Professor Xue Li

Professor

School of Information Technology and Electrical Engineering
Faculty of Engineering, Architecture and Information Technology
xueli@itee.uq.edu.au
+61 7 336 52379

Overview

Professor Xue Li's research interests are in: Database Systems and Applications and Social Computing.

He received his PhD from Queensland University of Technology in 1997. His current research projects are in the fields of:

Opinion Analysis from Social Media, Big Data Analytics, Knowledge Discovery from Sequences, Mining Distributed, High-Speed, Time-Variant Data Streams

Research Interests

  • Knowledge Discovery from Long Temporal Event Sequences
    Given a large collection of temporal events, how do we find the event patterns that lead to a certain type of events? How do we benchmark our findings? This research is to develop the efficient algorithms to discover the causal relationship between the given event types and the long temporal yet multidimensional event patterns.
  • Social Computing
    Social opinions are now reflected by social media in all aspects: trends of pop music, fashions, politics, financial markets, nature disaster responses, sales of products and services. For example, in government elections, people’s feelings may affect the swings of votes of political parties; in real estate business, people’s attitudes may cause changes to local house pricing; in stock market, people’s moods may influence the values of stock shares. Therefore, we need to understand or predict the trend of changes of the organizational performances based on the social opinions. In social networks, people are associated as friends, followers, or fans. In our research we discover social opinions based on the social network structures. Our research deals with the following challenges: 1. How to identify target objects and their properties from social media? For example, people may comment a restaurant: "the food is good, but the service is bad". In this case, we need to understand an object with a hierarchical structure. 2. How to identify social opinions from social media? Sometimes people may express their opinions without using any sentimental words. 3. How to predict the quantifiable performance for a give object (product, service, election, or organization)? Once we have the historical performance data, we should use data fusion techniques to predict the performance that can be affected by social opinions. 4. How to compare and contrast the social opinions expressed on different organizations? 5. How to detect spamming opinions? We are constructing an Opinion Search Engine (OSE), similar to the Google Search Engine, instead of searching for Web pages, we search for people’s opinions on any given objects.
  • Mining Distributed, High-Speed, Time-Variant Data Streams
    With the high-speed and large volume of data generation, the data mining research community is facing an unprecedented challenge to provide data mining outcomes for instant decision support. Getting access to derived information from multiple, dynamically changing data is vital for many business, science and security services. This project aims to investigate selected aspects of the new generation of data mining problems; consider maintenance-based methods for rules and patterns discovery, provide a comparative study on different solutions. We concentrate on two major issues in this project; a Stream Data Transformation (SDT) approach for evaluation and if required, transformation of raw data into a required format, making the streams data-mining-ready; and the Data Mining Methods (DMM), designing and developing methods for fast data streams.

Qualifications

  • Bachelor of Sciences, Chongqing
  • Master of Sciences, The University of Queensland
  • PhD, Queensland University of Technology

Publications

View all Publications

Supervision

  • Doctor Philosophy

  • Doctor Philosophy

  • Doctor Philosophy

View all Supervision

Publications

Book

Book Chapter

  • Nahar, Vinita, Li, Xue and Pang, Chaoyi (2014). Cyberbullying validation. In Handbook on bullying: prevalence, psychological impacts and intervention strategies (pp. 233-257) New York, NY, United States: Nova Science Publishers.

  • Mo, John P. T. and Li, Xue (2010). Event management of RFID data streams: Fast moving consumer goods supply chains. In Damith C. Ranasinghe, Quan Z. Sheng and Sherali Zeadally (Ed.), Unique radio innovation for the 21st Century: Building scalable and global RFID networks (pp. 89-109) Berlin, Heidelberg: Springer-Verlag. doi:10.1007/978-3-642-03462-6

  • Li, Xue (2009). Database clustering methods. In Encyclopedia of Database Systems (pp. 699-700) United States: Springer.

  • Ding-Yi Chen, Xue Li, Zhao Yang Dong and Xia Chen (2009). Incremental learning for interactive e-mail filtering. In David Rine and Ghazi Alkhatib (Ed.), Agent technologies and web engineering: Applications and systems (pp. 134-152) Hershey, PA, U.S.A.: IGI Global. doi:10.4018/978-1-60566-618-1.ch008

  • Li, Xue (2009). K-Means and K-Medoids. In Ling Liu and M. Tamer Özsu (Ed.), Encyclopedia of Database Systems (pp. 1588-1589) United States: Springer.

  • Li, X. (2003). Intelligent Business Portals. In N. Shi and V. Murthy (Ed.), Architectural Issues of Web-Enabled Electronic Business 1 ed. (pp. 40-51) London: Idea Group Publishing.

