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BibTeX records: Yang Liu 0007
@article{DBLP:journals/tcyb/RenLL24, author = {Jinfu Ren and Yang Liu and Jiming Liu}, title = {Commonality and Individuality-Based Subspace Learning}, journal = {{IEEE} Trans. Cybern.}, volume = {54}, number = {3}, pages = {1456--1469}, year = {2024}, url = {https://doi.org/10.1109/TCYB.2022.3206064}, doi = {10.1109/TCYB.2022.3206064}, timestamp = {Fri, 08 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tcyb/RenLL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tetci/TanLL24, author = {Qi Tan and Yang Liu and Jiming Liu}, title = {Mutually Adaptable Learning}, journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.}, volume = {8}, number = {1}, pages = {240--254}, year = {2024}, url = {https://doi.org/10.1109/TETCI.2023.3300183}, doi = {10.1109/TETCI.2023.3300183}, timestamp = {Fri, 08 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tetci/TanLL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/LiuL023, author = {Mutong Liu and Yang Liu and Jiming Liu}, editor = {Ingo Frommholz and Frank Hopfgartner and Mark Lee and Michael Oakes and Mounia Lalmas and Min Zhang and Rodrygo L. T. Santos}, title = {Epidemiology-aware Deep Learning for Infectious Disease Dynamics Prediction}, booktitle = {Proceedings of the 32nd {ACM} International Conference on Information and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom, October 21-25, 2023}, pages = {4084--4088}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3583780.3615139}, doi = {10.1145/3583780.3615139}, timestamp = {Tue, 31 Oct 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cikm/LiuL023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-03716, author = {Yang Liu and Yuexian Hou}, title = {Mining Effective Features Using Quantum Entropy for Humor Recognition}, journal = {CoRR}, volume = {abs/2302.03716}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.03716}, doi = {10.48550/ARXIV.2302.03716}, eprinttype = {arXiv}, eprint = {2302.03716}, timestamp = {Fri, 10 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-03716.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2304-09536, author = {Jinfu Ren and Yang Liu and Jiming Liu}, title = {Decadal Temperature Prediction via Chaotic Behavior Tracking}, journal = {CoRR}, volume = {abs/2304.09536}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2304.09536}, doi = {10.48550/ARXIV.2304.09536}, eprinttype = {arXiv}, eprint = {2304.09536}, timestamp = {Fri, 09 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2304-09536.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2308-03037, author = {Mutong Liu and Yang Liu and Jiming Liu}, title = {Machine Learning for Infectious Disease Risk Prediction: {A} Survey}, journal = {CoRR}, volume = {abs/2308.03037}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2308.03037}, doi = {10.48550/ARXIV.2308.03037}, eprinttype = {arXiv}, eprint = {2308.03037}, timestamp = {Fri, 09 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2308-03037.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/TanLLSXZ21, author = {Qi Tan and Yang Liu and Jiming Liu and Benyun Shi and Shang Xia and Xiao{-}Nong Zhou}, title = {Heterogeneous neural metric learning for spatio-temporal modeling of infectious diseases with incomplete data}, journal = {Neurocomputing}, volume = {458}, pages = {701--713}, year = {2021}, url = {https://doi.org/10.1016/j.neucom.2019.12.145}, doi = {10.1016/J.NEUCOM.2019.12.145}, timestamp = {Fri, 09 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijon/TanLLSXZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mia/JhaAHTBSLPWHTMH21, author = {Debesh Jha and Sharib Ali and Steven Alexander Hicks and Vajira Thambawita and Hanna Borgli and Pia H. Smedsrud and Thomas de Lange and Konstantin Pogorelov and Xiaowei Wang and Philipp Harzig and Minh{-}Triet Tran and Wenhua Meng and Trung{-}Hieu Hoang and Danielle Dias and Tobey H. Ko and Taruna Agrawal and Olga Ostroukhova and Zeshan Khan and Muhammad Atif Tahir and Yang Liu and Yuan Chang and Mathias Kirker{\o}d and Dag Johansen and Mathias Lux and H{\aa}vard D. Johansen and Michael A. Riegler and P{\aa}l Halvorsen}, title = {A comprehensive analysis of classification methods in gastrointestinal endoscopy imaging}, journal = {Medical Image Anal.}, volume = {70}, pages = {102007}, year = {2021}, url = {https://doi.org/10.1016/j.media.2021.102007}, doi = {10.1016/J.MEDIA.2021.102007}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mia/JhaAHTBSLPWHTMH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/TanLL21, author = {Qi Tan and Yang Liu and Jiming Liu}, title = {Demystifying Deep Learning in Predictive Spatiotemporal Analytics: An Information-Theoretic Framework}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {32}, number = {8}, pages = {3538--3552}, year = {2021}, url = {https://doi.org/10.1109/TNNLS.2020.3015215}, doi = {10.1109/TNNLS.2020.3015215}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/TanLL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijdsa/TanLL20, author = {Qi Tan and Yang Liu and Jiming Liu}, title = {Motif-aware diffusion network inference}, journal = {Int. J. Data Sci. Anal.}, volume = {9}, number = {4}, pages = {375--387}, year = {2020}, url = {https://doi.org/10.1007/s41060-018-0156-4}, doi = {10.1007/S41060-018-0156-4}, timestamp = {Fri, 09 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijdsa/TanLL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcyb/LiuGKL20, author = {Yang Liu and Zhonglei Gu and Tobey H. Ko and Jiming Liu}, title = {Identifying Key Opinion Leaders in Social Media via Modality-Consistent Harmonized Discriminant Embedding}, journal = {{IEEE} Trans. Cybern.}, volume = {50}, number = {2}, pages = {717--728}, year = {2020}, url = {https://doi.org/10.1109/TCYB.2018.2871765}, doi = {10.1109/TCYB.2018.2871765}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcyb/LiuGKL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcyb/HeLKCO20, author = {Tiantian He and Yang Liu and Tobey H. Ko and Keith C. C. Chan and Yew{-}Soon Ong}, title = {Contextual Correlation Preserving Multiview Featured Graph Clustering}, journal = {{IEEE} Trans. Cybern.