. Intell. 19(2), 153\u2013158 (1997). doi: 10.1109\/34.574797","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"4","key":"368_CR17","first-page":"46","volume":"6","author":"G.D. Garson","year":"1991","unstructured":"Garson, G.D.: Interpreting neural net connection weights. AI Expert 6(4), 46\u201351 (1991)","journal-title":"AI Expert"},{"key":"368_CR18","doi-asserted-by":"crossref","first-page":"253","DOI":"10.1109\/SIBGRAPI.2007.17","volume-title":"Proceedings of the XX Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2007)","author":"D.P. Santos","year":"2007","unstructured":"Santos, D.P., Neto, J.E.S.B.: Feature selection with equalized salience measures and its application to segmentation. In: Proceedings of the XX Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2007), pp. 253\u2013262. IEEE Computer Society, Los Alamitos (2007). doi: 10.1109\/SIBGRAPI.2007.18"},{"issue":"1\u20134","key":"368_CR19","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/S0925-2312(99)00146-0","volume":"31","author":"G. Castellano","year":"2000","unstructured":"Castellano, G., Fanelli, A.M.: Variable selection using neural-network models. Neurocomputing 31(1\u20134), 1\u201313 (2000). doi: 10.1016\/S0925-2312(99)00146-0","journal-title":"Neurocomputing"},{"issue":"8","key":"368_CR20","doi-asserted-by":"crossref","first-page":"767","DOI":"10.1016\/S0305-0548(96)00088-3","volume":"24","author":"R. Nath","year":"1997","unstructured":"Nath, R., Rajagopalan, B., Ryker, R.: Determining the saliency of input variables in neural network classifiers. Comput. Oper. Res. 24(8), 767\u2013773 (1997). doi: 10.1016\/S0305-0548(96)00088-3","journal-title":"Comput. Oper. Res."},{"key":"368_CR21","doi-asserted-by":"crossref","unstructured":"Eler, D.M., Paulovich, F.V., de Oliveira, M.C.F., Minghim, R.: Coordinated and multiple views for visualizing text collections. In: Proceedings XXII International Conference on Information Visualization (IV\u201908), pp. 246\u2013251 (2008). doi: 10.1109\/IV.2008.39","DOI":"10.1109\/IV.2008.39"},{"key":"368_CR22","first-page":"2141","volume-title":"Proceedings of the ICIP","author":"K. Huang","year":"2006","unstructured":"Huang, K., Aviyente, S.: Rotation-invariant texture classification with ridgelet transform and Fourier transform. In: Proceedings of the ICIP, pp. 2141\u20132144. IEEE, New York (2006). doi: 10.1109\/ICIP.2006.312867"},{"issue":"8","key":"368_CR23","doi-asserted-by":"crossref","first-page":"837","DOI":"10.1109\/34.531803","volume":"18","author":"B.S. Manjunath","year":"1996","unstructured":"Manjunath, B.S., Ma, W.Y.: Texture features for browsing and retrieval of image data. IEEE Trans. Pattern Anal. Mach. Intell. 18(8), 837\u2013842 (1996). doi: 10.1109\/34.531803","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"368_CR24","first-page":"207","volume-title":"The Handbook of Pattern Recognition and Computer Vision","author":"M. Tuceryan","year":"1998","unstructured":"Tuceryan, M., Jain, A.K.: Texture analysis. In: The Handbook of Pattern Recognition and Computer Vision, 2nd edn., pp. 207\u2013248. World Scientific, Singapore (1998)","edition":"2"},{"key":"368_CR25","first-page":"353","volume-title":"Proceedings VII International Conference on Intelligent Systems Design and Applications (ISDA 2007)","author":"L.A. da Silva","year":"2007","unstructured":"da Silva, L.A., Moreno, R.A., Furuie, S.S., Hernandez, E.D.M.: Medical image categorization based on wavelet transform and self-organizing map. In: Proceedings VII International Conference on Intelligent Systems Design and Applications (ISDA 2007), pp. 353\u2013356. IEEE Computer Society, Washington DC (2007). doi: 10.1109\/ISDA.2007.100"},{"issue":"3","key":"368_CR26","doi-asserted-by":"crossref","first-page":"327","DOI":"10.1016\/j.cag.2007.01.024","volume":"31","author":"G.P. Telles","year":"2007","unstructured":"Telles, G.P., Minghim, R., Paulovich, F.V.: Normalized compression distance for visual analysis of document collections. Comput. Graph. 31(3), 327\u2013337 (2007). doi: 10.1016\/j.cag.2007.01.024","journal-title":"Comput. Graph."},{"key":"368_CR27","first-page":"11","volume":"30","author":"D.C. Philips","year":"1970","unstructured":"Philips, D.C.: The development of crystallographic enzymology. ASF 30, 11\u201328 (1970)","journal-title":"ASF"},{"issue":"11","key":"368_CR28","doi-asserted-by":"crossref","first-page":"1429","DOI":"10.1093\/bioinformatics\/btm124","volume":"23","author":"M.J. Pietal","year":"2007","unstructured":"Pietal, M.J., Tuszynska, I., Bujnicki, J.M.: Protmap2d: visualization, comparison and analysis of 2d maps of protein structure. Bioinformatics 23(11), 1429\u20131430 (2007). doi: 10.1093\/bioinformatics\/btm124","journal-title":"Bioinformatics"},{"key":"368_CR29","doi-asserted-by":"crossref","first-page":"403","DOI":"10.1016\/S0022-2836(05)80360-2","volume":"215","author":"S.F. Altschul","year":"1990","unstructured":"Altschul, S.F., Gish, W.M., Myers, E.W., Lipman, D.J.: A basic local alignment search tool. J.\u00a0Mol. Biol. 215, 403\u2013410 (1990)","journal-title":"J.\u00a0Mol. Biol."},{"issue":"4","key":"368_CR30","doi-asserted-by":"crossref","first-page":"1546","DOI":"10.1109\/TIT.2005.844059","volume":"51","author":"R. Cilibrasi","year":"2005","unstructured":"Cilibrasi, R., Vit\u00e1nyi, P.: Clustering by compression. IEEE Trans. Inf. Theory 51(4), 1546\u20131555 (2005). doi: 10.1109\/TIT.2005.844059","journal-title":"IEEE Trans. Inf. Theory"}],"container-title":["The Visual Computer"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00371-009-0368-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00371-009-0368-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00371-009-0368-7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,28]],"date-time":"2019-05-28T14:59:21Z","timestamp":1559055561000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00371-009-0368-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009,6,3]]},"references-count":30,"journal-issue":{"issue":"10","published-print":{"date-parts":[[2009,10]]}},"alternative-id":["368"],"URL":"https:\/\/doi.org\/10.1007\/s00371-009-0368-7","relation":{},"ISSN":["0178-2789","1432-2315"],"issn-type":[{"value":"0178-2789","type":"print"},{"value":"1432-2315","type":"electronic"}],"subject":[],"published":{"date-parts":[[2009,6,3]]}}}