Journal Article

Conference Publication

  • Li, Xue, Zhao, Xin and Zhong, Mingyang (2017). Advancing public health genomics. In: 2016 International Workshop on Big Data and Information Security, IWBIS 2016. 2016 International Workshop on Big Data and Information Security, IWBIS 2016, Jakarta, Indonesia, (15-18). 18 - 19 October 2016. doi:10.1109/IWBIS.2016.7872883

  • Chen, Hongxu, Yin, Hongzhi, Li, Xue, Wang, Meng, Chen, Weitong and Chen, Tong (2017). People opinion topic model: opinion based user clustering in social networks. In: Proceedings of the 26th International Conference on World Wide Web Companion. International Conference on World Wide Web Companion, Perth, Australia, (1353-1359). 3-7 April 2017. doi:10.1145/3041021.3051159

  • Wang, Sen, Nie, Feiping, Chang, Xiaojun, Li, Xue, Sheng, Quan Z. and Yao, Lina (2017). Uncovering locally discriminative structure for feature analysis. In: Paolo Frasconi, Niels Landwehr, Giuseppe Manco and Jilles Vreeken, 15th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2016. 15th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2016, Riva del Garda, Italy, (281-295). 19 - 23 September 2016. doi:10.1007/978-3-319-46128-1_18

  • Utomo, Chandra, Li, Xue and Wang, Sen (2016). Classification based on compressive multivariate time series. In: Databases Theory and Applications - 27th Australasian Database Conference, ADC 2016, Proceedings. 27th Australasian Database Conference on Databases Theory and Applications, ADC 2016, Sydney Australia, (204-214). 28-29 September 2016. doi:10.1007/978-3-319-46922-5_16

  • Al-Maskari, Sanad, Belisle, Eve, Li, Xue, Le Digabel, Sebastien, Nawahda, Amin and Zhong, Jiang (2016). Classification with quantification for air quality monitoring. In: James Bailey, Latifur Khan, Takashi Washio, Gillian Dobbie, Joshua Zhexue Huang and Ruili Wang, Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia Conference, PAKDD 2016, Proceedings. 20th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2016, Auckland, New Zealand, (578-590). 19 - 22 April 2016. doi:10.1007/978-3-319-31753-3_46

  • Wang, Xianzhi, Sheng, Quan Z., Yao, Lina, Li, Xue, Fang, Xiu Susie, Xu, Xiaofei and Benatallah, Boualem (2016). Empowering truth discovery with multi-truth prediction. In: Proceedings of the 25th ACM International Conference on Information and Knowledge Management. 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, United States, (881-890). 24 - 28 October 2016. doi:10.1145/2983323.2983767

  • Ruan, Wenjie, Sheng, Quan Z., Xu, Peipei, Tran, Nguyen Khoi, Falkner, Nickolas J. G., Li, Xue and Zhang, Wei Emma (2016). Forecasting seasonal time series using weighted gradient RBF network based autoregressive model. In: Proceedings of the 25th ACM International Conference on Information and Knowledge Management. 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, United States, (2021-2024). 24 - 28 October 2016. doi:10.1145/2983323.2983899

  • Yao, Lina, Sheng, Quan Z., Li, Xue, Wang, Sen, Gu, Tao, Ruan, Wenjie and Zou, Wan (2016). Freedom: online activity recognition via dictionary-based sparse representation of RFID sensing data. In: Proceedings - 15th IEEE International Conference on Data Mining, ICDM 2015. 15th IEEE International Conference on Data Mining, ICDM 2015, Atlantic City, United States, (1087-1092). 14-17 November 2015. doi:10.1109/ICDM.2015.102

  • Yao, Lina, Nie, Feiping, Sheng, Quan Z., Gu, Tao, Li, Xue and Wang, Sen (2016). Learning from less for better: semi-supervised activity recognition via shared structure discovery. In: UbiComp 2016 - Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing. 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp 2016, Heidelberg, Germany, (13-24). 12-16 September 2016. doi:10.1145/2971648.2971701

  • Tang, Xin, Huang, Wei, Li, Xue, Li, Shengli and Liu, Yuewen (2016). Outlier detection via minimum spanning tree. In: Proceeding of the 20th Pacific Asia Conference on Information Systems (PACIS 2016). Pacific Asia Conference on Information Systems, PACIS, Chiayi, Taiwan, (). 27 June - 1 July 2016.

  • Wang, Xianzhi, Sheng, Quan Z., Yao, Lina, Li, Xue, Fang, Xiu Susie, Xu, Xiaofei and Benatallah, Boualem (2016). Truth discovery via exploiting implications from multi-source data. In: Proceedings of the 25th ACM International Conference on Information and Knowledge Management. 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, United States, (861-870). 24 - 28 October 2016. doi:10.1145/2983323.2983791

  • Yao, Lina, Sheng, Quan Z., Ruan, Wenjie, Li, Xue, Wang, Sen and Yang, Zhi (2016). Unobtrusive posture recognition via online learning of multi-dimensional RFID received signal strength. In: 21st IEEE International Conference on Parallel and Distributed Systems, ICPADS 2015. 2015 IEEE 21st International Conference on Parallel and Distributed Systems, ICPADS 2015, Melbourne, Victoria, Australia, (116-123). 14- 17 December 2015. doi:10.1109/ICPADS.2015.23

  • Ruan, Wenjie, Xu, Peipei, Sheng, Quan Z., Tran, Nguyen Khoi, Falkner, Nickolas J. G., Li, Xue and Zhang, Wei Emma (2016). When sensor meets tensor: filling missing sensor values through a tensor approach. In: Proceedings of the 25th ACM International Conference on Information and Knowledge Management. 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, United States, (2025-2028). 24 - 28 October 2016. doi:10.1145/2983323.2983900