}, volume = {50}, number = {10}, pages = {4318--4331}, year = {2020}, url = {https://doi.org/10.1109/TCYB.2019.2926431}, doi = {10.1109/TCYB.2019.2926431}, timestamp = {Sun, 11 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcyb/HeLKCO20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ismis/Ren0020, author = {Jinfu Ren and Yang Liu and Jiming Liu}, editor = {Denis Helic and Gerhard Leitner and Martin Stettinger and Alexander Felfernig and Zbigniew W. Ras}, title = {Metric-Guided Multi-task Learning}, booktitle = {Foundations of Intelligent Systems - 25th International Symposium, {ISMIS} 2020, Graz, Austria, September 23-25, 2020, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {12117}, pages = {21--31}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-59491-6\_3}, doi = {10.1007/978-3-030-59491-6\_3}, timestamp = {Wed, 07 Dec 2022 23:13:22 +0100}, biburl = {https://dblp.org/rec/conf/ismis/Ren0020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ismis/Tan0020, author = {Qi Tan and Yang Liu and Jiming Liu}, editor = {Denis Helic and Gerhard Leitner and Martin Stettinger and Alexander Felfernig and Zbigniew W. Ras}, title = {Mesoscale Anisotropically-Connected Learning}, booktitle = {Foundations of Intelligent Systems - 25th International Symposium, {ISMIS} 2020, Graz, Austria, September 23-25, 2020, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {12117}, pages = {171--180}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-59491-6\_16}, doi = {10.1007/978-3-030-59491-6\_16}, timestamp = {Thu, 17 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ismis/Tan0020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2009-06304, author = {Qi Tan and Yang Liu and Jiming Liu}, title = {Demystifying Deep Learning in Predictive Spatio-Temporal Analytics: An Information-Theoretic Framework}, journal = {CoRR}, volume = {abs/2009.06304}, year = {2020}, url = {https://arxiv.org/abs/2009.06304}, eprinttype = {arXiv}, eprint = {2009.06304}, timestamp = {Fri, 18 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2009-06304.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-03907, author = {Xiang Zhang and Yang Liu and Caglar Oskay}, title = {Multiscale Reduced-Order Modeling of a Titanium Skin Panel Subjected to Thermo-Mechanical Loading}, journal = {CoRR}, volume = {abs/2011.03907}, year = {2020}, url = {https://arxiv.org/abs/2011.03907}, eprinttype = {arXiv}, eprint = {2011.03907}, timestamp = {Thu, 12 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-03907.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/RenLL19, author = {Jinfu Ren and Yang Liu and Jiming Liu}, title = {{EWGAN:} Entropy-Based Wasserstein {GAN} for Imbalanced Learning}, booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019}, pages = {10011--10012}, publisher = {{AAAI} Press}, year = {2019}, url = {https://doi.org/10.1609/aaai.v33i01.330110011}, doi = {10.1609/AAAI.V33I01.330110011}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/RenLL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/ZengLLXC18, author = {Jiabei Zeng and Yang Liu and Biao Leng and Zhang Xiong and Yiu{-}ming Cheung}, title = {Dimensionality Reduction in Multiple Ordinal Regression}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {29}, number = {9}, pages = {4088--4101}, year = {2018}, url = {https://doi.org/10.1109/TNNLS.2017.2752003}, doi = {10.1109/TNNLS.2017.2752003}, timestamp = {Thu, 03 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/ZengLLXC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ZhangL018, author = {Yikun Zhang and Yang Liu and Jiming Liu}, title = {Learning Bayesian Network Structure by Self-Generating Prior Information: The Two-Step Clustering-Based Strategy}, booktitle = {The Workshops of the The Thirty-Second {AAAI} Conference on Artificial Intelligence, New Orleans, Louisiana, USA, February 2-7, 2018}, series = {{AAAI} Technical Report}, volume = {{WS-18}}, pages = {530--537}, publisher = {{AAAI} Press}, year = {2018}, url = {https://aaai.org/ocs/index.php/WS/AAAIW18/paper/view/17111}, timestamp = {Mon, 04 Sep 2023 16:46:41 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ZhangL018.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ZhangLL18, author = {Yikun Zhang and Jiming Liu and Yang Liu}, editor = {Sheila A. McIlraith and Kilian Q. Weinberger}, title = {Bayesian Network Structure Learning: The Two-Step Clustering-Based Algorithm}, booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018}, pages = {8183--8184}, publisher = {{AAAI} Press}, year = {2018}, url = {https://doi.org/10.1609/aaai.v32i1.12129}, doi = {10.1609/AAAI.V32I1.12129}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ZhangLL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ichi/TanLSLZ18, author = {Qi Tan and Jiming Liu and Benyun Shi and Yang Liu and Xiao{-}Nong Zhou}, title = {Public Health Surveillance with Incomplete Data - Spatio-Temporal Imputation for Inferring Infectious Disease Dynamics}, booktitle = {{IEEE} International Conference on Healthcare Informatics, {ICHI} 2018, New York City, NY, USA, June 4-7, 2018}, pages = {255--264}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/ICHI.2018.00036}, doi = {10.1109/ICHI.2018.00036}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ichi/TanLSLZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/YinCLFP18, author = {Kejing Yin and William K. Cheung and Yang Liu and Benjamin C. M. Fung and Jonathan Poon}, editor = {J{\'{e}}r{\^{o}}me Lang}, title = {Joint Learning of Phenotypes and Diagnosis-Medication Correspondence via Hidden Interaction Tensor Factorization}, booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm, Sweden}, pages = {3627--3633}, publisher = {ijcai.org}, year = {2018}, url = {https://doi.org/10.24963/ijcai.2018/504}, doi = {10.24963/IJCAI.2018/504}, timestamp = {Thu, 10 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/YinCLFP18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ismis/LiuDG18, author = {Yang Liu and Guohua Dong and Zhonglei Gu}, editor = {Michelangelo Ceci and Nathalie Japkowicz and Jiming Liu and George A. Papadopoulos and Zbigniew W. Ras}, title = {Sparse Multi-label Bilinear Embedding on Stiefel Manifolds}, booktitle = {Foundations of Intelligent Systems - 24th International Symposium, {ISMIS} 2018, Limassol, Cyprus, October 29-31, 2018, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {11177}, pages = {203--213}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-030-01851-1\_20}, doi = {10.1007/978-3-030-01851-1\_20}, timestamp = {Mon, 05 Feb 2024 20:34:39 +0100}, biburl = {https://dblp.org/rec/conf/ismis/LiuDG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mediaeval/KoGHL18, author = {Tobey H. Ko and Zhonglei Gu and Tiantian He and Yang Liu}, editor = {Martha A. Larson and Piyush Arora and Claire{-}H{\'{e}}l{\`{e}}ne