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2018 Volume 9 Issue 6


Anthology ID:
2018.tist_journal-ir0anthology0volumeA9A6
Year:
2018

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TPM: A Temporal Personalized Model for Spatial Item Recommendation
Weiqing Wang | Hongzhi Yin | Xingzhong Du | Quoc Viet Hung Nguyen | Xiaofang Zhou

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X-CLEaVER: Learning Ranking Ensembles by Growing and Pruning Trees
Claudio Lucchese | Franco Maria Nardini | Salvatore Orlando | Raffaele Perego | Fabrizio Silvestri | Salvatore Trani

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Learning Urban Community Structures: A Collective Embedding Perspective with Periodic Spatial-temporal Mobility Graphs
Pengyang Wang | Yanjie Fu | Jiawei Zhang | Xiaolin Li | Dan Lin

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Adaptive Online One-Class Support Vector Machines with Applications in Structural Health Monitoring
Ali Anaissi | Nguyen Lu Dang Khoa | Thierry Rakotoarivelo | Mehrisadat Makki Alamdari | Yang Wang

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Discriminative and Orthogonal Subspace Constraints-Based Nonnegative Matrix Factorization
Xuelong Li | Guosheng Cui | Yongsheng Dong

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High-Precision Camera Localization in Scenes with Repetitive Patterns
Xiaobai Liu | Qian Xu | Yadong Mu | Jiadi Yang | Liang Lin | Shuicheng Yan

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A Cross-Domain Recommendation Mechanism for Cold-Start Users Based on Partial Least Squares Regression
Cheng-Te Li | Chia-Tai Hsu | Man-Kwan Shan

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Characterizing User Skills from Application Usage Traces with Hierarchical Attention Recurrent Networks
Longqi Yang | Chen Fang | Hailin Jin | Matthew D. Hoffman | Deborah Estrin

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Random-Forest-Inspired Neural Networks
Suhang Wang | Charu C. Aggarwal | Huan Liu

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SmartTransfer: Modeling the Spatiotemporal Dynamics of Passenger Transfers for Crowdedness-Aware Route Recommendations
Bowen Du | Yifeng Cui | Yanjie Fu | Runxing Zhong | Hui Xiong

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Few-Shot Text and Image Classification via Analogical Transfer Learning
Wenhe Liu | Xiaojun Chang | Yan Yan | Yi Yang | Alexander G. Hauptmann

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An Efficient Alternating Newton Method for Learning Factorization Machines
Wei-Sheng Chin | Bo-Wen Yuan | Meng-Yuan Yang | Chih-Jen Lin