{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,8]],"date-time":"2026-03-08T01:44:50Z","timestamp":1772934290043,"version":"3.50.1"},"reference-count":32,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,12,8]],"date-time":"2025-12-08T00:00:00Z","timestamp":1765152000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,8]],"date-time":"2025-12-08T00:00:00Z","timestamp":1765152000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,12,8]]},"DOI":"10.1109\/bigdata66926.2025.11402336","type":"proceedings-article","created":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T20:57:57Z","timestamp":1772830677000},"page":"2663-2668","source":"Crossref","is-referenced-by-count":0,"title":["Accelerating Industrial Geological Stratification from Well Logs with Deep Learning and Statistical Constraints"],"prefix":"10.1109","author":[{"given":"Yuchen","family":"Wang","sequence":"first","affiliation":[{"name":"CentraleSup&#x00E9;lec,Paris,France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ghali Laraqui","family":"Houssaini","sequence":"additional","affiliation":[{"name":"CentraleSup&#x00E9;lec,Paris,France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuchen","family":"Hou","sequence":"additional","affiliation":[{"name":"CentraleSup&#x00E9;lec,Paris,France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shwetha","family":"Salimath","sequence":"additional","affiliation":[{"name":"LISN, Universite Paris Saclay, SLB,Paris,France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sylvain","family":"Wlodarczyk","sequence":"additional","affiliation":[{"name":"SLB,Montpellier,France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Francesca","family":"Bugiotti","sequence":"additional","affiliation":[{"name":"CentraleSup&#x00E9;lec,Paris,France"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"crossref","DOI":"10.1007\/s10618-021-00782-4","volume-title":"Early abandoning and pruning for elastic distances including dynamic time warping","author":"Herrmann","year":"2021"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-020-00679-8"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-014-0377-7"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-019-00617-3"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-020-00710-y"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-019-00619-1"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-020-00701-z"},{"key":"ref8","article-title":"Random features for large-scale kernel machines","volume-title":"Neural Information Processing Systems","author":"Rahimi","year":"2007"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-022-00844-1"},{"key":"ref10","volume-title":"Deep Learning","author":"Goodfellow","year":"2016"},{"key":"ref11","volume-title":"Multi-scale context aggregation by dilated convolutions","author":"Yu","year":"2016"},{"key":"ref12","volume-title":"An empirical evaluation of generic convolutional and recurrent networks for sequence modeling","author":"Bai","year":"2018"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2009.5459469"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467231"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/icmla55696.2022.00012"},{"key":"ref16","doi-asserted-by":"crossref","DOI":"10.1145\/3219819.3220060","volume-title":"Multilevel wavelet decomposition network for interpretable time series analysis","author":"Wang","year":"2018"},{"key":"ref17","article-title":"Sequence to sequence learning with neural networks","volume":"27","author":"Sutskever","year":"2014","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/W14-4012"},{"key":"ref19","volume-title":"Neural machine translation by jointly learning to align and translate","author":"Bahdanau","year":"2016"},{"key":"ref20","volume-title":"Convolutional lstm network: A machine learning approach for precipitation nowcasting","author":"Shi","year":"2015"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1111\/tgis.12644"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2024.129636"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.tej.2024.107370"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.09.082"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.3390\/e24121798"},{"key":"ref26","doi-asserted-by":"crossref","first-page":"379","DOI":"10.1016\/j.neucom.2022.04.111","article-title":"A time series transformer based method for the rotating machinery fault diagnosis","volume":"494","author":"Jin","year":"2022","journal-title":"Neurocomputing"},{"key":"ref27","volume-title":"Semi-supervised classification with graph convolutional networks","author":"Kipf","year":"2017"},{"key":"ref28","volume-title":"Attention is all you need","author":"Vaswani","year":"2023"},{"key":"ref29","volume-title":"A time series is worth 64 words: Long-term forecasting with transformers","author":"Nie","year":"2023"},{"key":"ref30","volume-title":"Mlp-mixer: An all-mlp architecture for vision","author":"Tolstikhin","year":"2021"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICDMW.2016.0078"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/5596676"}],"event":{"name":"2025 IEEE International Conference on Big Data (BigData)","location":"Macau, China","start":{"date-parts":[[2025,12,8]]},"end":{"date-parts":[[2025,12,11]]}},"container-title":["2025 IEEE International Conference on Big Data (BigData)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11400704\/11400712\/11402336.pdf?arnumber=11402336","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T07:04:19Z","timestamp":1772867059000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11402336\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,8]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/bigdata66926.2025.11402336","relation":{},"subject":[],"published":{"date-parts":[[2025,12,8]]}}}