my_publications.bib

@inproceedings{kargar2012efficient,
  title={Efficient bi-objective team formation in social networks},
  author={Kargar, Mehdi and An, Aijun and Zihayat, Morteza},
  booktitle={Joint European Conference on Machine Learning and Knowledge Discovery in Databases},
  pages={483--498},
  year={2012},
  organization={Springer, Berlin, Heidelberg}
}

@inproceedings{zihayat2010unsupervised,
  title={An Unsupervised Distributed Intrusion Detection System with Effective Bandwidth Utilization},
  author={Zihayat, Morteza and Hashemi, Mahmoud Reza},
  booktitle={7th International ISC Conference on Information Security and Cryptology 2010},
  year={2010}
}

@inproceedings{basiri2010alleviating,
  title={Alleviating the cold-start problem of recommender systems using a new hybrid approach},
  author={Basiri, Javad and Shakery, Azadeh and Moshiri, Behzad and Hayat, Morteza Zi},
  booktitle={2010 5th International Symposium on Telecommunications},
  pages={962--967},
  year={2010},
  organization={IEEE}
}

@inproceedings{zihayat2010dct,
  title={A DCT based approach for detecting novelty and concept drift in data streams},
  author={ZiHayat, Morteza and Hashemi, Mahmoud Reza},
  booktitle={Soft Computing and Pattern Recognition (SoCPaR), 2010 International Conference of},
  pages={373--378},
  year={2010},
  organization={IEEE}
}

@inproceedings{zihayat2010content,
  title={Content-based concept drift detection for email spam filtering},
  author={Zihayat, Morteza and Basiri, Javad and Seyedhossein, Leila and Shakery, Azadeh},
  booktitle={Telecommunications (IST), 2010 5th International Symposium on},
  pages={531--536},
  year={2010},
  organization={IEEE}
}

@inproceedings{zihayat2010adaptive,
  title={An adaptive dct based intrusion detection system},
  author={Zihayat, M and Hashemi, M},
  booktitle={Proc. Int. Symp. Comput. Netw. Distrib. Syst},
  pages={1--6},
  year={2010}
}

@inproceedings{sabzi2011improved,
  title={An improved fuzzy k-medoids clustering algorithm with optimized number of clusters},
  author={Sabzi, Akhtar and Farjami, Yaghoub and ZiHayat, Morteza},
  booktitle={2011 11th International Conference on Hybrid Intelligent Systems (HIS)},
  pages={206--210},
  year={2011},
  organization={IEEE}
}

@article{zihayat2010content,
  title={A CONTENT-BASED APPROACH FOR TRACKING CONCEPT DRIFT IN EMAIL SPAM FILTERING},
  author={ZIHAYAT, MORTEZA and BASIRI, JAVAD and SEYEDHOSSEIN, LEILA and SHAKERY, AZADEH},
  year={2010},
  publisher={INTERNATIONAL JOURNAL OF INFORMATION AND COMMUNICATION TECHNOLOGY (IJICT)}
}

@article{kargar2013affordable,
  title={Affordable and collaborative team formation in an expert network},
  author={Kargar, Mehdi and Zihayat, Morteza and An, Aijun},
  journal={Department of Computer Science and Engineering, York University, Technical Report CSE-2013},
  volume={1},
  year={2013}
}

@inproceedings{kargar2013finding,
  title={Finding affordable and collaborative teams from a network of experts},
  author={Kargar, Mehdi and Zihayat, Morteza and An, Aijun},
  booktitle={Proceedings of the 2013 SIAM international conference on data mining},
  pages={587--595},
  year={2013},
  organization={Society for Industrial and Applied Mathematics}
}

@inproceedings{kargar2013signal,
  title={Signal detection in genome sequences using complexity based features},
  author={Kargar, Mehdi and An, Aijun and Cercone, Nick and Tirdad, Kayvan and Zihayat, Morteza},
  booktitle={Proceedings of the 12th International Workshop on Data Mining in Bioinformatics},
  pages={25--33},
  year={2013}
}

@article{zihayat2014mining,
  title={Mining top-k high utility patterns over data streams},
  author={Zihayat, Morteza and An, Aijun},
  journal={Information Sciences},
  year={2014},
  publisher={Elsevier}
}

