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Research Output 2002 2020

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Article
2019

Data-driven two-layer visual dictionary structure learning

Yu, X., Yu, Z., Wu, L., Pang, W. & Lin, C., 8 Mar 2019, In : Journal of Electronic Imaging. 28, 2, 023006.

Research output: Contribution to journalArticle

Glossaries

Explosion gravitation field algorithm with dust sampling for unconstrained optimization

Hu, X., Huang, L., Wang, Y. & Pang, W., 31 Aug 2019, In : Applied Soft Computing. 81, 105500.

Research output: Contribution to journalArticle

Explosions
Dust
Gravitation
Sampling
Astronomy

FREDPC: A Feasible Residual Error-Based Density Peak Clustering Algorithm With the Fragment Merging Strategy

Parmar, M. D., Pang, W., Hao, D., Jang, J., Liupu, W. & Zhou, Y., 3 Jul 2019, In : IEEE Access. 7, p. 89789-89804 16 p.

Research output: Contribution to journalArticle

Open Access
File
Merging
Clustering algorithms
Specifications
Experiments

LatinPSO: An algorithm for simultaneously inferring structure and parameters of ordinary differential equations models

Tian, X., Pang, W., Wang, Y., Guo, K. & Zhou, Y., Aug 2019, In : BioSystems. 182, p. 8-16 9 p.

Research output: Contribution to journalArticle

Ordinary differential equations
Ordinary differential equation
HIV
Latin Hypercube Sampling
Identification Problem

Towards machine learning approaches for predicting the self-healing efficiency of materials

Wang, W., Moreau, N. G., Yuan, Y., Race, P. R. & Pang, W., Oct 2019, In : Computational Materials Science. 168, p. 180-187 8 p.

Research output: Contribution to journalArticle

Open Access
File
machine learning
Self-healing materials
healing
Learning systems
Machine Learning
2018
5 Downloads (Pure)

A General Framework for Accelerating Swarm Intelligence Algorithms on FPGAs, GPUs and Multi-core CPUs

Li, D., Huang, L., Wang, K., Pang, W., Zhou, Y. & Zhang, R., 2018, In : IEEE Access. 6, p. 72327 - 72344 19 p.

Research output: Contribution to journalArticle

Open Access
File
Program processors
Field programmable gate arrays (FPGA)
Hardware
Throughput
Swarm intelligence
4 Citations (Scopus)
6 Downloads (Pure)

An Evolutionary Computation Based Feature Selection Method for Intrusion Detection

Xue, Y., Jia, W., Zhao, X. & Pang, W., 9 Oct 2018, In : Security and Communication Networks. 2018, 2492956.

Research output: Contribution to journalArticle

Open Access
File
Intrusion detection
Evolutionary algorithms
Feature extraction
Wireless sensor networks
Network security
2 Citations (Scopus)
8 Downloads (Pure)

An improved EMD-based dissimilarity Metric for Unsupervised Linear Subspace Learning

Yu, X., Yu, Z., Pang, W., Li, M. & Wu, L., 18 Feb 2018, In : Complexity. 2018, 24 p., 8917393.

Research output: Contribution to journalArticle

Open Access
File
Earth (planet)
Feature extraction
Experiments
2 Citations (Scopus)

A Self-adaptive Artificial Bee Colony Algorithm with Symmetry Initialization

Xue, Y., Jiang, J., Ma, T., Liu, J., Geng, H. & Pang, W., 2018, In : Journal of Internet Technology. 19, 5, p. 1347-1362 16 p.

Research output: Contribution to journalArticle

Open Access
File
Evolutionary algorithms
3 Citations (Scopus)
4 Downloads (Pure)

A Self-adaptive Fireworks Algorithm for Classification Problems

Xue, Y., Zhao, B., Ma, T. & Pang, W., 2018, In : IEEE Access. 6, p. 44406-44416 11 p.

