Shengkun Xie

40 papers B 4C 6Misc 3Journal 13Unranked 14
YearRankTypeTitle / Venue / Authors
2025 B conf
A Comparative Study of Non-Linear Modelling Capabilities of T-S Fuzzy Models and Back-Propagation Neural Networks.
DSAA
Linxiang Li, Kainan Liu, Xiaojun Ban, Shengkun Xie
2025 — conf
EM Based Fuzzy Reinforcement Learning Control for Linear Systems with Input Saturation.
FUZZ
Kainan Liu, Linxiang Li, Xiaojun Ban, Shengkun Xie
2025 J jnl
Fuzzy Lyapunov-Based Gain-Scheduled Control for Mars Entry Vehicles: A Computational Framework for Robust Non-Linear Trajectory Stabilization.
Comput.
Hongyang Zhang, Na Min, Shengkun Xie
2024 Misc conf
A Novel K-Means Clustering under Bi-Partition of Feature Set.
ICISS
Francis Kwaku Combert, Shengkun Xie, Anna T. Lawniczak
2024 C conf
Spatial and Spatio-Temporal Modelling of Auto Insurance Claim Frequencies During Pre-and Post-COVID-19 Pandemic.
DATA
Jin Zhang, Shengkun Xie, Anna T. Lawniczak, Clare Chua-Chow
2023 C conf
Exploring Functional Patterns of Driving Records by Interacting with Major Classes and Territory Using Generalized Additive Models.
DATA
Shengkun Xie, Anna T. Lawniczak, Clare Chua-Chow
2023 Misc conf
Handling Data Imbalance In Linear Modelling of Fatality Rate of Auto Collision.
ICISS
Shengkun Xie, Jin Zhang, Anna T. Lawniczak
2023 J jnl
Modelling auto insurance Size-of-Loss distributions using Exponentiated Weibull distribution and de-grouping methods.
Expert Syst. Appl.
Shengkun Xie
2023 J jnl
TOPSIS-based comprehensive measure of variable importance in predictive modelling.
Expert Syst. Appl.
Shengkun Xie, Jin Zhang
2022 — conf
A Novel Variable Selection Approach Based on Multi-criteria Decision Analysis.
IPMU (2)
Shengkun Xie, Jin Zhang
2022 J jnl
Feature extraction of auto insurance size of loss data using functional principal component analysis.
Expert Syst. Appl.
Shengkun Xie
2022 B conf
Fuzzy Clustering and Non-negative Sparse Matrix Approximation on Estimating Territory Risk Relativities.
FUZZ-IEEE
Shengkun Xie, Chong Gan
2022 J jnl
Optimal number of clusters in explainable data analysis of agent-based simulation experiments.
J. Comput. Sci.
Shengkun Xie, Anna T. Lawniczak, Chong Gan
2021 C conf
Estimating Territory Risk Relativity for Auto Insurance Rate Regulation using Generalized Linear Mixed Models.
DATA
Shengkun Xie, Chong Gan, Clare Chua-Chow
2021 J jnl
Wavelet Power Spectral Domain Functional Principal Component Analysis for Feature Extraction of Epileptic EEGs.
Comput.
Shengkun Xie
2020 C conf
Improving Statistical Reporting Data Explainability via Principal Component Analysis.
DATA
Shengkun Xie, Clare Chua-Chow
2020 J jnl
Modelling Autonomous Agents' Decisions in Learning to Cross a Cellular Automaton-Based Highway via Artificial Neural Networks.
Comput.
Shengkun Xie, Anna T. Lawniczak, Junlin Hao
2019 C conf
Feature Extraction of Epileptic EEG in Spectral Domain via Functional Data Analysis.
ICPRAM
Shengkun Xie, Anna T. Lawniczak
2019 — conf
Feature Extraction of Epileptic EEG using Wavelet Power Spectra and Functional PCA.
EMBC
Shengkun Xie, Sridhar Krishnan
2019 — conf
Fourier Spectral Domain Functional Principal Component Analysis of EEG Signals.
