Lifei Chen - RankMe

103 papers A* 4A 2B 2C 4Misc 1Journal 61Unranked 29

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	L1/2-regularized nonnegative matrix factorization for HMM-based sequence representation learning. Expert Syst. Appl. Lingfang Cheng, Lifei Chen, Ping Zheng
2026	J	`jnl`	Toward Robust Nonlinear Subspace Clustering: A Kernel Learning Approach. IEEE Trans. Artif. Intell. Kunpeng Xu, Lifei Chen, Shengrui Wang
2026	J	`jnl`	Twin learning for domain agnostic time series analysis: A regime-switch approach. Pattern Recognit. Kunpeng Xu, Lifei Chen, Shengrui Wang
2025	J	`jnl`	A predictive machine learning force-field framework for liquid electrolyte development. Nat. Mac. Intell. Sheng Gong, Yumin Zhang, Zhenliang Mu, Zhichen Pu, Hongyi Wang, Xu Han, Zhiao Yu, Mengyi Chen, Tianze Zheng, Zhi Wang, Lifei Chen, Zhenze Yang, Xiaojie Wu, Shaochen Shi, Weihao Gao, Wen Yan, Liang Xiang
2025	J	`jnl`	CORAL: Concept Drift Representation Learning for Co-evolving Time-series. CoRR Kunpeng Xu, Lifei Chen, Shengrui Wang
2025	J	`jnl`	Experimental verification of lithium-ion battery prognostics based on an interacting multiple model particle filter. Trans. Inst. Meas. Control Shuai Wang, Wei Han, Lifei Chen, Xiaochen Zhang, Michael G. Pecht
2025	J	`jnl`	Narrowing the regional attention imbalance in medical image segmentation via feature decorrelation. Biomed. Signal Process. Control. Mucong Zhuang, Yulin Li, Liying Hu, Zhiling Hong, Lifei Chen
2025	J	`jnl`	Towards Robust Nonlinear Subspace Clustering: A Kernel Learning Approach. CoRR Kunpeng Xu, Lifei Chen, Shengrui Wang
2024	J	`jnl`	Are KAN Effective for Identifying and Tracking Concept Drift in Time Series? CoRR Kunpeng Xu, Lifei Chen, Shengrui Wang
2024	J	`jnl`	BAMBOO: a predictive and transferable machine learning force field framework for liquid electrolyte development. CoRR 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
2024	B	`conf`	Beyond Dropout: Robust Convolutional Neural Networks Based on Local Feature Masking. IJCNN Yunpeng Gong, Chuangliang Zhang, Yongjie Hou, Lifei Chen, Min Jiang
2024	J	`jnl`	Beyond Dropout: Robust Convolutional Neural Networks Based on Local Feature Masking. CoRR Yunpeng Gong, Chuangliang Zhang, Yongjie Hou, Lifei Chen, Min Jiang
2024	—	`conf`	DRNet: A Decision-Making Method for Autonomous Lane Changing with Deep Reinforcement Learning. Canadian AI Kunpeng Xu, Lifei Chen, Shengrui Wang
2024	J	`jnl`	Exploring Color Invariance through Image-Level Ensemble Learning. CoRR Yunpeng Gong, Jiaquan Li, Lifei Chen, Min Jiang
2024	—	`conf`	Kernel Representation Learning with Dynamic Regime Discovery for Time Series Forecasting. PAKDD (6) Kunpeng Xu, Lifei Chen, Jean-Marc Patenaude, Shengrui Wang
2024	J	`jnl`	Kolmogorov-Arnold Networks for Time Series: Bridging Predictive Power and Interpretability. CoRR Kunpeng Xu, Lifei Chen, Shengrui Wang
2024	A	`conf`	RHINE: A Regime-Switching Model with Nonlinear Representation for Discovering and Forecasting Regimes in Financial Markets. SDM Kunpeng Xu, Lifei Chen, Jean-Marc Patenaude, Shengrui Wang
2024	J	`jnl`	Switching Control for a Soft Rehabilitation Glove With Pneumatic Bellows Actuators. IEEE Robotics Autom. Lett. Haiyan Cheng, Lifei Chen, Bin Fang, Jinhua Zhang, Jun Hong