Research output: Contribution to journalArticle

Open Access
File
Adaptive algorithms
Global optimization
Linear equations
Evolutionary algorithms
Particle swarm optimization (PSO)
2 Citations (Scopus)
6 Downloads (Pure)

Density propagation based adaptive multi-density clustering algorithm

Wang, Y., Pang, W. & Zhou, Y., 18 Jul 2018, In : PloS ONE. 13, 7, p. 1-13 13 p., e0198948.

Research output: Contribution to journalArticle

Open Access
File
Clustering algorithms
Cluster Analysis
Experiments
spatial data
cohesion
2016
9 Citations (Scopus)
6 Downloads (Pure)

A link density clustering algorithm based on automatically selecting density peaks for overlapping community detection

Huang, L., Wang, G., Wang, Y., Pang, W. & Ma, Q., 30 Sep 2016, In : International Journal of Modern Physics B. 30, 24, 15 p., 1650167.

Research output: Contribution to journalArticle

Open Access
File
modularity
boxes
plots
1 Citation (Scopus)

Link community detection based on line graphs with a novel link similarity measure

Wang, G., Huang, L., Wang, Y., Pang, W. & Ma, Q., 10 Mar 2016, In : International Journal of Modern Physics B. 30, 6, 18 p., 1650023.

Research output: Contribution to journalArticle

modularity
partitions
7 Downloads (Pure)
Open Access
File
social science
social scientist
social media
computer scientist
personal data
2015
6 Citations (Scopus)

An initialization method for clustering mixed numeric and categorical data based on the density and distance

Ji, J., Pang, W., Zheng, Y., Wang, Z. & Ma, Z., Nov 2015, In : International Journal of Pattern Recognition and Artificial Intelligence. 29, 7, 16 p., 1550024.

Research output: Contribution to journalArticle

Clustering algorithms
Experiments
2 Citations (Scopus)
4 Downloads (Pure)
Open Access
File
Simulated annealing
Learning
Systems Biology
Computational Biology
Research
7 Citations (Scopus)
6 Downloads (Pure)

An integrative top-down and bottom-up qualitative model construction framework for exploration of biochemical systems

Wu, Z., Pang, W. & Coghill, G. M., Sep 2015, In : Soft Computing. 19, 6, p. 1595-1610 16 p.

Research output: Contribution to journalArticle

Open Access
File
Bottom-up
Modeling
Model
Evolution Strategies
Computational Modeling
15 Citations (Scopus)
5 Downloads (Pure)

A novel artificial bee colony based clustering algorithm for categorical data

Ji, J., Pang, W., Zheng, Y., Wang, Z. & Ma, Z., 20 May 2015, In : PloS ONE. 10, 5, 17 p., e0127125.

Research output: Contribution to journalArticle

Open Access
File
Bees
Clustering algorithms
Cluster Analysis
Apoidea
batch systems
8 Citations (Scopus)

A novel cluster center initialization method for the k-prototypes algorithms using centrality and distance

Ji, J., Pang, W., Zheng, Y., Wang, Z., Ma, Z. & Zhang, L., 2015, In : Applied Mathematics & Information Sciences. 9, 6, p. 2933-2942 10 p.

Research output: Contribution to journalArticle

Centrality
Initialization
Prototype
Nominal or categorical data
Numerics
1 Citation (Scopus)
4 Downloads (Pure)

A novel object tracking algorithm based on compressed sensing and entropy of information

Ma, D., Yu, J., Yu, Z. & Pang, W., 2015, In : Mathematical Problems in Engineering. 2015, 18 p., 628101.

Research output: Contribution to journalArticle

Open Access
File
Compressed sensing
Compressed Sensing
Object Tracking
Entropy
Information Entropy
7 Citations (Scopus)

Essential Protein Identification Based on Essential Protein: Protein Interaction Prediction by Integrated Edge Weights

Jiang, Y., Wang, Y., Pang, W., Chen, L., Sun, H., Liang, Y. & Blanzieri, E., 15 Jul 2015, In : Methods. 83, p. 51-62 12 p.

