Jiming LIU, Prof

Research Output

Research output per year 1988 2002 2003 2004 2005 2007 2009 2010 2011 2012 2013 2014 2015 2016 2019 2020 2023

• 192 Journal article
• 153 Conference proceeding
• 25 Conference paper
• 22 Editorial
• 49 More
  • 16 Chapter
  • 13 Conference article
  • 8 Book or report
  • 8 Review article
  • 2 Patent
  • 1 Letter
  • 1 Preprint

Research output per year

Research output per year

Search results

• 2019

  Even central users do not always drive information diffusion

  Gao, C., Su, Z., Liu, J. & Kurths, J., Feb 2019, In: Communications of the ACM. 62, 2, p. 61-67 7 p.

  Research output: Contribution to journal › Journal article › peer-review
  48 Citations (Scopus)

• Ewgan: Entropy-based wasserstein gan for imbalanced learning

  Ren, J., LIU, Y. & LIU, J., 17 Jul 2019, 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019. AAAI press, p. 10011-10012 2 p. (Proceedings of the AAAI Conference on Artificial Intelligence).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Entropy 100%
  • Labels 60%
  18 Citations (Scopus)

• Grassroots VS elites: Which ones are better candidates for influence maximization in social networks?

  Li, D., Wang, W. & LIU, J., 17 Sept 2019, In: Neurocomputing. 358, p. 321-331 11 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Social Networking 100%
  • Seed 90%
  • Seeds 90%
  • Community Networks 34%
  • Social computing 32%
  9 Citations (Scopus)

• Healthcare Service Management: A Data-Driven Systems Approach

  Tao, L. & LIU, J., 9 May 2019, 1st ed. Springer Cham. 168 p. (Health Information Science)

  Research output: Book/Report › Book or report › peer-review

  • Operating rooms 100%
  • Large scale systems 63%
  • Latent Class Analysis 47%
  • Population Density 45%
  • Public health 43%

• Incorporating causal factors into reinforcement learning for dynamic treatment regimes in HIV

  Yu, C., Dong, Y., LIU, J. & Ren, G., 9 Apr 2019, In: BMC Medical Informatics and Decision Making. 19, 60.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  • Psychology Reinforcement 100%
  • Reinforcement learning 92%
  • reinforcement 89%
  • learning performance 68%
  • Learning 68%
  20 Citations (Scopus)

• Integrated Prediction of Service Performance

  Tao, L. & Liu, J., 9 May 2019, Healthcare Service Management: A Data-Driven Systems Approach. Tao, L. & Liu, J. (eds.). 1st ed. Springer Cham, p. 69–84 16 p. (Health Information Science).

  Research output: Chapter in book/report/conference proceeding › Chapter

  • Surgery 100%
  • Managers 84%

• Inverse reinforcement learning for intelligent mechanical ventilation and sedative dosing in intensive care units

  Yu, C., LIU, J. & Zhao, H., 9 Apr 2019, In: BMC Medical Informatics and Decision Making. 19, 57.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  • Artificial Respiration 100%
  • Intensive care units 96%
  • Psychology Reinforcement 78%
  • Hypnotics and Sedatives 73%
  • Reinforcement learning 72%
  27 Citations (Scopus)

• Message from the general and program chairs, IoP 2019

  Chen, L., Liu, J., Lopez-De-Ipina, D., Mulvenna, M. & Zhou, J., Aug 2019, Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019. IEEE, p. xci 1 p. (Proceedings - IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding

  Open Access

• Mining Spatiotemporal Diffusion Network: A New Framework of Active Surveillance Planning

  Chen, H., Yang, B., Liu, J., Zhou, X. N. & Yu, P. S., 10 Jul 2019, In: IEEE Access. 7, p. 108458-108473 16 p., 8758808.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  • Mining 100%
  • Planning 55%
  • Diffusion 53%
  • Patient monitoring 28%
  • Public health 25%
  15 Citations (Scopus)

• Multi-Modal Media Retrieval via Distance Metric Learning for Potential Customer Discovery

  LIU, Y., Gu, Z., Ko, T. H. & LIU, J., 10 Jan 2019, Proceedings - 2018 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2018. IEEE, p. 310-317 8 p. 8609608. (Proceedings - 2018 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2018).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Marketing 100%
  • Personnel 78%
  • Decomposition 74%
  • Costs 39%
  • Experiments 36%
  4 Citations (Scopus)

• Next Generation Technology for Epidemic Prevention and Control: Data-Driven Contact Tracking

  Chen, H., Yang, B., Pei, H. & LIU, J., Jan 2019, In: IEEE Access. 7, p. 2633-2642 10 p., 8587238.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  • Industry 100%
  • Simulation 86%
  • Viruses 40%
  • Electric power transmission networks 37%
  • Visualization 26%
  42 Citations (Scopus)

• Spatio-Temporal Patterns in Patient Arrivals and Wait Times

  Tao, L. & Liu, J., 9 May 2019, Healthcare Service Management: A Data-Driven Systems Approach. Tao, L. & Liu, J. (eds.). 1st ed. Springer Cham, p. 97–130 34 p. (Health Information Science).

