{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:57:29Z","timestamp":1750309049363,"version":"3.41.0"},"publisher-location":"New York, New York, USA","reference-count":40,"publisher":"ACM Press","license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-sa\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1145\/3216122.3216163","type":"proceedings-article","created":{"date-parts":[[2018,7,10]],"date-time":"2018-07-10T16:26:42Z","timestamp":1531240002000},"page":"267-272","source":"Crossref","is-referenced-by-count":11,"title":["Data Mining Ancient Script Image Data Using Convolutional Neural Networks"],"prefix":"10.1145","author":[{"given":"Shruti","family":"Daggumati","sequence":"first","affiliation":[{"name":"University of Nebraska-Lincoln, Lincoln, Nebraska, USA"}]},{"given":"Peter Z.","family":"Revesz","sequence":"additional","affiliation":[{"name":"University of Nebraska-Lincoln, Lincoln, Nebraska, USA"}]}],"member":"320","reference":[{"doi-asserted-by":"crossref","unstructured":"Ujjwal Bhattacharya and BB Chaudhuri. 2005. Databases for research on recognition of handwritten characters of Indian scripts. In Document Analysis and Recognition, 2005. Proceedings. Eighth International Conference on. IEEE, 789--793.","key":"key-10.1145\/3216122.3216163-1","DOI":"10.1109\/ICDAR.2005.84"},{"unstructured":"Francois Chollet. 2016. Building powerful image classification models using very little data. https:\/\/blog.keras.io\/building-powerful-image-classification-models-using-very-little-data.html.","key":"key-10.1145\/3216122.3216163-2"},{"doi-asserted-by":"crossref","unstructured":"H Devi. 2006. Thresholding: A Pixel-Level image processing methodology preprocessing technique for an OCR system for the Brahmi script. Ancient Asia 1 (2006).","key":"key-10.1145\/3216122.3216163-3","DOI":"10.5334\/aa.06113"},{"doi-asserted-by":"crossref","unstructured":"Walter Ashlin Fairservis. 1992. The Harappan civilization and its writing: a model for the decipherment of the Indus script. Brill.","key":"key-10.1145\/3216122.3216163-4","DOI":"10.1163\/9789004676756"},{"unstructured":"Steve Farmer, Richard Sproat, and Michael Witzel. 2016. The collapse of the Indus-script thesis: The myth of a literate Harappan civilization. Electronic Journal of Vedic Studies 11, 2 (2016), 19--57.","key":"key-10.1145\/3216122.3216163-5"},{"unstructured":"Steven R Fischer. 2004. History of writing. Reaktion books.","key":"key-10.1145\/3216122.3216163-6"},{"unstructured":"Andreas Fuls. 2018. Online Archaeoastronomy in Space and Time. http:\/\/www.user.tu-berlin.de\/fuls\/Homepage\/.","key":"key-10.1145\/3216122.3216163-7"},{"unstructured":"Swarajya Prakash Gupta and Kattalai Subrahmanyayyar Ramachandran. 1979. The origin of Brahmi script. Vol. 2. DK Publications.","key":"key-10.1145\/3216122.3216163-8"},{"unstructured":"Sofie Haesevoets, Bart Kuijpers, and Peter Z Revesz. 2017. Affine-Invariant Triangulation of Spatio-Temporal Data with an Application to Image Retrieval. ISPRS International Journal of Geo-Information 6, 4 (2017), 100.","key":"key-10.1145\/3216122.3216163-9"},{"unstructured":"Max Jaderberg, Karen Simonyan, Andrea Vedaldi, and Andrew Zisserman. 2014. Synthetic data and artificial neural networks for natural scene text recognition. arXiv preprint arXiv:1406.2227 (2014).","key":"key-10.1145\/3216122.3216163-10"},{"doi-asserted-by":"crossref","unstructured":"Max Jaderberg, Karen Simonyan, Andrea Vedaldi, and Andrew Zisserman. 