Currently browsing: Items authored or edited by Yue Hou

Zhao, Xiaozhao; Hou, Yuexian; Song, Dawei and Li, Wenjie (2018). A Confident Information First Principle for Parametric Reduction and Model Selection of Boltzmann Machines. IEEE Transactions on Neural Networks and Learning Systems., 29(5) pp. 1608–1621.

• Unspecified Version (PDF) This file is not available for public download
• Download Published Version (PDF / 1MB)
• Download Unspecified Version (PDF / 0B)
• Download Unspecified Version (PDF / 2MB)
• Download Unspecified Version (PDF / 2MB)

Li, Xiang; Song, Dawei; Zhang, Peng; Hou, Yuexian and Hu, Bin (2017). Deep fusion of multi-channel neurophysiological signal for emotion recognition and monitoring. International Journal of Data Mining and Bioinformatics, 18(1) pp. 1–27.

• Download Accepted Manuscript (PDF / 2MB)

Zhang, Peng; Yu, Qian; Hou, Yuexian; Song, Dawei; Li, Jingfei and Hu, Bin (2017). A Distribution Separation Method Using Irrelevance Feedback Data for Information Retrieval. ACM Transactions on Intelligent Systems and Technology, 8(3), article no. 46.

• Download Accepted Manuscript (PDF / 210kB)

Zhang, Peng; Li, Jingfei; Wang, Benyou; Zhao, Xiaozhao; Song, Dawei; Hou, Yuexian and Melucci, Massimo (2016). A Quantum Query Expansion Approach for Session Search. Entropy, 18(4), article no. 146.

• Download Published Version (PDF / 1MB)

Wang, Benyou; Zhang, Peng; Li, Jingfei; Song, Dawei; Hou, Yuexian and Shang, Zhenguo (2016). Exploration of Quantum Interference in Document Relevance Judgement Discrepancy. Entropy, 18(4), article no. 144.

• Download Published Version (PDF / 883kB)

Zhang, Peng; Yu, Qian; Hou, Yuexian; Song, Dawei; Li, Jingfei and Hu, Bin (2016). Generalized Analysis of a Distribution Separation Method. Entropy, 18(4), article no. 105.

• Download Published Version (PDF / 471kB)

Li, Xiang; Zhang, Peng; Song, Dawei and Hou, Yuexian (2015). Recognizing emotions based on multimodal neurophysiological signals. Advances in Computational Psychophysiology pp. 28–30.

• Download Accepted Manuscript (PDF / 167kB)

Zhang, Peng; Song, Dawei; Wang, Jun and Hou, Yue (2014). Bias-variance analysis in estimating true query model for information retrieval. Information Processing & Management, 50(1) pp. 199–217.

• Download Accepted Manuscript (PDF / 398kB)

Zhang, Wenya; Song, Dawei; Zhang, Peng; Zhao, Xiaozhao and Hou, Yuexian (2016). A Sequential Latent Topic-based Readability Model for Domain-Specific Information Retrieval. In: Information Retrieval Technology, Springer, pp. 241–252.

• Download Accepted Manuscript (PDF / 528kB)

Meng, Ye; Zhang, Peng; Song, Dawei and Hou, Yuexian (2016). A Study of Collection-Based Features for Adapting the Balance Parameter in Pseudo Relevance Feedback. In: Information Retrieval Technology, Springer, pp. 265–276.

• Download Accepted Manuscript (PDF / 141kB)

Li, Xiang; Zhang, Peng; Song, Dawei; Yu, Guangliang; Hou, Yuexian and Hu, Bin (2015). EEG Based Emotion Identification Using Unsupervised Deep Feature Learning. In: SIGIR2015 Workshop on Neuro-Physiological Methods in IR Research, 13 Aug 2015, Santiago, Chile.

• Download Published Version (PDF / 379kB)

Chen, Yongqiang; Zhang, Wenya; Song, Dawei; Zhang, Peng; Hou, Yuexian and Ren, Qingtao (2015). Inferring Document Readability by Integrating Eye Movement Features. In: SIGIR2015 Workshop on Neuro-Physiological Methods in IR Research, 13 Aug 2015, Santiago, Chile.

• Download Published Version (PDF / 189kB)

Ren, Qingtao; Chen, Yongqiang; Zhang, Peng; Song, Dawei and Hou, Yuexian (2015). Detecting regions of interest using eye tracking for CBIR. In: SIGIR2015 Workshop on Neuro-Physiological Methods in IR Research, 13 Aug 2015, Santiago, Chile.

• Download Published Version (PDF / 213kB)

Xie, Mengjiao; Hou, YueXian; Zhang, Peng; Li, Jingfei; Li, Wenjie and Song, Dawei (2015). Modeling Quantum Entanglements in Quantum Language Models. In: 24th International Joint Conference on Artificial Intelligence (IJCAI 2015), 25-31 Jul 2015, Buenos Aires, Argentina, AAAI Press, pp. 1362–1368.

• Download Published Version (PDF / 420kB)

Yu, Qian; Zhang, Peng; Hou, Yuexian; Song, Dawei and Wang, Jun (2015). Document Boltzmann Machines for Information Retrieval. In: Advances in Information Retrieval - 37th European Conference on IR Research, Lecture Notes in Computer Science, Springer International Publishing, pp. 666–671.

• Published Version (PDF) This file is not available for public download

Song, Dawei; Shi, Yanjie; Zhang, Peng; Hou, Yuexian; Hu, Bin; Jia, Yuan; Huang, Qiang; Kruschwitz, Udo; De Roeck, Anne and Bruza, Peter (2013). Optimization of an integrated model for automatic reduction and expansion of long queries. In: Ninth Asia Information Retrieval Societies Conference, 9-11 Dec 2013, Singapore.

• Download Accepted Manuscript (PDF / 191kB)

Pan, Dazhao; Zhang, Peng; Li, Jingfei; Song, Dawei; Wen, Jirong; Hou, Yuexian; Hu, Bin; Jia, Yuan and De Roeck, Anne (2013). Using Dempster-Shafer’s evidence theory for query expansion based on freebase knowledge. In: Ninth Asia Information Retrieval Societies Conference, 9-11 Dec 2013, Singapore.

• Download Accepted Manuscript (PDF / 417kB)

Zhang, Peng; Song, Dawei; Wang, Jun and Hou, Yuexian (2013). Bias-variance decomposition of IR evaluation. In: 36th international ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2013), 28 Jul - 1 Aug 2013, Dublin, Ireland, pp. 1021–1024.

• Request a copy from the author This file is not available for public download