{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,25]],"date-time":"2026-01-25T10:25:38Z","timestamp":1769336738790,"version":"3.49.0"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032135124","type":"print"},{"value":"9783032135131","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-3-032-13513-1_8","type":"book-chapter","created":{"date-parts":[[2026,1,25]],"date-time":"2026-01-25T08:37:02Z","timestamp":1769330222000},"page":"94-102","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Boosting Attributed Network Embeddings with\u00a0Clustering"],"prefix":"10.1007","author":[{"given":"Lazhar","family":"Labiod","sequence":"first","affiliation":[]},{"given":"Mohamed","family":"Nadif","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2026,1,26]]},"reference":[{"issue":"1","key":"8_CR1","first-page":"2","volume":"29","author":"K Allab","year":"2016","unstructured":"Allab, K., Labiod, L., Nadif, M.: A semi-NMF-PCA unified framework for data clustering. IEEE TKDE 29(1), 2\u201316 (2016)","journal-title":"IEEE TKDE"},{"issue":"12","key":"8_CR2","first-page":"6396","volume":"29","author":"K Allab","year":"2018","unstructured":"Allab, K., Labiod, L., Nadif, M.: Simultaneous spectral data embedding and clustering. IEEE TNNLS 29(12), 6396\u20136401 (2018)","journal-title":"IEEE TNNLS"},{"issue":"9","key":"8_CR3","first-page":"1616","volume":"30","author":"HY Cai","year":"2018","unstructured":"Cai, H.Y., Zheng, V.W., Chang, K.C.-C.: A comprehensive survey of graph embedding: problems, techniques, and applications. IEEE TKDE 30(9), 1616\u20131637 (2018)","journal-title":"IEEE TKDE"},{"key":"8_CR4","doi-asserted-by":"crossref","unstructured":"Chang, S., Han, W., Tang, J., Qi, G.-J., Aggarwal, C.C., Huang, T.S.: Heterogeneous network embedding via deep architectures. In: KDD, pp. 119\u2013128 (2015)","DOI":"10.1145\/2783258.2783296"},{"key":"8_CR5","doi-asserted-by":"crossref","unstructured":"Dai, Q., Li, Q., Tang, J., Wang, D.: Adversarial network embedding. In: AAAI, pp. 2167\u20132174 (2018)","DOI":"10.1609\/aaai.v32i1.11865"},{"issue":"2","key":"8_CR6","doi-asserted-by":"publisher","first-page":"361","DOI":"10.1080\/10618600.2012.679237","volume":"21","author":"SA Gattone","year":"2012","unstructured":"Gattone, S.A., Rocci, R.: Clustering curves on a reduced subspace. J. Comput. Graph. Stat. 21(2), 361\u2013379 (2012)","journal-title":"J. Comput. Graph. Stat."},{"key":"8_CR7","doi-asserted-by":"crossref","unstructured":"He, C., Cheng, J., Chen, G., Tang, Y.: Multiple topics community detection in attributed networks. In: SIGIR, pp. 2199\u20132203 (2023)","DOI":"10.1145\/3539618.3592026"},{"key":"8_CR8","doi-asserted-by":"crossref","unstructured":"Huang, X., Li, J., Hu, X.: Label informed attributed network embedding. In: WSDM, pp. 731\u2013739 (2017)","DOI":"10.1145\/3018661.3018667"},{"issue":"1","key":"8_CR9","doi-asserted-by":"publisher","first-page":"99","DOI":"10.1007\/s11634-020-00386-8","volume":"15","author":"L Labiod","year":"2021","unstructured":"Labiod, L., Nadif, M.: Efficient regularized spectral data embedding. Adv. Data Anal. Classif. 15(1), 99\u2013119 (2021)","journal-title":"Adv. Data Anal. Classif."},{"issue":"1","key":"8_CR10","first-page":"1439","volume":"35","author":"L Labiod","year":"2024","unstructured":"Labiod, L., Nadif, M.: Power attributed graph embedding and clustering. IEEE TNNLS 35(1), 1439\u20131444 (2024)","journal-title":"IEEE TNNLS"},{"key":"8_CR11","doi-asserted-by":"crossref","unstructured":"Labiod, L., Nadif, M.: Unsupervised learning from attributed networks. In: Advances in Data Analysis and Classification, pp. 1\u201330 (2025)","DOI":"10.1007\/s11634-025-00641-w"},{"key":"8_CR12","doi-asserted-by":"crossref","unstructured":"Pan, S., Hu, R., Long, G., Jiang, J., Yao, L., Zhang, C.: Adversarially regularized graph autoencoder for graph embedding. In: IJCAI, pp. 2609\u20132615 (2018)","DOI":"10.24963\/ijcai.2018\/362"},{"issue":"5","key":"8_CR13","doi-asserted-by":"publisher","first-page":"850","DOI":"10.1109\/TPAMI.2011.191","volume":"34","author":"G-J Qi","year":"2012","unstructured":"Qi, G.-J., Aggarwal, C.C., Tian, Q., Ji, H., Huang, T.S.: Exploring context and content links in social media: A latent space method. IEEE TPAMI 34(5), 850\u2013862 (2012)","journal-title":"IEEE TPAMI"},{"key":"8_CR14","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1016\/0377-0427(87)90125-7","volume":"20","author":"PJ Rousseeuw","year":"1987","unstructured":"Rousseeuw, P.J.: Silhouettes: a graphical aid to the interpretation and validation of cluster analysis. J. Comput. Appl. Math. 20, 53\u201365 (1987)","journal-title":"J. Comput. Appl. Math."},{"key":"8_CR15","unstructured":"ten Berge, J.M.F.: Least Squares Optimization in Multivariate Analysis. DSWO Press, Leiden University, Leiden (1993)"},{"key":"8_CR16","doi-asserted-by":"crossref","unstructured":"Wang, C., Pan, S., Long, G., Zhu, X., Jiang, J.: MGAE: marginalized graph autoencoder for graph clustering. In: CIKM, pp. 889\u2013898 (2017)","DOI":"10.1145\/3132847.3132967"},{"issue":"1","key":"8_CR17","doi-asserted-by":"publisher","first-page":"115","DOI":"10.2333\/bhmk.41.115","volume":"41","author":"M Yamamoto","year":"2014","unstructured":"Yamamoto, M., Hwang, H.: A general formulation of cluster analysis with dimension reduction and subspace separation. Behaviormetrika 41(1), 115\u2013129 (2014)","journal-title":"Behaviormetrika"},{"key":"8_CR18","doi-asserted-by":"crossref","unstructured":"Yu, W., Cheng, W., Aggarwal, C., Zong, B., Chen, H., Wang, W.: Self-attentive attributed network embedding through adversarial learning. In: ICDM, pp. 758\u2013767 (2019)","DOI":"10.1109\/ICDM.2019.00086"}],"container-title":["Lecture Notes in Computer Science","Social Networks Analysis and Mining"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-13513-1_8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,25]],"date-time":"2026-01-25T08:37:04Z","timestamp":1769330224000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-13513-1_8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"ISBN":["9783032135124","9783032135131"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-13513-1_8","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"26 January 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ASONAM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Advances in Social Networks Analysis and Mining","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":", ON","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Canada","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25 August 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 August 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"asonam-12025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/asonam.cpsc.ucalgary.ca\/2025\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}