Demarty and Michael Riegler and Benjamin Bischke and Emmanuel Dellandr{\'{e}}a and Mathias Lux and Alastair Porter and Gareth J. F. Jones}, title = {Towards Learning Emotional Subspace}, booktitle = {Working Notes Proceedings of the MediaEval 2018 Workshop, Sophia Antipolis, France, 29-31 October 2018}, series = {{CEUR} Workshop Proceedings}, volume = {2283}, publisher = {CEUR-WS.org}, year = {2018}, url = {https://ceur-ws.org/Vol-2283/MediaEval\_18\_paper\_45.pdf}, timestamp = {Fri, 10 Mar 2023 16:22:12 +0100}, biburl = {https://dblp.org/rec/conf/mediaeval/KoGHL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mediaeval/KoGL18, author = {Tobey H. Ko and Zhonglei Gu and Yang Liu}, editor = {Martha A. Larson and Piyush Arora and Claire{-}H{\'{e}}l{\`{e}}ne Demarty and Michael Riegler and Benjamin Bischke and Emmanuel Dellandr{\'{e}}a and Mathias Lux and Alastair Porter and Gareth J. F. Jones}, title = {Weighted Discriminant Embedding: Discriminant Subspace Learning for Imbalanced Medical Data Classification}, booktitle = {Working Notes Proceedings of the MediaEval 2018 Workshop, Sophia Antipolis, France, 29-31 October 2018}, series = {{CEUR} Workshop Proceedings}, volume = {2283}, publisher = {CEUR-WS.org}, year = {2018}, url = {https://ceur-ws.org/Vol-2283/MediaEval\_18\_paper\_55.pdf}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mediaeval/KoGL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mediaeval/LiuGK18, author = {Yang Liu and Zhonglei Gu and Tobey H. Ko}, editor = {Martha A. Larson and Piyush Arora and Claire{-}H{\'{e}}l{\`{e}}ne Demarty and Michael Riegler and Benjamin Bischke and Emmanuel Dellandr{\'{e}}a and Mathias Lux and Alastair Porter and Gareth J. F. Jones}, title = {Learning Memorability Preserving Subspace for Predicting Media Memorability}, booktitle = {Working Notes Proceedings of the MediaEval 2018 Workshop, Sophia Antipolis, France, 29-31 October 2018}, series = {{CEUR} Workshop Proceedings}, volume = {2283}, publisher = {CEUR-WS.org}, year = {2018}, url = {https://ceur-ws.org/Vol-2283/MediaEval\_18\_paper\_33.pdf}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mediaeval/LiuGK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mediaeval/LiuGK18a, author = {Yang Liu and Zhonglei Gu and Tobey H. Ko}, editor = {Martha A. Larson and Piyush Arora and Claire{-}H{\'{e}}l{\`{e}}ne Demarty and Michael Riegler and Benjamin Bischke and Emmanuel Dellandr{\'{e}}a and Mathias Lux and Alastair Porter and Gareth J. F. Jones}, title = {Analyzing Human Behavior in Subspace: Dimensionality Reduction + Classification}, booktitle = {Working Notes Proceedings of the MediaEval 2018 Workshop, Sophia Antipolis, France, 29-31 October 2018}, series = {{CEUR} Workshop Proceedings}, volume = {2283}, publisher = {CEUR-WS.org}, year = {2018}, url = {https://ceur-ws.org/Vol-2283/MediaEval\_18\_paper\_57.pdf}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mediaeval/LiuGK18a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mir/LiuGKH18, author = {Yang Liu and Zhonglei Gu and Tobey H. Ko and Kien A. Hua}, editor = {Kiyoharu Aizawa and Michael S. Lew and Shin'ichi Satoh}, title = {Learning Perceptual Embeddings with Two Related Tasks for Joint Predictions of Media Interestingness and Emotions}, booktitle = {Proceedings of the 2018 {ACM} on International Conference on Multimedia Retrieval, {ICMR} 2018, Yokohama, Japan, June 11-14, 2018}, pages = {420--427}, publisher = {{ACM}}, year = {2018}, url = {https://doi.org/10.1145/3206025.3206071}, doi = {10.1145/3206025.3206071}, timestamp = {Thu, 29 Jul 2021 12:11:15 +0200}, biburl = {https://dblp.org/rec/conf/mir/LiuGKH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/TanL018, author = {Qi Tan and Yang Liu and Jiming Liu}, editor = {Dinh Q. Phung and Vincent S. Tseng and Geoffrey I. Webb and Bao Ho and Mohadeseh Ganji and Lida Rashidi}, title = {Motif-Aware Diffusion Network Inference}, booktitle = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {10939}, pages = {638--650}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-319-93040-4\_50}, doi = {10.1007/978-3-319-93040-4\_50}, timestamp = {Tue, 14 May 2019 10:00:51 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/TanL018.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/LiuKG18, author = {Yang Liu and Tobey H. Ko and Zhonglei Gu}, editor = {Kevyn Collins{-}Thompson and Qiaozhu Mei and Brian D. Davison and Yiqun Liu and Emine Yilmaz}, title = {Who is the Mr. Right for Your Brand?: - Discovering Brand Key Assets via Multi-modal Asset-aware Projection}, booktitle = {The 41st International {ACM} {SIGIR} Conference on Research {\&} Development in Information Retrieval, {SIGIR} 2018, Ann Arbor, MI, USA, July 08-12, 2018}, pages = {1113--1116}, publisher = {{ACM}}, year = {2018}, url = {https://doi.org/10.1145/3209978.3210091}, doi = {10.1145/3209978.3210091}, timestamp = {Wed, 16 Sep 2020 13:34:22 +0200}, biburl = {https://dblp.org/rec/conf/sigir/LiuKG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/webi/LiuGKL18, author = {Yang Liu and Zhonglei Gu and Tobey H. Ko and Jiming Liu}, title = {Multi-Modal Media Retrieval via Distance Metric Learning for Potential Customer Discovery}, booktitle = {2018 {IEEE/WIC/ACM} International Conference on Web Intelligence, {WI} 2018, Santiago, Chile, December 3-6, 2018}, pages = {310--317}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/WI.2018.00-75}, doi = {10.1109/WI.2018.00-75}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/webi/LiuGKL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/YiLHCL17, author = {Shuangyan Yi and Zhihui Lai and Zhenyu He and Yiu{-}ming Cheung and Yang Liu}, title = {Joint sparse principal component analysis}, journal = {Pattern Recognit.}, volume = {61}, pages = {524--536}, year = {2017}, url = {https://doi.org/10.1016/j.patcog.2016.08.025}, doi = {10.1016/J.PATCOG.2016.08.025}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/YiLHCL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tist/LiuLZW17, author = {Yan Liu and Yang Liu and Sheng{-}hua Zhong and Songtao Wu}, title = {Implicit Visual Learning: Image Recognition via Dissipative Learning Model}, journal = {{ACM} Trans. Intell. Syst. Technol.