Lifei Chen

According to our database, Lifei Chen authored at least 93 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Switching Control for a Soft Rehabilitation Glove With Pneumatic Bellows Actuators.

Haiyan Cheng, Lifei Chen, Bin Fang, Jinhua Zhang, Jun Hong

IEEE Robotics Autom. Lett., June, 2024

Are KAN Effective for Identifying and Tracking Concept Drift in Time Series?

Kunpeng Xu, Lifei Chen, Shengrui Wang

CoRR, 2024

Wormhole: Concept-Aware Deep Representation Learning for Co-Evolving Sequences.

Kunpeng Xu, Lifei Chen, Shengrui Wang

CoRR, 2024

Kolmogorov-Arnold Networks for Time Series: Bridging Predictive Power and Interpretability.

Kunpeng Xu, Lifei Chen, Shengrui Wang

CoRR, 2024

BAMBOO: a predictive and transferable machine learning force field framework for liquid electrolyte development.

Sheng Gong, Yumin Zhang, Zhenliang Mu, Zhichen Pu, Hongyi Wang, Zhiao Yu, Mengyi Chen, Tianze Zheng, Zhi Wang, Lifei Chen, Xiaojie Wu, Shaochen Shi, Weihao Gao, Wen Yan, Liang Xiang

CoRR, 2024

Exploring Color Invariance through Image-Level Ensemble Learning.

Yunpeng Gong, Jiaquan Li, Lifei Chen, Min Jiang

CoRR, 2024

RHINE: A Regime-Switching Model with Nonlinear Representation for Discovering and Forecasting Regimes in Financial Markets.

Kunpeng Xu, Lifei Chen, Jean-Marc Patenaude, Shengrui Wang

Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

Kernel Representation Learning with Dynamic Regime Discovery for Time Series Forecasting.

Kunpeng Xu, Lifei Chen, Jean-Marc Patenaude, Shengrui Wang

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

Beyond Dropout: Robust Convolutional Neural Networks Based on Local Feature Masking.

Yunpeng Gong, Chuangliang Zhang, Yongjie Hou, Lifei Chen, Min Jiang

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

SCNet: A spatial feature fused convolutional network for multi-channel EEG pathology detection.

Tao Wu, Yujie Fan, Yunning Zhong, Xiu Cheng, Xiangzeng Kong, Lifei Chen

Biomed. Signal Process. Control., September, 2023

DRNet: A Decision-Making Method for Autonomous Lane Changingwith Deep Reinforcement Learning.

Kunpeng Xu, Lifei Chen, Shengrui Wang

CoRR, 2023

Toward Healthy Aging: Temporal Regression for Disability Prediction and Warning Decision-Making.

Jianfei Zhang, Lifei Chen, Shengrui Wang

Proceedings of the Database and Expert Systems Applications, 2023

Modeling of Repeated Measures for Time-to-event Prediction.

Jianfei Zhang, Lifei Chen, Shengrui Wang

Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

2022

Kernel-based data transformation model for nonlinear classification of symbolic data.

Xuanhui Yan, Lifei Chen, Gongde Guo

Soft Comput., 2022

Symbolic sequence representation with Markovian state optimization.

Lifei Chen, Haiyan Wu, Wenxuan Kang, Shengrui Wang

Pattern Recognit., 2022

A Multi-view Kernel Clustering framework for Categorical sequences.

Kunpeng Xu, Lifei Chen, Shengrui Wang

Expert Syst. Appl., 2022

Nonnegative matrix factorization with combined kernels for small data representation.

Liying Hu, Xian Chen, Gongde Guo, Lifei Chen

Expert Syst. Appl., 2022

Information fusion oriented heterogeneous social network for friend recommendation via community detection.

Mingqing Huang, Qingshan Jiang, Qiang Qu, Lifei Chen, Hui Chen

Appl. Soft Comput., 2022

Data-driven Kernel Subspace Clustering with Local Manifold Preservation.

Kunpeng Xu, Lifei Chen, Shengrui Wang

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

Person Re-identification Method Based on Color Attack and Joint Defence.

Yunpeng Gong, Liqing Huang, Lifei Chen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Automatic diagnostics of EEG pathology via capsule network with multi-level feature fusion.

Tao Wu, Yunning Zhong, Yujie Fan, Xiangzeng Kong, Lifei Chen

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021

Risk Factors of Tumor Patients with Peripherally Inserted Central Catheter Related Thrombosis and Nursing Intervention Analysis Mediated by Algorithm-Based Ultrasound Images.

Lifei Chen, Yingying Hu

Sci. Program., 2021

Valuation and investment strategies of carbon capture and storage technology under uncertainties in technology, policy and market.

