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  • 2017

    Deployment of churn prediction model in financial services industry

    CHU, C., XU, G., BROWNLOW, J. & FU, B., Jan 2017, Proceedings of 2016 International Conference on Behavioral, Economic, Socio, Cultural Computing. IEEE

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    7 Citations (Scopus)

  • Diversifying personalized recommendation with user-session context

    HU, L., CAO, L., WANG, S., XU, G., CAO, J. & GU, Z., 2017, Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence (IJCAI-17). Vienna, Austria: International Joint Conferences on Artificial Intelligence, p. 1858-1864

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    101 Citations (Scopus)

  • Exploiting geographical location for team formation in social coding sites

    HAN, Y., WAN, Y., CHEN, L., XU, G. & WU, J., 2017, Advances in knowledge discovery and data mining: 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, proceedings, part I. KIM, J., SHIM, K., CAO, L., LEE, J.-G., LIN, X. & MOON, Y.-S. (eds.). Cham: Springer, p. 499-510

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    11 Citations (Scopus)

  • Knowledge or gaming? Cognitive modelling based on multiple-attempt response

    WU, R., XU, G., CHEN, E., LIU, Q. & NG, W., 2017, Proceedings of the 26th International Conference on World Wide Web Companion. Geneva, Switzerland: International World Wide Web Conferences Steering Committee, p. 321-329

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    Open Access
    23 Citations (Scopus)

  • Latent factor analysis for low-dimensional implicit preference prediction

    ZHOU, Z., XU, G., ZHU, X. & LIU, S., Jul 2017, Proceedings of 4th International Conference on Behavioral, Economic, and Socio-Cultural Computing, BESC 2017. USA: IEEE

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

  • Music recommendation via heterogeneous information graph embedding

    WANG, D., XU, G. & DENG, S., Jun 2017, Proceedings of 2017 International Joint Conference on Neural Networks, IJCNN 2017. USA: IEEE, p. 596-603

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    19 Citations (Scopus)

  • Structure embedding for knowledge base completion and analytics

    ZHOU, Z., XU, G., ZHU, W., LI, J. & ZHANG, W., Jun 2017, Proceedings of 2017 International Joint Conference on Neural Networks, IJCNN 2017. IEEE, p. 737-743

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    2 Citations (Scopus)

  • The volatility of Bitcoin returns and its correlation to financial markets

    VO, N. N. Y. & XU, G., 2017, Proceedings of 4th International Conference on Behavioral, Economic, and Socio-Cultural Computing, BESC 2017. USA: IEEE, p. 1-6

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    16 Citations (Scopus)

  • Towards simplified insurance application via sparse questionnaire optimization

    LIU, S., XU, G., ZHU, X. & ZHOU, Z., 2017, Proceedings of 4th International Conference on Behavioral, Economic, and Socio-Cultural Computing, BESC 2017. DEMAZEAU, Y., GAO, J., XU, G., KOĨLAK, J., MÜLLER, K., RAZZAK, I., CHEN, H. & GU, Y. (eds.). Danvers, MA: IEEE

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    2 Citations (Scopus)

  • What comes first the co-authorship network or the citation?

    BUTLER, A., XU, G. & HE, X., Jul 2017, Proceedings of the 4th Multidisciplinary International Social Networks Conference. New York: Association for Computing Machinery, 3092133

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

  • 序一

    張仁良, Sept 2017, 教育首腦話當年. 李金鐘 (ed.). 香港: 香港教育圖書公司, p. i-iv

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

  • 2016

    An approach for automatically generating R2RML-based direct mapping from relational databases

    HAZBER, M. A. G., LI, R., XU, G. & ALALAYAH, K. M., 2016, Proceedings of Social Computing: Second International Conference of Young Computer Scientists, Engineers and Educators, ICYCSEE 2016, Harbin, China, August 20–22, 2016, Proceedings, Part I. CHE, W., HAN, Q., WANG, H., JING, W., PENG, S., LIN, J., SUN, G., SONG, X., SONG, H. & LU, Z. (eds.). Springer, p. 151-169

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    8 Citations (Scopus)

  • Applying client churn prediction modeling on home: Based care services industry

    MANONGDO, R. & XU, G., 2016, Proceedings of 2016 International Conference on Behavioral, Economic, Socio-cultural Computing, BESC. IEEE

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    1 Citation (Scopus)

  • Applying visual analytics on traditional data mining process: Quick prototype, simple expertise transformation, and better interpretation

    ZHU, X. & XU, G., 2016, Proceedings of 4th International Conference on Enterprise Systems, ES. LI, G. & YU, Y. (eds.). IEEE, p. 208-213