Research output: Contribution to journalArticle

Weights and Measures
Proteins
Specific Gravity
Caenorhabditis elegans
Computational methods
5 Citations (Scopus)
5 Downloads (Pure)

QML-AiNet: an immune network approach to learning qualitative differential equation models

Pang, W. & Coghill, G. M., Feb 2015, In : Applied Soft Computing. 27, p. 148-157 10 p.

Research output: Contribution to journalArticle

Open Access
File
Differential equations
Scalability
1 Citation (Scopus)
5 Downloads (Pure)

Qualitative, Semi-quantitative, and Quantitative Simulation of the Osmoregulation System in Yeast

Pang, W. & Coghill, G. M., May 2015, In : BioSystems. 131, p. 40-50 11 p.

Research output: Contribution to journalArticle

Open Access
File
Osmoregulation
Yeast
Yeasts
Biophysical Phenomena
Simulation
9 Citations (Scopus)
7 Downloads (Pure)

Sherlock: a Semi-Automatic Framework for Quiz Generation Using a Hybrid Semantic Similarity Measure

Lin, C., Liu, D., Pang, W. & Wang, Z., Dec 2015, In : Cognitive Computation. 7, 6, p. 667-679 13 p.

Research output: Contribution to journalArticle

Open Access
File
Semantics
Cognitive Science
Aptitude
Cluster Analysis
Experiments
2 Citations (Scopus)

Specific biomarkers: detection of cancer biomarkers through high-throughput transcriptomics data

Du, W., Cao, Z., Wang, Y., Pang, W., Zhou, F., Tian, Y. & Liang, Y., Dec 2015, In : Cognitive Computation. 7, 6, p. 652-666 15 p.

Research output: Contribution to journalArticle

Biomarkers
Tumor Biomarkers
Throughput
Neoplasms
Cell proliferation
2014
1 Citation (Scopus)
3 Downloads (Pure)

Building recognition on subregion’s multi-scale gist feature extraction and corresponding columns information based dimensionality reduction

Li, B., Pang, W., Liu, Y., Yu, X. & Yu, Z., 27 Apr 2014, In : Journal of Applied Mathematics. 2014, 10 p., 898705.

Research output: Contribution to journalArticle

Open Access
File
Dimensionality Reduction
Feature Extraction
Feature extraction
Two-stage Model
Lighting
1 Citation (Scopus)
4 Downloads (Pure)

Dimension Reduction Using Samples’ Inner Structure Based Graph for Face Recognition

Li, B., Pang, W., Liu, Y., Yu, X., Du, A. & Yu, Z., 3 Jul 2014, In : Mathematical Problems in Engineering. 2014, 11 p., 603025.

Research output: Contribution to journalArticle

Open Access
File
Dimension Reduction
Face recognition
Face Recognition
Graph in graph theory
Information Structure
3 Citations (Scopus)
Differential equations
Differential equation
Scalability
Learning Strategies
Model
2012
87 Citations (Scopus)

A fuzzy k-prototype clustering algorithm for mixed numeric and categorical data

Ji, J., Pang, W., Han, X., Zhou, C. & Wang, Z., Jun 2012, In : Knowledge-Based Systems. 30, p. 129-135 7 p.

Research output: Contribution to journalArticle

Clustering algorithms
Clustering
Clustering algorithm
Categorical data
Prototype
51 Citations (Scopus)

Combinatorial stresses kill pathogenic Candida species

Kaloriti, D., Tillmann, A., Cook, E., Jacobsen, M., You, T., Lenardon, M., Ames, L., Barahona, M., Chandrasekaran, K., Coghill, G., Goodman, D., Gow, N. A. R., Grebogi, C., Ho, H-L., Ingram, P., McDonagh, A., de Moura, A. P. S., Pang, W., Puttnam, M., Radmaneshfar, E. & 10 others, Romano, M. C., Silk, D., Stark, J., Stumpf, M., Thiel, M., Thorne, T., Usher, J., Yin, Z., Haynes, K. & Brown, A. J. P., Oct 2012, In : Medical Mycology. 50, 7, p. 699-709 11 p.