Chao Huang, Lifei Chen, Pandu R. Tadikamalla, Mikhail Gordon

J. Oper. Res. Soc., 2021

Dynamic order Markov model for categorical sequence clustering.

Rongbo Chen, Haojun Sun, Lifei Chen, Jianfei Zhang, Shengrui Wang

J. Big Data, 2021

Robust Person Re-identification with Multi-Modal Joint Defence.

Yunpeng Gong, Lifei Chen

CoRR, 2021

2020

Survival neural networks for time-to-event prediction in longitudinal study.

Jianfei Zhang, Lifei Chen, Yanfang Ye, Gongde Guo, Rongbo Chen, Alain Vanasse, Shengrui Wang

Knowl. Inf. Syst., 2020

Linguistic q-rung orthopair fuzzy sets and their interactional partitioned Heronian mean aggregation operators.

Mingwei Lin, Xinmei Li, Lifei Chen

Int. J. Intell. Syst., 2020

EEG Signal Reconstruction Using a Generative Adversarial Network With Wasserstein Distance and Temporal-Spatial-Frequency Loss.

Tian-Jian Luo, Yachao Fan, Lifei Chen, Gongde Guo, Changle Zhou

Frontiers Neuroinformatics, 2020

PFBNet: a priori-fused boosting method for gene regulatory network inference.

Dandan Che, Shun Guo, Qingshan Jiang, Lifei Chen

BMC Bioinform., 2020

A Real-time Temperature Anomaly Detection Method for IoT Data.

Wei Liu, Hongyi Jiang, Dandan Che, Lifei Chen, Qingshan Jiang

Proceedings of the 5th International Conference on Internet of Things, 2020

2019

Two-stage pruning method for gram-based categorical sequence clustering.

Liang Yuan, Wenjian Wang, Lifei Chen

Int. J. Mach. Learn. Cybern., 2019

Feature-weighted survival learning machine for COPD failure prediction.

Jianfei Zhang, Shengrui Wang, Josiane Courteau, Lifei Chen, Gongde Guo, Alain Vanasse

Artif. Intell. Medicine, 2019

Time-Dependent Survival Neural Network for Remaining Useful Life Prediction.

Jianfei Zhang, Shengrui Wang, Lifei Chen, Gongde Guo, Rongbo Chen, Alain Vanasse

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

2018

Speech emotion recognition of Chinese elderly people.

Kunxia Wang, ZongBao Zhu, Jian Zhang, Lifei Chen

Web Intell., 2018

An Effective Privacy Architecture to Preserve User Trajectories in Reward-Based LBS Applications.

A. S. M. Touhidul Hasan, Qiang Qu, Chengming Li, Lifei Chen, Qingshan Jiang

ISPRS Int. J. Geo Inf., 2018

Center-based clustering of categorical data using kernel smoothing methods.

Xuanhui Yan, Lifei Chen, Gongde Guo

Frontiers Comput. Sci., 2018

OPRCP: approximate nearest neighbor binary search algorithm for hybrid data over WMSN blockchain.

Huakun Liu, Xin Wei, Ruliang Xiao, Lifei Chen, Xin Du, Shi Zhang

EURASIP J. Wirel. Commun. Netw., 2018

SOMDNCD: Image Change Detection Based on Self-Organizing Maps and Deep Neural Networks.

Ruliang Xiao, Runxi Cui, Mingwei Lin, Lifei Chen, Youcong Ni, Xinhong Lin

IEEE Access, 2018

KVLMM: A Trajectory Prediction Method Based on a Variable-Order Markov Model With Kernel Smoothing.

Xing Wang, Xinhua Jiang, Lifei Chen, Yi Wu

IEEE Access, 2018

Sequence-As-Feature Representation for Subspace Classification of Multivariate Time Series.

Liang Yuan, Lifei Chen, Rong Xie, Huihuang Hsu

Proceedings of the Web and Big Data, 2018

A Self-representation Model for Robust Clustering of Categorical Sequences.

Kunpeng Xu, Lifei Chen, Shengrui Wang, Beizhan Wang

Proceedings of the Web and Big Data, 2018

Large Scale UAVs Collaborative Formation Simulation Based on Starlings' Flight Mechanism.

Rong Xie, Cunfeng Gu, Li Liu, Lifei Chen, Linyu Zhang

Proceedings of the Web and Big Data, 2018

2017

Two-stage ELM for phishing Web pages detection using hybrid features.

Wei Zhang, Qingshan Jiang, Lifei Chen, Chengming Li

World Wide Web, 2017

Cluster Validation Method for Determining the Number of Clusters in Categorical Sequences.

