Dr Zili Zhang

STAFF PROFILE

Position

Senior Lecturer

Faculty

Faculty of Sci Eng & Built Env

Department

School of Info Technology

Campus

Geelong Waurn Ponds Campus

Contact

zili.zhang@deakin.edu.au
+61 3 522 72845

Publications

Filter by

2020

Feature selection based on distance correlation: a filter algorithm

H Tan, G Wang, W Wang, Z Zhang

(2020), Journal of Applied Statistics, C1

journal article

Improved Performance of GANs via Integrating Gradient Penalty with Spectral Normalization

H Tan, L Zhou, G Wang, Z Zhang

(2020), Vol. 12275, pp. 414-426, Knowledge Science, Engineering and Management: 13th International Conference, KSEM 2020, Hangzhou, China, August 28?30, 2020, Proceedings, Part II, Hangzhou, China, E1

conference
2019

Noise-resistant statistical traffic classification

B Wang, J Zhang, Z Zhang, L Pan, Y Xiang, D Xia

(2019), pp. 454-466, IEEE transactions on big data, Piscataway, N.J., C1

journal article

Simulating transport networks with a physarum foraging model

Y Liu, C Gao, Z Zhang

(2019), Vol. 7, pp. 23725-23739, IEEE access, Piscataway, N.J., C1

journal article

A predictive-reactive approach with genetic programming and cooperative co-evolution for uncertain capacitated arc routing problem

Yuxin Liu, Yi Mei, Mengjie Zhang, Zili Zhang

(2019), pp. 1-25, Evolutionary computation, Cambridge, Ma., C1

journal article

Workflow scheduling in distributed systems under fuzzy environment

F Xiao, Z Zhang, J Abawajy

(2019), Vol. 37, pp. 5323-5333, Journal of Intelligent and Fuzzy Systems, Amsterdam, The Netherlands, C1

journal article

A novel strategy for complex human-agent negotiation

L Yuan, S Chen, Z Zhang

(2019), Vol. 917, pp. 66-76, ChineseCSCW 2018 : Proceedings of the 13th CCF Conference on Computer Supported Cooperative Work and Social Computing, Guilin, China, E1

conference

Multi-view multi-instance multi-label learning based on collaborative matrix factorization

Yuying Xing, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Zili Zhang, Maozu Guo

(2019), pp. 5508-5515, AAAI-19, IAAI-19, EAAI-19 : Proceedings of the 33rd Conference on Artificial Intelligence, 31st Conference on Innovative Applications of Artificial Intelligence & the 9th Symposium on Educational Advances in Artificial Intelligence, Honolulu, Hawaii, E1

conference

Physarum-based ant colony optimization for graph coloring problem

L Lv, C Gao, J Chen, L Luo, Z Zhang

(2019), pp. 210-219, ICSI 2019 : Advances in Swarm Intelligence 10th International Conference, ICSI 2019, Chiang Mai, Thailand, July 26?30, 2019, Proceedings, Chiang Mai, Thailand, E1-1

conference

Sentinel nodes identification for infectious disease surveillance on temporal social networks

J Geng, Y Li, Z Zhang, L Tao

(2019), pp. 493-499, WI 2019: IEEE/WIC/ACM International Conference on Web Intelligence, Thessaloniki, Greece, E1-1

conference

Characteristics of patient arrivals and service utilization in outpatient departments

Y He, B Chen, Y Li, C Wang, Z Zhang, L Tao

(2019), Vol. 1120, pp. 341-350, CCF Big Data 2019 : Gathering the data, intelligent computing for the future : Proceedings of the 7th CCF Academic Conference on BigData, Wuhan, China, E1-1

conference

Coalitional Game Simulation Platform

J Wu, S Chen, Z Zhang

(2019), Vol. 1213, pp. 1-5, ICAACE 2019 : Proceedings of the 2019 International Conference on Advanced Algorithms and Control Engineering, Guilin, China, E1-1

conference

Small-Scale Data Classification Based on Deep Forest

M Zhang, Z Zhang

(2019), pp. 428-439, KSEM 2019 : Knowledge science, engineering and management : 12th international conference, KSEM 2019, Athens, Greece, August 28-30, 2019 : proceedings, Athens, Greece, E1

conference
2018

A hybrid strategy for network immunization

X Li, J Guo, C Gao, L Zhang, Z Zhang

(2018), Vol. 106, pp. 214-219, Chaos, solitons and fractals, Amsterdam, The Netherlands, C1

journal article

Network-based transportation system analysis: a case study in a mountain city

X Li, J Guo, C Gao, Z Su, D Bao, Z Zhang

(2018), Vol. 107, pp. 256-265, Chaos, solitons and fractals, Amsterdam, The Netherlands, C1

journal article

A MapReduce-based parallel frequent pattern growth algorithm for spatiotemporal association analysis of mobile trajectory big data

D Xia, X Lu, H Li, W Wang, Y Li, Z Zhang

(2018), Vol. 2018, pp. 1-16, Complexity, Cairo, Egypt, C1

journal article

Does being multi-headed make you better at solving problems? A survey of Physarum-based models and computations

C Gao, C Liu, D Schenz, X Li, Z Zhang, M Jusup, Z Wang, M Beekman, T Nakagaki

(2018), Physics of life reviews, Amsterdam, The Netherlands, C1-1

journal article

Block-sparse signal recovery via ?2/?1 - 2 minimisation method

W Wang, J Wang, Z Zhang

(2018), Vol. 12, pp. 422-430, IET signal processing, Stevenage, Eng., C1

journal article

Design, verification and robotic application of a novel recurrent neural network for computing dynamic Sylvester equation

L Xiao, Z Zhang, Z Zhang, W Li, S Li

(2018), Vol. 105, pp. 185-196, Neural networks, Amsterdam, The Netherlands, C1-1

journal article

Network community detection based on the physarum-inspired computational framework

