{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T06:45:26Z","timestamp":1775630726051,"version":"3.50.1"},"reference-count":22,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,12,3]],"date-time":"2025-12-03T00:00:00Z","timestamp":1764720000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,3]],"date-time":"2025-12-03T00:00:00Z","timestamp":1764720000000},"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":[[2025,12,3]]},"DOI":"10.1109\/icmla66185.2025.00120","type":"proceedings-article","created":{"date-parts":[[2026,4,7]],"date-time":"2026-04-07T19:54:58Z","timestamp":1775591698000},"page":"820-825","source":"Crossref","is-referenced-by-count":0,"title":["Hybrid Deep Learning Models for the Prediction of Some Experimental Quantities of Molecules"],"prefix":"10.1109","author":[{"given":"P.","family":"Djagba","sequence":"first","affiliation":[{"name":"Michigan State University,Lyman Briggs College,Department of Finance,East Lansing,USA"}]},{"given":"V.","family":"Rakotonarivo","sequence":"additional","affiliation":[{"name":"University of Pretoria,Department of Mathematics and Applied Mathematics,Pretoria,South Africa"}]},{"given":"A.","family":"Zeleke","sequence":"additional","affiliation":[{"name":"Michigan State University,Lyman Briggs College,Department of Statistics and Probability,East Lansing,USA"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkl999"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.2978386"},{"key":"ref3","volume-title":"Probabilistic Graphical Models: Principles and Techniques","author":"Koller","year":"2009"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref5","article-title":"ChemBERTa: Large-scale self-supervised pretraining for molecular property prediction","author":"Chithrananda","year":"2020"},{"key":"ref6","article-title":"Molecular representation learning with language models and domain-relevant auxiliary tasks","author":"Fabian","year":"2020"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jcim.9b00237"},{"issue":"2","key":"ref8","first-page":"211","article-title":"Graph-theoretic descriptors and prediction of biological activity of flavonoids against breast cancer cells","volume":"89","author":"Mukwembi","year":"2023","journal-title":"MATCH Commun. Math. Comput. Chem."},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3390\/ijms10062440"},{"key":"ref10","first-page":"22118","article-title":"Open graph benchmark: Datasets for machine learning on graphs","volume":"33","author":"Hu","year":"2020","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/icassp49660.2025.10889283"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-023-30517-y"},{"issue":"6","key":"ref13","first-page":"1018","article-title":"Anti-tyrosinase and anti-cancer activities of flavonoids from Blumea balsamifera DC","volume":"5","author":"Saewan","year":"2011","journal-title":"Journal of Medicinal Plants Research"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3580305.3599560"},{"key":"ref15","article-title":"Rethinking and extending the probabilistic inference capacity of GNNs","volume-title":"The Twelfth International Conference on Learning Representations","author":"Xu"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/IEEECONF44664.2019.9048920"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3204236"},{"issue":"1","key":"ref18","first-page":"96","article-title":"Selected topological indices with applications to the identification of anti-breast cancer agents","volume":"10","author":"Mukwembi","year":"2023","journal-title":"International Journal of Research and Scientific Innovation"},{"key":"ref19","article-title":"Skin Cancer"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jcim.9b00237"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-021-00418-8"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s10822-021-00405-6"}],"event":{"name":"2025 International Conference on Machine Learning and Applications (ICMLA)","location":"Boca Raton, FL, USA","start":{"date-parts":[[2025,12,3]]},"end":{"date-parts":[[2025,12,5]]}},"container-title":["2025 International Conference on Machine Learning and Applications (ICMLA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11471302\/11471304\/11471326.pdf?arnumber=11471326","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T05:46:05Z","timestamp":1775627165000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11471326\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,3]]},"references-count":22,"URL":"https:\/\/doi.org\/10.1109\/icmla66185.2025.00120","relation":{},"subject":[],"published":{"date-parts":[[2025,12,3]]}}}