Gongde Guo, Lifei Chen, Yanfang Ye, Qingshan Jiang

IEEE Trans. Neural Networks Learn. Syst., 2017

Multiple Bayesian discriminant functions for high-dimensional massive data classification.

Jianfei Zhang, Shengrui Wang, Lifei Chen, Patrick Gallinari

Data Min. Knowl. Discov., 2017

A L1-regularized feature selection method for local dimension reduction on microarray data.

Shun Guo, Donghui Guo, Lifei Chen, Qingshan Jiang

Comput. Biol. Chem., 2017

Deep Analysis and Utilization of Malware's Social Relation Network for Its Detection.

Shifu Hou, Lingwei Chen, Yanfang Ye, Lifei Chen

Proceedings of the Web and Big Data, 2017

An Adversarial Machine Learning Model Against Android Malware Evasion Attacks.

Lingwei Chen, Shifu Hou, Yanfang Ye, Lifei Chen

Proceedings of the Web and Big Data, 2017

Smooth Representation Clustering Based on Kernelized Random Walks.

Liping Chen, Gongde Guo, Lifei Chen

Proceedings of the Web and Big Data, 2017

Sequential Representation of Clinical Data for Full-Fitting Survival Prediction.

Jianfei Zhang, Lifei Chen, Aurélien Bach, Josiane Courteau, Alain Vanasse, Shengrui Wang

Proceedings of the 31st International Conference on Advanced Information Networking and Applications Workshops, 2017

2016

Kernel-based linear classification on categorical data.

Lifei Chen, Yanfang Ye, Gongde Guo, Jianping Zhu

Soft Comput., 2016

An effective value swapping method for privacy preserving data publishing.

A. S. M. Touhidul Hasan, Qingshan Jiang, Jun Luo, Chengming Li, Lifei Chen

Secur. Commun. Networks, 2016

Soft subspace clustering of categorical data with probabilistic distance.

Lifei Chen, Shengrui Wang, Kaijun Wang, Jianping Zhu

Pattern Recognit., 2016

Robust adaptive finite-time synchronization of nonlinear resource management system.

Yong Wu, Yonghui Sun, Lifei Chen

Neurocomputing, 2016

Malicious sequential pattern mining for automatic malware detection.

Yujie Fan, Yanfang Ye, Lifei Chen

Expert Syst. Appl., 2016

Gene regulatory network inference using PLS-based methods.

Shun Guo, Qingshan Jiang, Lifei Chen, Donghui Guo

BMC Bioinform., 2016

Deep4MalDroid: A Deep Learning Framework for Android Malware Detection Based on Linux Kernel System Call Graphs.

Shifu Hou, Aaron Saas, Lifei Chen, Yanfang Ye

Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

DroidDelver: An Android Malware Detection System Using Deep Belief Network Based on API Call Blocks.

Shifu Hou, Aaron Saas, Yanfang Ye, Lifei Chen

Proceedings of the Web-Age Information Management, 2016

Clustering Categorical Sequences with Variable-Length Tuples Representation.

Liang Yuan, Zhiling Hong, Lifei Chen, Qiang Cai

Proceedings of the Knowledge Science, Engineering and Management, 2016

Predicting COPD Failure by Modeling Hazard in Longitudinal Clinical Data.

Jianfei Zhang, Shengrui Wang, Josiane Courteau, Lifei Chen, Aurélien Bach, Alain Vanasse

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

An Effective Model for Anonymizing Personal Location Trajectory.

A. S. M. Touhidul Hasan, Qingshan Jiang, Chengming Li, Lifei Chen

Proceedings of the 6th International Conference on Communication and Network Security, 2016

Survival Prediction by an Integrated Learning Criterion on Intermittently Varying Healthcare Data.

Jianfei Zhang, Lifei Chen, Alain Vanasse, Josiane Courteau, Shengrui Wang

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

规范化相似度的符号序列层次聚类 (Hierarchical Clustering of Categorical Sequences by Similarity Normalization).

Hao Zhang, Lifei Chen, Gongde Guo

计算机科学, 2015

Nearest neighbor classification of categorical data by attributes weighting.

Lifei Chen, Gongde Guo

Expert Syst. Appl., 2015

A probabilistic framework for optimizing projected clusters with categorical attributes.

Lifei Chen

Sci. China Inf. Sci., 2015

Cluster-oriented ensemble classifiers for intelligent malware detection.

Shifu Hou, Lifei Chen, Egemen Tas, Igor Demihovskiy, Yanfang Ye

Proceedings of the 9th IEEE International Conference on Semantic Computing, 2015

Subspace Clustering on Mobile Data for Discovering Circle of Friends.