C Gao, M Liang, X Li, Z Zhang, Z Wang, Z Zhou

(2018), Vol. 15, pp. 1916-1928, IEEE/ACM transactions on computational biology and bioinformatics, Piscataway, N.J., C1

journal article

Solving vehicle routing problem through a tabu bee colony-based genetic algorithm

L Lv, Y Liu, C Gao, J Chen, Z Zhang

(2018), Vol. 10941, pp. 191-200, ICSI 2018 : Advances in swarm intelligence : 9th international conference, Shanghai, China, June 17-22, 2018, proceedings. Part I, Shanghai, China, E1

conference

Multi-view weak-label learning based on matrix completion

Q Tan, G Yu, C Domeniconi, J Wang, Z Zhang

(2018), Vol. PRDT18, pp. 450-458, SIAM 2018 : Proceedings of the 2018 SIAM International Conference on Data Mining, San Diego, Calif., E1-1

conference

Traffic flow fluctuation analysis based on Beijing taxi GPS data

J Guo, X Li, Z Zhang, J Zhang

(2018), Vol. 11062, pp. 452-464, KSEM 2018 : Proceedings of the 11th Knowledge Science, Engineering and Management International Conference : Part II, Changchun, China, E1

conference

Matrix factorization for identifying noisy labels of multi-label instances

X Chen, G Yu, C Domeniconi, J Wang, Z Zhang

(2018), Vol. 11013, pp. 508-517, PRICAI 2018: Proceedings of the 16th Pacific Rim International Conference on Artificial Intelligence : Trends in Artificial Intelligence, Nanjing, China, E1-1

conference

A customer segmentation model based on affinity propagation algorithm and improved genetic k-means algorithm

M Zhang, Z Zhang, S Qiu

(2018), Vol. 538, pp. 321-327, IIP 2018 : Proceedings of 10th IFIP TC 12 International Conference on Intelligent Information Processing, Nanning, China, E1

conference

Multi-label co-training

Y Xing, G Yu, C Domeniconi, J Wang, Z Zhang

(2018), pp. 2882-2888, IJCAI 2018: Proceedings of the 27th International Joint Conference on Artificial Intelligence, Stockholm, Sweden, E1

conference

Incomplete multi-view weak-label learning

Q Tan, G Yu, C Domeniconi, J Wang, Z Zhang

(2018), pp. 2703-2709, IJCAI 2018: Proceedings of the 27th International Joint Conference on Artificial Intelligence, Stockholm, Sweden, E1

conference

Feature-induced partial multi-label learning

G Yu, X Chen, C Domeniconi, J Wang, Z Li, Z Zhang, X Wu

(2018), pp. 1398-1403, IEEE ICDM 2018 : International Conference on Data Mining, Singapore, E1

conference

Cost effective multi-label active learning via querying subexamples

X Chen, G Yu, C Domeniconi, J Wang, Z Li, Z Zhang

(2018), pp. 905-910, ICDM 2018 : Proceedings of the 2018 IEEE International Conference on Data Mining, Singapore, E1

conference

Multiple co-clusterings

X Wang, G Yu, C Domeniconi, J Wang, Z Yu, Z Zhang

(2018), pp. 1308-1313, IEEE ICDM 2018: International Conference on Data Mining, Singapore, E1

conference

Prediction of protein subcellular location using the information entropy and the auto covariance transformation

T Guo, Z Fan, G Wang, Z Zhang

(2018), pp. 1-5, ACAI 2018 : Proceedings of the 2018 International Conference on Algorithms, Computing and Artificial Intelligence, Sanya, China, E1

conference
2017

A new multi-agent system to simulate the foraging behaviors of Physarum

Y Liu, C Gao, Z Zhang, Y Wu, M Liang, L Tao, Y Lu

(2017), Vol. 16, pp. 15-29, Natural computing, Dordrecht, The Netherlands, C1

journal article

A new genetic algorithm based on modified Physarum network model for bandwidth-delay constrained least-cost multicast routing

M Liang, C Gao, Z Zhang

(2017), Vol. 16, pp. 85-98, Natural computing, Dodrecht, The Netherlands, C1

journal article

Solving NP-hard problems with physarum-based ant colony system

Y Liu, C Gao, Z Zhang, Y Lu, S Chen, M Liang, L Tao

(2017), Vol. 14, pp. 108-120, IEEE/ACM transactions on computational biology and bioinformatics, Piscataway, N.J., C1-1

journal article

Robust signal recovery with highly coherent measurement matrices

W Wang, J Wang, Z Zhang

(2017), Vol. 24, pp. 304-308, IEEE signal processing letters, Piscataway, N.J., C1

journal article

A physarum-inspired optimization algorithm for load-shedding problem

C Gao, S Chen, X Li, J Huang, Z Zhang

(2017), Vol. 61, pp. 239-255, Applied soft computing, Amsterdam, The Netherlands, C1

journal article

A hybrid algorithm for estimating origin-destination flows

X Li, J Kurths, C Gao, J Zhang, Z Wang, Z Zhang

(2017), Vol. 6, pp. 677-687, IEEE access, Piscataway, N.J., C1

journal article

QoS-aware service composition for cloud manufacturing based on the optimal construction of synergistic elementary service groups

B Liu, Z Zhang

(2017), Vol. 88, pp. 2757-2771, International journal of advanced manufacturing technology, London, Eng., C1-1

journal article

Emphasizing essential words for sentiment classification based on recurrent neural networks

F Hu, L Li, Z Zhang, J Wang, X Xu

(2017), Vol. 32, pp. 785-795, Journal of computer science and technology, New York, N.Y., C1-1

journal article

Network-based analysis for discovering semantic redundancy

G Wang, C Gao, Y Yuan, Z Zhang

(2017), Vol. 14, pp. 58-65, Complex systems and complexity science, Qingdao, China, C1-1

journal article

An intelligent physarum solver for supply chain network design under profit maximization and oligopolistic competition