  Research output: Chapter in book/report/conference proceeding › Chapter

  • Surgery 100%
  • Managers 84%

• Uncovering the relationship between point-of-interests-related human mobility and socioeconomic status

  Li, D. & LIU, J., Jun 2019, In: Telematics and Informatics. 39, p. 49-63 15 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Marketing 100%
  • Experiments 36%
  5 Citations (Scopus)

• Unifying Structural Proximity and Equivalence for Network Embedding

  Shi, B., Zhou, C., Qiu, H., Xu, X. & Liu, J., 1 Aug 2019, In: IEEE Access. 7, p. 106124-106138 15 p., 8784281.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  • Random Walk 100%
  • Mining 79%
  • Flexibility 55%
  • Vector spaces 35%
  • Factorization 34%
  13 Citations (Scopus)

• User recommendation for promoting information diffusion in social networks

  Li, D., Wang, W., Jin, C., Ma, J., Sun, X., Xu, Z., Li, S. & LIU, J., 15 Nov 2019, In: Physica A: Statistical Mechanics and its Applications. 534, 121536.

  Research output: Contribution to journal › Journal article › peer-review

  • Information Diffusion 100%
  • Social Networks 73%
  • Granularity 65%
  • Recommendations 64%
  • recommendations 63%
  7 Citations (Scopus)
• 2018

  An interview with Professor Raj Reddy on Web Intelligence (WI) and Computational Social Science (CSS)

  Zhong, N., LIU, J., Shi, Y. & Yao, Y., 2018, In: Web Intelligence. 16, 3, p. 143-146 4 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access
  5 Citations (Scopus)

• Automatic extraction of behavioral paterns for elderly mobility and daily routine analysis

  CHEN, L., CHEUNG, K. W., LIU, J. & NG, J. K. Y., Apr 2018, In: ACM Transactions on Intelligent Systems and Technology. 9, 5, 54.

  Research output: Contribution to journal › Journal article › peer-review

  • Smart Home 100%
  • Methodology 49%
  • Trajectories 47%
  • Flow graphs 44%
  • Finite automata 36%
  11 Citations (Scopus)

• Bayesian network structure learning: The two-step clustering-based algorithm

  Zhang, Y., Liu, J. & Liu, Y., 8 Feb 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 8183-8184 2 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 32, no. 1).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Bayesian networks 100%
  • Learning algorithms 40%

• Constructing weighted networks based on EEG data segmentation for brain wave pattern recognition

  Zhang, H. L., Li, X., LIU, J. & CHEUNG, Y. M., 8 Jun 2018, Proceedings - 2018 10th International Conference on Advanced Computational Intelligence, ICACI 2018. IEEE, p. 852-855 4 p. (Proceedings - 2018 10th International Conference on Advanced Computational Intelligence, ICACI 2018).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Electroencephalography 100%
  • Weighted Networks 93%
  • Segmentation 76%
  • Pattern Recognition 71%
  • Brain 69%
  2 Citations (Scopus)

• Foundations of Intelligent Systems: 24th International Symposium, ISMIS 2018, Limassol, Cyprus, October 29–31, 2018, Proceedings

  LIU, J. (ed.), Ceci, M. (ed.), Japkowicz, N. (ed.), Papadopoulos, G. A. (ed.) & Raś, Z. W. (ed.), 2018, Springer Cham. 464 p. (Lecture Notes in Computer Science; vol. 11177)

  Research output: Book/Report › Book or report › peer-review

  • Intelligent systems 100%
  • Medical informatics 67%
  • Data Science 65%
  • Sentiment analysis 54%
  • Bioinformatics 53%

• Group sparse Bayesian learning for active surveillance on epidemic dynamics

  Pei, H., Yang, B., Liu, J. & Dong, L., 8 Feb 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 800-807 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 32, no. 1).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Nonlinear dynamical systems 100%
  • Learning algorithms 63%
  • Monitoring 42%
  15 Citations (Scopus)

• Identifying key bird species and geographical hotspots of avian influenza A (H7N9) virus in China

