Publications

(2023). Program Committee MDM 2021.

(2022). The trends of sustainability in the luxury fashion industry: A Triple Bottom Line analysis. Journal of Global Fashion Marketing.

(2022). Social influence-based contrast language analysis framework for clinical decision support systems. Decision Support Systems.

(2022). How Well We Know Wellness: Closing the Gap on Wellness Program Research in the Workplace. Academy of Management Proceedings.

(2022). Gender Fairness in Information Retrieval Systems. Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval.

(2022). Fine-Tuning Dependencies with Parameters. International Conference on Extending Database Technology (EDBT).

(2022). Feature-based question routing in community question answering platforms. Information Sciences.

(2022). Embedding-based team formation for community question answering. Information Sciences.

(2022). Bias-aware Fair Neural Ranking for Addressing Stereotypical Gender Biases. International Conference on Extending Database Technology (EDBT).

(2022). Addressing Gender-related Performance Disparities in Neural Rankers. Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval.

(2022). A Neural Approach to Forming Coherent Teams in Collaboration Networks. International Conference on Extending Database Technology (EDBT).

(2022). A Light-Weight Strategy for Restraining Gender Biases in Neural Rankers. European Conference on Information Retrieval (ECIR).

(2021). RW-Team: Robust Team Formation using Random Walk. Proceedings of the 30th ACM International Conference on Information & Knowledge Management.

(2021). Query Performance Prediction Through Retrieval Coherency.. European Conference on Information Retrieval (ECIR).

(2021). OpenAttHetRL: An Open Source Toolkit for Attributed Heterogeneous Network Representation Learning. Proceedings of the 30th ACM International Conference on Information & Knowledge Management.

(2021). On the orthogonality of bias and utility in ad hoc retrieval. Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval.

(2021). Matches Made in Heaven: Toolkit and Large-Scale Datasets for Supervised Query Reformulation. Proceedings of the 30th ACM International Conference on Information & Knowledge Management.

(2021). Leveraging non-respondent data in customer satisfaction modeling. Journal of Business Research.

(2021). Exploring Gender Biases in Information Retrieval Relevance Judgement Datasets. European Conference on Information Retrieval (ECIR).

(2021). Effective Keyword Search in Weighted Graphs. 2021 IEEE 37th International Conference on Data Engineering (ICDE).

(2021). Collaborative Experts Discovery in Social Coding Platforms. Proceedings of the 30th ACM International Conference on Information & Knowledge Management.

(2021). An automated mobile app labeling framework based on primary motivations for smartphone use. International Journal of Web Information Systems.

(2021). A non-factoid question answering system for prior art search. Expert Systems with Applications.

(2020). Time-based gap analysis of cybersecurity trends in academic and digital media. ACM Transactions on Management Information Systems (TMIS).

(2020). Robust keyword search in large attributed graphs. Information Retrieval Journal.

(2020). Paywall policy learning in digital news media. IEEE Transactions on Knowledge and Data Engineering.

(2020). Effective Keyword Search over Weighted Graphs. IEEE Transactions on Knowledge and Data Engineering.

(2020). Compact group discovery in attributed graphs and social networks. Information Processing & Management.

(2020). A big data analytics framework for detecting user-level depression from social networks. International Journal of Information Management.

(2019). RMSE: Workshop on Recommendation in Multi-stakeholder Environments.. RMSE@ RecSys.

(2019). Mining and exploration of attributed graphs: theory and applications. Proceedings of the 29th Annual International Conference on Computer Science and Software Engineering.

(2019). High-utility pattern mining. Cham: Springer.

(2019). A utility-based news recommendation system. Decision Support Systems.

(2019). A Survey of High Utility Pattern Mining Algorithms for Big Data. High-Utility Pattern Mining.

(2018). Effective Team Formation in Expert Networks.. AMW.

(2018). Adaptive paywall mechanism for digital news media. Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining.

(2017). Time-aware subscription prediction model for user acquisition in digital news media. Proceedings of the 2017 SIAM International Conference on Data Mining.

(2017). Mining significant high utility gene regulation sequential patterns. BMC systems biology.

(2017). Memory-adaptive high utility sequential pattern mining over data streams. Machine Learning.

(2017). Efficiently mining high utility sequential patterns in static and streaming data. Intelligent Data Analysis.

(2016). Top-k utility-based gene regulation sequential pattern discovery. 2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

(2016). Mining High Utility Patterns Over Data Streams.

(2016). Distributed and parallel high utility sequential pattern mining. 2016 IEEE International Conference on Big Data (Big Data).

(2016). Authority-based team discovery in social networks. arXiv preprint arXiv:1611.02992.

(2015). Mining high utility sequential patterns from evolving data streams. Proceedings of the ASE BigData & SocialInformatics 2015.

(2015). Memory-bounded high utility sequential pattern mining over data streams.

(2014). Two-phase pareto set discovery for team formation in social networks. 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT).

(2014). Mining top-k high utility patterns over data streams. Information Sciences.

(2014). Efficient Mining of High Utility Sequential Patterns Over Data Streams.

(2013). Signal detection in genome sequences using complexity based features. Proceedings of the 12th International Workshop on Data Mining in Bioinformatics.

(2013). Finding affordable and collaborative teams from a network of experts. Proceedings of the 2013 SIAM international conference on data mining.

(2013). Affordable and collaborative team formation in an expert network. Department of Computer Science and Engineering, York University, Technical Report CSE-2013.

(2012). Joint European Conference on Machine Learning and Knowledge Discovery in Databases.

(2012). Efficient bi-objective team formation in social networks. Joint European Conference on Machine Learning and Knowledge Discovery in Databases.

(2011). An improved fuzzy k-medoids clustering algorithm with optimized number of clusters. 2011 11th International Conference on Hybrid Intelligent Systems (HIS).

(2010). Content-based concept drift detection for email spam filtering. Telecommunications (IST), 2010 5th International Symposium on.

(2010). An Unsupervised Distributed Intrusion Detection System with Effective Bandwidth Utilization. 7th International ISC Conference on Information Security and Cryptology 2010.

(2010). An adaptive dct based intrusion detection system. Proc. Int. Symp. Comput. Netw. Distrib. Syst.

(2010). Alleviating the cold-start problem of recommender systems using a new hybrid approach. 2010 5th International Symposium on Telecommunications.

(2010). A DCT based approach for detecting novelty and concept drift in data streams. Soft Computing and Pattern Recognition (SoCPaR), 2010 International Conference of.