2024	J	`jnl`	Wormhole: Concept-Aware Deep Representation Learning for Co-Evolving Sequences. CoRR Kunpeng Xu, Lifei Chen, Shengrui Wang
2023	J	`jnl`	DRNet: A Decision-Making Method for Autonomous Lane Changingwith Deep Reinforcement Learning. CoRR Kunpeng Xu, Lifei Chen, Shengrui Wang
2023	—	`conf`	Modeling of Repeated Measures for Time-to-event Prediction. ADMA (1) Jianfei Zhang, Lifei Chen, Shengrui Wang
2023	J	`jnl`	SCNet: A spatial feature fused convolutional network for multi-channel EEG pathology detection. Biomed. Signal Process. Control. Tao Wu, Yujie Fan, Yunning Zhong, Xiu Cheng, Xiangzeng Kong, Lifei Chen
2023	—	`conf`	Toward Healthy Aging: Temporal Regression for Disability Prediction and Warning Decision-Making. DEXA (2) Jianfei Zhang, Lifei Chen, Shengrui Wang
2022	J	`jnl`	A Multi-view Kernel Clustering framework for Categorical sequences. Expert Syst. Appl. Kunpeng Xu, Lifei Chen, Shengrui Wang
2022	—	`conf`	Automatic diagnostics of EEG pathology via capsule network with multi-level feature fusion. BIBM Tao Wu, Yunning Zhong, Yujie Fan, Xiangzeng Kong, Lifei Chen
2022	—	`conf`	Data-driven Kernel Subspace Clustering with Local Manifold Preservation. ICDM (Workshops) Kunpeng Xu, Lifei Chen, Shengrui Wang
2022	J	`jnl`	Information fusion oriented heterogeneous social network for friend recommendation via community detection. Appl. Soft Comput. Mingqing Huang, Qingshan Jiang, Qiang Qu, Lifei Chen, Hui Chen
2022	J	`jnl`	Kernel-based data transformation model for nonlinear classification of symbolic data. Soft Comput. Xuanhui Yan, Lifei Chen, Gongde Guo
2022	J	`jnl`	Nonnegative matrix factorization with combined kernels for small data representation. Expert Syst. Appl. Liying Hu, Xian Chen, Gongde Guo, Lifei Chen
2022	—	`conf`	Person Re-identification Method Based on Color Attack and Joint Defence. CVPR Workshops Yunpeng Gong, Liqing Huang, Lifei Chen
2022	J	`jnl`	Symbolic sequence representation with Markovian state optimization. Pattern Recognit. Lifei Chen, Haiyan Wu, Wenxuan Kang, Shengrui Wang
2021	J	`jnl`	Dynamic order Markov model for categorical sequence clustering. J. Big Data Rongbo Chen, Haojun Sun, Lifei Chen, Jianfei Zhang, Shengrui Wang
2021	J	`jnl`	Risk Factors of Tumor Patients with Peripherally Inserted Central Catheter Related Thrombosis and Nursing Intervention Analysis Mediated by Algorithm-Based Ultrasound Images. Sci. Program. Lifei Chen, Yingying Hu
2021	J	`jnl`	Robust Person Re-identification with Multi-Modal Joint Defence. CoRR Yunpeng Gong, Lifei Chen
2021	J	`jnl`	Valuation and investment strategies of carbon capture and storage technology under uncertainties in technology, policy and market. J. Oper. Res. Soc. Chao Huang, Lifei Chen, Pandu R. Tadikamalla, Mikhail Gordon
2020	C	`conf`	A Real-time Temperature Anomaly Detection Method for IoT Data. IoTBDS Wei Liu, Hongyi Jiang, Dandan Che, Lifei Chen, Qingshan Jiang
2020	J	`jnl`	EEG Signal Reconstruction Using a Generative Adversarial Network With Wasserstein Distance and Temporal-Spatial-Frequency Loss. Frontiers Neuroinformatics Tian-jian Luo, Yachao Fan, Lifei Chen, Gongde Guo, Changle Zhou
2020	J	`jnl`	Linguistic q-rung orthopair fuzzy sets and their interactional partitioned Heronian mean aggregation operators. Int. J. Intell. Syst. Mingwei Lin, Xinmei Li, Lifei Chen