}, volume = {8}, number = {2}, pages = {31:1--31:24}, year = {2017}, url = {https://doi.org/10.1145/2974024}, doi = {10.1145/2974024}, timestamp = {Fri, 16 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tist/LiuLZW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/brain/ChenLCZLHZ17, author = {Gong Chen and Yan Liu and Jiannong Cao and Sheng{-}hua Zhong and Yang Liu and Yuexian Hou and Peng Zhang}, editor = {Yi Zeng and Yong He and Jeanette Hellgren Kotaleski and Maryann E. Martone and Bo Xu and Hanchuan Peng and Qingming Luo}, title = {Learning Music Emotions via Quantum Convolutional Neural Network}, booktitle = {Brain Informatics - International Conference, {BI} 2017, Beijing, China, November 16-18, 2017, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {10654}, pages = {49--58}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-70772-3\_5}, doi = {10.1007/978-3-319-70772-3\_5}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/brain/ChenLCZLHZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mediaeval/LiuGC17, author = {Yang Liu and Zhonglei Gu and William K. Cheung}, editor = {Guillaume Gravier and Benjamin Bischke and Claire{-}H{\'{e}}l{\`{e}}ne Demarty and Maia Zaharieva and Michael Riegler and Emmanuel Dellandr{\'{e}}a and Dmitry Bogdanov and Richard F. E. Sutcliffe and Gareth J. F. Jones and Martha A. Larson}, title = {{HKBU} at MediaEval 2017 - Medico: Medical Multimedia Task}, booktitle = {Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum {(CLEF} 2017), Dublin, Ireland, September 13-15, 2017}, series = {{CEUR} Workshop Proceedings}, volume = {1984}, publisher = {CEUR-WS.org}, year = {2017}, url = {https://ceur-ws.org/Vol-1984/Mediaeval\_2017\_paper\_7.pdf}, timestamp = {Thu, 10 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mediaeval/LiuGC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mediaeval/LiuGK17, author = {Yang Liu and Zhonglei Gu and Tobey H. Ko}, editor = {Guillaume Gravier and Benjamin Bischke and Claire{-}H{\'{e}}l{\`{e}}ne Demarty and Maia Zaharieva and Michael Riegler and Emmanuel Dellandr{\'{e}}a and Dmitry Bogdanov and Richard F. E. Sutcliffe and Gareth J. F. Jones and Martha A. Larson}, title = {Predicting Media Interestingness via Biased Discriminant Embedding and Supervised Manifold Regression}, booktitle = {Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum {(CLEF} 2017), Dublin, Ireland, September 13-15, 2017}, series = {{CEUR} Workshop Proceedings}, volume = {1984}, publisher = {CEUR-WS.org}, year = {2017}, url = {https://ceur-ws.org/Vol-1984/Mediaeval\_2017\_paper\_20.pdf}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mediaeval/LiuGK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mediaeval/LiuGK17a, author = {Yang Liu and Zhonglei Gu and Tobey H. Ko}, editor = {Guillaume Gravier and Benjamin Bischke and Claire{-}H{\'{e}}l{\`{e}}ne Demarty and Maia Zaharieva and Michael Riegler and Emmanuel Dellandr{\'{e}}a and Dmitry Bogdanov and Richard F. E. Sutcliffe and Gareth J. F. Jones and Martha A. Larson}, title = {{HKBU} at MediaEval 2017 - Emotional Impact of Movies Task}, booktitle = {Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum {(CLEF} 2017), Dublin, Ireland, September 13-15, 2017}, series = {{CEUR} Workshop Proceedings}, volume = {1984}, publisher = {CEUR-WS.org}, year = {2017}, url = {https://ceur-ws.org/Vol-1984/Mediaeval\_2017\_paper\_42.pdf}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mediaeval/LiuGK17a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mir/LiuGCH17, author = {Yang Liu and Zhonglei Gu and Yiu{-}ming Cheung and Kien A. Hua}, editor = {Bogdan Ionescu and Nicu Sebe and Jiashi Feng and Martha A. Larson and Rainer Lienhart and Cees Snoek}, title = {Multi-view Manifold Learning for Media Interestingness Prediction}, booktitle = {Proceedings of the 2017 {ACM} on International Conference on Multimedia Retrieval, {ICMR} 2017, Bucharest, Romania, June 6-9, 2017}, pages = {308--314}, publisher = {{ACM}}, year = {2017}, url = {https://doi.org/10.1145/3078971.3079021}, doi = {10.1145/3078971.3079021}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mir/LiuGCH17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/webi/LiuGKL17, author = {Yang Liu and Zhonglei Gu and Tobey H. Ko and Jiming Liu}, editor = {Amit P. Sheth and Axel Ngonga and Yin Wang and Elizabeth Chang and Dominik Slezak and Bogdan Franczyk and Rainer Alt and Xiaohui Tao and Rainer Unland}, title = {Brand key asset discovery via cluster-wise biased discriminant projection}, booktitle = {Proceedings of the International Conference on Web Intelligence, Leipzig, Germany, August 23-26, 2017}, pages = {284--290}, publisher = {{ACM}}, year = {2017}, url = {https://doi.org/10.1145/3106426.3106516}, doi = {10.1145/3106426.3106516}, timestamp = {Wed, 16 Jan 2019 12:12:31 +0100}, biburl = {https://dblp.org/rec/conf/webi/LiuGKL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LiuCWLL17, author = {Xin Liu and Qingcai Chen and Xiangping Wu and Yan Liu and Yang Liu}, title = {{CNN} based music emotion classification}, journal = {CoRR}, volume = {abs/1704.05665}, year = {2017}, url = {http://arxiv.org/abs/1704.05665}, eprinttype = {arXiv}, eprint = {1704.05665}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LiuCWLL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/csl/Huang0BCB16, author = {Heyun Huang and Yang Liu and Louis ten Bosch and Bert Cranen and Lou Boves}, title = {Locally learning heterogeneous manifolds for phonetic classification}, journal = {Comput. Speech Lang.}, volume = {38}, pages = {28--45}, year = {2016}, url = {https://doi.org/10.1016/j.csl.2015.12.002}, doi = {10.1016/J.CSL.2015.12.002}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/csl/Huang0BCB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/ZhongLNL16, author = {Sheng{-}hua Zhong and Yan Liu and To{-}Yee Ng and Yang Liu}, title = {Perception-oriented video saliency detection via spatio-temporal attention analysis}, journal = {Neurocomputing}, volume = {207}, pages = {178--188}, year = {2016}, url = {https://doi.org/10.1016/j.neucom.2016.04.048}, doi = {10.1016/J.NEUCOM.2016.04.048}, timestamp = {Fri, 16 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/ZhongLNL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cis/GuL16, author = {Zhonglei Gu and Yang Liu}, title = {Scalable Group Audio-Based Authentication Scheme for IoT Devices}, booktitle = {12th International Conference on Computational Intelligence and Security, {CIS} 2016, Wuxi, China, December 16-19, 2016}, pages = {277--281}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/CIS.2016.0070}, doi = {10.1109/CIS.2016.0070}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cis/GuL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/ZhangCL16, author = {Yiqun Zhang and Yiu{-}ming Cheung