X Zhang, F Chan, A Adamatzky, S Mahadevan, H Yang, Z Zhang, Y Deng

(2017), Vol. 55, pp. 244-263, International journal of production research, Abingdon, Eng., C1-1

journal article

An enhanced Markov clustering algorithm based on Physarum

M Liang, C Gao, X Li, Z Zhang

(2017), Vol. 10234, pp. 486-498, PAKDD 2017 : Part 1 of the Proceedings of the Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, Jeju, South Korea, E1

conference

A Physarum-inspired ant colony optimization for community mining

M Liang, C Gao, X Li, Z Zhang

(2017), Vol. 10234, pp. 737-749, PAKDD 2017 : Part I of the Proceedings of the 21st Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, Jeju, South Korea, E1

conference

Automated heuristic design using genetic programming hyper-heuristic for uncertain capacitated arc routing problem

Y Liu, M Zhang, Y Mei, Z Zhang

(2017), pp. 290-297, GECCO 2017 : Proceedings of the 2017 Genetic and Evolutionary Computation Conference, Berlin, Germany, E1

conference

An enhanced particle swarm optimization based on Physarum model for community detection

Z Chen, F Liu, C Gao, X Li, Z Zhang

(2017), Vol. 10386, pp. 99-108, ICSI 2017 : Part II of the Proceedings of the 8th International Concerence on Advances in Swarm Intelligence, Fukuoka, Japan, E1

conference

Robustness analysis of the complex network

M Liang, F Liu, C Gao, Z Zhang

(2017), pp. 638-643, DDCLS 17 : Proceedings of 2017 IEEE 6th Data Driven Control and Learning Systems Conference, Chongqing, China, E1

conference

An information theory based approach for identifying influential spreaders in temporal networks

L Luo, L Tao, H Xu, Z Yuan, H Lai, Z Zhang

(2017), Vol. 10581, pp. 477-484, CSS 2017 : Proceedings of the 9th International Symposium, Xi'an, China, E1-1

conference

Improved random forest algorithm to classify methicillin-resistant and methicillin-susceptible staphylococcus aureus on mass spectra

Y Dai, Z Fan, L Zhang, X Xu, Z Zhang

(2017), Vol. Part F128534, pp. 64-69, ICBBT 2017 : Proceedings of the 2017 9th International Conference on Bioinformatics and Biomedical Technology, Lisbon, Portugal, E1-1

conference

Classification of methicillin-resistant and methicillin-susceptible staphylococcus aureus using an improved genetic algorithm for feature selection based on mass spectra

J Bai, Z Fan, L Zhang, X Xu, Z Zhang

(2017), pp. 57-63, ICBBT 2017 : Proceedings of the 2017 9th International Conference on Bioinformatics and Biomedical Technology, Lisbon, Portugal, E1

conference

IIRank: co-ranking scientific articles by characterizing their innovativeness and importance

F Li, Z Zhang, L Li, X Xu, S He

(2017), Vol. Part F131195, pp. 247-248, ChineseCSCW2017 : Proceedings of the 12th Chinese Conference on Computer Supported Cooperative Work and Social Computing, Chongqing, China, E1-1

conference
2016

Traffic identification in big internet data

B Wang, J Zhang, Z Zhang, W Luo, D Xia

(2016), pp. 129-156, Big data concepts, theories, and applications, Berlin, Germany, B1

book chapter

A physarum-based general computational framework for community mining

M Liang, X Li, Z Zhang

(2016), Vol. 9713, pp. 141-149, Advances in swarm intelligence, Cham, Switzerland, B1

book chapter

A distributed spatial-temporal weighted model on MapReduce for short-term traffic flow forecasting

D Xia, B Wang, H Li, Y Li, Z Zhang

(2016), Vol. 179, pp. 246-226, Neurocomputing, Amsterdam, The Netherlands, C1

journal article

A MapReduce-based nearest neighbor approach for big-data-driven traffic flow prediction

D Xia, H Li, B Wang, Y Li, Z Zhang

(2016), Vol. 4, pp. 2920-2934, IEEE Access, Piscataway, N. J., C1

journal article

PR-Index: using the h-Index and PageRank for determining true impact

C Gao, Z Wang, X Li, Z Zhang, W Zeng

(2016), Vol. 11, pp. 1-13, PLoS one, San Francisco, Calif., C1

journal article

A self-adaptive control strategy of population size for ant colony optimization algorithms

Y Liu, J Liu, X Li, Z Zhang

(2016), Vol. 9712, pp. 443-450, Lecture notes in computer science, Switzerland, C1

journal article

NoisyGOA: Noisy GO annotations prediction using taxonomic and semantic similarity

Chang Lu, Jun Wang, Zili Zhang, Pengyi Yang, Guoxian Yu

(2016), Vol. 65, pp. 203-211, Computational biology and chemistry, Amsterdam, The Netherlands, C1-1

journal article

An evidential spam-filtering framework

C Zhang, X Su, Y Hu, Z Zhang, Y Deng

(2016), Vol. 47, pp. 427-444, Cybernetics and systems: an international journal, Abingdon, Eng., C1-1

journal article

Multi-objective ant colony optimization based on the Physarum-Inspired mathematical model for bi-objective traveling salesman problems

