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Nie Feiping

Professor

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20062025

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  • 2013

    Semi-supervised robust dictionary learning via efficient l-norms minimization

    Wang, H., Nie, F., Cai, W. & Huang, H., 2013, Proceedings - 2013 IEEE International Conference on Computer Vision, ICCV 2013. Institute of Electrical and Electronics Engineers Inc., p. 1145-1152 8 p. 6751252. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    64 Scopus citations

  • Social trust prediction using rank-κ matrix recovery

    Huang, J., Nie, F., Huang, H., Lei, Y. & Ding, C., 2013, IJCAI 2013 - Proceedings of the 23rd International Joint Conference on Artificial Intelligence. p. 2647-2653 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    42 Scopus citations

  • Spectral rotation versus K-Means in spectral clustering

    Huang, J., Nie, F. & Huang, H., 2013, Proceedings of the 27th AAAI Conference on Artificial Intelligence, AAAI 2013. p. 431-437 7 p. (Proceedings of the 27th AAAI Conference on Artificial Intelligence, AAAI 2013).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    158 Scopus citations

  • Structural brain network constrained neuroimaging marker identification for predicting cognitive functions

    Wang, D., Nie, F., Huang, H., Yan, J., Risacher, S. L., Saykin, A. J. & Shen, L., 2013, Information Processing in Medical Imaging - 23rd International Conference, IPMI 2013, Proceedings. p. 536-547 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7917 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    5 Scopus citations

  • Supervised and projected sparse coding for image classification

    Huang, J., Nie, F., Huang, H. & Ding, C., 2013, Proceedings of the 27th AAAI Conference on Artificial Intelligence, AAAI 2013. p. 438-444 7 p. (Proceedings of the 27th AAAI Conference on Artificial Intelligence, AAAI 2013).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    40 Scopus citations

  • Thinking of images as what they are: Compound matrix regression for image classification

    Ma, Z., Yang, Y., Nie, F. & Sebe, N., 2013, IJCAI 2013 - Proceedings of the 23rd International Joint Conference on Artificial Intelligence. p. 1530-1536 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    17 Scopus citations
  • 2012

    An iterative locally linear embedding algorithm

    Kong, D., Ding, C., Huang, H. & Nie, F., 2012, Proceedings of the 29th International Conference on Machine Learning, ICML 2012. p. 1647-1654 8 p. (Proceedings of the 29th International Conference on Machine Learning, ICML 2012; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    32 Scopus citations

  • Forging the graphs: A low rank and positive semidefinite graph learning approach

    Luo, D., Ding, C., Huang, H. & Nie, F., 2012, Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012, NIPS 2012. p. 2960-2968 9 p. (Advances in Neural Information Processing Systems; vol. 4).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    19 Scopus citations

  • Group-wise consistent parcellation of gyri via adaptive multi-view spectral clustering of fiber shapes

    Chen, H., Cai, X., Zhu, D., Nie, F., Liu, T. & Huang, H., 2012, Medical Image Computing and Computer-Assisted Intervention - MICCAI2012 - 15th International Conference, Proceedings. Lu, L., Langs, G., Menze, B. H., Tu, Z., Menze, B. H., Langs, G., Montillo, A., Criminisi, A., Ayache, N., Delingette, H., Golland, P. & Mori, K. (eds.). Springer Verlag, p. 271-279 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7511 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    4 Scopus citations

  • High-order multi-task feature learning to identify longitudinal phenotypic markers for Alzheimer's disease progression prediction

    Wang, H., Nie, F., Huang, H., Yan, J., Kim, S., Risacher, S. L., Saykin, A. J. & Shen, L., 2012, Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012, NIPS 2012. p. 1277-1285 9 p. (Advances in Neural Information Processing Systems; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    72 Scopus citations

  • Low-rank matrix recovery via efficient schatten p-norm minimization

    Nie, F., Huang, H. & Ding, C., 2012, AAAI-12 / IAAI-12 - Proceedings of the 26th AAAI Conference on Artificial Intelligence and the 24th Innovative Applications of Artificial Intelligence Conference. p. 655-661 7 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    233 Scopus citations