Research output: Contribution to journalArticle

Candida glabrata
Candida albicans
Candida
Oxidative Stress
Growth
12 Citations (Scopus)

Incremental multi-linear discriminant analysis using canonical correlations for action recognition

Jia, C-C., Wang, S-J., Peng, X-J., Pang, W., Zhang, C-Y., Zhou, C. & Yu, Z-Z., 15 Apr 2012, In : Neurocomputing. 83, -, p. 56-63 8 p.

Research output: Contribution to journalArticle

Discriminant Analysis
Discriminant analysis
Tensors
Feature extraction
Spatial Analysis
11 Citations (Scopus)

Tensor Discriminant Analysis with Multi-Scale Features for Action Modeling and Categorization

Yu, Z-Z., Jia, C-C., Pang, W. & Zhang, C-Y., Feb 2012, In : IEEE Signal Processing Letters. 19, 2, p. 95-98 4 p.

Research output: Contribution to journalArticle

Discriminant analysis
Categorization
Discriminant Analysis
Tensors
Tensor
2011
7 Citations (Scopus)

An immune-inspired approach to qualitative system identification of biological pathways

Pang, W. & Coghill, G. M., Mar 2011, In : Natural Computing. 10, 1, p. 189-207 19 p.

Research output: Contribution to journalArticle

Identification (control systems)
Learning systems
Detoxification
Scalability
2010
18 Citations (Scopus)

A decision support system using soft computing for modern international container transportation services

Liu, Y., Zhou, C., Guo, D., Wang, K., Pang, W. & Zhai, Y., Sep 2010, In : Applied Soft Computing. 10, 4, p. 1087-1095 9 p.

Research output: Contribution to journalArticle

Soft computing
Decision support systems
Containers
Freight transportation
Regression analysis
11 Citations (Scopus)

Learning Qualitative Differential Equation models: a survey of algorithms and applications

Pang, W. & Coghill, G. M., Mar 2010, In : Knowledge Engineering Review. 25, 1, p. 69-107 39 p.

Research output: Contribution to journalArticle

Differential equations
Learning systems
Artificial intelligence
Physics
2005

A Dynamic and Adaptive Ant Algorithm Applied to Quadratic Assignment Problems

Lv, C., Yu, Z., Zhou, C., Wang, K. & Pang, W., 2005, In : Journal of Jilin University (Science Edition). 43, 4, p. 477-480

Research output: Contribution to journalArticle

Fuzzy Discrete Particle Swarm Optimization for Solving Travel Salesman Problem

Pang, W., Wang, K., Zhou, C., Huang, L. & Ji, X., 2005, In : Journal of Chinese Computer Systems. 26, 8, p. 1331-1334

Research output: Contribution to journalArticle

New Genetic Algorithm for Vehicle Routing Problem with Time Window

Huang, L., Pang, W., Wang, K., Zhou, C. & Lv, Y., 2005, In : Journal of Chinese Computer Systems. 26, 2, p. 214-217

Research output: Contribution to journalArticle

2004

Improved Genetic Algorithm for Vehicle Routing Problem with Time Windows

Huang, L., Pang, W., Wang, K., Zhou, C. & Xiao, Y., 2004, In : Advances in Systems Science and Applications. 4, 1, p. 118-124 7 p.

Research output: Contribution to journalArticle

2003
262 Citations (Scopus)

Particle Swarm Optimization for Traveling Salesman Problems

Huang, L., Wang, K., Zhou, C., Pang, W. & Dong, L., 2003, In : Acta Scientiarium Naturalium Universitatis Jilinensis. 41, 4, p. 477-480 4 p.

Research output: Contribution to journalArticle

2002

Hybrid Approach Based on Ant Algorithm for Solving Traveling Salesman Problem

Huang, L., Wang, K., Zhou, C., Yuan, Y. & Pang, W., 2002, In : Acta Scientiarium Naturalium Universitatis Jilinensis. 40, 4, p. 369-373 5 p.

Research output: Contribution to journalArticle