2016. Reading text in the wild with convolutional neural networks. International Journal of Computer Vision 116, 1 (2016), 1--20.","key":"key-10.1145\/3216122.3216163-11","DOI":"10.1007\/s11263-015-0823-z"},{"doi-asserted-by":"crossref","unstructured":"Keechul Jung, Kwang In Kim, and Anil K Jain. 2004. Text information extraction in images and video: a survey. Pattern recognition 37, 5 (2004), 977--997.","key":"key-10.1145\/3216122.3216163-12","DOI":"10.1016\/j.patcog.2003.10.012"},{"unstructured":"Subhash C Kak. 1988. A frequency analysis of the Indus script. Cryptologia 12, 3 (1988), 129--143.","key":"key-10.1145\/3216122.3216163-13"},{"unstructured":"Paris C Kanellakis, Gabriel M Kuper, and Peter Z Revesz. 1995. Constraint query languages. J. Comput. System Sci. 51, 1 (1995), 26--52.","key":"key-10.1145\/3216122.3216163-14"},{"unstructured":"David H Kelley and Bryan Wells. 1995. Recent Developments In Understanding The Indus Script. The Quarterly Review of Archaeology 16, 1 (1995), 15--23.","key":"key-10.1145\/3216122.3216163-15"},{"unstructured":"Yann LeCun, Corinna Cortes, and Chris Burges. 1998. MNIST handwritten digit database. http:\/\/yann.lecun.com\/exdb\/mnist\/.","key":"key-10.1145\/3216122.3216163-16"},{"doi-asserted-by":"crossref","unstructured":"Asko Parpola. 1986. The Indus script: A challenging puzzle. World Archaeology 17, 3 (1986), 399--419.","key":"key-10.1145\/3216122.3216163-17","DOI":"10.1080\/00438243.1986.9979979"},{"unstructured":"Asko Parpola. 2005. Study of the Indus script. In Proceedings of the International Conference of Eastern Studies, Vol. 50. 28--66.","key":"key-10.1145\/3216122.3216163-18"},{"unstructured":"Asko Parpola. 2009. Deciphering the Indus script. Cambridge University Press.","key":"key-10.1145\/3216122.3216163-19"},{"unstructured":"Rajesh PN Rao, Nisha Yadav, Mayank N Vahia, Hrishikesh Joglekar, R Adhikari, and Iravatham Mahadevan. 2009. Entropic evidence for linguistic structure in the Indus script. Science 324, 5931 (2009), 1165--1165.","key":"key-10.1145\/3216122.3216163-20"},{"unstructured":"Rajesh PN Rao, Nisha Yadav, Mayank N Vahia, Hrishikesh Joglekar, R Adhikari, and Iravatham Mahadevan. 2009. A Markov model of the Indus script. Proceedings of the National Academy of Sciences 106, 33 (2009), 13685--13690.","key":"key-10.1145\/3216122.3216163-21"},{"unstructured":"Shikaripur Ranganatha Rao. 1982. The decipherment of the Indus script. Asia Publishing House.","key":"key-10.1145\/3216122.3216163-22"},{"doi-asserted-by":"crossref","unstructured":"Peter Z. Revesz. 2010. Introduction to Databases: From Biological to Spatio-Temporal. Springer, New York.","key":"key-10.1145\/3216122.3216163-23","DOI":"10.1007\/978-1-84996-095-3"},{"doi-asserted-by":"crossref","unstructured":"Peter Z. Revesz. 2013. An algorithm for constructing hypothetical evolutionary trees using common mutations similarity matrices.","key":"key-10.1145\/3216122.3216163-24","DOI":"10.1145\/2506583.2512391"},{"unstructured":"Peter Z. Revesz. 2016. Bioinformatics evolutionary tree algorithms reveal the history of the Cretan Script Family. Internation Journal of Applied Mathematics and Informatics 10 (2016), 67--76.","key":"key-10.1145\/3216122.3216163-25"},{"unstructured":"Peter Z. Revesz. 2016. A computer-aided translation of the Cretan Hieroglyph script. International Journal of Signal Processing 1 (2016), 127--133.","key":"key-10.1145\/3216122.3216163-26"},{"unstructured":"Peter Z. Revesz. 2016. A computer-aided translation of the Phaistos Disk. International Journal of Computers 10 (2016), 94--100.","key":"key-10.1145\/3216122.3216163-27"},{"unstructured":"Peter Z. Revesz. 