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2011
A graph-based framework for multi-task multi-view learning
He, J. & Lawrence, R., Oct 7 2011, Proceedings of the 28th International Conference on Machine Learning, ICML 2011. p. 25-32 8 p. (Proceedings of the 28th International Conference on Machine Learning, ICML 2011).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Diversified ranking on large graphs: An optimization viewpoint
Tong, H., He, J., Wen, Z., Konuru, R. & Lin, C. Y., Sep 16 2011, Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD'11. p. 1028-1036 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Multi-view transfer learning with a large margin approach
Zhang, D., He, J. R., Liu, Y., Si, L. & Lawrence, R. D., Sep 16 2011, Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD'11. p. 1208-1216 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Preface
Wang, F., He, J., Li, T., Ding, C., Yong, C., He, J., Ji, S., Kim, J., Kulis, B., Kwok, J., Luo, D., Parikh, N., Sindhwani, V., Sugiyama, M., Wright, J. & Zhu, J., 2011, In: Proceedings - IEEE International Conference on Data Mining, ICDM. p. xxvii-xxviii 6137540.Research output: Contribution to journal › Editorial › peer-review
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Preface
Aggarwal, C., Eliassi-Rad, T., Yu, P. S., Tong, H., Wang, F., Cheng, H., Akoglu, L., Chi, Y., Daly, E., Davidson, I., Gallagher, B. J., Getoor, L., Gurevich, M., He, J., Jaimes, A., Kang, U., Lerman, K., Li, L., Lu, H., Luo, D. & 7 others, , Dec 1 2011, In: Proceedings - IEEE International Conference on Data Mining, ICDM. p. xxix-xxx 6137541.Research output: Contribution to journal › Editorial › peer-review
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2012
Adaptive multi-task sparse learning with an application to fMRI study
Chen, X., He, J., Lawrence, R. & Carbonell, J. G., Jan 1 2012, Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012. Society for Industrial and Applied Mathematics Publications, p. 212-223 12 p. (Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Analysis of Rare Categories
He, J. R., 2012, Springer. (Cognitive Technologies)Research output: Book/Report/Conference proceeding › Book
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An effective framework for characterizing rare categories
He, J., Tong, H. & Carbonell, J., Apr 1 2012, In: Frontiers of Computer Science in China. 6, 2, p. 154-165 12 p.Research output: Contribution to journal › Article › peer-review
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GenDeR: A generic diversified ranking algorithm
He, J. R., Tong, H., Mei, Q. & Szymanski, B. K., Dec 1 2012, Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012, NIPS 2012. p. 1142-1150 9 p. (Advances in Neural Information Processing Systems; vol. 2).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Hierarchical modeling with tensor inputs
Zhu, Y., He, J. & Lawrence, R., Nov 7 2012, AAAI-12 / IAAI-12 - Proceedings of the 26th AAAI Conference on Artificial Intelligence and the 24th Innovative Applications of Artificial Intelligence Conference. p. 1233-1239 7 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 2).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Hierarchical multi-task learning with application to wafer quality prediction
He, J. R. & Zhu, Y., Dec 1 2012, Proceedings - 12th IEEE International Conference on Data Mining, ICDM 2012. p. 290-298 9 p. 6413894. (Proceedings - IEEE International Conference on Data Mining, ICDM).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Virtual metrology and run-to-run control in semiconductor manufacturing
Zhu, Y., Baseman, R. J., He, J., Restaino, D. D. & Yashchin, E., Dec 1 2012, Proceedings - 18th ISSAT International Conference on Reliability and Quality in Design. p. 374-378 5 p. (Proceedings - 18th ISSAT International Conference on Reliability and Quality in Design).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2015
A general framework for predictive tensor modeling with domain knowledge
Zhu, Y., He, J. & Lawrence, R. D., Nov 29 2015, In: Data Mining and Knowledge Discovery. 29, 6, p. 1709-1732 24 p.Research output: Contribution to journal › Article › peer-review
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A graph-based recommendation across heterogeneous domains
Yang, D., He, J., Qin, H., Xiao, Y. & Wang, W., Oct 17 2015, CIKM 2015 - Proceedings of the 24th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 463-472 10 p. (International Conference on Information and Knowledge Management, Proceedings; vol. 19-23-Oct-2015).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Co-clustering based dual prediction for cargo pricing optimization
Zhu, Y., Yang, H. & He, J., Aug 10 2015, KDD 2015 - Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1583-1592 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2015-August).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Hierarchical active transfer learning
Kale, D., Ghazvininejad, M., Ramakrishna, A., He, J. & Liu, Y., 2015, SIAM International Conference on Data Mining 2015, SDM 2015. Venkatasubramanian, S. & Ye, J. (eds.). Society for Industrial and Applied Mathematics Publications, p. 514-522 9 p. (SIAM International Conference on Data Mining 2015, SDM 2015).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Learning complex rare categories with dual heterogeneity
Yang, P., He, J. & Pan, J. Y., Jan 1 2015, SIAM International Conference on Data Mining 2015, SDM 2015. Ye, J. & Venkatasubramanian, S. (eds.). Society for Industrial and Applied Mathematics Publications, p. 523-531 9 p. (SIAM International Conference on Data Mining 2015, SDM 2015).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Model multiple heterogeneity via hierarchical multi-latent space learning