Zili Zhang, Chao Gao, Yuxiao Lu, Yuxin Liu, Mingxin Liang

(2016), Vol. 11, pp. 1-23, PLoS One, San Francisco, Calif., C1

journal article

A bio-inspired method for locating the diffusion source with limited observers

Y Liu, C Gao, X She, Z Zhang

(2016), pp. 508-514, CEC 2016 : Proceedings of the IEEE Congress on Evolutionary Computation, Vancouver, Canada, E1

conference

Toward efficient agreements in real-time multilateral agent-based negotiations

S Chen, J Hao, G Weiss, S Zhou, Z Zhang

(2016), pp. 896-903, ICTAI 2015 : Proceedings of the International Conference on Tools with Artificial Intelligence, Vietri sul Mare, Italy, E1-1

conference
2015

A new physarum-based hybrid optimization algorithm for solving 0/1 knapsack problem

S Chen, C Gao, Z Zhang

(2015), Vol. 9141, pp. 238-246, Advances in Swarm and Computational Intelligence, Berlin, Germany, B1

book chapter

A new physarum network based genetic algorithm for bandwidth-delay constrained least-cost multicast routing

M Liang, C Gao, Y Liu, L Tao, Z Zhang

(2015), Vol. 9141, pp. 273-280, Advances in swarm and computational intelligence, Cham, Switzerland, B1

book chapter

A physarum-inspired vacant-particle model with shrinkage for transport network design

Y Liu, C Gao, M Liang, L Tao, Z Zhang

(2015), Vol. 9141, pp. 74-81, Advances in swarm and computational intelligence, Berlin, Germany, B1

book chapter

Semi-supervised classification based on subspace sparse representation

G Yu, G Zhang, Z Zhang, Z Yu, L Deng

(2015), Vol. 43, pp. 81-101, Knowledge and Information Systems, C1

journal article

A new model to imitate the foraging behavior of Physarum polycephalum on a nutrient-poor substrate

Y Wu, Z Zhang, Y Deng, H Zhou, T Qian

(2015), Vol. 148, pp. 63-69, Neurocomputing, Amsterdam, The Netherlands, C1

journal article

An efficient MapReduce-based parallel clustering algorithm for distributed traffic subarea division

D Xia, B Wang, Y Li, Z Rong, Z Zhang

(2015), Vol. 2015, pp. 1-18, Discrete dynamics in nature and society, Cairo, Egypt, C1

journal article

PhysarumSpreader: a new bio-Inspired methodology for identifying influential spreaders in complex networks

H Wang, Y Zhang, Z Zhang, S Mahadevan, Y Deng

(2015), Vol. 10, pp. 1-21, PloS one, San Francisco, Calif., C1

journal article

A rank-based ant system algorithm for solving 0/1 knapsack problem

S Chen, C Gao, X Li, Y Lu, Z Zhang

(2015), Vol. 11, pp. 7423-7430, Journal of computational information systems, [Danbury, Conn.], C1

journal article

An ontology-based approach to integration of hilly citrus production knowledge

Y Wang, Y Wang, J Wang, Y Yuan, Z Zhang

(2015), Vol. 113, pp. 24-43, Computers and electronics in agriculture, Amsterdam, The Netherlands, C1-1

journal article

Combination methods for identifying influential nodes in networks

C Gao, C Gao, L Zhong, L Zhong, X Li, X Li, Z Zhang, Z Zhang, N Shi, N Shi

(2015), Vol. 26, pp. 1550067-1-1550067-20, International Journal of Modern Physics C, Singapore, C1

journal article

Robust traffic classification with mislabelled training samples

B Wang, J Zhang, Z Zhang, W Luo, D Xia

(2015), pp. 328-335, ICPADS 2015: Proceedings of the IEEE Parallel and Distributed Systems 2015 International Conference, Melbourne, Vic., E1

conference
2014

Dividing traffic sub-areas based on a parallel K-means algorithm

B Wang, L Tao, C Gao, D Xia, Z Rong, W Wang, Z Zhang

(2014), Vol. 8793, pp. 127-137, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Heidelberg, Germany, B1

book chapter

Identifying influential nodes in complex networks: A multiple attributes fusion method

L Zhong, C Gao, Z Zhang, N Shi, J Huang

(2014), Vol. 8610, pp. 11-22, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Switzerland, B1

book chapter

A C-DBSCAN algorithm for determining bus-stop locations based on taxi GPS data

W Wang, L Tao, C Gao, B Wang, H Yang, Z Zhang

(2014), Vol. 8933, pp. 293-304, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Berlin, Germany, B1

book chapter

A novel Physarum-Based ant colony system for solving the real-world traveling salesman problem

Y Lu, Y Liu, C Gao, L Tao, Z Zhang

(2014), Vol. 8794, pp. 173-180, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Switzerland, B1

book chapter

A Physarum-inspired multi-agent system to solve maze

Y Liu, C Gao, Y Wu, L Tao, Y Lu, Z Zhang

(2014), Vol. 8794, pp. 424-430, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Heidelberg, Germany, B1

book chapter

Sample subset optimization techniques for imbalanced and ensemble learning problems in bioinformatics applications

P Yang, P Yoo, J Fernando, B Zhou, Z Zhang, A Zomaya

(2014), Vol. 44, pp. 445-455, IEEE Transactions on Cybernetics, C1

journal article

Effective methods and strategies for massive small files processing based on Hadoop

D Xia, B Wang, Z Rong, Y Li, Z Zhang

(2014), Vol. 8, pp. 1935-1941, ICIC Express Letters, Kumamoto, Japan, C1

journal article

Rapid Physarum Algorithm for shortest path problem

X Zhang, Y Zhang, Z Zhang, S Mahadevan, A Adamatzky, Y Deng

(2014), Vol. 23, pp. 19-26, Applied Soft Computing Journal, Amsterdam, Netherlands, C1

journal article

An amoeboid algorithm for solving linear transportation problem

C Gao, C Yan, Z Zhang, Y Hu, S Mahadevan, Y Deng

(2014), Vol. 398, pp. 179-186, Physica A: Statistical Mechanics and its Applications, Amsterdam, Netherlands, C1

journal article

A universal optimization strategy for ant colony optimization algorithms based on the Physarum-inspired mathematical model.