  • Wang, Xianzhi, Sheng, Quan Z., Fang, Xiu Susie, Yao, Lina, Xu, Xiaofei and Li, Xue (2015). An integrated Bayesian approach for effective multi-truth discovery. In: CIKM 2015 - Proceedings of the 24th ACM International Conference on Information and Knowledge Management. 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, Australia, (493-502). 19-23 October 2015. doi:10.1145/2806416.2806443

  • Wang, Xianzhi, Sheng, Quan Z., Fang, Xiu Susie, Li, Xue, Xu, Xiaofei and Yao, Lina (2015). Approximate truth discovery via problem scale reduction. In: CIKM 2015 - Proceedings of the 24th ACM International Conference on Information and Knowledge Management. 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, Australia, (503-512). 19-23 October 2015. doi:10.1145/2806416.2806444

  • Unankard, Sayan, Li, Xue and Long, Guodong (2015). Invariant event tracking on social networks. In: Matthias Renz, Cyrus Shahabi, Xiaofang Zhou and Muhammad Aamir Cheema, Database Systems for Advanced Applications - 20th International Conference, DASFAA 2015, Hanoi, Vietnam, April 20-23, 2015 Proceedings, Part II. 20th International Conference on Database Systems for Advanced Applications, DASFAA 2015, Hanoi, Vietnam, (517-521). 20-23 April 2015. doi:10.1007/978-3-319-18123-3_31

  • Wang, Sen, Nie, Feiping, Chang, Xiaojun, Yao, Lina, Li, Xue and Sheng, Quan Z. (2015). Unsupervised feature analysis with class margin optimization. In: Annalisa Appice, Pedro Pereira Rodrigues, Vítor Santos Costa, Carlos Soares, João Gama and Alípio Jorge, Machine Learning and Knowledge Discovery in Databases, Part I. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Porto, Portugal, (383-398). 7-11 Sep 2015. doi:10.1007/978-3-319-23528-8_24

  • Al-Maskari, Sanad, Li, Xue and Liu, Qihe (2014). An effective approach to handling noise and drift in electronic noses. In: Hua Wang and Mohamed A. Sharaf, Databases Theory and Applications - 25th Australasian Database Conference, ADC 2014, Proceedings. 25th Australasian Database Conference, ADC 2014, Brisbane, QLD Australia, (223-230). 14 - 16 July2014. doi:10.1007/978-3-319-08608-8_21

  • Xu, Pei, Liu, Qihe, Ye, Mao, Yang, Yi, Li, Xue and Ding, Jian (2014). Dynamic background learning through deep auto-encoder networks. In: 2014 ACM Conference on Multimedia, MM 2014. 2014 ACM Conference on Multimedia, MM 2014, Orlando, FL, United States, (107-116). 3 - 7 November 2014. doi:10.1145/2647868.2654914

  • Yao, Lina, Sheng, Quan Z., Ngu, Anne H. H., Ashman Helen and Li, Xue (2014). Exploring recommendations in Internet of Things. In: SIGIR 2014 - Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval. 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2014, Gold Coast, QLD Australia, (855-858). 6-11 July 2014. doi:10.1145/2600428.2609458

  • Chen, Ling, Li, Xue, Wang, Sen, Hu, Hsiao-Yun, Huang, Nicole, Sheng, Quan Z. and Sharaf, Mohamed (2014). Mining personal health index from annual geriatric medical examinations. In: Ravi Kumar, Hannu Toivonen, Jian Pei, Joshua Zhexue Huang and Xindong Wu, 2014 IEEE International Conference on Data Mining (ICDM). 2014 IEEE International Conference on Data Mining, Shenzhen, China, (761-766). 14-17 December 2014. doi:10.1109/ICDM.2014.32

  • Unankard, Sayan, Li, Xue, Sharaf, Mohamed, Zhong, Jiang and Li, Xueming (2014). Predicting elections from social networks based on sub-event detection and sentiment analysis. In: Boualem Benatallah, Azer Bestavros, Yannis Manolopoulos, Athena Vakali and Yanchun Zhang, Web Information Systems Engineering - WISE 2014: Proceedings Part 2. 15th International Conference on Web Information Systems Engineering (WISE 2014), Thessaloniki, Greece, (1-16). 12-14 October 2014. doi:10.1007/978-3-319-11746-1_1

  • Chang, Xiaojun, Shen, Haoquan, Wang, Sen, Liu, Jiajun and Li, Xue (2014). Semi-supervised feature analysis for multimedia annotation by mining label correlation. In: Vincent S. Tseng, Tu Bao Ho, Zhi-Hua Zhou, Arbee L. P. Chen and Hung-Yu Kao, Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia Conference, PAKDD 2014, Proceedings. 18th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2014, Tainan, Taiwan, (74-85). 13 - 16 May 2014. doi:10.1007/978-3-319-06605-9_7

