{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:43:42Z","timestamp":1763192622333,"version":"3.45.0"},"reference-count":39,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100004225","name":"Petrobras","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004225","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,6,30]]},"DOI":"10.1109\/ijcnn64981.2025.11229362","type":"proceedings-article","created":{"date-parts":[[2025,11,14]],"date-time":"2025-11-14T18:46:15Z","timestamp":1763145975000},"page":"1-8","source":"Crossref","is-referenced-by-count":0,"title":["Effective Graph and Rank-based Contextual Embeddings for Textual and Multimedia Data"],"prefix":"10.1109","author":[{"given":"Thiago C\u00e9sar","family":"Castilho Almeida","sequence":"first","affiliation":[{"name":"State University of S&#x00E3;o Paulo (UNESP),Department of Statistics, Applied Math. and Computing,Rio Claro,Brazil"}]},{"given":"Gustavo","family":"Rosseto Let\u00edcio","sequence":"additional","affiliation":[{"name":"State University of S&#x00E3;o Paulo (UNESP),Department of Statistics, Applied Math. and Computing,Rio Claro,Brazil"}]},{"given":"Lucas Pascotti","family":"Valem","sequence":"additional","affiliation":[{"name":"University of S&#x00E3;o Paulo (USP),Institute of Mathematical Sciences and Computing,S&#x00E3;o Carlos,Brazil"}]},{"given":"Andr\u00e9","family":"Freitas","sequence":"additional","affiliation":[{"name":"University of Manchester,Department of Computer Science,Manchester,United Kingdom"}]},{"given":"Daniel Carlos","family":"Guimar\u00e3es Pedronette","sequence":"additional","affiliation":[{"name":"State University of S&#x00E3;o Paulo (UNESP),Department of Statistics, Applied Math. and Computing,Rio Claro,Brazil"}]}],"member":"263","reference":[{"article-title":"Representation learning on graphs: Methods and applications","year":"2018","author":"Hamilton","key":"ref1"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2018.03.022"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2018.2807452"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2018.2849727"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.jjimei.2022.100078"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623732"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939754"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220001"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2024.3425460"},{"article-title":"Tackling provably hard representative selection via graph neural networks","year":"2023","author":"Kazemi","key":"ref10"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2005.69"},{"article-title":"Active learning for graph embedding","year":"2017","author":"Cai","key":"ref12"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.14778\/3476249.3476295"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP46576.2022.9898060"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/2578726.2578770"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/SIBGRAPI.2015.28"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-77389-1_4"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/1852102.1852106"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2006.42"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2012.06.001"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143892"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2017.0-134"},{"article-title":"An image is worth 16x16 words: Transformers for image recognition at scale","year":"2021","author":"Dosovitskiy","key":"ref23"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00986"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"article-title":"Dinov2: Learning robust visual features without supervision","year":"2024","author":"Oquab","key":"ref26"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1410"},{"article-title":"Unsupervised dense information retrieval with contrastive learning","year":"2022","author":"Izacard","key":"ref28"},{"article-title":"Minilm: Deep self-attention distillation for task-agnostic compression of pre-trained transformers","year":"2020","author":"Wang","key":"ref29"},{"key":"ref30","article-title":"Distilbert, a distilled version of bert: smaller, faster, cheaper and lighter","volume":"abs\/1910.01108","author":"Sanh","year":"2019"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2022.103618"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1967.1053964"},{"article-title":"Semi-supervised classification with graph convolutional networks","year":"2017","author":"Kipf","key":"ref33"},{"key":"ref34","first-page":"6861","article-title":"Simplifying graph convolutional networks","volume-title":"Proceedings of the 36th International Conference on Machine Learning","volume":"97","author":"Wu"},{"article-title":"Predict then propagate: Graph neural networks meet personalized pagerank","volume-title":"International Conference on Learning Representations, ICLR 2019","author":"Klicpera","key":"ref35"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1982.1056489"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1126\/science.1136800"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1093\/comjnl\/26.4.354"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-37456-2_14"}],"event":{"name":"2025 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2025,6,30]]},"location":"Rome, Italy","end":{"date-parts":[[2025,7,5]]}},"container-title":["2025 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11227166\/11227148\/11229362.pdf?arnumber=11229362","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:40:41Z","timestamp":1763192441000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11229362\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,30]]},"references-count":39,"URL":"https:\/\/doi.org\/10.1109\/ijcnn64981.2025.11229362","relation":{},"subject":[],"published":{"date-parts":[[2025,6,30]]}}}