Xinguo Lu

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 19

Top Topics

Gene Expression

Imbalanced Datasets

Heterogeneous Information Networks

Decomposition Method

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Xiangtao Chen, Shurui Fang, Ying Wang, Linghan Li, Xinguo Lu
HEAMWalk: Heterogeneous Network Embedding Based on Attribute Combined Multi-view Random Walks. ICIC (13) (2024)
Xinguo Lu, Guanyuan Chen, Jinxin Li, Xiangjin Hu, Fengxu Sun
MAGCN: A Multiple Attention Graph Convolution Networks for Predicting Synthetic Lethality. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (5) (2023)
Jinxin Li, Daoxu Tang, Xinguo Lu, Fengxu Sun, Kaibao Jiang, Jingjing Ruan
Latent space feature representation on multiple biological network for synthetic lethality interaction prediction. BIBM (2023)
Daoxu Tang, Xinguo Lu, Kaibao Jiang, Fengxu Sun, Jinxin Li
A Novel Trajectory Inference Method on Single-Cell Gene Expression Data. ICIC (2) (2022)
Xinguo Lu, Jinxin Li, Zhenghao Zhu, Yue Yuan, Guanyuan Chen, Keren He
Predicting miRNA-Disease Associations via Combining Probability Matrix Feature Decomposition With Neighbor Learning. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (6) (2022)
Fengxu Sun, Xinguo Lu, Guanyuan Chen, Xiang Zhang, Kaibao Jiang, Jinxin Li
A Novel Synthetic Lethality Prediction Method Based on Bidirectional Attention Learning. ICIC (2) (2022)
Xinguo Lu, Zhenghao Zhu, Xianghua Peng, Qiumai Miao, Yuansheng Luo, Xiangtao Chen
InFun: a community detection method to detect overlapping gene communities in biological network. Signal Image Video Process. 15 (4) (2021)
Xinguo Lu, Xinyu Wang, Li Ding, Jinxin Li, Yan Gao, Keren He
frDriver: A Functional Region Driver Identification for Protein Sequence. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (5) (2021)
Xinguo Lu, Fang Liu, Jinxin Li, Keren He, Kaibao Jiang, Changlong Gu
An Efficient Computational Method to Predict Drug-Target Interactions Utilizing Matrix Completion and Linear Optimization Method. ICIC (3) (2021)
Xinguo Lu, Yan Gao, Daoxu Tang, Yue Yuan
A Link-Based Ensemble Cluster Approach for Identification of Cell Types. ICIC (2) (2021)
Xiangtao Chen, Lan Zhang, Xiaohui Wei, Xinguo Lu
An effective method using clustering-based adaptive decomposition and editing-based diversified oversamping for multi-class imbalanced datasets. Appl. Intell. 51 (4) (2021)
Xinguo Lu, Yue Yuan, Guanyuan Chen, Jinxin Li, Kaibao Jiang
Predicting LncRNA-Disease Associations Based on Tensor Decomposition Method. ICIC (3) (2021)
Xiangtao Chen, Yonghong Jiang, Yubo Wu, Xiaohui Wei, Xinguo Lu
A Meta Graph-Based Top-k Similarity Measure for Heterogeneous Information Networks. ICIC (3) (2020)
Xinguo Lu, Yan Gao, Jinxin Li, Keren He, Guanyuan Chen, Qiang Qu
Identification of Cell Types from Single-Cell Transcriptomes Using a Novel Clustering Framework. ICIC (1) (2020)
Xinguo Lu, Fang Liu, Li Ding, Xinyu Wang, Jinxin Li, Yue Yuan
An Efficient Computational Method to Predict Drug-Target Interactions Utilizing Structural Perturbation Method. ICIC (2) (2020)
Keren He, Ronghui Wu, Zhenghao Zhu, Jinxin Li, Xinguo Lu
A Probabilistic Matrix Decomposition Method for Identifying miRNA-Disease Associations. ICIC (2) (2020)
Xinguo Lu, Xin Qian, Xing Li, Qiumai Miao, Shaoliang Peng
DMCM: a Data-adaptive Mutation Clustering Method to identify cancer-related mutation clusters. Bioinform. 35 (3) (2019)
Xinguo Lu, Xinyu Wang, Ping Liu, Zhenghao Zhu, Li Ding
A Novel Method to Predict Protein Regions Driving Cancer Through Integration of Multi-omics Data. ICIC (2) (2019)
Xinguo Lu, Qiumai Miao, Ping Liu, Li Ding, Zhenghao Zhu, Min Liu, Shulin Wang
The Detection of Gene Modules with Overlapping Characteristic via Integrating Multi-omics Data in Six Cancers. ICIC (2) (2019)
Xinguo Lu, Bingtao Feng, Yong Deng, Dewen Hu
Co-expressing Patterns of Schizophrenia Candidate Genes in Brain Regions. IScIDE (2013)
Xinguo Lu, Ping Liu, Ling-Li Zeng, Renfa Li, Dewen Hu
Schizophrenia Candidate Genes Specific to Human Brain Region Are Restricted to Basal Ganglia. IScIDE (2012)
Xinguo Lu, Xianghua Peng, Ping Liu, Yong Deng, Bingtao Feng, Bo Liao
A novel feature selection method based on CFS in cancer recognition. ISB (2012)
Bo Liao, Benyou Liao, Xinguo Lu, Zhi Cao
A novel graphical representation of protein sequences and its application. J. Comput. Chem. 32 (12) (2011)
Haijun Wang, Yaping Lin, Xinguo Lu, Yalin Nie
A Novel EPA-KNN Gene Classification Algorithm. ISNN (2) (2007)
Xinguo Lu, Yaping Lin, Haijun Wang, Siwang Zhou, Xiaolong Li
A Novel Relative Space Based Gene Feature Extraction and Cancer Recognition. PAKDD (2007)
Xinguo Lu, Yaping Lin, Xiaolin Yang, Lijun Cai, Haijun Wang, Gustaph Sanga
Using Most Similarity Tree Based Clustering to Select the Top Most Discriminating Genes for Cancer Detection. ICAISC (2006)
Xiaolong Li, Yaping Lin, Siqing Yang, Yeqing Yi, Jianping Yu, Xinguo Lu
A Key Distribution Scheme Based on Public Key Cryptography for Sensor Networks. CIS (2006)
Wen Yue, Zhiping Chen, Xinguo Lu, Feng Lin, Juan Liu
Using Query Expansion and Classification for Information Retrieval. SKG (2005)