2020	J	`jnl`	PFBNet: a priori-fused boosting method for gene regulatory network inference. BMC Bioinform. Dandan Che, Shun Guo, Qingshan Jiang, Lifei Chen
2020	J	`jnl`	Survival neural networks for time-to-event prediction in longitudinal study. Knowl. Inf. Syst. Jianfei Zhang, Lifei Chen, Yanfang Ye, Gongde Guo, Rongbo Chen, Alain Vanasse, Shengrui Wang
2019	J	`jnl`	Feature-weighted survival learning machine for COPD failure prediction. Artif. Intell. Medicine Jianfei Zhang, Shengrui Wang, Josiane Courteau, Lifei Chen, Gongde Guo, Alain Vanasse
2019	—	`conf`	Time-Dependent Survival Neural Network for Remaining Useful Life Prediction. PAKDD (1) Jianfei Zhang, Shengrui Wang, Lifei Chen, Gongde Guo, Rongbo Chen, Alain Vanasse
2019	J	`jnl`	Two-stage pruning method for gram-based categorical sequence clustering. Int. J. Mach. Learn. Cybern. Liang Yuan, Wenjian Wang, Lifei Chen
2018	—	`conf`	A Self-representation Model for Robust Clustering of Categorical Sequences. APWeb/WAIM Workshops Kunpeng Xu, Lifei Chen, Shengrui Wang, Beizhan Wang
2018	J	`jnl`	An Effective Privacy Architecture to Preserve User Trajectories in Reward-Based LBS Applications. ISPRS Int. J. Geo Inf. A. S. M. Touhidul Hasan, Qiang Qu, Chengming Li, Lifei Chen, Qingshan Jiang
2018	J	`jnl`	Center-based clustering of categorical data using kernel smoothing methods. Frontiers Comput. Sci. Xuanhui Yan, Lifei Chen, Gongde Guo
2018	J	`jnl`	KVLMM: A Trajectory Prediction Method Based on a Variable-Order Markov Model With Kernel Smoothing. IEEE Access Xing Wang, Xinhua Jiang, Lifei Chen, Yi Wu
2018	—	`conf`	Large Scale UAVs Collaborative Formation Simulation Based on Starlings' Flight Mechanism. APWeb/WAIM Workshops Rong Xie, Cunfeng Gu, Li Liu, Lifei Chen, Linyu Zhang
2018	J	`jnl`	OPRCP: approximate nearest neighbor binary search algorithm for hybrid data over WMSN blockchain. EURASIP J. Wirel. Commun. Netw. Huakun Liu, Xin Wei, Ruliang Xiao, Lifei Chen, Xin Du, Shi Zhang
2018	J	`jnl`	SOMDNCD: Image Change Detection Based on Self-Organizing Maps and Deep Neural Networks. IEEE Access Ruliang Xiao, Runxi Cui, Mingwei Lin, Lifei Chen, Youcong Ni, Xinhong Lin
2018	—	`conf`	Sequence-As-Feature Representation for Subspace Classification of Multivariate Time Series. APWeb/WAIM Workshops Liang Yuan, Lifei Chen, Rong Xie, Huihuang Hsu
2018	J	`jnl`	Speech emotion recognition of Chinese elderly people. Web Intell. Kunxia Wang, ZongBao Zhu, Jian Zhang, Lifei Chen
2017	J	`jnl`	A L1-regularized feature selection method for local dimension reduction on microarray data. Comput. Biol. Chem. Shun Guo, Donghui Guo, Lifei Chen, Qingshan Jiang
2017	—	`conf`	An Adversarial Machine Learning Model Against Android Malware Evasion Attacks. APWeb/WAIM Workshops Lingwei Chen, Shifu Hou, Yanfang Ye, Lifei Chen
2017	J	`jnl`	Cluster Validation Method for Determining the Number of Clusters in Categorical Sequences. IEEE Trans. Neural Networks Learn. Syst. Gongde Guo, Lifei Chen, Yanfang Ye, Qingshan Jiang
2017	—	`conf`	Deep Analysis and Utilization of Malware's Social Relation Network for Its Detection. APWeb/WAIM Workshops Shifu Hou, Lingwei Chen, Yanfang Ye, Lifei Chen
2017	J	`jnl`	Multiple Bayesian discriminant functions for high-dimensional massive data classification. Data Min. Knowl. Discov. Jianfei Zhang, Shengrui Wang, Lifei Chen, Patrick Gallinari