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    1 Citation (Scopus)

  • CoSoLoRec: Joint factor model with content, social, location for heterogeneous point-of-interest recommendation

    GUO, H., LI, X., HE, M., ZHAO, X., LIU, G. & XU, G., 2016, Knowledge science, engineering and management: 9th International Conference, KSEM 2016, Passau, Germany, October 5-7, 2016, proceedings. LEHNER, F. & FTEIMI, N. (eds.). Cham: Springer, p. 613-627

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    11 Citations (Scopus)

  • Coupled behavioral analysis for user preference-based email spamming

    JIANG, F., GAN, J., XU, Y. & XU, G., 2016, Proceedings of 2016 International Conference on Behavioral, Economic and Socio-cultural Computing (BESC). USA: IEEE

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    1 Citation (Scopus)

  • GEMRec: A graph-based emotion-aware music recommendation approach

    WANG, D., DENG, S. & XU, G., 2016, Web information systems engineering – WISE 2016: 17th International Conference, Shanghai, China, November 8-10, 2016, proceedings, part I. CELLARY, W., MOKBEL, M. F., WANG, J., WANG, H., ZHOU, R. & ZHANG, Y. (eds.). Cham: Springer, p. 92-106

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    11 Citations (Scopus)

  • Improving music recommendation using distributed representation

    WANG, D., DENG, S., LIU, S. & XU, G., Apr 2016, Proceedings of the 25th International Conference on World Wide Web. Switzerland: International World Wide Web Conferences Steering Committee, p. 125-126

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    15 Citations (Scopus)

  • Learning music embedding with metadata for context aware recommendation

    WANG, D., DENG, S., ZHANG, X. & XU, G., Jun 2016, Proceedings of the 2016 ACM International Conference on Multimedia Retrieval. New York: The Association for Computing Machinery, p. 249-253

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    27 Citations (Scopus)

  • Modeling user mobility via user psychological and geographical behaviors towards point of-interest recommendation

    CHEN, Y., LI, X., LI, L., LIU, G. & XU, G., 2016, Database systems for advanced applications: 21st International Conference, DASFAA 2016, proceedings, part I. NAVATHE, S. B., WU, W., SHEKHAR, S., DU, X., WANG, X. S. & XIONG, H. (eds.). Springer, p. 364-380

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    2 Citations (Scopus)

  • Predicting replacement of smartphones with mobile app usage

    YANG, D., WU, Z., WANG, X., CAO, J. & XU, G., 2016, Web Information Systems Engineering, WISE 2016: 17th International Conference, proceedings, part I. CELLARY , W., MOKBEL , M. F., WANG , J., WANG , H., ZHOU , R. & ZHANG, Y. (eds.). Springer, p. 343-351

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    1 Citation (Scopus)
  • 2015

    An analysis of new visitors' website behaviour before & after TV advertising

    MEDVEDIEV, K., XU, G., BERKOVSKY, S. & ONIKIENKO, Y., Dec 2015, Proceedings of 2015 International Conference on Behavioral, Economic and Socio-Cultural Computing, BESC 2015. USA: IEEE, p. 109-115

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

  • An approach for mapping relational database into ontology

    HAZBER, M. A. G., LI, R., ZHANG, Y. & XU, G., 2015, Proceedings of 2015 12th Web Information System and Application Conference, WISA 2015. USA: IEEE, p. 120-125

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    17 Citations (Scopus)

  • Cloud-based OLAP over big data: Application scenarios and performance analysis

    CUZZOCREA, A., MOUSSA, R., XU, G. & GRASSO, G. M., Jul 2015, Proceedings of 2015 IEEE/ACM 15th International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2015. Danvers, MA: Institute of Electrical and Electronics Engineers Inc., p. 921-927

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    5 Citations (Scopus)

  • Coupled matrix factorization within non-IID context

    LI, F., XU, G. & CAO, L., 2015, Advances in knowledge discovery and data mining: 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, proceedings, part II. CAO, T., LIM, E.-P., ZHOU, Z.-H., HO, T.-B., CHEUNG, D. & MOTODA, H. (eds.). Cham: Springer, p. 707-719

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    18 Citations (Scopus)

  • Coupling multiple views of relations for recommendation

    FU, B., XU, G., CAO, L., WANG, Z. & WU, Z., 2015, Advances in knowledge discovery and data mining: 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, proceedings, part I. CAO, T., LIM, E.-P., ZHOU, Z.-H., HO, T.-B., CHEUNG, D. & MOTODA, H. (eds.). Springer, p. 732-743

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    5 Citations (Scopus)