Z Zhang, C Gao, Y Liu, T Qian

(2014), Vol. 9, pp. 1-14, Bioinspiration and Biomimetics, Bristol, United Kingdom, C1

journal article

A novel parallel algorithm for frequent itemsets mining in massive small files datasets

D Xia, Z Rong, Y Zhou, Y Li, Y Shen, Z Zhang

(2014), Vol. 5, pp. 459-466, ICIC express letters, part B: applications, China, C1

journal article

Identifying influential nodes in complex networks for network immunization

L Zhong, C Gao, Z Zhang, N Shi, J Huang

(2014), Vol. 10, pp. 8767-8774, Journal of Computational Information Systems, CT, United States, C1

journal article

Study of network evolution based on improved physarum model

Z Zhang, Y Liu, C Gao, Y Wu, T Qian

(2014), Vol. 26, pp. 2648-2654, Xitong fangzhen xuebao / Journal of system simulation, Beijing, China, C1-1

journal article

Coverage enhancement by using the mobility of mobile sensor nodes

C Fang, P Zhang, C Fu, Z Zhang

(2014), Vol. 69, pp. 819-842, Multimedia tools and applications, New York, N.Y., C1-1

journal article

A multi-objective ant colony optimization algorithm based on the physarum-inspired mathematical model

Y Liu, Y Lu, C Gao, Z Zhang, L Tao

(2014), pp. 303-308, ICNC 2014 : Proceedings of the 10th International Conference on Natural Computation, Xiamen, China, E1

conference

A semantic-based EMRs integration framework for diagnosis decision-making

H Jiang, Z Zhang, L Tao

(2014), Vol. 8793, pp. 380-387, KSEM 2014 : Proceedings of the 7th International Conference on Knowledge Science, Engineering and Management 2014, Sibiu, Romania, E1-1

conference
2013

A physarum network evolution model based on IBTM

Y Liu, Z Zhang, C Gao, Y Wu, T Qian

(2013), pp. 19-26, Advances in swarm intelligence, Berlin, Germany, B1

book chapter

An ant colony system based on the physarum network

T Qian, Z Zhang, C Gao, Y Wu, Y Liu

(2013), pp. 297-305, Advances in swarm intelligence, Berlin, Germany, B1

book chapter

Route selection for emergency logistics management: A bio-inspired algorithm

X Zhang, Z Zhang, Y Zhang, D Wei, Y Deng

(2013), Vol. 54, pp. 87-91, Safety Science, C1

journal article

A biologically inspired solution for fuzzy shortest path problems

Y Zhang, Z Zhang, Y Deng, S Mahadevan

(2013), Vol. 13, pp. 2356-2363, Applied Soft Computing Journal, C1

journal article

Learning to map Chinese sentences to logical forms

Z Liao, Z Zhang

(2013), pp. 463-472, KSEM 2013 : Knowledge Science, Engineering and Management : 6th International Conference, Dalian, China, August 10-12, 2013, proceedings, Dalian, China, E1

conference

A semantic technology supported precision agriculture system : a case study for citrus fertilizing

Y Yuan, W Zeng, Z Zhang

(2013), pp. 104-111, KSEM 2013 : Knowledge Science, Engineering and Management : 6th International Conference, Dalian, China, August 10-12, 2013, proceedings, Dalian, China, E1

conference

Discovery and analysis of usage data based on hadoop for personalized information access

D Xia, Z Rong, Y Zhou, B Wang, Y Li, Z Zhang

(2013), pp. 917-924, Proceedings - 16th IEEE International Conference on Computational Science and Engineering, CSE 2013, E1

conference

The spontaneous behavior in extreme events: a clustering-based quantitative analysis

N Shi, C Gao, Z Zhang, L Zhong, J Huang

(2013), Vol. 8346, pp. 336-347, ADMA 2013 : Lecture Notes in Artificial Intelligence : Proceedings of the 9th International Conference on Advanced Data Mining and Applications, Hangzhou, China, E1-1

conference

Protein function prediction by integrating multiple kernels

G Yu, H Rangwala, C Domeniconi, G Zhang, Z Zhang

(2013), pp. 1869-1875, Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence, Beijing, China, E1-1

conference

Complex statistical analysis of big data: implementation and application of Apriori and FP-Growth algorithm based on MapReduce

Z Rong, D Xia, Z Zhang

(2013), pp. 968-972, ICSESS : Proceedings of the 2013 IEEE 4th International Conference on Software Engineering and Service Sciences, Beijing, China, E1

conference
2012

A generic classifier-ensemble approach for biomedical named entity recognition

Z Liao, Z Zhang

(2012), Vol. 7301 LNAI, pp. 86-97, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), B1

book chapter

Fuzzy shortest path problem based on biological method

Q Wang, Z Zhang, Y Zhang, Y Deng

(2012), Vol. 9, pp. 1365-1371, Journal of Information and Computational Science, C1

journal article

An improved physarum centrality measure for weighted networks

Y Zhang, Y Li, Z Zhang, Y Deng, S Zhao

(2012), Vol. 3, pp. 955-960, ICIC express letters, Part B : applications, China, C1

journal article

An amoeboid algorithm for shortest path in fuzzy weighted networks

Y Zhang, Z Zhang, X Zhang, D Wei, Y Deng

(2012), pp. 3709-3713, Proceedings of the 2012 24th Chinese Control and Decision Conference, CCDC 2012, E1

conference

An enhanced multi-agent system with evolution mechanism to approximate Physarum transport networks