and Yang Liu}, title = {Quality preserved data summarization for fast hierarchical clustering}, booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016, Vancouver, BC, Canada, July 24-29, 2016}, pages = {4139--4146}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/IJCNN.2016.7727739}, doi = {10.1109/IJCNN.2016.7727739}, timestamp = {Fri, 26 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/ZhangCL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mediaeval/LiuGC16, author = {Yang Liu and Zhonglei Gu and Yiu{-}ming Cheung}, editor = {Guillaume Gravier and Claire{-}H{\'{e}}l{\`{e}}ne Demarty and Herv{\'{e}} Bredin and Bogdan Ionescu and Christina Boididou and Emmanuel Dellandr{\'{e}}a and Jaeyoung Choi and Michael Riegler and Richard F. E. Sutcliffe and Igor Sz{\"{o}}ke and Gareth J. F. Jones and Martha A. Larson}, title = {Supervised Manifold Learning for Media Interestingness Prediction}, booktitle = {Working Notes Proceedings of the MediaEval 2016 Workshop, Hilversum, The Netherlands, October 20-21, 2016}, series = {{CEUR} Workshop Proceedings}, volume = {1739}, publisher = {CEUR-WS.org}, year = {2016}, url = {https://ceur-ws.org/Vol-1739/MediaEval\_2016\_paper\_29.pdf}, timestamp = {Fri, 10 Mar 2023 16:22:12 +0100}, biburl = {https://dblp.org/rec/conf/mediaeval/LiuGC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mediaeval/LiuGZL16, author = {Yang Liu and Zhonglei Gu and Yu Zhang and Yan Liu}, editor = {Guillaume Gravier and Claire{-}H{\'{e}}l{\`{e}}ne Demarty and Herv{\'{e}} Bredin and Bogdan Ionescu and Christina Boididou and Emmanuel Dellandr{\'{e}}a and Jaeyoung Choi and Michael Riegler and Richard F. E. Sutcliffe and Igor Sz{\"{o}}ke and Gareth J. F. Jones and Martha A. Larson}, title = {Mining Emotional Features of Movies}, booktitle = {Working Notes Proceedings of the MediaEval 2016 Workshop, Hilversum, The Netherlands, October 20-21, 2016}, series = {{CEUR} Workshop Proceedings}, volume = {1739}, publisher = {CEUR-WS.org}, year = {2016}, url = {https://ceur-ws.org/Vol-1739/MediaEval\_2016\_paper\_38.pdf}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mediaeval/LiuGZL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mm/LiuLZCZ16, author = {Yang Liu and Yan Liu and Xiang Zhang and Gong Chen and Kejun Zhang}, editor = {Alan Hanjalic and Cees Snoek and Marcel Worring and Dick C. A. Bulterman and Benoit Huet and Aisling Kelliher and Yiannis Kompatsiaris and Jin Li}, title = {Learning Music Emotion Primitives via Supervised Dynamic Clustering}, booktitle = {Proceedings of the 2016 {ACM} Conference on Multimedia Conference, {MM} 2016, Amsterdam, The Netherlands, October 15-19, 2016}, pages = {222--226}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2964284.2967215}, doi = {10.1145/2964284.2967215}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mm/LiuLZCZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/ZhaoL0ZH15, author = {Yu Zhao and Yan Liu and Yang Liu and Sheng{-}hua Zhong and Kien A. Hua}, title = {Face recognition from a single registered image for conference socializing}, journal = {Expert Syst. Appl.}, volume = {42}, number = {3}, pages = {973--979}, year = {2015}, url = {https://doi.org/10.1016/j.eswa.2014.08.016}, doi = {10.1016/J.ESWA.2014.08.016}, timestamp = {Fri, 16 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eswa/ZhaoL0ZH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/Zhong0LL15, author = {Sheng{-}hua Zhong and Yang Liu and Bin Li and Jing Long}, title = {Query-oriented unsupervised multi-document summarization via deep learning model}, journal = {Expert Syst. Appl.}, volume = {42}, number = {21}, pages = {8146--8155}, year = {2015}, url = {https://doi.org/10.1016/j.eswa.2015.05.034}, doi = {10.1016/J.ESWA.2015.05.034}, timestamp = {Wed, 17 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eswa/Zhong0LL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/taffco/LiuLZH15, author = {Yang Liu and Yan Liu and Yu Zhao and Kien A. Hua}, title = {What Strikes the Strings of Your Heart? - Feature Mining for Music Emotion Analysis}, journal = {{IEEE} Trans. Affect. Comput.}, volume = {6}, number = {3}, pages = {247--260}, year = {2015}, url = {https://doi.org/10.1109/TAFFC.2015.2396151}, doi = {10.1109/TAFFC.2015.2396151}, timestamp = {Fri, 16 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/taffco/LiuLZH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tamd/LiuLWWZYC15, author = {Yang Liu and Yan Liu and Chaoguang Wang and Xiaohong Wang and Pei{-}Yuan Zhou and Gino Yu and Keith C. C. Chan}, title = {What Strikes the Strings of Your Heart?-Multi-Label Dimensionality Reduction for Music Emotion Analysis via Brain Imaging}, journal = {{IEEE} Trans. Auton. Ment. Dev.}, volume = {7}, number = {3}, pages = {176--188}, year = {2015}, url = {https://doi.org/10.1109/TAMD.2015.2429580}, doi = {10.1109/TAMD.2015.2429580}, timestamp = {Fri, 16 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tamd/LiuLWWZYC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icimcs/WuLZ015, author = {Songtao Wu and Yan Liu and Sheng{-}hua Zhong and Yang Liu}, editor = {Ramesh C. Jain and Shuqiang Jiang and John Smith and Jitao Sang and Guohui Li}, title = {What makes the stego image undetectable?}, booktitle = {Proceedings of the 7th International Conference on Internet Multimedia Computing and Service, {ICIMCS} 2015, Zhangjiajie, Hunan, China, August 19-21, 2015}, pages = {47:1--47:6}, publisher = {{ACM}}, year = {2015}, url = {https://doi.org/10.1145/2808492.2808539}, doi = {10.1145/2808492.2808539}, timestamp = {Fri, 16 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icimcs/WuLZ015.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mediaeval/LiuLG15, author = {Yang Liu and Yan Liu and Zhonglei Gu}, editor = {Martha A. Larson and Bogdan Ionescu and Mats Sj{\"{o}}berg and Xavier Anguera and Johann Poignant and Michael Riegler and Maria Eskevich and Claudia Hauff and Richard F. E. Sutcliffe and Gareth J. F. Jones and Yi{-}Hsuan Yang and Mohammad Soleymani and Symeon Papadopoulos}, title = {Affective Feature Extraction for Music Emotion Prediction}, booktitle = {Working Notes Proceedings of the MediaEval 2015 Workshop, Wurzen, Germany, September 14-15, 2015}, series = {{CEUR} Workshop Proceedings}, volume = {1436}, publisher = {CEUR-WS.org}, year = {2015}, url = {https://ceur-ws.org/Vol-1436/Paper15.pdf}, timestamp = {Fri, 10 Mar 2023 16:22:12 +0100}, biburl = {https://dblp.org/rec/conf/mediaeval/LiuLG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mta/ZhongLLC14, author = {Sheng{-}hua Zhong and Yan Liu and Yang Liu and Fu{-}Lai Chung}, title = {Region level annotation by fuzzy based contextual cueing label propagation}, journal = {Multim. Tools Appl.