  • Predicting protein-protein interactions from multimodal biological data sources via nonnegative matrix tri-factorization

    Wang, H., Huang, H., Ding, C. & Nie, F., 2012, Research in Computational Molecular Biology - 16th Annual International Conference, RECOMB 2012, Proceedings. p. 314-325 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7262 LNBI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    7 Scopus citations

  • Robust and discriminative distance for Multi-Instance Learning

    Wang, H., Nie, F. & Huang, H., 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2012. p. 2919-2924 6 p. 6248019. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    20 Scopus citations

  • Robust matrix completion via joint Schatten P-norm and ℓp- norm minimization

    Nie, F., Wang, H., Cai, X., Huang, H. & Ding, C., 2012, Proceedings - 12th IEEE International Conference on Data Mining, ICDM 2012. p. 566-574 9 p. 6413869. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    136 Scopus citations

  • Trust prediction via aggregating heterogeneous social networks

    Huang, J., Nie, F., Huang, H. & Tu, Y. C., 2012, CIKM 2012 - Proceedings of the 21st ACM International Conference on Information and Knowledge Management. p. 1774-1778 5 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    25 Scopus citations
  • 2011

    Cauchy graph embedding

    Luo, D., Ding, C., Nie, F. & Huang, H., 2011, Proceedings of the 28th International Conference on Machine Learning, ICML 2011. p. 553-560 8 p. (Proceedings of the 28th International Conference on Machine Learning, ICML 2011).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    109 Scopus citations

  • Consensus spectral clustering in near-linear time

    Luo, D., Ding, C., Huang, H. & Nie, F., 2011, 2011 IEEE 27th International Conference on Data Engineering, ICDE 2011. p. 1079-1090 12 p. 5767925. (Proceedings - International Conference on Data Engineering).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    19 Scopus citations

  • Cross-language web page classification via dual knowledge transfer using Nonnegative Matrix Tri-factorization

    Wang, H., Huang, H., Nie, F. & Ding, C., 2011, SIGIR'11 - Proceedings of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, p. 933-942 10 p. (SIGIR'11 - Proceedings of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    57 Scopus citations

  • Dyadic transfer learning for cross-domain image classification

    Wang, H., Nie, F., Huang, H. & Ding, C., 2011, 2011 International Conference on Computer Vision, ICCV 2011. p. 551-556 6 p. 6126287. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    49 Scopus citations

  • Exploiting the entire feature space with sparsity for automatic image annotation

    Ma, Z., Yang, Y., Nie, F., Uijlings, J. & Sebe, N., 2011, MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops. p. 283-292 10 p. (MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    65 Scopus citations

  • Fast nonnegative matrix tri-factorization for large-scale data co-clustering

    Wang, H., Nie, F., Huang, H. & Makedon, F., 2011, IJCAI 2011 - 22nd International Joint Conference on Artificial Intelligence. p. 1553-1558 6 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    131 Scopus citations

  • Feature selection via joint embedding learning and sparse regression

    Hou, C., Nie, F., Yi, D. & Wu, Y., 2011, IJCAI 2011 - 22nd International Joint Conference on Artificial Intelligence. p. 1324-1329 6 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    180 Scopus citations

  • Heterogeneous image feature integration via multi-modal spectral clustering

    Cai, X., Nie, F., Huang, H. & Kamangar, F., 2011, 2011 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011. IEEE Computer Society, p. 1977-1984 8 p. 5995740. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    260 Scopus citations

  • Identifying AD-sensitive and cognition-relevant imaging biomarkers via joint classification and regression

    Wang, H., Nie, F., Huang, H., Risacher, S., Saykin, A. J. & Shen, L., 2011, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2011 - 14th International Conference, Proceedings. PART 3 ed. p. 115-123 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6893 LNCS, no. PART 3).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    61 Scopus citations

  • Learning frame relevance for video classification

    Wang, H., Nie, F., Huang, H. & Yang, Y., 2011, MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops. p. 1345-1348 4 p. (MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    7 Scopus citations