Yang, P. & He, J., Aug 10 2015, KDD 2015 - Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1375-1384 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2015-August).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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MUVIR: Multi-view rare category detection
Zhou, D., He, J., Candan, K. S. & Davulcu, H., Jan 1 2015, IJCAI 2015 - Proceedings of the 24th International Joint Conference on Artificial Intelligence. Wooldridge, M. & Yang, Q. (eds.). International Joint Conferences on Artificial Intelligence, p. 4098-4104 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2015-January).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2016
A Generalized Hierarchical Multi-Latent Space Model for Heterogeneous Learning
Yang, P., Davulcu, H., Zhu, Y. & He, J., Dec 1 2016, In: IEEE Transactions on Knowledge and Data Engineering. 28, 12, p. 3154-3168 15 p., 7572203.Research output: Contribution to journal › Article › peer-review
Open Access -
A graph-based hybrid framework for modeling complex heterogeneity
Yang, P. & He, J., Jan 5 2016, Proceedings - 15th IEEE International Conference on Data Mining, ICDM 2015. Aggarwal, C., Zhou, Z-H., Tuzhilin, A., Xiong, H. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1081-1086 6 p. 7373439. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2016-January).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Co-clustering structural temporal data with applications to semiconductor manufacturing
Zhu, Y. & He, J., May 2016, In: ACM Transactions on Knowledge Discovery from Data. 10, 4, 43.Research output: Contribution to journal › Article › peer-review
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Comparing random forest with logistic regression for predicting class-imbalanced civil war onset data
Muchlinski, D., Siroky, D., He, J. R. & Kocher, M., Dec 1 2016, In: Political Analysis. 24, 1, p. 87-103 17 p.Research output: Contribution to journal › Article › peer-review
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Cross-Site Virtual Social Network Construction
Xie, C., Yang, D., He, J. & Xiao, Y., Jan 29 2016, Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015. Wu, X., Tuzhilin, A., Xiong, H., Dy, J. G., Aggarwal, C., Zhou, Z-H. & Cui, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1660-1663 4 p. 7395882. (Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Crowdsourcing via tensor augmentation and completion
Zhou, Y. & He, J., Jan 1 2016, In: IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 2435-2441 7 p.Research output: Contribution to journal › Conference article › peer-review
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Discussion of ‘Reinforcement learning behaviors in sponsored search’
He, J., May 1 2016, In: Applied Stochastic Models in Business and Industry. 32, 3, 1 p.Research output: Contribution to journal › Comment/debate › peer-review
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Jointly modeling label and feature heterogeneity in medical informatics
Yang, P., Yang, H., Fu, H., Zhou, D., Ye, J., Lappas, T. & He, J., May 2016, In: ACM Transactions on Knowledge Discovery from Data. 10, 4, 39.Research output: Contribution to journal › Article › peer-review
Open Access -
On the connectivity of multi-layered networks: Models, measures and optimal control
Chen, C., He, J., Bliss, N. & Tong, H., Jan 5 2016, Proceedings - 15th IEEE International Conference on Data Mining, ICDM 2015. Aggarwal, C., Zhou, Z-H., Tuzhilin, A., Xiong, H. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 715-720 6 p. 7373378. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2016-January).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Rare category detection on time-evolving graphs
Zhou, D., Wang, K., Cao, N. & He, J., Jan 5 2016, Proceedings - 15th IEEE International Conference on Data Mining, ICDM 2015. Aggarwal, C., Zhou, Z-H., Tuzhilin, A., Xiong, H. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1135-1140 6 p. 7373448. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2016-January).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2017
A local algorithm for structure-preserving graph cut
Zhou, D., Zhang, S., Yildirim, M. Y., Alcorn, S., Tong, H., Davulcu, H. & He, J., Aug 13 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 655-664 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F129685).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
A randomized approach for crowdsourcing in the presence of multiple views
Zhou, Y. & He, J., Dec 15 2017, Proceedings - 17th IEEE International Conference on Data Mining, ICDM 2017. Karypis, G., Alu, S., Raghavan, V., Wu, X. & Miele, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 685-694 10 p. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2017-November).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Bi-Level rare temporal pattern detection
Zhou, D., He, J. R., Cao, Y. & Seo, J. S., Jan 31 2017, Proceedings - 16th IEEE International Conference on Data Mining, ICDM 2016. Bonchi, F., Wu, X., Baeza-Yates, R., Domingo-Ferrer, J. & Zhou, Z-H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 719-728 10 p. 7837896. (Proceedings - IEEE International Conference on Data Mining, ICDM).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Discovering rare categories from graph streams
Zhou, D., Karthikeyan, A., Wang, K., Cao, N. & He, J., Mar 1 2017, In: Data Mining and Knowledge Discovery. 31, 2, p. 400-423 24 p.Research output: Contribution to journal › Article › peer-review
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Finding cut from the same cloth: Cross network link recommendation via joint matrix factorization