  Shi, B., Zhan, X. M., Zheng, J. X., Qiu, H., Liang, D., Ye, Y. M., Yang, G. J., Liu, Y. & Liu, J., 11 Oct 2018, In: Infectious Diseases of Poverty. 7, 1, 97.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  • H7N9 Subtype Influenza A Virus 100%
  • Influenza in Birds 78%
  • Influenza A virus 70%
  • Birds 68%
  • contagious disease 62%
  6 Citations (Scopus)

• Message from SocialCom 2018 Chairs

  Liu, J., Yang, J., Lee, W., Caton, S. & Wang, Y., Dec 2018, Proceedings - 16th IEEE International Symposium on Parallel and Distributed Processing with Applications, 17th IEEE International Conference on Ubiquitous Computing and Communications, 8th IEEE International Conference on Big Data and Cloud Computing, 11th IEEE International Conference on Social Computing and Networking and 8th IEEE International Conference on Sustainable Computing and Communications, ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018. IEEE, p. XXXIII 1 p. (Proceedings - IEEE International Conference on Parallel & Distributed Processing with Applications, Ubiquitous Computing & Communications, Big Data & Cloud Computing, Social Computing & Networking, Sustainable Computing & Communications (ISPA/IUCC/BDCloud/SocialCom/SustainCom)).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding

  Open Access

• Motif-aware diffusion network inference

  Tan, Q., LIU, Y. & LIU, J., 2018, Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Proceedings. Webb, G. I., Phung, D., Ganji, M., Rashidi, L., Tseng, V. S. & Ho, B. (eds.). Springer Verlag, p. 638-650 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10939 LNAI).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Profile 100%
  • Social Networks 94%
  • Learning 70%
  • Vertex of a graph 66%
  • Information Diffusion 64%
  3 Citations (Scopus)

• Optimally estimating the sample mean from the sample size, median, mid-range, and/or mid-quartile range

  LUO, D., WAN, X., LIU, J. & TONG, T., Jun 2018, In: Statistical Methods in Medical Research. 27, 6, p. 1785-1805 21 p.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  • Quartile 100%
  • Evidence-Based Medicine 75%
  • Sample mean 72%
  • Sample Size 59%
  • Evidence 55%
  1400 Citations (Scopus)

• Partially observable reinforcement learning for sustainable active surveillance

  Chen, H., Yang, B. & LIU, J., 2018, Knowledge Science, Engineering and Management - 11th International Conference, KSEM 2018, Proceedings. Liu, W., Giunchiglia, F. & Yang, B. (eds.). Springer Verlag, p. 425-437 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11062 LNAI).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Reinforcement Learning 100%
  • Surveillance 86%
  • Reinforcement learning 66%
  • Classifiers 47%
  • Crime 39%
  6 Citations (Scopus)

• Preface

  Ceci, M., Japkowicz, N., LIU, J., Papadopoulos, G. A. & Raś, Z. W., 2018, In: Lecture Notes in Computer Science. 11177 LNAI, p. v-vi 2 p.

  Research output: Contribution to journal › Editorial

• Public health surveillance with incomplete data - Spatio-temporal imputation for inferring infectious disease dynamics

  Tan, Q., LIU, J., SHI, B., LIU, Y. & Zhou, X. N., 24 Jul 2018, Proceedings - 2018 IEEE International Conference on Healthcare Informatics, ICHI 2018. IEEE, p. 255-264 10 p. 8419369. (Proceedings - 2018 IEEE International Conference on Healthcare Informatics, ICHI 2018).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Public Health Surveillance 100%
  • Public health 81%
  • Communicable Diseases 59%
  • Disease control 20%
  • Epidemics 17%
  2 Citations (Scopus)

• Semi-Supervised Ensemble Clustering Based on Selected Constraint Projection

  Yu, Z., Luo, P., LIU, J., Wong, H. S., You, J., Han, G. & Zhang, J., 1 Dec 2018, In: IEEE Transactions on Knowledge and Data Engineering. 30, 12, p. 2394-2407 14 p., 8323237.

  Research output: Contribution to journal › Journal article › peer-review

  • Ensemble 100%
  • Clustering 95%
  • Projection 74%
  • Statistical tests 58%
  • Weighting 50%
  46 Citations (Scopus)
• 2017

  A comparative study on swarm intelligence for structure learning of Bayesian networks

  Ji, J., Yang, C., LIU, J., Liu, J. & Yin, B., 1 Nov 2017, In: Soft Computing. 21, 22, p. 6713-6738 26 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Swarm Intelligence 100%
  • Structure Learning 93%
  • Bayesian Networks 75%
  • Swarm intelligence 71%
  • Comparative Study 67%
  11 Citations (Scopus)

• A Component-Based Diffusion Model with Structural Diversity for Social Networks

  Bao, Q., CHEUNG, K. W., ZHANG, Y. & LIU, J., Apr 2017, In: IEEE Transactions on Cybernetics. 47, 4, p. 1078-1089 12 p., 7437433.

  Research output: Contribution to journal › Journal article › peer-review

  • Blogs 100%
  • Structural dynamics 92%
  • Electric network analysis 84%
  • Redundancy 70%
  34 Citations (Scopus)

• Adaptive Ensembling of Semi-Supervised Clustering Solutions

  Yu, Z., Kuang, Z., LIU, J., Chen, H., Zhang, J., You, J., Wong, H. S. & Han, G., Aug 2017, In: IEEE Transactions on Knowledge and Data Engineering. 29, 8, p. 1577-1590 14 p., 7904723.

  Research output: Contribution to journal › Journal article › peer-review

  • Semi-supervised Clustering 100%
  • Genes 51%
  • Adaptive Processes 42%
  • Ensemble 40%
  • Machine learning 39%
  51 Citations (Scopus)

• Application of bio-inspired control of AmphiHex-I in detection of Oncomelania hupensis, the amphibious snail intermediate host of Schistosoma japonicum

  Zhou, Y., Zhong, B., Fang, T., LIU, J., Zhou, X. & Zhang, S., 2017, In: Industrial Robot. 44, 2, p. 242-250 9 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Biocontrol 100%
  • Robots 36%
  • Public health 22%
  • Remote control 19%
  • Nonlinear equations 10%
  5 Citations (Scopus)

• Bayesian Nominal Matrix Factorization for Mining Daily Activity Patterns

  CHEN, L., CHEUNG, K. W., LIU, J. & NG, J. K. Y., 12 Jan 2017, Proceedings - 2016 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2016. IEEE, p. 335-342 8 p. 7817071. (Proceedings - 2016 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2016).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Factorization 100%
  • Labels 53%
  • Smart sensors 15%
  • Sensors 12%
  • Statistical Models 11%
  1 Citation (Scopus)

• Brand key asset discovery via cluster-wise biased discriminant projection

  Liu, Y., Gu, Z., Ko, T. H. & Liu, J., 23 Aug 2017, Proceedings - 2017 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2017. Association for Computing Machinery (ACM), p. 284-290 7 p. (Proceedings - 2017 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2017).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Marketing 100%
  • Experiments 36%
  3 Citations (Scopus)

• Characterizing and Discovering Spatiotemporal Social Contact Patterns for Healthcare

  Yang, B., Pei, H., Chen, H., LIU, J. & Xia, S., 1 Aug 2017, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 39, 8, p. 1532-1546 15 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Healthcare 100%
  • Contact 69%
  • Tensors 60%
  • Deconvolution 47%
  • Spatial Pattern 43%
  11 Citations (Scopus)

• Extracting sample data based on poisson distribution

  Zhang, H. L., LIU, J., Li, T., Xue, Y., Xu, S. & Chen, J., 14 Nov 2017, Proceedings of 2017 International Conference on Machine Learning and Cybernetics, ICMLC 2017. IEEE, p. 374-378 5 p. (Proceedings of 2017 International Conference on Machine Learning and Cybernetics, ICMLC 2017; vol. 2).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Poisson distribution 100%
  • Sampling 50%
  • Big data 21%
  • Normal distribution 13%
  • Data Analytics 13%
  9 Citations (Scopus)

• Network-Based Modeling for Characterizing Human Collective Behaviors during Extreme Events

  Gao, C. & LIU, J., Jan 2017, In: IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans. 47, 1, p. 171-183 13 p., 7586100.

  Research output: Contribution to journal › Journal article › peer-review

  • Risk perception 100%
  • Earthquakes 28%
  • Dynamical systems 27%
  • Uncertainty 20%
  90 Citations (Scopus)

• Ontology-based graph visualization for summarized view

  HUANG, X., CHOI, K. K., XU, J., CHEUNG, K. W., Zhang, Y. & LIU, J., 6 Nov 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 2115-2118 4 p. (International Conference on Information and Knowledge Management, Proceedings; vol. Part F131841).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Summarization 100%
  • Visualization 73%
  • Ontology 69%
  • Graph 65%
  • Greedy Algorithm 49%
  3 Citations (Scopus)

• Social Collaborative Filtering by Trust

  Yang, B., Lei, Y., LIU, J. & Li, W., 1 Aug 2017, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 39, 8, p. 1633-1647 15 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Collaborative Filtering 100%
  • Collaborative filtering 66%
  • Recommendations 39%
  • Recommender systems 19%
  • Factorization 19%
  383 Citations (Scopus)

• Systems thinking in combating infectious diseases

  Xia, S., Zhou, X. N. & LIU, J., 11 Sept 2017, In: Infectious Diseases of Poverty. 6, 1, 144.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  • Systems Analysis 100%
  • contagious disease 86%
  • Communicable Diseases 75%
  • Infectious Disease Transmission 35%
  • Parasites 24%
  13 Citations (Scopus)

• 如何实现从样本量、中位数、极值或四分位数到均数与标准差的转换

  罗德惠, 万翔, 刘际明 & 童铁军, Nov 2017, In: 中国循证医学杂志. 17, 11, p. 1350-1356 7 p.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  • Sample Size 100%
  • Statistics 43%
  18 Citations (Scopus)
• 2016

  Adaptive noise immune cluster ensemble using affinity propagation

  Yu, Z., Han, G., Li, L., LIU, J. & Zhang, J., May 2016, 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016. IEEE, p. 1454-1455 2 p. 7498371. (2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Affine transformation 100%
  • Propagation 96%
  • Learning systems 90%
  • Ensemble 87%
  • Ensemble Learning 39%
  3 Citations (Scopus)

• AmphiHex-I: Locomotory Performance in Amphibious Environments with Specially Designed Transformable Flipper Legs

  Zhang, S., Zhou, Y., Xu, M., Liang, X., LIU, J. & Yang, J., Jun 2016, In: IEEE/ASME Transactions on Mechatronics. 21, 3, p. 1720-1731 12 p., 7296639.

  Research output: Contribution to journal › Journal article › peer-review

  • Propulsion 100%
  • Robots 94%
  • Substrates 51%
  • Disasters 34%
  • Kinematics 28%
  62 Citations (Scopus)

• A Multiagent Evolutionary Method for Detecting Communities in Complex Networks

  Ji, J., Jiao, L., Yang, C. & LIU, J., 1 Nov 2016, In: Computational Intelligence. 32, 4, p. 587-614 28 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Complex Networks 100%
  • Complex networks 86%
  • Community 85%
  • Community Structure 64%
  • Community Detection 32%
  5 Citations (Scopus)

• A New Distance Metric for Unsupervised Learning of Categorical Data

  Jia, H., CHEUNG, Y. M. & LIU, J., May 2016, In: IEEE Transactions on Neural Networks and Learning Systems. 27, 5, p. 1065-1079 15 p., 7120127.

  Research output: Contribution to journal › Journal article › peer-review

  • Unsupervised learning 100%
  • Learning algorithms 72%
  84 Citations (Scopus)

• Bacterial foraging optimization using novel chemotaxis and conjugation strategies

  Yang, C., Ji, J., LIU, J. & Yin, B., 1 Oct 2016, In: Information Sciences. 363, p. 72-95 24 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Chemotaxis 100%
  • Foraging 82%
  • Conjugation 57%
  • Optimization 41%
  • Strategy 38%
  30 Citations (Scopus)

• Complex social network partition for balanced subnetworks

  Zhang, H. L., LIU, J., Feng, C., Pang, C., Li, T. & He, J., 31 Oct 2016, 2016 International Joint Conference on Neural Networks, IJCNN 2016. IEEE, p. 4177-4182 6 p. 7727744. (Proceedings of the International Joint Conference on Neural Networks; vol. 2016-October).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Complex networks 100%
  • Electric network analysis 49%
  • Network theory (graphs) 19%
  • Normal distribution 17%
  • Data mining 13%
  4 Citations (Scopus)

• Efficient vaccine distribution based on a hybrid compartmental model

  Yu, Z., Liu, J., Wang, X., Zhu, X., Wang, D. & Han, G., 27 May 2016, In: PLoS ONE. 11, 5, 23 p., e0155416.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  • vaccines 100%
  • Vaccines 87%
  • Epidemics 60%
  • Vaccination 55%
  • Time 41%
  9 Citations (Scopus)

• Exploring the Genetic Patterns of Complex Diseases via the Integrative Genome-Wide Approach

  Teng, B., YANG, C., LIU, J., Cai, Z. & WAN, X., 1 May 2016, In: IEEE/ACM Transactions on Computational Biology and Bioinformatics. 13, 3, p. 557-564 8 p., 7164310.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  File

  • Genome 100%
  • Genomics 94%
  • Heritability 36%
  • Datasets 30%
  • Statistics 20%
  8 Citations (Scopus)

  3 Downloads (Pure)