@article{zihayat2014efficient,
  title={Efficient Mining of High Utility Sequential Patterns Over Data Streams},
  author={Zihayat, Morteza and Wu, Cheng-Wei and An, Aijun and Tseng, Vincent S},
  year={2014}
}

@inproceedings{zihayat2014two,
  title={Two-phase pareto set discovery for team formation in social networks},
  author={Zihayat, Morteza and Kargar, Mehdi and An, Aijun},
  booktitle={2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT)},
  volume={2},
  pages={304--311},
  year={2014},
  organization={IEEE}
}

@incollection{zihayat2015mining,
  title={Mining high utility sequential patterns from evolving data streams},
  author={Zihayat, Morteza and Wu, Cheng-Wei and An, Aijun and Tseng, Vincent S},
  booktitle={Proceedings of the ASE BigData \& SocialInformatics 2015},
  pages={1--6},
  year={2015}
}

@techreport{zihayat2015memory,
  title={Memory-bounded high utility sequential pattern mining over data streams},
  author={Zihayat, Morteza and Chan, Y and An, Aijun},
  year={2015},
  institution={Technical Report EECS-2015-04, York university}
}

@inproceedings{zihayat2016distributed,
  title={Distributed and parallel high utility sequential pattern mining},
  author={Zihayat, Morteza and Hut, Zane Zhenhua and An, Aijun and Hut, Yonggang},
  booktitle={2016 IEEE International Conference on Big Data (Big Data)},
  pages={853--862},
  year={2016},
  organization={IEEE}
}

@article{zihayat2016authority,
  title={Authority-based team discovery in social networks},
  author={Zihayat, Morteza and An, Aijun and Golab, Lukasz and Kargar, Mehdi and Szlichta, Jaroslaw},
  journal={arXiv preprint arXiv:1611.02992},
  year={2016}
}

@article{zihayat2017memory,
  title={Memory-adaptive high utility sequential pattern mining over data streams},
  author={Zihayat, Morteza and Chen, Yan and An, Aijun},
  journal={Machine Learning},
  volume={106},
  number={6},
  pages={799--836},
  year={2017},
  publisher={Springer US}
}

@inproceedings{zihayat2016top,
  title={Top-k utility-based gene regulation sequential pattern discovery},
  author={Zihayat, Morteza and Davoudi, Heidar and An, Aijun},
  booktitle={2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)},
  pages={266--273},
  year={2016},
  organization={IEEE}
}

@article{zihayat2017efficiently,
  title={Efficiently mining high utility sequential patterns in static and streaming data},
  author={Zihayat, Morteza and Wu, Cheng-Wei and An, Aijun and Tseng, Vincent S and Lin, Chien},
  journal={Intelligent Data Analysis},
  volume={21},
  number={S1},
  pages={S103--S135},
  year={2017},
  publisher={IOS Press}
}

@inproceedings{davoudi2017time,
  title={Time-aware subscription prediction model for user acquisition in digital news media},
  author={Davoudi, Heidar and Zihayat, Morteza and An, Aijun},
  booktitle={Proceedings of the 2017 SIAM International Conference on Data Mining},
  pages={135--143},
  year={2017},
  organization={Society for Industrial and Applied Mathematics}
}

@article{zihayat2017mining,
  title={Mining significant high utility gene regulation sequential patterns},
  author={Zihayat, Morteza and Davoudi, Heidar and An, Aijun},
  journal={BMC systems biology},
  volume={11},
  number={6},
  pages={1--14},
  year={2017},
  publisher={BioMed Central}
}

@inproceedings{zihayat2018effective,
  title={Effective Team Formation in Expert Networks.},
  author={Zihayat, Morteza and An, Aijun and Golab, Lukasz and Kargar, Mehdi and Szlichta, Jaroslaw},
  booktitle={AMW},
  year={2018}
}

@inproceedings{davoudi2018adaptive,
  title={Adaptive paywall mechanism for digital news media},
  author={Davoudi, Heidar and An, Aijun and Zihayat, Morteza and Edall, Gordon},
  booktitle={Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery \& Data Mining},
  pages={205--214},
  year={2018}
}

@article{zihayat2019utility,
  title={A utility-based news recommendation system},
  author={Zihayat, Morteza and Ayanso, Anteneh and Zhao, Xing and Davoudi, Heidar and An, Aijun},
  journal={Decision Support Systems},
  volume={117},
  pages={14--27},
  year={2019},
  publisher={North-Holland}
}