  • Learning instance specific distance for multi-instance classification

    Wang, H., Nie, F. & Huang, H., 2011, AAAI-11 / IAAI-11 - Proceedings of the 25th AAAI Conference on Artificial Intelligence and the 23rd Innovative Applications of Artificial Intelligence Conference. p. 507-512 6 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    16 Scopus citations

  • Learning Instance Specific Distance for Multi-Instance Classification

    Wang, H., Nie, F. & Huang, H., 11 Aug 2011, Proceedings of the 25th AAAI Conference on Artificial Intelligence, AAAI 2011. AAAI press, p. 507-512 6 p. (Proceedings of the 25th AAAI Conference on Artificial Intelligence, AAAI 2011).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    13 Scopus citations

  • Maximum margin multi-instance learning

    Wang, H., Huang, H., Kamangar, F., Nie, F. & Ding, C., 2011, Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011. Neural Information Processing Systems, (Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    26 Scopus citations

  • Multi-class ℓ 2,1-norm support vector machine

    Cai, X., Nie, F., Huang, H. & Ding, C., 2011, Proceedings - 11th IEEE International Conference on Data Mining, ICDM 2011. p. 91-100 10 p. 6137213. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    74 Scopus citations

  • Multi-subspace representation and discovery

    Luo, D., Nie, F., Ding, C. & Huang, H., 2011, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2011, Proceedings. PART 2 ed. p. 405-420 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6912 LNAI, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    72 Scopus citations

  • Nonnegative Matrix Tri-Factorization based high-order co-clustering and its fast implementation

    Wang, H., Nie, F., Huang, H. & Ding, C., 2011, Proceedings - 11th IEEE International Conference on Data Mining, ICDM 2011. p. 774-783 10 p. 6137282. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    52 Scopus citations

  • Nonnegative spectral clustering with discriminative regularization

    Yang, Y., Shen, H. T., Nie, F., Ji, R. & Zhou, X., 2011, AAAI-11 / IAAI-11 - Proceedings of the 25th AAAI Conference on Artificial Intelligence and the 23rd Innovative Applications of Artificial Intelligence Conference. p. 555-560 6 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    72 Scopus citations

  • Nonnegative Spectral Clustering with Discriminative Regularization

    Yang, Y., Shen, H. T., Nie, F., Ji, R. & Zhou, X., 11 Aug 2011, Proceedings of the 25th AAAI Conference on Artificial Intelligence, AAAI 2011. AAAI press, p. 555-560 6 p. (Proceedings of the 25th AAAI Conference on Artificial Intelligence, AAAI 2011).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    19 Scopus citations

  • Robust principal component analysis with non-greedy ℓ1-norm maximization

    Nie, F., Huang, H., Ding, C., Luo, D. & Wang, H., 2011, IJCAI 2011 - 22nd International Joint Conference on Artificial Intelligence. p. 1433-1438 6 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    240 Scopus citations

  • Semi-supervised dimensionality reduction via harmonic functions

    Hou, C., Nie, F. & Wu, Y., 2011, Modeling Decisions for Artificial Intelligence - 8th International Conference, MDAI 2011, Proceedings. p. 91-102 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6820 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • Sparse multi-task regression and feature selection to identify brain imaging predictors for memory performance

    Wang, H., Nie, F., Huang, H., Risacher, S., Ding, C., Saykin, A. J. & Shen, L., 2011, 2011 International Conference on Computer Vision, ICCV 2011. p. 557-562 6 p. 6126288. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    138 Scopus citations

  • Tag localization with spatial correlations and joint group sparsity

    Yang, Y., Yang, Y., Huang, Z., Shen, H. T. & Nie, F., 2011, 2011 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011. IEEE Computer Society, p. 881-888 8 p. 5995499. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    96 Scopus citations

  • Unsupervised and semi-supervised learning via ℓ 1-norm graph

    Nie, F., Wang, H., Huang, H. & Ding, C., 2011, 2011 International Conference on Computer Vision, ICCV 2011. p. 2268-2273 6 p. 6126506. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    91 Scopus citations
  • 2010