  • Nahar, Vinita, Al-Maskari, Sanad, Li, Xue and Pang, Chaoyi (2014). Semi-supervised learning for cyberbullying detection in social networks. In: Hua Wang and Mohamed A. Sharaf, Databases Theory and Applications - 25th Australasian Database Conference, ADC 2014, Proceedings. 25th Australasian Database Conference, ADC 2014, Brisbane, QLD, (160-171). 14 - 16 July2014. doi:10.1007/978-3-319-08608-8_14

  • Gollapalli, Mohammed and Li, Xue (2013). A framework of Ontology Guided Data Linkage for evidence based knowledge extraction and information sharing. In: 2013 IEEE 29th International Conference on Data Engineering Workshops, ICDEW 2013. 2013 IEEE 29th International Conference on Data Engineering Workshops, ICDEW 2013, Brisbane, QLD, Australia, (294-297). 8-11 April 2013. doi:10.1109/ICDEW.2013.6547467

  • Yao, Lina, Sheng, Quan Z., Gao, Byron J., Ngu, Anne H. H. and Li, Xue (2013). A model for discovering correlations of ubiquitous things. In: Data Mining (ICDM), 2013 IEEE 13th International Conference on. 13th IEEE International Conference on Data Mining, ICDM 2013, Dallas, TX United States, (1253-1258). 7 - 10 December 2013. doi:10.1109/ICDM.2013.87

  • Wang, Sen, Xu, Zhongwen, Yang, Yi, Li, Xue, Pang, Chaoyi and Haumptmann, Alexander G. (2013). Fall detection in multi-camera surveillance videos: experimentations and observations. In: Alexia Briasouli, Jenny Benois-Pineau and Alexander Hauptmann, MIIRH 2013: Proceedings of the 1st ACM International Workshop on Multimedia Indexing and Information Retrieval for Heathcare. 1st ACM International Workshop on Multimedia Indexing and Information Retrieval for Heathcare (MIIRH 2013), Barcelona, Spain, (33-38). 22 October 2013. doi:10.1145/2505323.2505331

  • Zhao, Peng, Li, Xue and Wang, Ke (2013). Feature extraction from micro-blogs for comparison of products and services. In: Xuemin Lin, Yannis Manolopoulos, Divesh Srivastava and Guangyan Huang, Web Information Systems Engineering, WISE 2013 - 14th International Conference, Proceedings. 14th International Conference on Web Information Systems Engineering, WISE 2013, Nanjing, China, (82-91). 13 -15 October 2013. doi:10.1007/978-3-642-41230-1_7

  • Unankard, Sayan, Li, Xue and Sharaf, Mohamed A. (2013). Location-based emerging event detection in social networks. In: Yoshiharu Ishikawa, Jianzhong Li, Wei Wang, Rui Zhang and Wenjie Zhang, Web Technologies and Applications: 15th Asia-Pacific Web Conference, APWeb 2013. Proceedings. 15th Asia-Pacific Web Conference (APWeb), 2013, Sydney, Australia, (280-291). 4-6 April, 2013. doi:10.1007/978-3-642-37401-2_29

  • Chen, L., Li, X. and Han, J. (2013). MedRank: Discovering influential medical treatments from literature by information network analysis. In: Twenty-Fourth Australasian Database Conference. 24th Australasian Database Conference, ADC 2013, Adelaide, Australia, (3-12). 29 January 2013 - 1 February 2013.

  • Zhao, Xin, Wang, Sen, Li, Xue and Zhang, Hao Lan (2013). Online action recognition by template matching. In: Guangyan Huang, Xiaohui Liu, Jing He, Frank Klawonn and Guiqing Yao, Health Information Science - Second International Conference, HIS 2013, Proceedings. 2nd International Conference on Health Information Science, HIS 2013, London, United Kingdom, (269-272). 25-27 March 2013. doi:10.1007/978-3-642-37899-7_25

  • Zhao, Xin, Li, Xue, Pang, Chaoyi, Zhu, Xiaofeng and Sheng, Quan Z. (2013). Online human gesture recognition from motion data streams. In: MM 2013 - Proceedings of the 2013 ACM Multimedia Conference. 21st ACM International Conference on Multimedia, MM 2013, Barcelona, Spain, (23-32). 21-25 October 2013. doi:10.1145/2502081.2502103

  • Li, Peng, Chen, Ling, Li, Xue and Wen, Junhao (2013). RNRank: Network-based ranking on relational tuples. In: Longbing Cao, Hiroshi Motoda, Jaideep Srivastava, Ee-Peng Lim, Irwin King, Philip S. Yu, Wolfgang Nejdl, Guandong Xu, Gang Li and Ya Zhang, Behavior and Social Computing International Workshop on Behavior and Social Informatics, BSI 2013 and International Workshop on Behavior and Social Informatics and Computing, BSIC 2013. 2013 International Workshop on Behavior and Social Informatics and Computing, BSIC 2013, Beijing, Peoples R China, (139-150). 3 - 9 August 2013. doi:10.1007/978-3-319-04048-6_13

  • Wang, Sen, Yang, Yi, Ma, Zhigang, Li, Xue, Pang, Chaoyi and Hauptmann, Alexander G. (2012). Action recognition by exploring data distribution and feature correlation. In: 2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, RI, United States, (1370-1377). 16-21 June 2012. doi:10.1109/CVPR.2012.6247823

  • Cai, Hongyun, Huang, Zi, Shao, Jie and Li, Xue (2012). Context sensitive tag expansion with information inference. In: Proceedings, Part I: 17th International Conference on Database Systems for Advanced Applications, DASFAA 2012. 17th International Conference on Database Systems for Advanced Applications, DASFAA 2012, Busan, South Korea, (440-454). 15-19 April 2012. doi:10.1007/978-3-642-29038-1_32

  • Hussein, Asmaa S., Omar, Wail M., Li, Xue and Ati, Modafar (2012). Efficient Chronic Disease Diagnosis prediction and recommendation system. In: 2012 IEEE EMBS International Conference on Biomedical Engineering and Sciences (IECBES), proceedings. 2012 IEEE EMBS International Conference on Biomedical Engineering and Sciences (IECBES), Langkawi, Malaysia, (209-214). 17-19 December 2012. doi:10.1109/IECBES.2012.6498117

  • Unankard, Sayan, Chen, Ling, Li, Peng, Wang, Sen, Huang, Zi, Sharaf, Mohamed A. and Li, Xue (2012). On the prediction of re-tweeting activities in social networks – a report on WISE 2012 Challenge. In: X. Sean Wang, Isabel Cruz, Alex Delis and Guangyan Huang, Proceedings of the 13th International Conference on Web Information Systems Engineering (WISE 2012). 13th International Conference on Web Information Systems Engineering (WISE 2012), Paphos, Cyprus, (744-754). 28 - 30 November 2012. doi:10.1007/978-3-642-35063-4_61

  • Nahar, Vinita, Unankard, Sayan, Li, Xue and Pang, Chaoyi (2012). Sentiment analysis for effective detection of cyber bullying. In: Quan Z. Sheng, Guoren Wang, Christian S. Jensen and Guandong Xu, 14th Asia-Pacific Web Conference, APWeb 2012 Proceedings. 14th Asia-Pacific Web Conference, APWeb 2012, Kunming, China, (767-774). 11-13 April 2012. doi:10.1007/978-3-642-29253-8_75

  • Gollapalli, Mohammed, Li, Xue, Wood, Ian and Governatori, Guido (2011). Approximate record matching using hash grams. In: Myra Spiliopoulou, Haixun Wang, Diane Cook, Jian Pei, Wei Wang, Osmar Zaiane and Xindong Wu, Proceedings of the 11th IEEE International Conference on Data Mining Workshops (ICDM 2011). 2011 IEEE 11th International Conference on Data Mining (ICDM 2011), Vancouver Canada, (504-511). 11-14 December 2011. doi:10.1109/ICDMW.2011.33

  • He, Jiazhen, Zhang, Yang, Li, Xue and Wang, Yong (2011). Bayesian classifiers for positive unlabeled learning. In: Haixun Wang, Shijun Li, Satoshi Oyama, Xiaohua Hu and Tieyun Qian, 12th International Conference on Web-Age Information Management, WAIM 201. 12th International Conference on Web-Age Information Management, WAIM 201, Wuhan, China, (81-93). 14 - 16 September 2011. doi:10.1007/978-3-642-23535-1_9

  • Thien Wan, Au, Sadiq, Shazia and Li, Xue (2011). Exploratory study on learners' experience in an eLearning system. In: Proceedings of the Seventeenth Americas Conference on Information Systems. 17th Americas Conference on Information Systems (AMCIS 2011), Detroit, MI, United States, (209.1-209.9). 4-7 August 2011.

  • Gollapalli, Mohammed, Li, Xue, Wood, Ian and Governatori, Guido (2011). Ontology guided data linkage framework for discovering meaningful data facts. In: Advanced Data Mining and Applications. 7th International Conference on Advanced Data Mining and Applications (ADMA 2011), Beijing, China, (252-265). 17-19 December 2011. doi:10.1007/978-3-642-25856-5_19

  • Li, Xue and Chen, Ling (2011). Recommendations based on network analysis. In: ICACSIS 2011 - 2011 International Conference on Advanced Computer Science and Information Systems, Proceedings. 2011 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2011, Jakarta, Indonesia, (9-16). 17-18 December 2011.

  • Zhong, Jiang, Deng, Xiongbing, Liu, Jie, Li, Xue and Liang, Chuanwei (2010). A novel Chinese text feature selection method based on probability latent semantic analysis. In: Liqing Zhang, Bao-Liang Lu and James Kwok, Advances in Neural Networks - ISNN 2010. The Seventh International Symposium on Neural Networks (ISNN 2010), Shangai, China, (276-281). 6-9 June, 2010. doi:10.1007/978-3-642-13318-3_35

  • Qin, XJ, Zhang, Y, Li, X and Wang, Y (2010). Associative classifier for uncertain data. In: Web-Age Information Management. 11th International Conference on Web-Age Information Management (WAIM 2010), Jiuzhaigou, China, (692-703). 15-17 July 2010. doi:10.1007/978-3-642-14246-8_66

  • Pan, SR, Wu, KA, Zhang, Y and Li, X (2010). Classifier ensemble for uncertain data stream classification. In: Advances in Knowledge Discovery and Data Mining: Proceedings of the 14th Pacific-Asia Conference (PAKDD 2010). 14th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2010), Hyderabad, India, (488-495). 21-24 June 2010. doi:10.1007/978-3-642-13657-3_52

  • He, Jiazhen, Zhang, Yang, Li, Xue and Wang, Yong (2010). Naive Bayes classifier for positive unlabeled learning with uncertainty. In: Proceedings of the Tenth SIAM International Conference on Data Mining. The Tenth SIAM International Conference on Data Mining (SDM10), Columbus, Ohio, United States, (361-372). 29 April - 1 May 2010.

  • Wan, Au Thien, Sadiq, Shazia and Li, Xue (2010). On improving learning outcomes through sharing of learning experiences. In: Mohamed Jemni, Kinshuk, Demetrios Sampson and J. Michael Spector, Proceedings - 10th IEEE International Conference on Advanced Learning Technologies, ICALT 2010. 10th IEEE International Conference on Advanced Learning Technologies, ICALT 2010, Sousse, Tunisia, (461-463). 5-7 July 2010. doi:10.1109/ICALT.2010.134

  • Mahinderjit-Singh, Manmeet and Li, Xue (2009). Computational model for trust management in RFID supply chains. In: IEEE 6th International Conference on Mobile Adhoc and Sensor Systems, 2009 MASS '09. The 2009 IEEE International Symposium on Trust, Security and Privacy for Pervasive Applications, Macau, China, (734-740). 12-15 October 2009. doi:10.1109/MOBHOC.2009.5336926

  • Huanh, Zi, Shen, Heng Tao, Song, Dawei, Li, Xue and Rueger, Stefan (2009). Dimension-specific search for multimedia retrieval. In: Xiaofang Zhou, Haruo Kokota, Ke Deng and Qing Liu, Lecture Notes in Computer Science. Database Systems For Advanced Applications. 14th International Conference, DASFAA 2009, Brisbane, Australia, (693-698). 21-23 April 2009. doi:10.1007/978-3-642-00887-0

  • Au, Thien Wan, Sadiq, Shazia and Li, Xue (2009). Learning from experience: Can e-learning technology be used as a vehicle?. In: Florin Salajan, 4th International Conference on e-Learning. Abstracts. ICEL 2009: 4th International Conference on e-Learning, Toronto, Canada, (4-4). 16-17 June 2009.

  • Li, Chen, Zhang, Yang and Li, Xue (2009). OcVFDT: One-class very fast decision tree for one-class classification of data streams. In: Olufemi Abayomi Omitaomu, Proceedings of the third International Workshop on Knowledge Discovery from Sensor Data : (SensorKDD'09). 3rd International Workshop on Knowledge Discovery from Sensor Data, SensorKDD'09 in Conjunction with the 15th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD-09, Paris, France, (79-86). 28 June 2009. doi:10.1145/1601966.1601981

  • Dingyi Chen, Xue Li, Jing Liu and Xia Chen (2009). Ranking-Constrained Keyword Sequence Extraction from Web Documents. In: Athman Bouguettaya and Xuemin Lin, Australian Computer Science Communications. 20th Australasian Database Conference (ADC 2009), Wellington, New Zealand, (161-169). Jan 2009.

  • Mahinderjit-Singh, Manmeet and Li, Xue (2009). Trust framework for RFID tracking in supply chain management. In: Quan Z. Sheng, Aikaterini Mitrokotsa, Sherali Zeadally and Zakaria Maamar, ICEIS 2009. 3rd International Workshop on RFID Technology - Concepts, Applications, Challenges, Milan, Italy, (17-26). 6-7 May 2009.

  • Natwichai, J., Sun, X. and Xue, Li (2008). A heuristic data reduction approach for associative classification rule hiding. In: T-B. Ho and Z-H. Zhou, PRICAI 2008: Trends in Artificial Intelligence. PRICAI 2008: Tenth Pacific Rim International Conference on Artificial Intelligence, Hanoi, Vietnam, (140-151). 15-19 December 2008. doi:10.1007/978-3-540-89197-0_16

  • Zhu, Y., Ye, M., Liu, N., Zhao, X. and Li, X. (2008). An Intrinsic Subsequence Decomposition Algorithm for Network Intrusion Detection. In: Guo, M., Zhao, L. and Wang, L., Proceedings of the Fourth International Conference on Natural Computation, 2008. ICNC '08.. Fourth International Conference on Natural Computation, 2008, Jinan, PR China, (240-244). 18-20 Oct 2008. doi:10.1109/ICNC.2008.101

  • Harnsamut, N., Natwichai, J., Sun, X. and Li, X. (2008). Data Quality in Privacy Preservation for Associative Classification. In: Tang, C., Ling, C.X., Zhou, X, Cercone, N.J. and Xue, Li,, Advanced Data Mining and Applications. Fourth International Conference on Advanced Data Mining and Applications (ADAMA 2008), Chengu, China, (111-122). 8-10 Oct 2008. doi:10.1007/978-3-540-88192-6_12

  • Natwichai, J., Sun, X. and Li, X. (2008). Data reduction approach for sensitive associative classification rule hiding. In: Fekete, A. and Lin, X., Proceedings of the nineteenth conference on Australasian database. Database Technologies 2008, Wollongong, Australia, (23-30). 22-25 Jan 2008.

  • Nguyen, Son N., Orlowska, Maria E. and Li, Xue (2008). Graph mining based on a data partitioning approach. In: Alan Fekete and Xuemin Lin, Proceedings of the 19th Conference on Australasian Database (ADC 2008). Australasian Database Conference (ADC2008), Wollongong, Australia, (31-37). 22-25 January 2008.

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  • Ali, M, Dong, Z Y, Li, X and Zhang, P. (2006). A grid computing based approach for probablisitic load flow analysis. In: C.M. Mak and K.P. Wong, Proceedings of the 7th International Conference on Advances in Power System Control, Operation and Management. 7th International Conference on Advances in Power System Control, Operation and Management, Hong Kong, (1-7). 30 October - 2 November, 2006.

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  • Xu, Z., Ali, M., Dong, Z. Y. and Li, X. (2006). A novel grid computing approach for probabilistic small signal analysis. In: Proceedings of the 2006 IEEE Power Engineering Society General Meeting. 2006 IEEE Power Engineering Society General Meeting, Montreal, Canada, (1709449.1-1709449.8). 18-22 June, 2006.

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  • Yan, Xin, Song, Dawei and Li, Xue (2006). Concept-based document readability in domain specific information retrieval. In: V.J. Tsotras, E.A. Fox and B. Liu, ACM Fifteenth Conference on Information and Knowledge Management, Proceedings. CIKM'06 Fifteenth Conference on Information and Knowledge Management, Arlington, Virginia, USA, (540-549). 5-11 November 2006.

  • Yan, X, Li, X and Song, (2006). Document generality: its computation for ranking. In: G. Dobbie and J. Bailey, Proceedings of the Seventeenth Australiasian Database Conference (ADC2006). Seventeenth Australiasian Database Conference (ADC2006), Hobart, Australia, (109-118). 16-19 January, 2006.

  • Sun, X., Orlowska, M E and Li, X (2006). Finding frequent itemsets in high-speed data streams. In: S. Parthasarathy, 2006 SIAM Conference on Data Mining Workshop and Tutorial Proceedings. 2006 6th SIAM International Conference on Data Mining, Maryland, USA, (1-6). 20-22 April, 2006.

  • Ali, M., Dong, Z. Y., Li, X. and Zhang, P. (2006). RSA-Grid: A grid computing based framework for power system reliability and security analysis. In: Proceedings of the 2006 IEEE Power Engineering Society General Meeting. 2006 IEEE Power Engineering Society General Meeting, Montreal, Canada, (1709374.1-1709374.7). 18-22 June 2006.

  • Ding, Y. H., Li, X and Orlowska, M E (2006). Recency-based collaborative filtering. In: G. Dobbie and J. Bailey, Proceedings of 17th Australasian Database Conference (ADC2006). 17th Australasian Database Conference (ADC2006), Tasmania, Australia, (99-107). 16-19 January 2006.

  • Zhao, J., Dong, Z. Y., Li, X. and Wong, K.P (2005). A general method for electricity market price spike analysis. In: R. Jauregui and IEEE PES, Proceedings of IEEE Power Engineering Society General Meeting 2005. IEEE Power Engineering Society General Meeting, San Francisco, USA, (563-570). 12-16 July 2005.

  • Ali, M., Dong, Z. Y., Li, X. and Zhang, P. (2005). Applications of grid computing in power systems. In: M. Negnevitsky, Proceedings of the Australasian Universities Power Engineering Conference. Australasian Universities Power Engineering Conference 2005, Hobart, Australia, (396-401). 25-28 September 2005.

  • Barajas, J. and Li, X. (2005). Collaborative filtering on data streams. In: Alipio Jorge, Juis Torgo, Pavel Brazdil, Rui Camacho and Joao Gama, Knowledge Discovery in Databases: PKDD2005. 9th European Conference on Principles & Practice of Knowledge Discovery on Databases, Porto, Portugal, (429-436). 3-7 October, 2005.

  • Chen, D., Li, X., Dong, Z. Y. and Chen, X. (2005). Determining the fitness of a document model by using conflict instances. In: H.E. Williams and G. Dobbie, Proceeding of the 16th Australasian Database Conference (ADC 2005). 16th Australasian Database Conference (ADC 2005), Newcastle, Australia, (125-133). 31 January - 3 February 2005.

