Liya Fan

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 16

Top Topics

Classification Method

Data Processing

Support Vector Machine

Feature Extraction

Top Venues

Proc. VLDB Endow.

Int. J. Pattern Recognit. Artif. Intell.

Publications

Jing Yang, Liya Fan, Quansen Sun
A multi-rank two-dimensional CCA based on PDEs for multi-view feature extraction. Expert Syst. Appl. 242 (2024)
Jianjun Chen, Rui Shi, Heng Chen, Li Zhang, Ruidong Li, Wei Ding, Liya Fan, Hao Wang, Mu Xiong, Yuxiang Chen, Benchao Dong, Kuankuan Guo, Yuanjin Lin, Xiao Liu, Haiyang Shi, Peipei Wang, Zikang Wang, Yemeng Yang, Junda Zhao, Dongyan Zhou, Zhikai Zuo, Yuming Liang
Krypton: Real-time Serving and Analytical SQL Engine at ByteDance. Proc. VLDB Endow. 16 (12) (2023)
Zuozhi Wang, Kai Zeng, Botong Huang, Wei Chen, Xiaozong Cui, Bo Wang, Ji Liu, Liya Fan, Dachuan Qu, Zhenyu Hou, Tao Guan, Chen Li, Jingren Zhou
Tempura: a general cost-based optimizer framework for incremental data processing (Journal Version). VLDB J. 32 (6) (2023)
Jing Yang, Liya Fan, Quansen Sun
A novel supervised correlation analysis based on partial differential equations for multi-feature extraction and fusion. Multim. Tools Appl. 81 (5) (2022)
Shouming Hou, Yabing Wang, Kai Li, Yinggang Zhao, Baoyun Lu, Liya Fan
Deep Learning for Screen-Shot Image Demoiréing: A Survey. IEEE Access 10 (2022)
Mingzhu Cui, Liya Fan
A Novel Semismooth Newton Algorithm for PCA-Twin Support Vector Machine. AIEE (2022)
Zuozhi Wang, Kai Zeng, Botong Huang, Wei Chen, Xiaozong Cui, Bo Wang, Ji Liu, Liya Fan, Dachuan Qu, Zhenyu Hou, Tao Guan, Chen Li, Jingren Zhou
Tempura: A General Cost Based Optimizer Framework for Incremental Data Processing (Extended Version). CoRR (2020)
Zuozhi Wang, Kai Zeng, Botong Huang, Wei Chen, Xiaozong Cui, Bo Wang, Ji Liu, Liya Fan, Dachuan Qu, Zhenyu Hou, Tao Guan, Chen Li, Jingren Zhou
Tempura: A General Cost-Based Optimizer Framework for Incremental Data Processing. Proc. VLDB Endow. 14 (1) (2020)
Zuozhi Wang, Kai Zeng, Botong Huang, Wei Chen, Xiaozong Cui, Bo Wang, Ji Liu, Liya Fan, Dachuan Qu, Zhenyu Hou, Tao Guan, Chen Li, Jingren Zhou
Grosbeak: A Data Warehouse Supporting Resource-Aware Incremental Computing. SIGMOD Conference (2020)
Yuhua Fan, Luping Zhou, Liya Fan, Jing Yang
Multiple Obstacle Detection for Assistance Driver System Using Deep Neural Networks. ICAIS (3) (2019)
Jing Yang, Liya Fan, Quansen Sun, Yuhua Fan
A Novel Nonlinear Multi-feature Fusion Algorithm: Multiple Kernel Multiset Integrated Canonical Correlation Analysis. ICCCS (6) (2018)
Xizhan Gao, Liya Fan, Haitao Xu
Multiple rank multi-linear kernel support vector machine for matrix data classification. Int. J. Mach. Learn. Cybern. 9 (2) (2018)
Yuhua Fan, Liya Fan, Jing Yang
Improving Semantic Annotation Using Semantic Modeling of Knowledge Embedding. ICCCS (6) (2018)
Haitao Xu, Liya Fan
Numerical solution of Volterra-Fredholm integral equations based on ε-SVR method. J. Comput. Appl. Math. 298 (2016)
Xizhan Gao, Liya Fan, Haitao Xu
A novel method for classification of matrix data using Twin Multiple Rank SMMs. Appl. Soft Comput. 48 (2016)
Liya Fan, Bo Gao, Zhihu Wang, Wenhao An, Yu Wang
A Semi-Automatic Approach of Transforming Applications to be Multi-Tenancy Enabled. IEEE Trans. Serv. Comput. 9 (2) (2016)
Haitao Xu, Liya Fan, Xizhan Gao
Projection twin SMMs for 2d image data classification. Neural Comput. Appl. 26 (1) (2015)
Xibo Jin, Fa Zhang, Liya Fan, Ying Song, Zhiyong Liu
Scheduling for energy minimization on restricted parallel processors. J. Parallel Distributed Comput. (2015)
Haitao Xu, Liya Fan, Xizhan Gao
TBSTM: A Novel and Fast Nonlinear Classification Method for Image Data. Int. J. Pattern Recognit. Artif. Intell. 29 (8) (2015)
Jing Yang, Liya Fan
A Novel Indefinite Kernel Dimensionality Reduction Algorithm: Weighted Generalized Indefinite Kernel Discriminant Analysis. Neural Process. Lett. 40 (3) (2014)
Liya Fan, Bo Gao, Fa Zhang, Zhiyong Liu
OS4M: Achieving Global Load Balance of MapReduce Workload by Scheduling at the Operation Level. CoRR (2014)
Fan Jiang, Liya Fan
Feature Description by Improved Local Gabor Filters and ICA. CIT (2014)
Liya Fan, Bo Gao, Xi Sun, Fa Zhang, Zhiyong Liu
Improving the Load Balance of MapReduce Operations based on the Key Distribution of Pairs. CoRR (2014)
Gongming Wang, Fa Zhang, Qi Chu, Liya Fan, Fei Sun, Zhiyong Liu
A fast calculation strategy of density function in ISAF reconstruction algorithm. Sci. China Inf. Sci. 56 (9) (2013)
Xibo Jin, Fa Zhang, Ying Song, Liya Fan, Zhiyong Liu
Energy-Efficient Scheduling with Time and Processors Eligibility Restrictions. Euro-Par (2013)
Lei Kong, Lu Cheng, Liya Fan, Min Zhao, Hong Qu
IQdb: an intelligence quotient score-associated gene resource for human intelligence. Database J. Biol. Databases Curation 2013 (2013)
Jiaxin Jin, Hong Jiang, Xiuying Zhang, Pengwei Xu, Liya Fan, Ying Wang
Detecting responses of masson pine to acid rain based on different soil conditions. Geoinformatics (2013)
Xibo Jin, Fa Zhang, Ying Song, Liya Fan, Zhiyong Liu
Energy-Efficient Scheduling with Time and Processors Eligibility Restrictions CoRR (2013)
Yan Cui, Liya Fan
Feature extraction using fuzzy maximum margin criterion. Neurocomputing 86 (2012)
Liya Fan, Fa Zhang, Gongming Wang, Zhiyong Liu
An effective approximation algorithm for the Malleable Parallel Task Scheduling problem. J. Parallel Distributed Comput. 72 (5) (2012)
Yan Cui, Liya Fan
A novel supervised dimensionality reduction algorithm: Graph-based Fisher analysis. Pattern Recognit. 45 (4) (2012)
Xi Sun, Bo Gao, Liya Fan, Wenhao An
A Cost-Effective Approach to Delivering Analytics as a Service. ICWS (2012)
Xi Sun, Liya Fan, Linlin Yan, Lei Kong, Yang Ding, Changjie Guo, Wei Sun
Deliver Bioinformatics Services in Public Cloud: Challenges and Research Framework. ICEBE (2011)
Bo Gao, Wenhao An, Xi Sun, Zhi Hu Wang, Liya Fan, Changjie Guo, Wei Sun
A Non-intrusive Multi-tenant Database Software for Large Scale SaaS Application. ICEBE (2011)
Liya Fan, Aiqin Li
Parametric Set-Valued Vector Quasi-Equilibrium Problems. Adv. Decis. Sci. 2010 (2010)
Liya Fan, Fa Zhang, Gongming Wang, Zhiyong Liu
A framework to refine particle clusters produced by EMAN. Bioinform. 25 (12) (2009)
Wenxin Zhu, Liya Fan
Exceptional family and solution existence of variational inequality problems with set-valued mappings. Appl. Math. Lett. 22 (2) (2009)
Liya Fan
MiPSP and MaPSP for prevariational inequalities with set-valued mappings. Appl. Math. Lett. 22 (2) (2009)
Liya Fan, Fa Zhang, Gongming Wang, Zhiyong Liu
An effective scheduling algorithm for Linear Makespan Minimization on Unrelated Parallel Machines. HiPC (2009)
Yunlian Guo, Liya Fan
Several Examples for Generalized Invariant Monotonicity. CSO (2) (2009)
Liya Fan
Weak quasi-invexity of nonsmooth functions. Appl. Math. Lett. 21 (11) (2008)
Qing-Min Liu, Liya Fan, Guihua Wang
Generalized vector quasi-equilibrium problems with set-valued mappings. Appl. Math. Lett. 21 (9) (2008)
Liya Fan, Tianyuan Xiao
An Automatic Method for Ontology Mapping. KES (3) (2007)