Y Wu, Z Zhang, Y Deng, H Zhou, T Qian

(2012), pp. 27-38, AI 2012 : Advances in artificial intelligence : 25th Australasian Joint Conference Sydney, Australia, December 4-7, 2013. Proceedings, Sydney, New South Wales, E1

conference

A method to solve shortest path finding in directed graph based on an amoeboid organism

X Zhang, Y Zhang, Z Zhang, Y Deng

(2012), pp. 3699-3702, Proceedings of the 2012 24th Chinese Control and Decision Conference, CCDC 2012, E1-1

conference
2011

Bio-inspired dynamic composition and reconfiguration of service-oriented internetware systems

H Zhou, Z Zhang, Y Wu, T Qian

(2011), Vol. 6728 LNCS, pp. 364-373, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), B1

book chapter

Missing value estimation for mixed-attribute data sets

X Zhu, S Zhang, Z Jin, Z Zhang, Z Xu

(2011), Vol. 23, pp. 110-121, IEEE Transactions on Knowledge and Data Engineering, C1

journal article

Global and threshold-free transcriptional regulatory networks reconstruction through integrating chip-chip and expression data

Q Liu, Y Yang, Y Li, Z Zhang

(2011), Vol. 12, pp. 631-642, Current Protein and Peptide Science, C1

journal article

Sample subset optimization for classifying imbalanced biological data

P Yang, Z Zhang, B Zhou, A Zomaya

(2011), pp. 333-344, PAKDD 2011 : dvances in knowledge discovery and data mining : 15th Pacific-Asia Conference, PAKDD 2011, Shenzhen, China, May 24-27, 2011, proceedings, part II, Shenzhen, China, E1

conference

An improved maze solving algorithm based on an amoeboid organism

Y Zhang, Z Zhang, Y Deng

(2011), pp. 1440-1443, Proceedings of the 2011 Chinese Control and Decision Conference, CCDC 2011, E1-1

conference
2010

A clustering based hybrid system for biomarker selection and sample classification of mass spectrometry data

P Yang, Z Zhang, B Zhou, A Zomaya

(2010), Vol. 73, pp. 2317-2331, Neurocomputing, C1

journal article

A multi-filter enhanced genetic ensemble system for gene selection and sample classification of microarray data

P Yang, B Zhou, Z Zhang, A Zomaya

(2010), Vol. 11, BMC Bioinformatics, C1

journal article

Identifying cooperative transcription factors by combining ChIP-chip data and knockout data

Yi Yang, Zili Zhang, Yixue Li, Xin-Guang Zhu, Qi Liu

(2010), Vol. 20, pp. 1276-1278, Cell research, London, Eng., C1-1

journal article

Chinese named entity recognition based on hierarchical hybrid model

Z Liao, Z Zhang, Y Liu

(2010), pp. 620-624, PRICAI 2010 : Trends in artificial intelligence : 11th Pacific Rim International Conference on Artificial Intelligence, Daegu, Korea, E1

conference

Applying multi-objective evolutionary algorithms to QoS-aware web service composition

L Li, P Cheng, L Ou, Z Zhang

(2010), Vol. 6441 LNAI, pp. 270-281, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), E1-1

conference

Genetic algorithm-based multi-objective optimisation for QoS-aware web services composition

L Li, P Yang, L Ou, Z Zhang, P Cheng

(2010), Vol. 6291 LNAI, pp. 549-554, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), E1-1

conference
2009

An agent-based hybrid system for microarray data analysis

Z Zhang, P Yang, X Wu, C Zhang

(2009), Vol. 24, pp. 53-63, IEEE Intelligent Systems, C1-1

journal article

An embedded two-layer feature selection approach for microarray data analysis

P Yang, Z Zhang

(2009), Vol. 10, pp. 24-32, IEEE intelligent informatics bulletin, Los Alamitos, Calif., C1

journal article

A particle swarm based hybrid system for imbalanced medical data sampling

P Yang, L Xu, B Zhou, Z Zhang, A Zomaya

(2009), Vol. 10, BMC Genomics, C1

journal article

Multiagent framework for bio-data mining

P Yang, L Tao, L Xu, Z Zhang

(2009), Vol. 5589 LNAI, pp. 200-207, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), C1

journal article
2008

Supporting adaptive learning in hypertext environments: a high level timed Petri net-based approach

S Gao, Z Zhang, I Hawryszkiewycz

(2008), Vol. 4, pp. 341-354, International Journal of Intelligent Systems Technologies and Applications, C1

journal article

A clustering based hybrid system for mass spectrometry data analysis

P Yang, Z Zhang

(2008), Vol. 5265 LNBI, pp. 98-109, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), C1

journal article

Modelling financial investment planning from agent perspectives

Z Zhang, R Wang, S Gao

(2008), Vol. 3, pp. 41-49, International Journal of Modelling, Identification and Control, C1

journal article

A generalized joint inference approach for citation matching

Z Liao, Z Zhang

(2008), Vol. 5360 LNAI, pp. 601-607, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), C1

journal article

An ensemble of classifiers with genetic algorithmBased Feature Selection

Z Zhang, P Yang

(2008), Vol. 9, pp. 18-24, The IEEE intelligent informatics bulletin, Washington, D.C., C1

journal article

An improved trust model in agent-mediated e-commerce

Z Zhang, Z Zhang, M Zhou, P Wang

(2008), Vol. 4, pp. 271-284, International Journal of Intelligent Systems Technologies and Applications, C1

journal article

Incorporating track records of agents into matchmaking in middle agents

Z Zhang, M Zhou

(2008), Vol. 4, pp. 285-300, International journal of intelligent systems technologies and applications, Olney, Ill., C1

journal article

A hybrid approach to selecting susceptible Single Nucleotide Polymorphisms for complex disease analysis