ICPRAM (Revised Selected Papers)
Shengkun Xie, Anna T. Lawniczak
2019 — conf
Improving Data Explainability in Analysis of Designed Computer Simulation Experiments.
SSCI
Shengkun Xie, Anna T. Lawniczak, Junlin Hao, Chong Gan
2019 J jnl
Modeling and Analysis of Autonomous Agents' Decisions in Learning to Cross a Cellular Automaton-Based Highway.
Comput.
Shengkun Xie, Anna T. Lawniczak, Chong Gan
2017 C conf
Spatially Constrained Clustering to Define Geographical Rating Territories.
ICPRAM
Shengkun Xie, Anna T. Lawniczak, Zizhen Wang
2016 — conf
Effects of Agents' Fear, Desire and Knowledge on Their Success When Crossing a CA Based Highway.
ACRI
Anna T. Lawniczak, Leslie Ly, Shengkun Xie, Fei Yu
2016 B conf
Effects of model parameter interactions on Naïve creatures' success of learning to cross a highway.
CEC
Anna T. Lawniczak, Leslie Ly, Fei Yu, Shengkun Xie
2015 — conf
Learning Dictionary Via Wavelet Sparse Principal Component Analysis.
ICPRAM (1)
Shengkun Xie, Anna T. Lawniczak, Sridhar Krishnan
2013 — conf
Noise Effects on Spatial Pattern Data Classification Using Wavelet Kernel PCA - A Monte Carlo Simulation Study.
ISNN (1)
Shengkun Xie, Anna T. Lawniczak, Sridhar Krishnan
2013 J jnl
Wavelet-based sparse functional linear model with applications to EEGs seizure detection and epilepsy diagnosis.
Medical Biol. Eng. Comput.
Shengkun Xie, Sridhar Krishnan
2012 — conf
Analysis of communication network surveillance using functional ANOVA model with unequal variances.
CISDA
Shengkun Xie, Sridhar Krishnan, Anna T. Lawniczak
2012 — conf
Learning sparse dictionary for long-term biomedical signal classification and clustering.
ISSPA
Shengkun Xie, Sridhar Krishnan
2012 J jnl
Signal feature extraction by multi-scale PCA and its application to respiratory sound classification.
Medical Biol. Eng. Comput.
Shengkun Xie, Feng Jin, Sridhar Krishnan, Farook Sattar
2012 B conf
Sparse principal component extraction and classification of long-term biomedical signals.
CBMS
Shengkun Xie, Sridhar Krishnan, Anna T. Lawniczak
2012 J jnl
Time-Frequency Analysis via Ramanujan Sums.
IEEE Signal Process. Lett.
Lakshmi Sugavaneswaran, Shengkun Xie, Karthikeyan Umapathy, Sridhar Krishnan
2011 — conf
Detection of stationary network load increase using univariate network aggregate traffic data by dynamic PCA.
CISDA
Shengkun Xie, Anna T. Lawniczak
2011 J jnl
Signal classification via multi-scale PCA and empirical classification methods.
Int. J. Mechatronics Autom.
Shengkun Xie, Sridhar Krishnan
2011 — conf
Sparse approximation of long-term biomedical signals for classification via dynamic PCA.
EMBC
Shengkun Xie, Feng Jin, Sridhar Krishnan
2010 J jnl
Impact of source load and routing on QoS of packets delivery.
J. Comput. Sci.
Anna T. Lawniczak, Shengkun Xie
2010 Misc conf
Number of packets in transit as a function of source load and routing.
ICCS
Anna T. Lawniczak, Shengkun Xie
2009 — conf
A Case Study of ICA with Multi-scale PCA of Simulated Traffic Data.
ICANN (2)
Shengkun Xie, Pietro Liò, Anna T. Lawniczak
2007 — conf
Wavelet-Domain Statistics of Packet Switching Networks Near Traffic Congestion.
BIOWIRE
Pietro Liò, Anna T. Lawniczak, Shengkun Xie, Jiaying Xu