}, volume = {70}, number = {2}, pages = {625--645}, year = {2014}, url = {https://doi.org/10.1007/s11042-011-0954-3}, doi = {10.1007/S11042-011-0954-3}, timestamp = {Fri, 16 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mta/ZhongLLC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/LiuLCH14, author = {Yang Liu and Yan Liu and Keith C. C. Chan and Kien A. Hua}, title = {Hybrid Manifold Embedding}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {25}, number = {12}, pages = {2295--2302}, year = {2014}, url = {https://doi.org/10.1109/TNNLS.2014.2305760}, doi = {10.1109/TNNLS.2014.2305760}, timestamp = {Fri, 16 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/LiuLCH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mm/LiuLZH14, author = {Yang Liu and Yan Liu and Yu Zhao and Kien A. Hua}, editor = {Kien A. Hua and Yong Rui and Ralf Steinmetz and Alan Hanjalic and Apostol Natsev and Wenwu Zhu}, title = {What Strikes the Strings of Your Heart?: Multi-Label Dimensionality Reduction for Music Emotion Analysis}, booktitle = {Proceedings of the {ACM} International Conference on Multimedia, {MM} '14, Orlando, FL, USA, November 03 - 07, 2014}, pages = {1069--1072}, publisher = {{ACM}}, year = {2014}, url = {https://doi.org/10.1145/2647868.2655068}, doi = {10.1145/2647868.2655068}, timestamp = {Fri, 16 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mm/LiuLZH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bioinformatics/ChenSACAOPLLPAZ13, author = {Mengjie Chen and Valentina Svicher and Anna Artese and Giosu{\`{e}} Costa and Claudia Alteri and Francesco Ortuso and Lucia Parrotta and Yang Liu and Chang Liu and Carlo{-}Federico Perno and Stefano Alcaro and Jing Zhang}, title = {Detecting and understanding genetic and structural features in {HIV-1} {B} subtype {V3} underlying {HIV-1} co-receptor usage}, journal = {Bioinform.}, volume = {29}, number = {4}, pages = {451--460}, year = {2013}, url = {https://doi.org/10.1093/bioinformatics/btt002}, doi = {10.1093/BIOINFORMATICS/BTT002}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bioinformatics/ChenSACAOPLLPAZ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/LiSLHX13, author = {Huan Li and Yuan Shi and Yang Liu and Alexander G. Hauptmann and Zhang Xiong}, title = {Corrigendum to cross-domain video concept detection: {A} joint discriminative and generative active learning approach [Expert Systems with Applications 39 {(15)} {(2012)} 12220-12228]}, journal = {Expert Syst. Appl.}, volume = {40}, number = {16}, pages = {6691}, year = {2013}, url = {https://doi.org/10.1016/j.eswa.2013.03.023}, doi = {10.1016/J.ESWA.2013.03.023}, timestamp = {Thu, 03 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/eswa/LiSLHX13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/ZhongLLL13, author = {Sheng{-}hua Zhong and Yan Liu and Yang Liu and Changsheng Li}, title = {Water Reflection Recognition Based on Motion Blur Invariant Moments in Curvelet Space}, journal = {{IEEE} Trans. Image Process.}, volume = {22}, number = {11}, pages = {4301--4313}, year = {2013}, url = {https://doi.org/10.1109/TIP.2013.2271851}, doi = {10.1109/TIP.2013.2271851}, timestamp = {Fri, 16 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/ZhongLLL13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/LiuLZC12, author = {Yang Liu and Yan Liu and Sheng{-}hua Zhong and Keith C. C. Chan}, title = {Tensor distance based multilinear globality preserving embedding: {A} unified tensor based dimensionality reduction framework for image and video classification}, journal = {Expert Syst. Appl.}, volume = {39}, number = {12}, pages = {10500--10511}, year = {2012}, url = {https://doi.org/10.1016/j.eswa.2012.02.139}, doi = {10.1016/J.ESWA.2012.02.139}, timestamp = {Fri, 16 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eswa/LiuLZC12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/LiSLHX12, author = {Huan Li and Yuan Shi and Yang Liu and Alexander G. Hauptmann and Zhang Xiong}, title = {Cross-domain video concept detection: {A} joint discriminative and generative active learning approach}, journal = {Expert Syst. Appl.}, volume = {39}, number = {15}, pages = {12220--12228}, year = {2012}, url = {https://doi.org/10.1016/j.eswa.2012.04.054}, doi = {10.1016/J.ESWA.2012.04.054}, timestamp = {Thu, 03 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/eswa/LiSLHX12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/SunHHLLLHGLZ12, author = {Jiehuan Sun and Xintao Hu and Xiu Huang and Yang Liu and Kaiming Li and Xiang Li and Junwei Han and Lei Guo and Tianming Liu and Jing Zhang}, title = {Inferring consistent functional interaction patterns from natural stimulus {FMRI} data}, journal = {NeuroImage}, volume = {61}, number = {4}, pages = {987--999}, year = {2012}, url = {https://doi.org/10.1016/j.neuroimage.2012.01.142}, doi = {10.1016/J.NEUROIMAGE.2012.01.142}, timestamp = {Mon, 19 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/neuroimage/SunHHLLLHGLZ12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/HuangLBCB12, author = {Heyun Huang and Yang Liu and Louis ten Bosch and Bert Cranen and Lou Boves}, title = {Knowledge-based Quadratic Discriminant Analysis for phonetic classification}, booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012}, pages = {4145--4148}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/ICASSP.2012.6288831}, doi = {10.1109/ICASSP.2012.6288831}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/HuangLBCB12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icimcs/LiuLCZ12, author = {Yang Liu and Yan Liu and Keith C. C. Chan and Jing Zhang}, editor = {Xinguo Yu and Rainer Lienhart and Zheng{-}Jun Zha and Yan Liu and Shin'ichi Satoh}, title = {Neighborhood preserving ordinal regression}, booktitle = {The 4th International Conference on Internet Multimedia Computing and Service, {ICIMCS} '12, Wuhan, China, September 9-11, 2012}, pages = {119--122}, publisher = {{ACM}}, year = {2012}, url = {https://doi.org/10.1145/2382336.2382370}, doi = {10.1145/2382336.2382370}, timestamp = {Thu, 29 Jul 2021 12:11:15 +0200}, biburl = {https://dblp.org/rec/conf/icimcs/LiuLCZ12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cviu/LiuLC11, author = {Yang Liu and Yan Liu and Keith C. C. Chan}, title = {Tensor-based locally maximum margin classifier for image and video classification}, journal = {Comput. Vis. Image Underst.