P Yang, Z Zhang

(2008), Vol. 1, pp. 214-218, BioMedical Engineering and Informatics: New Development and the Future - Proceedings of the 1st International Conference on BioMedical Engineering and Informatics, BMEI 2008, E1

conference

Multi-agent based supply chain management with dynamic reconfiguration capability

Z Zhang, L Tao

(2008), pp. 92-95, Proceedings - 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT 2008, E1-1

conference
2007

A fuzzy logic based approach for software testing

Z Zhang, Y Zhou

(2007), Vol. 21, pp. 709-722, International Journal of Pattern Recognition and Artificial Intelligence, C1

journal article

Building agent-based hybrid intelligent systems: A case study

Z Zhang, C Zhang

(2007), Vol. 5, pp. 255-271, Web Intelligence and Agent Systems, C1

journal article

Hybrid methods to select informative gene sets in microarray data classification

P Yang, Z Zhang

(2007), Vol. 4830 LNAI, pp. 810-814, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), C1

journal article
2006

Decision aggregation in an agent-based financial investment planning system

Z Zhang

(2006), Vol. 3885 LNAI, pp. 179-190, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), C1

journal article

Integrating insurance services, trust and risk mechanisms into multi-agent systems

Y Lam, Z Zhang, K Ong

(2006), Vol. 4099 LNAI, pp. 849-853, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), C1

journal article

Buying and selling with insurance in open multi-agent marketplace

Y Lam, Z Zhang, K Ong

(2006), Vol. 4099 LNAI, pp. 945-949, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), C1

journal article

Fuzzy logic based metric in software testing

Y Zhou, Z Zhang

(2006), Vol. 138, pp. 261-267, Frontiers in artificial intelligence and applications: advances in intelligent IT: active media technology, Amsterdam, Netherlands, C1

journal article

Dynamic reconfiguration of multi-agent systems based on autonomy oriented computing

L Tao, Z Zhang

(2006), pp. 125-128, Proceedings - 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2006 Main Conference Proceedings), IAT'06, E1

conference
2005

Supporting adaptive learning with high level timed Petri Nets

S Gao, Z Zhang, J Wells, I Hawryszkiewycz

(2005), Vol. 3683, pp. 834-840, KES 2005 : Proceedings of the knowledge-based intelligent information and engineering systems 9th international conference, Melbourne, Vic., C1

journal article

Insurance services in multi-agent systems

Y Lam, Z Zhang, K Ong

(2005), Vol. 3809 LNAI, pp. 664-673, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), C1

journal article

Agents and stream data mining: A new perspective

K Ong, Z Zhang, W Ng, E Lim

(2005), Vol. 20, pp. 60-67, IEEE Intelligent Systems, C1

journal article

Agents and data mining: Mutual enhancement by integration

C Zhang, Z Zhang, L Cao

(2005), Vol. 3505 LNAI, pp. 50-61, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), C1

journal article

Supporting adaptive learning in hypertext environment: A high level timed petri net based approach

S Gao, Z Zhang, I Hawryszkiewycz

(2005), Vol. 2005, pp. 735-739, Proceedings - 5th IEEE International Conference on Advanced Learning Technologies, ICALT 2005, E1

conference

An email classification model based on rough set theory

W Zhao, Z Zhang

(2005), Vol. 2005, pp. 403-408, Proceedings of the 2005 International Conference on Active Media Technology, AMT 2005, E1

conference

Awareness support in a component-based collaborative environment

S Gao, Z Zhang, J Wells, I Hawryszkiewycz

(2005), Vol. 2005, pp. 294-299, 2005 3rd IEEE International Conference on Industrial Informatics, INDIN, E1

conference

Managing collaborative business process in knowledge-intensive environment

S Gao, Z Zhang, I Hawryszkiewycz

(2005), Vol. II, pp. 107-114, Proceedings - 2005 IEEE International Conference onServices Computing, SCC 2005, E1

conference

Trading in open marketplace using trust and risk

Y Lam, Z Zhang, K Ong

(2005), Vol. 2005, pp. 471-474, Proceedings - 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT'05, E1

conference

A computation trust model with trust network in multi-agent systems

P Wang, Z Zhang

(2005), Vol. 2005, pp. 389-392, Proceedings of the 2005 International Conference on Active Media Technology, AMT 2005, E1

conference

A winner determination algorithm for multi-unit combinatorial auctions with reserve prices

H Bai, Z Zhang

(2005), Vol. 2005, pp. 239-243, Proceedings of the 2005 International Conference on Active Media Technology, AMT 2005, E1

conference

An agent-based hybrid intelligent system for petroleum reservoir characterisation

C Li, Z Zhang, F Shang

(2005), CIRAS 2005 : the 3rd International Conference on Computational Intelligence, Robotics and Autonomous systems & FIRA 2005 : FIRA RoboWorld Congress, Singapore 2005, 14-16 December 2005, Orchard Hotel, Singapore, Singapore, E1

conference
2004

Agent-based hybrid intelligent systems

Z Zhang, C Zhang

(2004), Vol. 2938, Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), A1

book

Constructing hybrid intelligent systems for data mining from agent perspectives

Z Zhang, C Zhang

(2004), pp. 333-359, Intelligent technologies for information analysis, Berlin, Germany, B1

book chapter

A reputation-based trust model for agent societies

Y Lam, Z Zhang, K Ong

(2004), Vol. 3157, pp. 979-980, Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), C1

journal article

A ring-based architectural model for middle agents in agent-based system

C Li, C Zhang, Z Zhang

(2004), Vol. 2690, pp. 94-98, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), E1

conference

A platform for dynamic organization of agents in agent-based systems

C Li, Z Zhang, C Zhang

(2004), pp. 454-457, Proceedings - IEEE/WIC/ACM International Conference on Intelligent Agent Technology. IAT 2004, E1

conference
2003

An agent-based soft computing society with applications in financial investment planning

