{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T07:10:03Z","timestamp":1755846603402,"version":"3.44.0"},"publisher-location":"New York, NY, USA","reference-count":15,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,12,17]],"date-time":"2022-12-17T00:00:00Z","timestamp":1671235200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,12,17]]},"DOI":"10.1145\/3582099.3582119","type":"proceedings-article","created":{"date-parts":[[2023,4,20]],"date-time":"2023-04-20T13:11:59Z","timestamp":1681996319000},"page":"123-127","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Effects of transfer learning for handwritten digit classification in a small training sample size situation"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0519-6511","authenticated-orcid":false,"given":"Yoshihiro","family":"Mitani","sequence":"first","affiliation":[{"name":"National Institute of Technology, Japan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3775-9649","authenticated-orcid":false,"given":"Naoki","family":"Yamaguchi","sequence":"additional","affiliation":[{"name":"National Institute of Technology, Japan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4211-8237","authenticated-orcid":false,"given":"Yusuke","family":"Fujita","sequence":"additional","affiliation":[{"name":"Yamaguchi University, Japan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4826-3507","authenticated-orcid":false,"given":"Yoshihiko","family":"Hamamoto","sequence":"additional","affiliation":[{"name":"Yamaguchi University, Japan"}]}],"member":"320","published-online":{"date-parts":[[2023,4,20]]},"reference":[{"key":"e_1_3_2_1_1_1","first-page":"835","volume-title":"Handbook of Statistics","author":"Jain A. K.","year":"1982","unstructured":"A. K. Jain and B. Chandrasekaran, \u201cDimensionality and sample size considerations in pattern recognition practice,\u201d P. R. Krishnaiah and L. N. Kanal, eds., Handbook of Statistics, Vol. 2, North-Holland Publishing Company, pp. 835-855, 1982."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.1990.118138"},{"key":"e_1_3_2_1_3_1","first-page":"33","article-title":"Small sample size problems in designing artificial neural networks","volume":"11","author":"Raudys S. J.","year":"1991","unstructured":"S. J. Raudys and A. K. Jain, \u201cSmall sample size problems in designing artificial neural networks,\u201d Machine Intelligence and Pattern Recognition, 11, pp. 33-50, 1991.","journal-title":"Machine Intelligence and Pattern Recognition"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2006.18.7.1527"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1038\/nature14539"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.26438\/ijcse\/v6si5.96100"},{"key":"e_1_3_2_1_7_1","volume-title":"Advancements in image classification using convolutional neural network","author":"Sultana F.","year":"1905","unstructured":"F. Sultana, A. Sufian, and P. Dutta, \u201cAdvancements in image classification using convolutional neural network,\u201d arXiv:1905.03288, 2019."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1038\/323533a0"},{"key":"e_1_3_2_1_9_1","volume-title":"A comprehensive survey on transfer learning","author":"Zhuang F.","year":"1911","unstructured":"F. Zhuang, Z. Qi, K. Duan, D. Xi, Y. Zhu, H. Zhu, H. Xiong, and Q. He, \u201cA comprehensive survey on transfer learning,\u201d arXiv:1911.02685, 2019."},{"key":"e_1_3_2_1_10_1","volume-title":"Last acacessed on 2022-01-20. https:\/\/keras.io\/api\/applications\/","author":"Applications Keras","year":"2022","unstructured":"Keras Applications. Last acacessed on 2022-01-20. https:\/\/keras.io\/api\/applications\/ , 2022."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"e_1_3_2_1_12_1","volume-title":"Last accessed on 2022-01-20. https:\/\/www.tensorflow.org\/","author":"Brain Google","year":"2022","unstructured":"Google Brain, TensorFlow. Last accessed on 2022-01-20. https:\/\/www.tensorflow.org\/ , 2022"},{"volume-title":"Last accessed on 2022-01-20. https:\/\/image-net.org\/","year":"2022","key":"e_1_3_2_1_13_1","unstructured":"ImageNet. Last accessed on 2022-01-20. https:\/\/image-net.org\/ , 2022."},{"key":"e_1_3_2_1_14_1","volume-title":"Pattern Classification","author":"Duda R. O.","year":"2001","unstructured":"R. O. Duda, P. E. Hart, and D. G. Stork, Pattern Classification, Second Edition, Wiley Interscience, 2001"},{"key":"e_1_3_2_1_15_1","volume-title":"Introduction to statistical pattern recognition","author":"Fukunaga K.","year":"1990","unstructured":"K. Fukunaga, Introduction to statistical pattern recognition, Second Edition, Academic Pres, 1990"}],"event":{"name":"AICCC 2022: 2022 5th Artificial Intelligence and Cloud Computing Conference","acronym":"AICCC 2022","location":"Osaka Japan"},"container-title":["Proceedings of the 2022 5th Artificial Intelligence and Cloud Computing Conference"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3582099.3582119","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3582099.3582119","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T06:51:55Z","timestamp":1755845515000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3582099.3582119"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12,17]]},"references-count":15,"alternative-id":["10.1145\/3582099.3582119","10.1145\/3582099"],"URL":"https:\/\/doi.org\/10.1145\/3582099.3582119","relation":{},"subject":[],"published":{"date-parts":[[2022,12,17]]},"assertion":[{"value":"2023-04-20","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}