    Efficient and robust feature selection via joint ℓ2;1-norms minimization

    Nie, F., Huang, H., Cai, X. & Ding, C., 2010, Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010. Neural Information Processing Systems, (Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1955 Scopus citations

  • Improved MinMax cut graph clustering with nonnegative relaxation

    Nie, F., Ding, C., Luo, D. & Huang, H., 2010, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2010, Proceedings. PART 2 ed. p. 451-466 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6322 LNAI, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    100 Scopus citations

  • Local and Global Regressive Mapping for manifold learning with out-of-sample extrapolation

    Yang, Y., Nie, F., Xiang, S., Zhuang, Y. & Wang, W., 2010, AAAI-10 / IAAI-10 - Proceedings of the 24th AAAI Conference on Artificial Intelligence and the 22nd Innovative Applications of Artificial Intelligence Conference. AI Access Foundation, p. 649-654 6 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    43 Scopus citations

  • Local and Global Regressive Mapping for Manifold Learning with Out-of-Sample Extrapolation

    Yang, Y., Nie, F., Xiang, S., Zhuang, Y. & Wang, W., 15 Jul 2010, Proceedings of the 24th AAAI Conference on Artificial Intelligence, AAAI 2010. AAAI press, p. 649-654 6 p. (Proceedings of the 24th AAAI Conference on Artificial Intelligence, AAAI 2010).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    13 Scopus citations

  • Regularized trace ratio discriminant analysis with patch distribution feature for human gait recognition

    Huang, Y., Xu, D. & Nie, F., 2010, 2010 IEEE International Conference on Image Processing, ICIP 2010 - Proceedings. p. 2449-2452 4 p. 5651825. (Proceedings - International Conference on Image Processing, ICIP).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Scopus citations

  • Semi-supervised feature selection based on label propagation and subset selection

    Liu, Y., Nie, F., Wu, J. & Chen, L., 2010, Proceedings of ICCIA 2010 - 2010 International Conference on Computer and Information Application. p. 293-296 4 p. 6141595. (Proceedings of ICCIA 2010 - 2010 International Conference on Computer and Information Application).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    27 Scopus citations
  • 2009

    Efficient multi-class unlabeled constrained semi-supervised SVM

    Qian, M., Nie, F. & Zhang, C., 2009, ACM 18th International Conference on Information and Knowledge Management, CIKM 2009. p. 1665-1668 4 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    11 Scopus citations

  • Probabilistic labeled semi-supervised SVM

    Qian, M., Nie, F. & Zhang, C., 2009, ICDM Workshops 2009 - IEEE International Conference on Data Mining. p. 394-399 6 p. 5360437. (ICDM Workshops 2009 - IEEE International Conference on Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    7 Scopus citations

  • Ranking with local regression and global alignment for cross media retrieval

    Yang, Y., Xu, D., Nie, F., Luo, J. & Zhuang, Y., 2009, MM'09 - Proceedings of the 2009 ACM Multimedia Conference, with Co-located Workshops and Symposiums. p. 175-184 10 p. (MM'09 - Proceedings of the 2009 ACM Multimedia Conference, with Co-located Workshops and Symposiums).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    165 Scopus citations

  • Spectral embedded clustering

    Nie, F., Xu, D., Tsang, I. W. & Zhang, C., 2009, IJCAI-09 - Proceedings of the 21st International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence, p. 1181-1186 6 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    89 Scopus citations
  • 2008

    Trace ratio criterion for feature selection

    Nie, F., Xiang, S., Jia, Y., Zhang, C. & Yan, S., 2008, AAAI-08/IAAI-08 Proceedings - 23rd AAAI Conference on Artificial Intelligence and the 20th Innovative Applications of Artificial Intelligence Conference. p. 671-676 6 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    359 Scopus citations
  • 2007

    Embedding new data points for manifold learning via coordinate propagation

    Xiang, S., Nie, F., Song, Y., Zhang, C. & Zhang, C., 2007, Advances in Knowledge Discovery and Data Mining - 11th Pacific-Asia Conference, PAKDD 2007, Proceedings. Springer Verlag, p. 332-343 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4426 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations