Lifei Chen

According to our database1, Lifei Chen authored at least 56 papers between 2007 and 2018.

Collaborative distances:



In proceedings 
PhD thesis 




Speech emotion recognition of Chinese elderly people.
Web Intelligence, 2018

An Effective Privacy Architecture to Preserve User Trajectories in Reward-Based LBS Applications.
ISPRS Int. J. Geo-Information, 2018

Center-based clustering of categorical data using kernel smoothing methods.
Frontiers Comput. Sci., 2018

KVLMM: A Trajectory Prediction Method Based on a Variable-Order Markov Model With Kernel Smoothing.
IEEE Access, 2018

Sequence-As-Feature Representation for Subspace Classification of Multivariate Time Series.
Proceedings of the Web and Big Data, 2018

A Self-representation Model for Robust Clustering of Categorical Sequences.
Proceedings of the Web and Big Data, 2018

Large Scale UAVs Collaborative Formation Simulation Based on Starlings' Flight Mechanism.
Proceedings of the Web and Big Data, 2018

Two-stage ELM for phishing Web pages detection using hybrid features.
World Wide Web, 2017

Cluster Validation Method for Determining the Number of Clusters in Categorical Sequences.
IEEE Trans. Neural Netw. Learning Syst., 2017

Multiple Bayesian discriminant functions for high-dimensional massive data classification.
Data Min. Knowl. Discov., 2017

A L1-regularized feature selection method for local dimension reduction on microarray data.
Computational Biology and Chemistry, 2017

Deep Analysis and Utilization of Malware's Social Relation Network for Its Detection.
Proceedings of the Web and Big Data, 2017

An Adversarial Machine Learning Model Against Android Malware Evasion Attacks.
Proceedings of the Web and Big Data, 2017

Smooth Representation Clustering Based on Kernelized Random Walks.
Proceedings of the Web and Big Data, 2017

Sequential Representation of Clinical Data for Full-Fitting Survival Prediction.
Proceedings of the 31st International Conference on Advanced Information Networking and Applications Workshops, 2017

Kernel-based linear classification on categorical data.
Soft Comput., 2016

An effective value swapping method for privacy preserving data publishing.
Security and Communication Networks, 2016

Soft subspace clustering of categorical data with probabilistic distance.
Pattern Recognition, 2016

Robust adaptive finite-time synchronization of nonlinear resource management system.
Neurocomputing, 2016

Malicious sequential pattern mining for automatic malware detection.
Expert Syst. Appl., 2016

Gene regulatory network inference using PLS-based methods.
BMC Bioinformatics, 2016

Deep4MalDroid: A Deep Learning Framework for Android Malware Detection Based on Linux Kernel System Call Graphs.
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.
Proceedings of the Web-Age Information Management, 2016

Clustering Categorical Sequences with Variable-Length Tuples Representation.
Proceedings of the Knowledge Science, Engineering and Management, 2016

Predicting COPD Failure by Modeling Hazard in Longitudinal Clinical Data.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Survival Prediction by an Integrated Learning Criterion on Intermittently Varying Healthcare Data.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Nearest neighbor classification of categorical data by attributes weighting.
Expert Syst. Appl., 2015

A probabilistic framework for optimizing projected clusters with categorical attributes.
SCIENCE CHINA Information Sciences, 2015

Cluster-oriented ensemble classifiers for intelligent malware detection.
Proceedings of the 9th IEEE International Conference on Semantic Computing, 2015

Subspace Clustering on Mobile Data for Discovering Circle of Friends.
Proceedings of the Knowledge Science, Engineering and Management, 2015

EM-type method for measuring graph dissimilarity.
Int. J. Machine Learning & Cybernetics, 2014

Centroid-Based Classification of Categorical Data.
Proceedings of the Web-Age Information Management - 15th International Conference, 2014

Kernel learning method for distance-based classification of categorical data.
Proceedings of the 14th UK Workshop on Computational Intelligence, 2014

Optimal subspace classification method for complex data.
Int. J. Machine Learning & Cybernetics, 2013

Projected-prototype based classifier for text categorization.
Knowl.-Based Syst., 2013

Central Clustering of Categorical Data with Automated Feature Weighting.
Proceedings of the IJCAI 2013, 2013

Model-Based Method for Projective Clustering.
IEEE Trans. Knowl. Data Eng., 2012

Soft subspace clustering with an improved feature weight self-adjustment mechanism.
Int. J. Machine Learning & Cybernetics, 2012

Centroid-based clustering for graph datasets.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Automated feature weighting in naive bayes for high-dimensional data classification.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Nearest Neighbor Classification by Partially Fuzzy Clustering.
Proceedings of the 26th International Conference on Advanced Information Networking and Applications Workshops, 2012

Semi-naive Bayesian Classification by Weighted Kernel Density Estimation.
Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012

Class-dependent projection based method for text categorization.
Pattern Recognition Letters, 2011

Geometric double-entity model for recognizing far-near relations of clusters.
SCIENCE CHINA Information Sciences, 2011

Using class-dependent projection for text categorization.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

A New Over-Sampling Method Based on Cluster Ensembles.
Proceedings of the 24th IEEE International Conference on Advanced Information Networking and Applications Workshops, 2010

SBMDS: an interpretable string based malware detection system using SVM ensemble with bagging.
Journal in Computer Virology, 2009

Validation indices for projective clustering.
Frontiers Comput. Sci. China, 2009

An Initialization Method for Clustering High-Dimensional Data.
Proceedings of the First International Workshop on Database Technology and Applications, 2009

A Robust Algorithm for Fuzzy Document Clustering.
Proceedings of the 23rd International Conference on Advanced Information Networking and Applications, 2009

Semi-supervised Classification Based on Clustering Ensembles.
Proceedings of the Artificial Intelligence and Computational Intelligence, 2009

An extended EM algorithm for subspace clustering.
Frontiers Comput. Sci. China, 2008

A Probability Model for Projective Clustering on High Dimensional Data.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Cluster validation for subspace clustering on high dimensional data.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2008

A New Centroid-Based Classifier for Text Categorization.
Proceedings of the 22nd International Conference on Advanced Information Networking and Applications, 2008

Clustering Ensemble based on the K-NN Algorithm.
Proceedings of the 8th ACIS International Conference on Software Engineering, 2007