  • Hashtag biased ranking for keyword extraction from microblog posts

    LI, L., SU, C., SUN, Y., XIONG, S. & XU, G., 2015, Knowledge science, engineering and management: 8th International Conference, KSEM 2015, Chongqing, China, October 28-30, 2015, Proceedings. ZHANG, S., WIRSING, M. & ZHANG, Z. (eds.). Springer, p. 348-359

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    3 Citations (Scopus)

  • Intelligent Sybil attack detection on abnormal connectivity behavior in mobile social networks

    CHINCHORE, A., JIANG, F. & XU, G., 2015, Knowledge management in organizations: 10th International Conference, KMO 2015, Maribor, Slovenia, August 24-28, 2015, proceedings. UDEN, L., HERIČKO, M. & TING, I.-H. (eds.). Cham: Springer, p. 602-617

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    9 Citations (Scopus)

  • Learning to rank domain experts in microblogging by combining text and non-text features

    QI, L., HUANG, Y., LI, L. & XU, G., 2015, 2015 International Conference on Behavioral, Economic and Socio-Cultural Computing, BESC. IEEE, p. 28-31

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    3 Citations (Scopus)

  • Learning user preferences across multiple aspects for merchant recommendation

    LI, X., XU, G., CHEN, E. & LI, L., 2015, Proceedings of 15th IEEE International Conference on Data Mining, ICDM 2015. USA: IEEE, p. 865-870

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    12 Citations (Scopus)

  • MARS: A multi-aspect recommender system for Point-of-Interest

    LI, X., XU, G., CHEN, E. & LI, L., 2015, Proceedings of the 2015 IEEE 31st International Conference on Data Engineering, ICDE 2015. USA: IEEE, p. 1436-1439

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    10 Citations (Scopus)

  • OLAP-enabled web search of complex objects

    CUZZOCREA, A., XU, G. & GRASSO, G. M., Dec 2015, Proceedings of the 17th International Conference on Information Integration and Web-based Applications & Services. New York: Association for Computing Machinery

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

  • Semantic SPARQL query in a relational database based on ontology construction

    HAZBER, M. A. G., LI, R., GU, X., XU, G. & LI, Y., 2015, Proceedings of 2015 11th International Conference on Semantics, Knowledge and Grids, SKG 2015. Danvers, MA: IEEE, p. 25-32

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    5 Citations (Scopus)
  • 2014

    A backbone extraction method with local search for complex weighted networks

    BU, Z., WU, Z., QIAN, L., CAO, J. & XU, G., Oct 2014, Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2014. WU, X., ESTER, M. & XU, G. (eds.). Danvers, MA: Institute of Electrical and Electronics Engineers Inc., p. 85-88

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    8 Citations (Scopus)

  • A confidence-based entity resolution approach with incomplete information

    GU, Q., ZHANG, Y., CAO, J., XU, G. & CUZZOCREA, A., 2014, Proceedings of the 2014 IEEE International Conference on Data Science and Advanced Analytics, DSAA. IEEE, p. 97-103

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    2 Citations (Scopus)

  • A novel heuristic scheme for modeling and managing time bound constraints in data-intensive grid and cloud infrastructures

    CUZZOCREA, A. & XU, G., 2014, On the move to meaningful internet systems: OTM 2014 Workshops: Confederated International Workshops: OTM Academy, OTM Industry Case Studies Program, C&TC, EI2N, INBAST, ISDE, META4eS, MSC and OnToContent 2014, Amantea, Italy, October 27-31, 2014. proceedings. Berlin: Springer, p. 172-191

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

  • A spectral clustering algorithm based on hierarchical method

    CHEN, X., LIU, L., LUO, D., XU, G., LU, Y., LIU, M. & GAO, R., 2014, Agents and data mining interaction: 9th International Workshop, ADMI 2013, Saint Paul, MN, USA, May 6-7, 2013, revised selected papers. CAO, L., ZENG, Y., SYMEONIDIS, A. L., GORODETSKY, V., MÜLLER, J. P. & YU, P. S. (eds.). Berlin: Springer, p. 111-123

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

  • Bayesian heteroskedastic choice modeling on non-identically distributed linkages

    HU, L., CAO, W., CAO, J., XU, G., CAO, L. & GU, Z., Jan 2014, Proceedings of 14th IEEE International Conference on Data Mining, ICDM 2014. KUMAR, R., TOIVONEN, H., PEI, J., HUANG, J. Z. & WU, X. (eds.). Danvers, MA: IEEE, p. 851-856

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    3 Citations (Scopus)