}, volume = {115}, number = {3}, pages = {300--309}, year = {2011}, url = {https://doi.org/10.1016/j.cviu.2010.10.007}, doi = {10.1016/J.CVIU.2010.10.007}, timestamp = {Fri, 16 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cviu/LiuLC11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/LiuLC11, author = {Yang Liu and Yan Liu and Keith C. C. Chan}, editor = {Wolfram Burgard and Dan Roth}, title = {Ordinal Regression via Manifold Learning}, booktitle = {Proceedings of the Twenty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2011, San Francisco, California, USA, August 7-11, 2011}, pages = {398--403}, publisher = {{AAAI} Press}, year = {2011}, url = {https://doi.org/10.1609/aaai.v25i1.7937}, doi = {10.1609/AAAI.V25I1.7937}, timestamp = {Mon, 04 Sep 2023 16:05:54 +0200}, biburl = {https://dblp.org/rec/conf/aaai/LiuLC11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icimcs/HuangLB11, author = {Heyun Huang and Yang Liu and Lou Boves}, editor = {Changsheng Xu and Ralf Steinmetz and Abdulmotaleb El{-}Saddik and Chong{-}Wah Ngo and Xiao Wu}, title = {Investigation of supervised dimensionality reduction methods for phonetic classification}, booktitle = {{ICIMCS} 2011, The Third International Conference on Internet Multimedia Computing and Service, Chengdu, China, August 5-7, 2011}, series = {{ACM} International Conference Proceeding Series}, pages = {128--133}, publisher = {{ACM}}, year = {2011}, url = {https://doi.org/10.1145/2043674.2043712}, doi = {10.1145/2043674.2043712}, timestamp = {Tue, 06 Nov 2018 16:58:20 +0100}, biburl = {https://dblp.org/rec/conf/icimcs/HuangLB11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/HuangLGBCB11, author = {Heyun Huang and Yang Liu and Jort F. Gemmeke and Louis ten Bosch and Bert Cranen and Lou Boves}, title = {Globality-Locality Consistent Discriminant Analysis for Phone Classification}, booktitle = {{INTERSPEECH} 2011, 12th Annual Conference of the International Speech Communication Association, Florence, Italy, August 27-31, 2011}, pages = {1253--1256}, publisher = {{ISCA}}, year = {2011}, url = {https://doi.org/10.21437/Interspeech.2011-99}, doi = {10.21437/INTERSPEECH.2011-99}, timestamp = {Fri, 23 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/HuangLGBCB11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mm/ZhongLL11, author = {Sheng{-}hua Zhong and Yan Liu and Yang Liu}, editor = {K. Sel{\c{c}}uk Candan and Sethuraman Panchanathan and Balakrishnan Prabhakaran and Hari Sundaram and Wu{-}chi Feng and Nicu Sebe}, title = {Bilinear deep learning for image classification}, booktitle = {Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28 - December 1, 2011}, pages = {343--352}, publisher = {{ACM}}, year = {2011}, url = {https://doi.org/10.1145/2072298.2072344}, doi = {10.1145/2072298.2072344}, timestamp = {Fri, 16 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mm/ZhongLL11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mm/ZhongLL11a, author = {Sheng{-}hua Zhong and Yan Liu and Yang Liu}, editor = {K. Sel{\c{c}}uk Candan and Sethuraman Panchanathan and Balakrishnan Prabhakaran and Hari Sundaram and Wu{-}chi Feng and Nicu Sebe}, title = {Bilinear deep learning for image classification}, booktitle = {Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28 - December 1, 2011}, pages = {883--884}, publisher = {{ACM}}, year = {2011}, url = {https://doi.org/10.1145/2072298.2072505}, doi = {10.1145/2072298.2072505}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mm/ZhongLL11a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mm/LiuLZC11, author = {Yang Liu and Yan Liu and Sheng{-}hua Zhong and Keith C. C. Chan}, editor = {K. Sel{\c{c}}uk Candan and Sethuraman Panchanathan and Balakrishnan Prabhakaran and Hari Sundaram and Wu{-}chi Feng and Nicu Sebe}, title = {Semi-supervised manifold ordinal regression for image ranking}, booktitle = {Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28 - December 1, 2011}, pages = {1393--1396}, publisher = {{ACM}}, year = {2011}, url = {https://doi.org/10.1145/2072298.2072023}, doi = {10.1145/2072298.2072023}, timestamp = {Fri, 16 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mm/LiuLZC11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigpro/LiuLC10, author = {Yang Liu and Yan Liu and Keith C. C. Chan}, title = {Nonlinear dimensionality reduction with hybrid distance for trajectory representation of dynamic texture}, journal = {Signal Process.}, volume = {90}, number = {8}, pages = {2375--2395}, year = {2010}, url = {https://doi.org/10.1016/j.sigpro.2009.12.018}, doi = {10.1016/J.SIGPRO.2009.12.018}, timestamp = {Fri, 16 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sigpro/LiuLC10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/LiuLC10a, author = {Yang Liu and Yan Liu and Keith C. C. Chan}, title = {Tensor Distance Based Multilinear Locality-Preserved Maximum Information Embedding}, journal = {{IEEE} Trans. Neural Networks}, volume = {21}, number = {11}, pages = {1848--1854}, year = {2010}, url = {https://doi.org/10.1109/TNN.2010.2066574}, doi = {10.1109/TNN.2010.2066574}, timestamp = {Fri, 16 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/LiuLC10a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/LiuLC10, author = {Yang Liu and Yan Liu and Keith C. C. Chan}, editor = {Maria Fox and David Poole}, title = {Multilinear Maximum Distance Embedding Via L1-Norm Optimization}, booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010}, pages = {525--530}, publisher = {{AAAI} Press}, year = {2010}, url = {https://doi.org/10.1609/aaai.v24i1.7678}, doi = {10.1609/AAAI.V24I1.7678}, timestamp = {Mon, 04 Sep 2023 16:23:45 +0200}, biburl = {https://dblp.org/rec/conf/aaai/LiuLC10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icimcs/ZhongLLC10, author = {Sheng{-}hua Zhong and Yan Liu and Yang Liu and Fu{-}Lai Chung}, editor = {Yong Rui and Klara Nahrstedt and Xiaofei Xu and Hongxun Yao and Shuqiang Jiang and Jian Cheng}, title = {Fuzzy based contextual cueing for region level annotation}, booktitle = {The Second International Conference on Internet Multimedia Computing and Service, {ICIMCS} '10, Harbin, China, December 30-31, 2010}, pages = {1--6}, publisher = {{ACM}}, year = {2010}, url = {https://doi.org/10.1145/1937728.1937729}, doi = {10.1145/1937728.1937729}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icimcs/ZhongLLC10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icip/ZhongLLC10, author = {Sheng{-}hua Zhong and Yan Liu and Yang Liu and Fu{-}Lai Chung}, title = {A semantic no-reference image sharpness metric based on top-down and bottom-up saliency map modeling}, booktitle = {Proceedings of the International Conference on Image Processing, {ICIP} 2010, September 26-29, Hong Kong, China}, pages = {1553--1556}, publisher = {{IEEE}}, year = {2010}, url = {https://doi.org/10.1109/ICIP.2010.5653807}, doi = {10.1109/ICIP.2010.5653807}, timestamp = {Fri, 16 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icip/ZhongLLC10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mm/LiuZLTL10, author = {Yang Liu and Feng Zhou and Wei Liu and Fernando De la Torre and Yan Liu}, editor = {Alberto Del Bimbo and Shih{-}Fu Chang and Arnold W. M. Smeulders}, title = {Unsupervised summarization of rushes videos}, booktitle = {Proceedings of the 18th International Conference on Multimedia 2010, Firenze, Italy, October 25-29, 2010}, pages = {751--754}, publisher = {{ACM}}, year = {2010}, url = {https://doi.org/10.1145/1873951.1874069}, doi = {10.1145/1873951.1874069}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mm/LiuZLTL10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mm/LiuLC10, author = {Yang Liu and Yan Liu and Keith C. C. Chan}, editor = {Alberto Del Bimbo and Shih{-}Fu Chang and Arnold W. M. Smeulders}, title = {Supervised manifold learning for image and video classification}, booktitle = {Proceedings of the 18th International Conference on Multimedia 2010, Firenze, Italy, October 25-29, 2010}, pages = {859--862}, publisher = {{ACM}}, year = {2010}, url = {https://doi.org/10.1145/1873951.1874097}, doi = {10.1145/1873951.1874097}, timestamp = {Fri, 16 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mm/LiuLC10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/LiuLC09, author = {Yang Liu and Yan Liu and Keith C. C. Chan}, title = {Dimensionality reduction for heterogeneous dataset in rushes editing}, journal = {Pattern Recognit.}, volume = {42}, number = {2}, pages = {229--242}, year = {2009}, url = {https://doi.org/10.1016/j.patcog.2008.06.016}, doi = {10.1016/J.PATCOG.2008.06.016}, timestamp = {Fri, 16 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/LiuLC09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccvw/00040C09, author = {Yan Liu and Yang Liu and Keith C. C. Chan}, title = {Multilinear Isometric Embedding for visual pattern analysis}, booktitle = {12th {IEEE} International Conference on Computer Vision Workshops, {ICCV} Workshops 2009, Kyoto, Japan, September 27 - October 4, 2009}, pages = {212--218}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/ICCVW.2009.5457696}, doi = {10.1109/ICCVW.2009.5457696}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccvw/00040C09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icimcs/LiuLC09, author = {Yang Liu and Yan Liu and Keith C. C. Chan}, editor = {Shipeng Li and Hanqing Lu and Dan Xu and Alberto Del Bimbo and Qi Tian and Changsheng Xu}, title = {Bidirectional visible neighborhood preserving embedding}, booktitle = {The First International Conference on Internet Multimedia Computing and Service, {ICIMCS} '09, Kunming, Yunnan, YT, China, November 23-25, 2009}, pages = {155--160}, publisher = {{ACM}}, year = {2009}, url = {https://doi.org/10.1145/1734605.1734642}, doi = {10.1145/1734605.1734642}, timestamp = {Fri, 16 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icimcs/LiuLC09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mm/LiuL09, author = {Yang Liu and Yan Liu}, editor = {Wen Gao and Yong Rui and Alan Hanjalic and Changsheng Xu and Eckehard G. Steinbach and Abdulmotaleb El{-}Saddik and Michelle X. Zhou}, title = {Tensor distance based multilinear multidimensional scaling for image and video analysis}, booktitle = {Proceedings of the 17th International Conference on Multimedia 2009, Vancouver, British Columbia, Canada, October 19-24, 2009}, pages = {577--580}, publisher = {{ACM}}, year = {2009}, url = {https://doi.org/10.1145/1631272.1631360}, doi = {10.1145/1631272.1631360}, timestamp = {Fri, 16 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mm/LiuL09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmcs/LiuLC08, author = {Yang Liu and Yan Liu and Keith C. C. Chan}, title = {Multiple video trajectories representation using double-layer isometric feature mapping}, booktitle = {Proceedings of the 2008 {IEEE} International Conference on Multimedia and Expo, {ICME} 2008, June 23-26 2008, Hannover, Germany}, pages = {129--132}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/ICME.2008.4607388}, doi = {10.1109/ICME.2008.4607388}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icmcs/LiuLC08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mm/LiuLRC08, author = {Yang Liu and Yan Liu and Tongwei Ren and Keith C. C. Chan}, editor = {Paul Over and Alan F. Smeaton}, title = {Rushes video summarization using audio-visual information and sequence alignment}, booktitle = {Proceedings of the 2nd {ACM} Workshop on Video Summarization, {TVS} 2008, Vancouver, British Columbia, Canada, October 31, 2008}, pages = {114--118}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1463563.1463584}, doi = {10.1145/1463563.1463584}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mm/LiuLRC08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/semco/LiuLC08, author = {Yang Liu and Yan Liu and Keith C. C. Chan}, title = {Dimensionality Reduction for Descriptor Generation in Rushes Editing}, booktitle = {Proceedings of the 2th {IEEE} International Conference on Semantic Computing {(ICSC} 2008), August 4-7, 2008, Santa Clara, California, {USA}}, pages = {104--111}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/ICSC.2008.90}, doi = {10.1109/ICSC.2008.90}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/semco/LiuLC08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mm/LiuLZ07, author = {Yang Liu and Yan Liu and Yan Zhang}, editor = {Paul Over and Alan F. Smeaton}, title = {The Hong Kong Polytechnic University at {TRECVID} 2007 {BBC} rushes summarization}, booktitle = {Proceedings of the 1st {ACM} Workshop on Video Summarization, {TVS} 2007, Augsburg, Bavaria, Germany, September 28, 2007}, pages = {50--54}, publisher = {{ACM}}, year = {2007}, url = {https://doi.org/10.1145/1290031.1290040}, doi = {10.1145/1290031.1290040}, timestamp = {Fri, 16 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mm/LiuLZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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