@incollection{zihayat2019survey,
  title={A Survey of High Utility Pattern Mining Algorithms for Big Data},
  author={Zihayat, Morteza and Kargar, Mehdi and Szlichta, Jaroslaw},
  booktitle={High-Utility Pattern Mining},
  pages={75--96},
  year={2019},
  publisher={Springer, Cham}
}

@article{khan2020compact,
  title={Compact group discovery in attributed graphs and social networks},
  author={Khan, Abeer and Golab, Lukasz and Kargar, Mehdi and Szlichta, Jaroslaw and Zihayat, Morteza},
  journal={Information Processing \& Management},
  volume={57},
  number={2},
  pages={102054},
  year={2020},
  publisher={Pergamon}
}

@inproceedings{kargar2019mining,
  title={Mining and exploration of attributed graphs: theory and applications},
  author={Kargar, Mehdi and Zihayat, Morteza and Szlichta, Jaroslaw},
  booktitle={Proceedings of the 29th Annual International Conference on Computer Science and Software Engineering},
  pages={397--398},
  year={2019}
}

@article{davoudi2020paywall,
  title={Paywall policy learning in digital news media},
  author={Davoudi, Heidar and Rashidi, Zana and An, Aijun and Zihayat, Morteza and Edall, Gordon},
  journal={IEEE Transactions on Knowledge and Data Engineering},
  volume={33},
  number={10},
  pages={3394--3409},
  year={2020},
  publisher={IEEE}
}

@article{kargar2020effective,
  title={Effective Keyword Search over Weighted Graphs},
  author={Kargar, M and Golab, L and Srivastava, D and Szlichta, J and Zihayat, M},
  journal={IEEE Transactions on Knowledge and Data Engineering},
  number={01},
  pages={1--1},
  year={2020},
  publisher={IEEE Computer Society}
}

@article{yang2020big,
  title={A big data analytics framework for detecting user-level depression from social networks},
  author={Yang, Xingwei and McEwen, Rhonda and Ong, Liza Robee and Zihayat, Morteza},
  journal={International Journal of Information Management},
  volume={54},
  pages={102141},
  year={2020},
  publisher={Pergamon}
}

@article{bryson2020robust,
  title={Robust keyword search in large attributed graphs},
  author={Bryson, Spencer and Davoudi, Heidar and Golab, Lukasz and Kargar, Mehdi and Lytvyn, Yuliya and Mierzejewski, Piotr and Szlichta, Jaroslaw and Zihayat, Morteza},
  journal={Information Retrieval Journal},
  volume={23},
  number={5},
  pages={502--524},
  year={2020},
  publisher={Springer Netherlands}
}

@article{alagheband2020time,
  title={Time-based gap analysis of cybersecurity trends in academic and digital media},
  author={Alagheband, Mahdi R and Mashatan, Atefeh and Zihayat, Morteza},
  journal={ACM Transactions on Management Information Systems (TMIS)},
  volume={11},
  number={4},
  pages={1--20},
  year={2020},
  publisher={ACM New York, NY, USA}
}

@article{zihayat2021non,
  title={A non-factoid question answering system for prior art search},
  author={Zihayat, Morteza and Etwaroo, Rochelle},
  journal={Expert Systems with Applications},
  volume={177},
  pages={114910},
  year={2021},
  publisher={Pergamon}
}

@article{zihayat2021leveraging,
  title={Leveraging non-respondent data in customer satisfaction modeling},
  author={Zihayat, Morteza and Ayanso, Anteneh and Davoudi, Heidar and Kargar, Mehdi and Mengesha, Nigussie},
  journal={Journal of Business Research},
  volume={135},
  pages={112--126},
  year={2021},
  publisher={Elsevier}
}

@inproceedings{kargar2021effective,
  title={Effective Keyword Search in Weighted Graphs},
  author={Kargar, Mehdi and Golab, Lukasz and Srivastava, Divesh and Szlichta, Jaroslaw and Zihayat, Morteza},
  booktitle={2021 IEEE 37th International Conference on Data Engineering (ICDE)},
  pages={2350--2351},
  year={2021},
  organization={IEEE}
}