  • Liu, Z., Li, X. and Dong, Z. Y. (2005). Direct fingerprinting on multicasting compressed video. In: Yi-Ping Phoebe Chen, Proceedings of the 11th International Multimedia Modelling Conference (MMM'05). 11th International conference on Multimedia Modelling, MMM05, Melbourne, Australia, (76-83). 12-14 January, 2005. doi:10.1109/MMMC.2005.35

  • Yan, X., Li, X. and Song, D. (2005). Document re-ranking by generality in bio-medical information retrieval. In: A. Ngu, M. Kitsuregawa, E. Neuhold, J. Y. Chung and Q. Z. Sheng, Web Information systems Engineering - WISE 2005. 6th International Conference on Web Information Systems Engineering, New York, USA, (376-389). 20-22 November, 2005. doi:10.1007/11581062_28

  • Chen, D., Li, X., Dong, Z. Y. and Chen, X. (2005). Effectiveness of document representation for classification. In: Tjoa, A. M. and Trujillo, J., International Conference on Data Warehousing and Knowledge Discovery. 7th International Conference on Data Warehousing and Knowledge Discovery, Copenhagen, Denmark, (368-377). 22-26 August, 2005. doi:10.1007/11546849

  • Ali, Mohsin, Li, Xue and Dong, Zhao Yang (2005). Efficient spatial clustering algorithm using binary tree. In: Marcus Gallagher, James Hogan and Frederic Marie, Intelligent Data Engineering and Automated Learning - IDEAL 2005. Sixth International Conference on Intelligent Data Engineering and Automated Learning - IDEAL '05, Brisbane, Australia, (294-301). 6-8 July 2005. doi:10.1007/11508069_39

  • Sun, Xingzhi, Orlowska, Maria E. and Li, Xue (2005). Finding temporal features of event-oriented patterns. In: Tu Bao Ho, David Wai-Lok Cheung and Huan Liu, Advances in Knowledge Discovery and Data Mining: 9th Pacific-Asia Conference, PAKDD 2005. The 9th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 05), Hanoi, Vietnam, (778-784). 18-20 May 2005. doi:10.1007/11430919_91

  • Natwichai, Juggapong, Li, Xue and Orlowska, Maria E. (2005). Hiding Classification Rules for Data Sharing with Privacy Preservation. In: Tjoa, A. Min and Trujillo, Juan, Data Warehousing and Knowledge Discovery, 7th International Conference, DaWak 2005. 7th International Conference on Data Warehousing and Knowledge Discovery, Copenhagen, Denmark, (468-477). 22-26 August, 2005.

  • Ding, Yi and Li, Xue (2005). Time weight collaborative filtering. In: A. Chowdhury, N. Fuhr, M. Ronthaler, H. Schek and W. Teiken, Proceedings of the 14th ACM International Conference on Information and Knowledge Management (CIKM'05). 14th ACM International Conference on Information and Knowledge Management (CIKM'05), Bremen, Germany, (485-492). 31 October - 5 November 2005. doi:10.1145/1099554.1099689

  • Yan, Xin, Li, Xue and Song, Daqei (2004). A Correlation Analysis on LSA and HAL Semantic Space Models. In: Y. Fu, J. Han and J. Zhang, Computational and Information Science. First International Symposium, CIS 2004, Shanghai, China, (711-717). 16-18 December, 2004. doi:10.1007/b104566

  • Liu, Zeng, Li, Xue and Dong, Zhaoyang (2004). A lightweight encryption algorithm for mobile online multimedia devices. In: Xiaofang Zhou, Stanley Su, Mike P. Papazoglou, Maria E. Orlowska and Keith G. Jeffery, Web Information Systems - WISE 2004: Proceedings of the 5th International Conference on Web Information Systems Engineering. The Fifth International Conference on Web Information Systems Engineering (WISE 2004), Brisbane, Australia, (653-658). 22-24 November 2004.

  • Chen, X., Orlowska, M. E. and Li, X. (2004). A new framework of privacy preserving data sharing. In: S. Matwin, L. Chang, C. Adams and J. Zhan, Proceedings of the Fourth IEEE International Conference on Data Mining (ICDM '04). The Fourth IEEE International Conference on Data Mining (ICDM '04), Brighton, U.K., (47-56). 1-4 November 2004.

  • Liu, Zheng, Li, Xue and Dong, Zhaoyang (2004). A sensor-based multimedia authentication system. In: W. Grosky and L. Chen, Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, ICME 2004. The 2004 IEEE International Conference on Multimedia and Expo (ICME 2004), Taipei, Taiwan, (943-946). 27-30 June 2004. doi:10.1109/ICME.2004.1394357

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Edited Outputs

PhD and MPhil Supervision

Current Supervision

  • Doctor Philosophy — Principal Advisor

  • Doctor Philosophy — Principal Advisor

  • Doctor Philosophy — Principal Advisor

  • Doctor Philosophy — Principal Advisor

  • Doctor Philosophy — Principal Advisor

  • Doctor Philosophy — Principal Advisor

    Other advisors:

  • Doctor Philosophy — Principal Advisor

  • Doctor Philosophy — Principal Advisor

  • Doctor Philosophy — Principal Advisor

  • Doctor Philosophy — Principal Advisor

  • Doctor Philosophy — Principal Advisor

    Other advisors:

  • Doctor Philosophy — Principal Advisor

  • Doctor Philosophy — Associate Advisor

    Other advisors:

Completed Supervision