Nelakurthi, A. R. & He, J., Jan 1 2017, p. 1467-1473. 7 p.Research output: Contribution to conference › Paper › peer-review
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Functional regression with mode-sparsity constraint
Yang, P. & He, J., Jan 31 2017, Proceedings - 16th IEEE International Conference on Data Mining, ICDM 2016. Bonchi, F., Wu, X., Baeza-Yates, R., Domingo-Ferrer, J. & Zhou, Z-H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1311-1316 6 p. 7837991. (Proceedings - IEEE International Conference on Data Mining, ICDM).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Heterogeneous representation learning with structured sparsity regularization
Yang, P. & He, J., Jan 31 2017, Proceedings - 16th IEEE International Conference on Data Mining, ICDM 2016. Bonchi, F., Wu, X., Baeza-Yates, R., Domingo-Ferrer, J. & Zhou, Z-H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 539-548 10 p. 7837878. (Proceedings - IEEE International Conference on Data Mining, ICDM).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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HiDDen: Hierarchical dense subgraph detection with application to financial fraud detection
Zhang, S., Zhou, D., Yildirim, M. Y., Alcorn, S., He, J., Davulcu, H. & Tong, H., 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Chawla, N. & Wang, W. (eds.). Society for Industrial and Applied Mathematics Publications, p. 570-578 9 p. (Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
HiMuV: Hierarchical framework for modeling multi-modality multi-resolution data
Li, J., He, J. & Zhu, Y., Dec 15 2017, Proceedings - 17th IEEE International Conference on Data Mining, ICDM 2017. Karypis, G., Alu, S., Raghavan, V., Wu, X. & Miele, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 267-276 10 p. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2017-November).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Learning from data heterogeneity: Algorithms and applications
He, J., 2017, 26th International Joint Conference on Artificial Intelligence, IJCAI 2017. Sierra, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 5126-5130 5 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 0).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Learning from multi-modality multi-resolution data: An optimization approach
Zhu, Y., Li, J. & He, J., 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Chawla, N. & Wang, W. (eds.). Society for Industrial and Applied Mathematics Publications, p. 714-722 9 p. (Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Local algorithm for user action prediction towards display ads
Yang, H., Zhu, Y. & He, J., Aug 13 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2091-2099 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F129685).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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MultiC2: An Optimization framework for learning from task and worker dual heterogeneity
Zhou, Y., Ying, L. & He, J., 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Chawla, N. & Wang, W. (eds.). Society for Industrial and Applied Mathematics Publications, p. 579-587 9 p. (Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Multi-task function-on-function regression with co-grouping structured sparsity
Yang, P., Tan, Q. & He, J., Aug 13 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1255-1264 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F129685).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Towards optimal connectivity on multi-layered networks
Chen, C., He, J., Bliss, N. & Tong, H., Oct 1 2017, In: IEEE Transactions on Knowledge and Data Engineering. 29, 10, p. 2332-2346 15 p., 7956273.Research output: Contribution to journal › Article › peer-review
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User-guided cross-domain sentiment classification
Nelakurthi, A. R., Tong, H., MacIejewski, R., Bliss, N. & He, J., 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Chawla, N. & Wang, W. (eds.). Society for Industrial and Applied Mathematics Publications, p. 471-479 9 p. (Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
2018
Addressing task heterogeneity in social media analytics
Nelakurthi, A. R. & He, J., Jan 1 2018.Research output: Contribution to conference › Paper › peer-review
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A local algorithm for product return prediction in E-commerce
Zhu, Y., Li, J., He, J., Quanz, B. L. & Deshpande, A. A., Jul 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 3718-3724 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2018-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A winners-take-all incentive mechanism for crowd-powered systems
Jiang, P., Wang, W., Ying, L., Zhou, Y. & He, J., Jun 18 2018, Proceedings of NetEcon 2018: The 13th Workshop on the Economics of Networks, Systems, and Computation - In conjunction with ACM SIGMETRICS 2018: The ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems. Association for Computing Machinery, Inc, 3. (Proceedings of NetEcon 2018: The 13th Workshop on the Economics of Networks, Systems, and Computation - In conjunction with ACM SIGMETRICS 2018: The ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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E-tail product return prediction via hypergraph-based local graph cut
Li, J., He, J. & Zhu, Y., Jul 19 2018, KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 519-527 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Feature co-shrinking for co-clustering
Tan, Q., Yang, P. & He, J., May 2018, In: Pattern Recognition. 77, p. 12-19 8 p.Research output: Contribution to journal › Article › peer-review