@inproceedings{bigdeli2021orthogonality,
  title={On the orthogonality of bias and utility in ad hoc retrieval},
  author={Bigdeli, Amin and Arabzadeh, Negar and Seyedsalehi, Shirin and Zihayat, Morteza and Bagheri, Ebrahim},
  booktitle={Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval},
  pages={1748--1752},
  year={2021}
}

@article{hendawiprogram,
  title={Program Committee MDM 2021},
  author={Hendawi, Abdeltawab and Junior, Amilcar Soares and Z{\"u}fle, Andreas and Zaslavsky, Arkady and Zheng, Baihua and Zheng, Bolong and Guo, Chenjuan and Jin, Cheqing and Shen, Chih-Ya and Becker, Christian and others}
}

@inproceedings{arabzadeh2021query,
  title={Query Performance Prediction Through Retrieval Coherency.},
  author={Arabzadeh, Negar and Bigdeli, Amin and Zihayat, Morteza and Bagheri, Ebrahim},
  booktitle={European Conference on Information Retrieval (ECIR)},
  pages={193--200},
  year={2021}
}

@inproceedings{burke2019rmse,
  title={RMSE: Workshop on Recommendation in Multi-stakeholder Environments.},
  author={Burke, Robin and Abdollahpouri, Himan and Malthouse, Edward C and Thai, KP and Zhang, Yongfeng},
  booktitle={RMSE@ RecSys},
  year={2019}
}

@inproceedings{bigdeli2021exploring,
  title={Exploring Gender Biases in Information Retrieval Relevance Judgement Datasets},
  author={Bigdeli, Amin and Arabzadeh, Negar and Zihayat, Morteza and Bagheri, Ebrahim},
  booktitle={European Conference on Information Retrieval (ECIR)},
  pages={216--224},
  year={2021},
  organization={Springer, Cham}
}

@article{fournier2019high,
  title={High-utility pattern mining},
  author={Fournier-Viger, Philippe and Lin, Jerry Chun-Wei and Nkambou, Roger and Vo, Bay and Tseng, Vincent S},
  journal={Cham: Springer},
  year={2019}
}

@article{kermani2016mining,
  title={Mining High Utility Patterns Over Data Streams},
  author={Kermani, Morteza Zihayat},
  year={2016}
}

@inproceedings{arabzadeh2021matches,
  title={Matches Made in Heaven: Toolkit and Large-Scale Datasets for Supervised Query Reformulation},
  author={Arabzadeh, Negar and Bigdeli, Amin and Seyedsalehi, Shirin and Zihayat, Morteza and Bagheri, Ebrahim},
  booktitle={Proceedings of the 30th ACM International Conference on Information \& Knowledge Management},
  pages={4417--4425},
  year={2021}
}

@article{ayanso2021automated,
  title={An automated mobile app labeling framework based on primary motivations for smartphone use},
  author={Ayanso, Anteneh and Han, Mingshan and Zihayat, Morteza},
  journal={International Journal of Web Information Systems},
  year={2021},
  publisher={Emerald Publishing Limited}
}

@inproceedings{etemadi2021openatthetrl,
  title={OpenAttHetRL: An Open Source Toolkit for Attributed Heterogeneous Network Representation Learning},
  author={Etemadi, Roohollah and Zihayat, Morteza and Feng, Kuan and Adelman, Jason and Bagheri, Ebrahim},
  booktitle={Proceedings of the 30th ACM International Conference on Information \& Knowledge Management},
  pages={4706--4710},
  year={2021}
}

@inproceedings{nemec2021rw,
  title={RW-Team: Robust Team Formation using Random Walk},
  author={Nemec, John and Davoudi, Heidar and Golab, Lukasz and Kargar, Mehdi and Lytvyn, Yuliya and Mierzejewski, Piotr and Szlichta, Jaroslaw and Zihayat, Morteza},
  booktitle={Proceedings of the 30th ACM International Conference on Information \& Knowledge Management},
  pages={4759--4763},
  year={2021}
}

@inproceedings{etemadi2021collaborative,
  title={Collaborative Experts Discovery in Social Coding Platforms},
  author={Etemadi, Roohollah and Zihayat, Morteza and Feng, Kuan and Adelman, Jason and Bagheri, Ebrahim},
  booktitle={Proceedings of the 30th ACM International Conference on Information \& Knowledge Management},
  pages={3009--3013},
  year={2021}
}