  • Corporate governance and firm valuation in Asian emerging markets

    CHEUNG, Y. L. S., CONNELLY, J. T., ESTANISLAO, J. P., LIMPAPHAYOM, P., LU, T. & UTAMA, S., 2014, Corporate governance in emerging markets: Theories, practices and cases. BOUBAKER, S. & NGUYEN, D. K. (eds.). Berlin, Heidelberg: Springer, p. 27-53

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    19 Citations (Scopus)

  • Coupled item-based matrix factorization

    LI, F., XU, G. & CAO, L., 2014, Web information systems engineering -- WISE 2014: 15th International Conference, Thessaloniki, Greece, October 12-14, 2014, proceedings, part I. BENATALLAH, B., BESTAVROS, A., MANOLOPOULOS, Y., VAKALI, A. & ZHANG, Y. (eds.). Cham: Springer, p. 1-14

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    10 Citations (Scopus)

  • Dedication

    LEE, C. K. J., 2014, Asia’s high performing education systems: The case of Hong Kong. MARSH, C. & LEE, J.C.-K. (eds.). New York: Routledge, p. ix-x

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

  • Deep modeling of group preferences for group-based recommendation

    HU, L., CAO, J., XU, G., CAO, L., GU, Z. & CAO, W., 2014, Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence. USA: AAAI press, p. 1861-1867

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    96 Citations (Scopus)

  • Heterogeneous metric learning with content-based regularization for software artifact retrieval

    WU, L., DU, L., LIU, B., XU, G., GE, Y., FU, Y., LI, J., ZHOU, Y. & XIONG, H., 2014, Proceedings of 14th IEEE International Conference on Data Mining, ICDM 2014. USA: IEEE, p. 610-619

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    11 Citations (Scopus)

  • Identifying domain-dependent influential microblog users: A post-feature based approach

    LIU, N., LI, L., XU, G. & YANG, Z., 2014, Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence. USA: AAAI press, p. 3122-3123

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    18 Citations (Scopus)

  • Mining user tasks from print logs

    LI, X., ZHANG, L., LUO, P., CHEN, E., XU, G., ZONG, Y. & GUAN, C., Sept 2014, Proceedings of 2014 International Joint Conference on Neural Networks, IJCNN. IEEE, p. 1250-1257

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    3 Citations (Scopus)

  • The application of cartesian-join of bloom filters to supporting membership query of multidimensional data

    WANG, Z., LUO, T., XU, G. & WANG, X., Sept 2014, Proceedings of 2014 IEEE International Congress on Big Data, BigData Congress 2014. CHEN, P. & JAIN, H. (eds.). Danvers, MA: IEEE, p. 288-295

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    6 Citations (Scopus)

  • Towards a framework for supporting web search of complex objects via multidimensional paradigms

    CUZZOCREA, A. & XU, G., 2014, Proceedings of 14th International Conference on Computational Science and Its Applications, ICCSA 2014. APDUHAN, B., ROCHA, A. M., MISRA, S., TANIAR, D., GERVASI, O. & MURGANTE, B. (eds.). Danvers, MA: IEEE, p. 217-220

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    1 Citation (Scopus)
  • 2013

    A new indexing technique for supporting by-attribute membership query of multidimensional data

    WANG, Z., LUO, T., XU, G. & WANG, X., 2013, Web-Age Information Management: WAIM 2013 International Workshops: HardBD, MDSP, BigEM, TMSN, LQPM, BDMS, Beidaihe, China, June 14-16, 2013. Proceedings. GAO, Y., SHIM, K., DING, Z., JIN, P., REN, Z., XIAO, Y., LIU, A. & QIAO, S. (eds.). Springer, p. 266-277

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    5 Citations (Scopus)

  • An integrated pruning criterion for ensemble learning based on classification accuracy and diversity

    FU, B., WANG, Z., PAN, R., XU, G. & DOLOG, P., 2013, 7th International Conference on Knowledge Management in Organizations: Service and cloud computing. UDEN, L., HERRERA, F., PÉREZ, J. B. & RODRÍGUEZ, J. M. C. (eds.). Berlin: Springer, p. 47-58

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    9 Citations (Scopus)

  • CGMF: Coupled group-based matrix factorization for recommender system

    LI, F., XU, G., CAO, L., FAN, X. & NIU, Z., 2013, Web information systems engineering -- WISE 2013: 14th International Conference, Nanjing, China, October 13-15, 2013, proceedings, part I. LIN, X., MANOLOPOULOS, Y., SRIVASTAVA, D. & HUANG, G. (eds.). Berlin: Springer, p. 189-198

    Research output: Chapter in Book/Report/Conference proceeding › Chapters

    10 Citations (Scopus)