2017	—	`conf`	Sequential Representation of Clinical Data for Full-Fitting Survival Prediction. AINA Workshops Jianfei Zhang, Lifei Chen, Aurélien Bach, Josiane Courteau, Alain Vanasse, Shengrui Wang
2017	—	`conf`	Smooth Representation Clustering Based on Kernelized Random Walks. APWeb/WAIM Workshops Liping Chen, Gongde Guo, Lifei Chen
2017	J	`jnl`	Two-stage ELM for phishing Web pages detection using hybrid features. World Wide Web Wei Zhang, Qingshan Jiang, Lifei Chen, Chengming Li
2016	—	`conf`	An Effective Model for Anonymizing Personal Location Trajectory. ICCNS A. S. M. Touhidul Hasan, Qingshan Jiang, Chengming Li, Lifei Chen
2016	J	`jnl`	An effective value swapping method for privacy preserving data publishing. Secur. Commun. Networks A. S. M. Touhidul Hasan, Qingshan Jiang, Jun Luo, Chengming Li, Lifei Chen
2016	C	`conf`	Clustering Categorical Sequences with Variable-Length Tuples Representation. KSEM Liang Yuan, Zhiling Hong, Lifei Chen, Qiang Cai
2016	—	`conf`	Deep4MalDroid: A Deep Learning Framework for Android Malware Detection Based on Linux Kernel System Call Graphs. WI Workshops Shifu Hou, Aaron Saas, Lifei Chen, Yanfang Ye
2016	—	`conf`	DroidDelver: An Android Malware Detection System Using Deep Belief Network Based on API Call Blocks. WAIM Workshops Shifu Hou, Aaron Saas, Yanfang Ye, Lifei Chen
2016	J	`jnl`	Gene regulatory network inference using PLS-based methods. BMC Bioinform. Shun Guo, Qingshan Jiang, Lifei Chen, Donghui Guo
2016	J	`jnl`	Kernel-based linear classification on categorical data. Soft Comput. Lifei Chen, Yanfang Ye, Gongde Guo, Jianping Zhu
2016	J	`jnl`	Malicious sequential pattern mining for automatic malware detection. Expert Syst. Appl. Yujie Fan, Yanfang Ye, Lifei Chen
2016	A*	`conf`	Predicting COPD Failure by Modeling Hazard in Longitudinal Clinical Data. ICDM Jianfei Zhang, Shengrui Wang, Josiane Courteau, Lifei Chen, Aurélien Bach, Alain Vanasse
2016	J	`jnl`	Robust adaptive finite-time synchronization of nonlinear resource management system. Neurocomputing Yong Wu, Yonghui Sun, Lifei Chen
2016	J	`jnl`	Soft subspace clustering of categorical data with probabilistic distance. Pattern Recognit. Lifei Chen, Shengrui Wang, Kaijun Wang, Jianping Zhu
2016	A*	`conf`	Survival Prediction by an Integrated Learning Criterion on Intermittently Varying Healthcare Data. AAAI Jianfei Zhang, Lifei Chen, Alain Vanasse, Josiane Courteau, Shengrui Wang
2015	J	`jnl`	A probabilistic framework for optimizing projected clusters with categorical attributes. Sci. China Inf. Sci. Lifei Chen
2015	—	`conf`	Cluster-oriented ensemble classifiers for intelligent malware detection. ICSC Shifu Hou, Lifei Chen, Egemen Tas, Igor Demihovskiy, Yanfang Ye
2015	J	`jnl`	Nearest neighbor classification of categorical data by attributes weighting. Expert Syst. Appl. Lifei Chen, Gongde Guo
2015	C	`conf`	Subspace Clustering on Mobile Data for Discovering Circle of Friends. KSEM Tao Wu, Yujie Fan, Zhiling Hong, Lifei Chen
2015	J	`jnl`	规范化相似度的符号序列层次聚类 (Hierarchical Clustering of Categorical Sequences by Similarity Normalization). 计算机科学 Hao Zhang, Lifei Chen, Gongde Guo
2014	—	`conf`	Centroid-Based Classification of Categorical Data. WAIM Lifei Chen, Gongde Guo