C Zhang, Z Zhang

(2003), pp. 99-126, Studies in fuzziness and soft computing: applied decision support with soft computing, Berlin, Germany, B1

book chapter

Accessing database information using mobile agents

Z Zhang

(2003), Vol. 2, pp. 190-198, Asian journal of information technology, Faisal?b?d, Pakistan, C1

journal article

An agent-based hybrid framework for database mining

Z Zhang, C Zhang, S Zhang

(2003), Vol. 17, pp. 383-398, Applied artificial intelligence, Washington, D.C., Wash., C1

journal article

Temporal constraint satisfaction in matrix method

C Zhang, S Zhang, Z Zhang

(2003), Vol. 17, pp. 135-154, Applied Artificial Intelligence, C1

journal article

An agent-based hybrid intelligent system for foreign exchange trading

Z Zhang

(2003), pp. 83-93, Proceedings of the International Conference on Active Media Technology, E1

conference

Database access on the internet using mobile agent technology

Y Lam, Z Zhang

(2003), pp. 94-101, Proceedings of the International Conference on Active Media Technology, E1

conference

Building agent-based hybrid intelligent systems

Z Zhang, C Zhang

(2003), pp. 799-808, Design and application of hybrid intelligent systems, Melbourne, Victoria, E1

conference

Decision model for BDI-based intelligent agents

Y Li, Z Zhang

(2003), pp. 108-113, Proceedings of the International Conference on Active Media Technology, E1

conference

A scalable and robust framework for agent-based heterogeneous database operation

C Li, C Zhang, Q Chen, Z Zhang

(2003), pp. 260-271, IAWTIC 2003 : Proceedings of 2003 International Conference on Intelligent Agents, Web Technologies and Internet Commerce, Vienna, Austria, E1

conference
2002

An agent-based hybrid intelligent system for financial investment planning

Z Zhang, C Zhang

(2002), Vol. 2417, pp. 355-364, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), E1

conference

Initial value generation for matchmaking in middle agents

Z Zhang, C Zhang, Y Li

(2002), pp. 12-18, Proceedings of International Conferences on Intelligent Information Technology, ICIIT 2002 - Beijing, Beijing, China, E1

conference

An improvement to matchmaking algorithms for middle agents

Z Zhang, C Zhang

(2002), pp. 1340-1347, Proceedings of the International Conference on Autonomous Agents, E1

conference

An application of fuzzy cluster analysis to matchmaking in middle agents

Z Zhang, C Zhang

(2002), pp. 566-570, FSKD'02 : proceedings of the 1st International Conference on Fuzzy Systems and Knowledge Discovery, November 18-22, 2002, Orchid Country Club, Singapore, Singapore, E1

conference

An agent-based intelligent system for information gathering from world wide web environment

C Li, C Zhang, Z Zhang

(2002), Vol. 4, pp. 1852-1857, Proceedings of 2002 International Conference on Machine Learning and Cybernetics, E1

conference

An agent-based framework for petroleum information services from distributed heterogeneous data resources

C Zhang, C Li, Z Zhang

(2002), Vol. 2002-January, pp. 593-602, Proceedings - Asia-Pacific Software Engineering Conference, APSEC, E1

conference

An agent-based middleware for uniform operation in a heterogeneous database environment

C Li, C Zhang, Z Zhang

(2002), pp. 385-389, SEAL'02 : proceedings of the 4th Asia-Pacific Conference on Simulated Evolution and Learning, November 18-22, 2002, Orchid Country Club, Singapore, Singapore, E1

conference
2001

A multi-agent framework for financial investment planning

C Zhang, Z Zhang, Y Li

(2001), Vol. 5, pp. 290-300, International journal of knowledge-based intelligent engineering systems, Brighton, UK, C1

journal article

Reasoning with Multimedia Information Using Symbolic Projection

Zili Zhang, Chengqi Zhang

(2001), pp. 643-654, AI 2001: Advances in Artificial Intelligence, E1

conference

Agent based portfolio selection with data mining ability

Z Zhang, C Zhang

(2001), pp. 553-558, ICONIP-2001 Proceedings : 8th International conference on neural information proceeding, Shanghai, China, E1

conference

Approaches to implementing decision aggregation in multi-agent systems

C Zhang, Z Zhang

(2001), pp. 314-317, ISCA 2001 : Computers and their applications: proceedings of the ISCA 16th International Conference, Seattle, Washington, E1

conference

Post processing of multimedia information - concepts, problems, and techniques

C Zhang, Z Zhang

(2001), pp. 318-321, ISCA 2001 : Computers and their applications: proceedings of the ISCA 16th International Conference, Seattle, Washington, E1

conference

Reasoning with multimedia information using symbolic projection

Z Zhang, C Zhang

(2001), Vol. 2256, pp. 643-654, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), E1-1

conference

An agent-based soft computing society

C Zhang, Z Zhang, O San

(2001), Vol. 2005, pp. 661-668, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), E1-1

conference
2000

Result fusion in multi-agent systems based on OWA operator

Z Zhang, C Zhang

(2000), Vol. 22, pp. 234-240, ACSC 2000 : Proceedings of the Australasian Computer Science Conference 2000, Canberra, ACT, E1-1

conference

Building an ontology for financial investment

Z Zhang, C Zhang, S Ong

(2000), Vol. 1983, pp. 308-313, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), E1-1

conference
1999

Approaches to incorporating soft computing technologies into software agents

Z Zhang, C Zhang

(1999), Vol. 3, pp. 952-957, ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings, E1-1

conference

Funded Projects at Deakin

No Funded Projects at Deakin found

Supervisions

Principal Supervisor
2007

Yuk Hei Lam

Thesis entitled: Enhancements to Fraud and Deception Prevention in Open Multi-agent Marketplaces

Doctor of Philosophy (Information Technology), School of Information Technology