@inproceedings{seyedsalehi2022bias,
  title={Bias-aware Fair Neural Ranking for Addressing Stereotypical Gender Biases},
  author={SeyedSalehi, Shirin and Bigdeli, Amin and Arabzadeh, Negar and Mitra, Bhaskar and Zihayat, Morteza and Bagheri, Ebrahim},
  booktitle={International Conference on Extending Database Technology (EDBT)},
  year={2022}
}

@inproceedings{rad2022neural,
  title={A Neural Approach to Forming Coherent Teams in Collaboration Networks},
  author={Rad, Radin Hamidi and Seyedsalehi, Shirin and Kargar, Mehdi and Zihayat, Morteza and Bagheri, Ebrahim},
  booktitle={International Conference on Extending Database Technology (EDBT)},
  year={2022}
}

@inproceedings{vezvaei2022fine,
  title={Fine-Tuning Dependencies with Parameters},
  author={Vezvaei, Alireza and Golab, Lukasz and Kargar, Mehdi and Srivastava, Divesh and Szlichta, Jaroslaw and Zihayat, Morteza},
  booktitle={International Conference on Extending Database Technology (EDBT)},
  year={2022}
}

@inproceedings{bigdeli2022light,
  title={A Light-Weight Strategy for Restraining Gender Biases in Neural Rankers},
  author={Bigdeli, Amin and Arabzadeh, Negar and Seyedsalehi, Shirin and Zihayat, Morteza and Bagheri, Ebrahim},
  booktitle={European Conference on Information Retrieval (ECIR)},
  pages={47--55},
  year={2022},
  organization={Springer, Cham}
}

@article{yang2022social,
  title={Social influence-based contrast language analysis framework for clinical decision support systems},
  author={Yang, Xingwei and Joukova, Alexandra and Ayanso, Anteneh and Zihayat, Morteza},
  journal={Decision Support Systems},
  pages={113813},
  year={2022},
  publisher={North-Holland}
}

@article{sorkhani2022feature,
  title={Feature-based question routing in community question answering platforms},
  author={Sorkhani, Soroosh and Etemadi, Roohollah and Bigdeli, Amin and Zihayat, Morteza and Bagheri, Ebrahim},
  journal={Information Sciences},
  volume={608},
  pages={696--717},
  year={2022},
  publisher={Elsevier}
}

@inproceedings{bigdeli2022gender,
  title={Gender Fairness in Information Retrieval Systems},
  author={Bigdeli, Amin and Arabzadeh, Negar and SeyedSalehi, Shirin and Zihayat, Morteza and Bagheri, Ebrahim},
  booktitle={Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval},
  pages={3436--3439},
  year={2022}
}

@inproceedings{kavaratzis2022well,
  title={How Well We Know Wellness: Closing the Gap on Wellness Program Research in the Workplace},
  author={Kavaratzis, Steven and Choi, Ellen and Kargar, Mehdi and Zihayat, Morteza},
  booktitle={Academy of Management Proceedings},
  volume={2022},
  number={1},
  pages={12576},
  year={2022},
  organization={Academy of Management Briarcliff Manor, NY 10510}
}

@inproceedings{seyedsalehi2022addressing,
  title={Addressing Gender-related Performance Disparities in Neural Rankers},
  author={Seyedsalehi, Shirin and Bigdeli, Amin and Arabzadeh, Negar and Zihayat, Morteza and Bagheri, Ebrahim},
  booktitle={Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval},
  pages={2484--2488},
  year={2022}
}

@article{kargar2012joint,
  title={Joint European Conference on Machine Learning and Knowledge Discovery in Databases},
  author={Kargar, M and An, A and Zihayat, M},
  year={2012}
}

@article{etemadi2022embedding,
  title={Embedding-based team formation for community question answering},
  author={Etemadi, Roohollah and Zihayat, Morteza and Feng, Kuan and Adelman, Jason and Bagheri, Ebrahim},
  journal={Information Sciences},
  year={2022},
  publisher={Elsevier}
}

@article{mok2022trends,
  title={The trends of sustainability in the luxury fashion industry: A Triple Bottom Line analysis},
  author={Mok, Adrienne and Yu, Hong and Zihayat, Morteza},
  journal={Journal of Global Fashion Marketing},
  volume={13},
  number={4},
  pages={360--379},
  year={2022},
  publisher={Routledge}
}