2014	J	`jnl`	EM-type method for measuring graph dissimilarity. Int. J. Mach. Learn. Cybern. Lifei Chen
2014	—	`conf`	Kernel learning method for distance-based classification of categorical data. UKCI Lifei Chen, Gongde Guo, Shengrui Wang, Xiangzeng Kong
2013	A*	`conf`	Central Clustering of Categorical Data with Automated Feature Weighting. IJCAI Lifei Chen, Shengrui Wang
2013	J	`jnl`	Optimal subspace classification method for complex data. Int. J. Mach. Learn. Cybern. Nan Li, Gongde Guo, Lifei Chen, Si Chen
2013	J	`jnl`	Projected-prototype based classifier for text categorization. Knowl. Based Syst. Jianfei Zhang, Lifei Chen, Gongde Guo
2012	A	`conf`	Automated feature weighting in naive bayes for high-dimensional data classification. CIKM Lifei Chen, Shengrui Wang
2012	B	`conf`	Centroid-based clustering for graph datasets. ICPR Lifei Chen, Shengrui Wang, Xuanhui Yan
2012	J	`jnl`	Model-Based Method for Projective Clustering. IEEE Trans. Knowl. Data Eng. Lifei Chen, Qingshan Jiang, Shengrui Wang
2012	—	`conf`	Nearest Neighbor Classification by Partially Fuzzy Clustering. AINA Workshops Lifei Chen, Gongde Guo, Shengrui Wang
2012	C	`conf`	Semi-naive Bayesian Classification by Weighted Kernel Density Estimation. ADMA Lifei Chen, Shengrui Wang
2012	J	`jnl`	Soft subspace clustering with an improved feature weight self-adjustment mechanism. Int. J. Mach. Learn. Cybern. Gongde Guo, Si Chen, Lifei Chen
2011	J	`jnl`	Class-dependent projection based method for text categorization. Pattern Recognit. Lett. Lifei Chen, Gongde Guo, Kaijun Wang
2011	J	`jnl`	Geometric double-entity model for recognizing far-near relations of clusters. Sci. China Inf. Sci. Kaijun Wang, Xuanhui Yan, Lifei Chen
2010	—	`conf`	A New Over-Sampling Method Based on Cluster Ensembles. AINA Workshops Si Chen, Gongde Guo, Lifei Chen
2010	Misc	`conf`	Using class-dependent projection for text categorization. ICMLC Lifei Chen, Gongde Guo
2009	—	`conf`	A Robust Algorithm for Fuzzy Document Clustering. AINA Workshops Lifei Chen, Shengrui Wang, Qingshan Jiang
2009	—	`conf`	An Initialization Method for Clustering High-Dimensional Data. DBTA Luying Chen, Lifei Chen, Qingshan Jiang, Beizhan Wang, Liang Shi
2009	J	`jnl`	SBMDS: an interpretable string based malware detection system using SVM ensemble with bagging. J. Comput. Virol. Yanfang Ye, Lifei Chen, Dingding Wang, Tao Li, Qingshan Jiang, Min Zhao
2009	—	`conf`	Semi-supervised Classification Based on Clustering Ensembles. AICI Si Chen, Gongde Guo, Lifei Chen
2009	J	`jnl`	Validation indices for projective clustering. Frontiers Comput. Sci. China Lifei Chen, Shanjun He, Qingshan Jiang
2008	—	`conf`	A New Centroid-Based Classifier for Text Categorization. AINA Workshops Lifei Chen, Yanfang Ye, Qingshan Jiang
2008	A*	`conf`	A Probability Model for Projective Clustering on High Dimensional Data. ICDM Lifei Chen, Qingshan Jiang, Shengrui Wang
2008	J	`jnl`	An extended EM algorithm for subspace clustering. Frontiers Comput. Sci. China Lifei Chen, Qingshan Jiang
2008	—	`conf`	Cluster validation for subspace clustering on high dimensional data. APCCAS Lifei Chen, Qingshan Jiang, Shengrui Wang
2007	—	`conf`	Clustering Ensemble based on the K-NN Algorithm. SNPD (3) Fangfei Weng, Qingshan Jiang, Lifei Chen, Zhiling Hong