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Recent Projects

  • Explainable machine learning models

  • Knowledge Graphs

  • Machine learning for Obstructive Sleep Apnea prediction

Publications
  • Sona Hasani, Saravanan Thirumuruganathan, Abolfazl Asudeh, Nick Koudas, Gautam Das, “Efficient Construction of Approximate Ad-Hoc ML models Through Materialization and Reuse”, VLDB2018 (ACCEPTED)

  • Yeshwanth Gunasekaran, Md Farhadur Rahman, Sona Hasani, Nan Zhang, Gautam Das, “DBLOC: Density Based Clustering over LOCation Based Services” submitted to SIGMOD2018

  • Sona Hasani, Ning Yan, Chengkai Li, “Tabview: A Visual Interface for Generating Preview Tables of Entity Graphs”, ICDE2018 

  • Yeshwanth Gunasekaran, Abolfazl Asudeh, Sona Hasani, Nan Zhang, Ali Jaoua, Gautam Das, “QR2: A Third-party Query Reranking Service Over Web Databases”, ICDE2018 

  • Sadia Ahmed , Sona Hasani, Mary Koone, Saravanan Thirumuruganathan,Montserrat Diaz-Abad, Ron Mitchell, Amal Isaiah, Gautam Das, “An Empirical Study of Questionnaires for the Diagnosis of Pediatric Obstructive Sleep Apnea”, EMBC2018

  • Ning Yan, Sona Hasani, Abolfazl Asudeh, Chengkai Li, “Generating Preview Tables for Entity Graphs”, SIGMOD16, Pages 1797-1811

  • Sona Hassani and Wen-De Zhong, “Multi-Source multicasting in IP/MPLS over WDM networks,” Photonic Network Communications, Volume 19, Number 2, Pages 170-181, Oct 2009. DOI: 10.1007/s11107-009-0222-x

  • Sona Hassani, Wen-De Zhong and Sanjay Kumar Bose, “Multi root node structure for dynamic multi-source multicasting in IP/MPLS over WDM networks”, OECC/ACOFT, pp. 1-2, Sydney, Jul. 2008. DOI: 10.1109/OECCACOFT.2008.4610630 

  • Alireza Kashian, Sona Hassani, Ehsan Zaery Moghaddam, “A new captcha based on understanding harmony images”, ICOMP'10, USA, Jul 2010.

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