Skip to menu Skip to content Skip to footer

2019

Conference Publication

A multivariate ELO-based learner model for adaptive educational systems

Abdi, Solmaz, Khosravi, Hassan, Sadiq, Shazia and Gasevic, Dragan (2019). A multivariate ELO-based learner model for adaptive educational systems. 12th International Conference on Educational Data Mining, Montreal, Canada, July 2-5, 2019. International Educational Data Mining Society.

A multivariate ELO-based learner model for adaptive educational systems

2019

Conference Publication

Context-aware attention-based data augmentation for POI recommendation

Li, Yang, Luo, Yadan, Zhang, Zheng, Sadiq, Shazia and Cui, Peng (2019). Context-aware attention-based data augmentation for POI recommendation. 2019 IEEE 35th International Conference on Data Engineering Workshops (ICDEW), Macao, 8-12 April 2019. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICDEW.2019.00-14

Context-aware attention-based data augmentation for POI recommendation

2019

Conference Publication

Tracking user behaviours: Laboratory-based and in-the-wild user studies

Demartini, Gianluca and Sadiq, Shazia (2019). Tracking user behaviours: Laboratory-based and in-the-wild user studies. 24th International Conference on Database Systems for Advanced Applications, DASFAA 2019, Chiang Mai, Thailand, 22-25 April 2019. Cham, Switzerland: Springer Verlag. doi: 10.1007/978-3-030-18590-9a

Tracking user behaviours: Laboratory-based and in-the-wild user studies

2019

Conference Publication

Semi-supervised Clustering with Deep Metric Learning

Li, Xiaocui, Yin, Hongzhi, Zhou, Ke, Chen, Hongxu, Sadiq, Shazia and Zhou, Xiaofang (2019). Semi-supervised Clustering with Deep Metric Learning. 24th International Conference on Database Systems for Advanced Applications, DASFAA 2019, Chiang Mai, Thailand, 22-15 April 2019. Heidelberg, Germany: Springer . doi: 10.1007/978-3-030-18590-9_50

Semi-supervised Clustering with Deep Metric Learning

2019

Conference Publication

Collaborative generative adversarial network for recommendation systems

Tong, Yuzhen, Luo, Yadan, Zhang, Zheng, Sadiq, Shazia and Cui, Peng (2019). Collaborative generative adversarial network for recommendation systems. 2019 IEEE 35th International Conference on Data Engineering Workshops (ICDEW), Macao, 8-12 April 2019. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICDEW.2019.00-16

Collaborative generative adversarial network for recommendation systems

2019

Conference Publication

Responsible process mining - a data quality perspective

Wynn, Moe Thandar and Sadiq, Shazia (2019). Responsible process mining - a data quality perspective. International Conference on Business Process Management, Vienna, Australia, 1-6 September 2019. Cham, Switzerland: Springer . doi: 10.1007/978-3-030-26619-6_2

Responsible process mining - a data quality perspective

2018

Journal Article

Special Issue of DASFAA 2018

Sadiq, Shazia and Li, Jianxin (2018). Special Issue of DASFAA 2018. Data Science and Engineering, 3 (4), 291-292. doi: 10.1007/s41019-018-0083-3

Special Issue of DASFAA 2018

2018

Journal Article

A data quality control method for seafloor observatories: the application of observed time series data in the east China sea

Zhou, Yusheng, Qin, Rufu, Xu, Huiping, Sadiq, Shazia and Yu, Yang (2018). A data quality control method for seafloor observatories: the application of observed time series data in the east China sea. Sensors, 18 (8) 2628, 2628. doi: 10.3390/s18082628

A data quality control method for seafloor observatories: the application of observed time series data in the east China sea

2018

Journal Article

Preface

Sadiq, Shazia, Pei, Jian and Manolopoulos, Yannis (2018). Preface. Lecture Notes in Computer Science , 10828 LNCS, V-VI.

Preface

2018

Conference Publication

Predicting Student Performance: The Case of Combining Knowledge Tracing and Collaborative Filtering

Abdi, Solmaz, Khosravi, Hassan and Sadiq, Shazia (2018). Predicting Student Performance: The Case of Combining Knowledge Tracing and Collaborative Filtering. International Conference on Educational Data Mining, Buffalo, NY, United States, 15-18 July 2018. Educational Data Mining.

