Sona Hasani
Recent Projects
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Explainable machine learning models
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Knowledge Graphs
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Machine learning for Obstructive Sleep Apnea prediction
Publications
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Sona Hasani, Saravanan Thirumuruganathan, Abolfazl Asudeh, Nick Koudas, Gautam Das, “Efficient Construction of Approximate Ad-Hoc ML models Through Materialization and Reuse”, VLDB2018 (ACCEPTED)
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Yeshwanth Gunasekaran, Md Farhadur Rahman, Sona Hasani, Nan Zhang, Gautam Das, “DBLOC: Density Based Clustering over LOCation Based Services” submitted to SIGMOD2018
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Sona Hasani, Ning Yan, Chengkai Li, “Tabview: A Visual Interface for Generating Preview Tables of Entity Graphs”, ICDE2018
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Yeshwanth Gunasekaran, Abolfazl Asudeh, Sona Hasani, Nan Zhang, Ali Jaoua, Gautam Das, “QR2: A Third-party Query Reranking Service Over Web Databases”, ICDE2018
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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
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Ning Yan, Sona Hasani, Abolfazl Asudeh, Chengkai Li, “Generating Preview Tables for Entity Graphs”, SIGMOD16, Pages 1797-1811
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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
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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
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Alireza Kashian, Sona Hassani, Ehsan Zaery Moghaddam, “A new captcha based on understanding harmony images”, ICOMP'10, USA, Jul 2010.