Tao Wu, Yujie Fan, Zhiling Hong, Lifei Chen

Proceedings of the Knowledge Science, Engineering and Management, 2015

2014

EM-type method for measuring graph dissimilarity.

Lifei Chen

Int. J. Mach. Learn. Cybern., 2014

Centroid-Based Classification of Categorical Data.

Lifei Chen, Gongde Guo

Proceedings of the Web-Age Information Management - 15th International Conference, 2014

Kernel learning method for distance-based classification of categorical data.

Lifei Chen, Gongde Guo, Shengrui Wang, Xiangzeng Kong

Proceedings of the 14th UK Workshop on Computational Intelligence, 2014

2013

Optimal subspace classification method for complex data.

Nan Li, Gongde Guo, Lifei Chen, Si Chen

Int. J. Mach. Learn. Cybern., 2013

Projected-prototype based classifier for text categorization.

Jianfei Zhang, Lifei Chen, Gongde Guo

Knowl. Based Syst., 2013

Central Clustering of Categorical Data with Automated Feature Weighting.

Lifei Chen, Shengrui Wang

Proceedings of the IJCAI 2013, 2013

2012

Model-Based Method for Projective Clustering.

Lifei Chen, Qingshan Jiang, Shengrui Wang

IEEE Trans. Knowl. Data Eng., 2012

Soft subspace clustering with an improved feature weight self-adjustment mechanism.

Gongde Guo, Si Chen, Lifei Chen

Int. J. Mach. Learn. Cybern., 2012

Centroid-based clustering for graph datasets.

Lifei Chen, Shengrui Wang, Xuanhui Yan

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Automated feature weighting in naive bayes for high-dimensional data classification.

Lifei Chen, Shengrui Wang

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Nearest Neighbor Classification by Partially Fuzzy Clustering.

Lifei Chen, Gongde Guo, Shengrui Wang

Proceedings of the 26th International Conference on Advanced Information Networking and Applications Workshops, 2012

Semi-naive Bayesian Classification by Weighted Kernel Density Estimation.

Lifei Chen, Shengrui Wang

Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012

2011

Class-dependent projection based method for text categorization.

Lifei Chen, Gongde Guo, Kaijun Wang

Pattern Recognit. Lett., 2011

Geometric double-entity model for recognizing far-near relations of clusters.

Kaijun Wang, Xuanhui Yan, Lifei Chen

Sci. China Inf. Sci., 2011

2010

Using class-dependent projection for text categorization.

Lifei Chen, Gongde Guo

Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

A New Over-Sampling Method Based on Cluster Ensembles.

Si Chen, Gongde Guo, Lifei Chen

Proceedings of the 24th IEEE International Conference on Advanced Information Networking and Applications Workshops, 2010

2009

SBMDS: an interpretable string based malware detection system using SVM ensemble with bagging.

Yanfang Ye, Lifei Chen, Dingding Wang, Tao Li, Qingshan Jiang, Min Zhao

J. Comput. Virol., 2009

Validation indices for projective clustering.

Lifei Chen, Shanjun He, Qingshan Jiang

Frontiers Comput. Sci. China, 2009

An Initialization Method for Clustering High-Dimensional Data.

Luying Chen, Lifei Chen, Qingshan Jiang, Beizhan Wang, Liang Shi

Proceedings of the First International Workshop on Database Technology and Applications, 2009

A Robust Algorithm for Fuzzy Document Clustering.

Lifei Chen, Shengrui Wang, Qingshan Jiang

Proceedings of the 23rd International Conference on Advanced Information Networking and Applications, 2009

Semi-supervised Classification Based on Clustering Ensembles.

Si Chen, Gongde Guo, Lifei Chen

Proceedings of the Artificial Intelligence and Computational Intelligence, 2009

2008

An extended EM algorithm for subspace clustering.

Lifei Chen, Qingshan Jiang

Frontiers Comput. Sci. China, 2008

A Probability Model for Projective Clustering on High Dimensional Data.

Lifei Chen, Qingshan Jiang, Shengrui Wang

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Cluster validation for subspace clustering on high dimensional data.

Lifei Chen, Qingshan Jiang, Shengrui Wang

Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2008

A New Centroid-Based Classifier for Text Categorization.

Lifei Chen, Yanfang Ye, Qingshan Jiang

Proceedings of the 22nd International Conference on Advanced Information Networking and Applications, 2008

2007

Clustering Ensemble based on the K-NN Algorithm.

Fangfei Weng, Qingshan Jiang, Lifei Chen, Zhiling Hong

Proceedings of the 8th ACIS International Conference on Software Engineering, 2007