Publications by He Zhang

to appear

7He Zhang, Zhirong Yang, and Erkki Oja. Adaptive multiplicative updates for projective nonnegative matrix factorization. In Proceedings of 19th International Conference on Neural Information Processing (ICONIP 2012), Doha, Qatar, to appear. Springer.
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6Zhirong Yang, He Zhang, and Erkki Oja. Online projective nonnegative matrix factorization for large datasets. In Proceedings of 19th International Conference on Neural Information Processing (ICONIP 2012), Doha, Qatar, to appear. Springer.
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2012

5He Zhang, Tele Hao, Zhirong Yang, and Erkki Oja. Pairwise clustering with t-PLSI. In Proceedings of 22nd International Conference on Artificial Neural Networks (ICANN 2012), volume 7553 of Lecture Notes in Computer Science, pages 411–418, Lausanne, Switzerland, 2012. Springer.
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2011

4He Zhang, Teemu Ruokolainen, Jorma Laaksonen, Christina Hochleitner, and Rudolf Traunmüller. Gaze- and speech-enhanced content-based image retrieval in image tagging. In Proceedings of 21st International Conference on Artificial Neural Networks (ICANN 2011), Lecture Notes in Computer Science, pages 373–380, Espoo, Finland, 2011. Springer.
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3Zhirong Yang, He Zhang, Zhijian Yuan, and Erkki Oja. Kullback-leibler divergence for nonnegative matrix factorization. In Proceedings of 21st International Conference on Artificial Neural Networks (ICANN 2011), Lecture Notes in Computer Science, pages 250–257, Espoo, Finland, 2011. Springer.
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2He Zhang, Eimontas Augilius, Timo Honkela, Jorma Laaksonen, Hannes Gamper, and Henok Alene. Analyzing emotional semantics of abstract art using low-level image features. In Proceedings of 10th International Symposium on Advances in Intelligent Data Analysis (IDA 2011), Lecture Notes in Computer Science, pages 413–423, Porto, Portugal, 2011. Springer.
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1He Zhang, Mats Sjöberg, Jorma Laaksonen, and Erkki Oja. A multimodal information collector for content-based image retrieval systems. In Proceedings of 18th International Conference on Neural Information Processing (ICONIP 2011), Shanghai, China, 2011. Springer.
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