Predicting Student Performance: The Case of Combining Knowledge Tracing and Collaborative Filtering

2018

Conference Publication

Business process and rule integration approaches - An empirical analysis

Chen, Tianwa, Wang, Wei, Indulska, Marta and Sadiq, Shazia (2018). Business process and rule integration approaches - An empirical analysis. 16th International Conference on Business Process Management Forum, BPM Forum 2018, Sydney, NSW, 9-14 September 2018. Heidelberg, Germany: Springer. doi: 10.1007/978-3-319-98651-7_3

Business process and rule integration approaches - An empirical analysis

2018

Journal Article

Preface

Sadiq, Shazia, Pei, Jian and Manolopoulos, Yannis (2018). Preface. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10827 LNCS, V-VI.

Preface

2018

Conference Publication

Enablers and inhibitors of effective use of big data: insights from a case study

Sejahtera, Feliks Prasepta, Wang, Wei, Indulska, Marta and Sadiq, Shazia (2018). Enablers and inhibitors of effective use of big data: insights from a case study. Pacific Asia Conference on Information Systems (PACIS 2018), Yokohama, Japan, 26-30 June 2018. Association for Information Systems.

Enablers and inhibitors of effective use of big data: insights from a case study

2017

Journal Article

Data quality - The role of empiricism

Sadiq, Shazia, Dasu, Tamraparni, Dong, Xin Luna, Freire, Juliana, Ilyas, Ihab F., Link, Sebastian, Miller, Renee J., Naumann, Felix, Zhou, Xiaofang and Srivastava, Divesh (2017). Data quality - The role of empiricism. Sigmod Record, 46 (4), 35-43. doi: 10.1145/3186549.3186559

Data quality - The role of empiricism

2017

Journal Article

Open data: quality over quantity

Sadiq, Shazia and Indulska, Marta (2017). Open data: quality over quantity. International Journal of Information Management , 37 (3), 150-154. doi: 10.1016/j.ijinfomgt.2017.01.003

Open data: quality over quantity

2017

Journal Article

ST-SAGE: A Spatial-Temporal Sparse Additive Generative Model for Spatial Item Recommendation

Wang, Weiqing , Yin, Hongzhi , Chen, Ling , Sun, Yizhou , Sadiq, Shazia and Zhou, Xiaofang (2017). ST-SAGE: A Spatial-Temporal Sparse Additive Generative Model for Spatial Item Recommendation. ACM Transactions on Intelligent Systems and Technology, 8 (3) 48, 48.1-48.25. doi: 10.1145/3011019

ST-SAGE: A Spatial-Temporal Sparse Additive Generative Model for Spatial Item Recommendation

2017

Journal Article

Guidelines for business rule modeling decisions

Wei, Wang, Indulska, Marta and Sadiq, Shazia (2017). Guidelines for business rule modeling decisions. Journal of Computer Information Systems, 58 (4), 363-373. doi: 10.1080/08874417.2017.1285683

Guidelines for business rule modeling decisions

2017

Conference Publication

A performance study on large-scale data analytics using disk-based and in-memory database systems

Chao, Pingfu, He, Dan, Sadiq, Shazia, Zheng, Kai and Zhou, Xiaofang (2017). A performance study on large-scale data analytics using disk-based and in-memory database systems. 2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017, Jeju, South Korea, 13 - 16 February 2017. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/BIGCOMP.2017.7881706

A performance study on large-scale data analytics using disk-based and in-memory database systems

2017

Conference Publication

Business process model and business rule integration - Towards a decision framework

Wang, W., Sadiq, S. and Indulska, M. (2017). Business process model and business rule integration - Towards a decision framework. 28th International Conference on Advanced Information Systems Engineering, Ljubljana; Slovenia, 13 June 2016 through 17 June 2016. Aachen, Germany: Rheinisch-Westfaelische Technische Hochschule Aachen.

Business process model and business rule integration - Towards a decision framework

2017

Conference Publication

Jointly modeling heterogeneous temporal properties in location recommendation

Hosseini, Saeid, Yin, Hongzhi, Zhang, Meihui, Zhou, Xiaofang and Sadiq, Shazia (2017). Jointly modeling heterogeneous temporal properties in location recommendation. 22nd Internation Conference, DASFAA 2017, Suzhou, China, 27 - 30 March 2017. Cham, Switzerland: Springer. doi: 10.1007/978-3-319-55753-3_31

Jointly modeling heterogeneous temporal properties in location recommendation