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

2019

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

chapter

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

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

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

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

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

chapter

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

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

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

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
2015

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

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

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

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

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

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

chapter

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

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

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

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

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
2014

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

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

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

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

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

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

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

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

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

chapter

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

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

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

chapter

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

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

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

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
2013

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

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

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

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

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

chapter

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

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

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

chapter

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 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

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

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

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

chapter

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

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

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

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

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

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

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

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

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

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
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

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

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

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

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

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

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

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

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

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
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

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

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

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

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

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

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

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), pp. 294-299, 2005 3rd IEEE International Conference on Industrial Informatics (INDIN) : 10-12 August, 2005, Perth, Australia, Perth, Australia, 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), pp. 471-474, IEEE/WIC/ACM International Conference on Intelligent Agent Technology : proceedings : Compie?gne University of Technology, France, September 19-22, 2005, Compie?gne, France, E1

conference

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

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: An Agent-Based Framework for Complex Problem Solving

Z Zhang, C Zhang

(2004), Germany, 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

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

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, IEEE/WIC/ACM International Conference on Intelligent Agent Technology : proceedings : (IAT 2004) : Beijing, China, September 20-24, 2004, Beijing, China, E1

conference
2003

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

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

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

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

chapter

Temporal constraint satisfaction in matrix method

C Zhang, S Zhang, Z Zhang

(2003), Vol. 17, pp. 135-154, Applied artificial intelligence, Washington, D.C., C1

journal

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), pp. 1852-1857, 2002 International Conference on Machine Learning and Cybernetics : proceedings : November 4-5, 2002, Prime Hotel, Beijing, China, Beijing, China, E1

conference

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

C Zhang, C Li, Z Zhang

(2002), pp. 593-602, APSEC 2002: Ninth Asia-Pacific Software Engineering Conference, Gold Coast, Qld., 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

Reasoning with multimedia information using symbolic projection

Z Zhang, C Zhang

(2001), pp. 317-328, AI 2001 : advances in artificial intelligence : 14th Australian Joint Conference on Artificial Intelligence, Adelaide, Australia, December 10-14, 2001 : proceedings, Adelaide, S.Aust., 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