2017. Establishing the West-Ugric language family with Minoan, Hattic and Hungarian by a decipherment of Linear A. WSEAS Transactions on Information Science and Applications 14 (2017), 306--335.","key":"key-10.1145\/3216122.3216163-28"},{"unstructured":"Peter Z. Revesz. 2017. A Translation of the Arkalochori Axe and the Malia Altar Stone. WSEAS Transactions on Information Science and Applications 14, 1 (2017), 124--133.","key":"key-10.1145\/3216122.3216163-29"},{"unstructured":"Peter Z. Revesz and Zhiqiang Li. 2016. Incremental phylogenetics by repeated insertions: An evolutionary tree algorithm. International Journal of Biology and Biomedical Engineering 10, 1 (2016), 148--158.","key":"key-10.1145\/3216122.3216163-30"},{"doi-asserted-by":"crossref","unstructured":"Richard Salomon. 1996. Deciphering the Indus Script. JSTOR.","key":"key-10.1145\/3216122.3216163-31","DOI":"10.2307\/605446"},{"doi-asserted-by":"crossref","unstructured":"Richard Salomon. 1998. Indian Epigraphy: A Guide to the Study of Inscriptions in Sanskrit, Prakrit, and the Other Indo-Aryan Languages. Oxford University Press.","key":"key-10.1145\/3216122.3216163-32","DOI":"10.1093\/oso\/9780195099843.001.0001"},{"unstructured":"Richard G Salomon. 1996. Brahmi and Kharoshthi. The worldâĂŹs writing systems (1996), 373--383.","key":"key-10.1145\/3216122.3216163-33"},{"unstructured":"Upinder Singh. 2008. A history of ancient and early medieval India: from the Stone Age to the 12th century. Pearson Education India.","key":"key-10.1145\/3216122.3216163-34"},{"unstructured":"Bryan Wells. 1998. An introduction to Indus writing. University of Calgary.","key":"key-10.1145\/3216122.3216163-35"},{"unstructured":"Bryan Wells and Andreas Fuls. 2017. Online Indus Writing Database. http:\/\/caddy.igg.tu-berlin.de\/indus\/welcome.htm.","key":"key-10.1145\/3216122.3216163-36"},{"unstructured":"Bryan K Wells. 2011. Epigraphic approaches to Indus writing. Oxbow Books.","key":"key-10.1145\/3216122.3216163-37"},{"doi-asserted-by":"crossref","unstructured":"Bryan K Wells and Andreas Fuls. 2015. The archaeology and epigraphy of Indus writing. Archaeopress.","key":"key-10.1145\/3216122.3216163-38","DOI":"10.2307\/j.ctvr43jmf"},{"doi-asserted-by":"crossref","unstructured":"Hang Yue, Laurence R Rilett, and Peter Z Revesz. 2016. Spatio-temporal traffic video data archiving and retrieval system. GeoInformatica 20, 1 (2016), 59--94.","key":"key-10.1145\/3216122.3216163-39","DOI":"10.1007\/s10707-015-0231-0"},{"doi-asserted-by":"crossref","unstructured":"Arlene R Zide and Kamil V Zvelebil. 1976. The Soviet decipherment of the Indus Valley script: Translation and critique. Vol. 156. Walter de Gruyter.","key":"key-10.1145\/3216122.3216163-40","DOI":"10.1515\/9783110800258"}],"event":{"number":"22","sponsor":["Concordia University"],"acronym":"IDEAS 2018","name":"the 22nd International Database Engineering & Applications Symposium","start":{"date-parts":[[2018,6,18]]},"location":"Villa San Giovanni, Italy","end":{"date-parts":[[2018,6,20]]}},"container-title":["Proceedings of the 22nd International Database Engineering & Applications Symposium on - IDEAS 2018"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3216122.3216163","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/dl.acm.org\/ft_gateway.cfm?id=3216163&ftid=1986378&dwn=1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T22:29:34Z","timestamp":1750285774000},"score":1,"resource":{"primary":{"URL":"http:\/\/dl.acm.org\/citation.cfm?doid=3216122.3216163"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"references-count":40,"URL":"https:\/\/doi.org\/10.1145\/3216122.3216163","relation":{},"subject":[],"published":{"date-parts":[[2018]]}}}