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ORCIDBibTeX records: Saravanan Thirumuruganathan
@inproceedings{DBLP:conf/edbt/CappuzzoTP24,
author = {Riccardo Cappuzzo and
Saravanan Thirumuruganathan and
Paolo Papotti},
editor = {Letizia Tanca and
Qiong Luo and
Giuseppe Polese and
Loredana Caruccio and
Xavier Oriol and
Donatella Firmani},
title = {Relational Data Imputation with Graph Neural Networks},
booktitle = {Proceedings 27th International Conference on Extending Database Technology,
{EDBT} 2024, Paestum, Italy, March 25 - March 28},
pages = {221--233},
publisher = {OpenProceedings.org},
year = {2024},
url = {https://doi.org/10.48786/edbt.2024.20},
doi = {10.48786/EDBT.2024.20},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edbt/CappuzzoTP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/Thirumuruganathan24,
author = {Saravanan Thirumuruganathan and
Fatih Deniz and
Issa Khalil and
Ting Yu and
Mohamed Nabeel and
Mourad Ouzzani},
editor = {Davide Balzarotti and
Wenyuan Xu},
title = {Detecting and Mitigating Sampling Bias in Cybersecurity with Unlabeled
Data},
booktitle = {33rd {USENIX} Security Symposium, {USENIX} Security 2024, Philadelphia,
PA, USA, August 14-16, 2024},
publisher = {{USENIX} Association},
year = {2024},
url = {https://www.usenix.org/conference/usenixsecurity24/presentation/thirumuruganathan},
timestamp = {Mon, 22 Jul 2024 17:10:49 +0200},
biburl = {https://dblp.org/rec/conf/uss/Thirumuruganathan24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iam/ThirumuruganathanEJSRJ23,
author = {Saravanan Thirumuruganathan and
Noora Al Emadi and
Soon{-}Gyo Jung and
Joni Salminen and
Dianne Ramirez Robillos and
Bernard J. Jansen},
title = {Will they take this offer? {A} machine learning price elasticity model
for predicting upselling acceptance of premium airline seating},
journal = {Inf. Manag.},
volume = {60},
number = {3},
pages = {103759},
year = {2023},
url = {https://doi.org/10.1016/j.im.2023.103759},
doi = {10.1016/J.IM.2023.103759},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iam/ThirumuruganathanEJSRJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/BehmeTMQM23,
author = {Lennart Behme and
Saravanan Thirumuruganathan and
Alireza Rezaei Mahdiraji and
Jorge{-}Arnulfo Quian{\'{e}}{-}Ruiz and
Volker Markl},
title = {The Art of Losing to Win: Using Lossy Image Compression to Improve
Data Loading in Deep Learning Pipelines},
booktitle = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,
Anaheim, CA, USA, April 3-7, 2023},
pages = {936--949},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDE55515.2023.00077},
doi = {10.1109/ICDE55515.2023.00077},
timestamp = {Thu, 27 Jul 2023 14:59:05 +0200},
biburl = {https://dblp.org/rec/conf/icde/BehmeTMQM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-12573,
author = {Simone Lazier and
Saravanan Thirumuruganathan and
Hadis Anahideh},
title = {Fairness and Bias in Truth Discovery Algorithms: An Experimental Analysis},
journal = {CoRR},
volume = {abs/2304.12573},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.12573},
doi = {10.48550/ARXIV.2304.12573},
eprinttype = {arXiv},
eprint = {2304.12573},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-12573.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/SalminenCJTGJ22,
author = {Joni Salminen and
Kamal Chhirang and
Soon{-}Gyo Jung and
Saravanan Thirumuruganathan and
Kathleen W. Guan and
Bernard J. Jansen},
title = {Big Data, Small Personas: How Algorithms Shape the Demographic Representation
of Data-Driven User Segments},
journal = {Big Data},
volume = {10},
number = {4},
pages = {313--336},
year = {2022},
url = {https://doi.org/10.1089/big.2021.0177},
doi = {10.1089/BIG.2021.0177},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bigdata/SalminenCJTGJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/AnahidehAT22,
author = {Hadis Anahideh and
Abolfazl Asudeh and
Saravanan Thirumuruganathan},
title = {Fair active learning},
journal = {Expert Syst. Appl.},
volume = {199},
pages = {116981},
year = {2022},
url = {https://doi.org/10.1016/j.eswa.2022.116981},
doi = {10.1016/J.ESWA.2022.116981},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/AnahidehAT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdiq/Thirumuruganathan22,
author = {Saravanan Thirumuruganathan and
Mayuresh Kunjir and
Mourad Ouzzani and
Sanjay Chawla},
title = {Automated Annotations for {AI} Data and Model Transparency},
journal = {{ACM} J. Data Inf. Qual.},
volume = {14},
number = {1},
pages = {2:1--2:9},
year = {2022},
url = {https://doi.org/10.1145/3460000},
doi = {10.1145/3460000},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdiq/Thirumuruganathan22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdiq/SantoroTP22,
author = {Donatello Santoro and
Saravanan Thirumuruganathan and
Paolo Papotti},
title = {Editorial: Special Issue on Deep Learning for Data Quality},
journal = {{ACM} J. Data Inf. Qual.},
volume = {14},
number = {3},
pages = {14:1--14:3},
year = {2022},
url = {https://doi.org/10.1145/3513135},
doi = {10.1145/3513135},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdiq/SantoroTP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/AbuodaTA22,
author = {Ghadeer Abuoda and
Saravanan Thirumuruganathan and
Ashraf Aboulnaga},
title = {Accelerating Entity Lookups in Knowledge Graphs Through Embeddings},
booktitle = {38th {IEEE} International Conference on Data Engineering, {ICDE} 2022,
Kuala Lumpur, Malaysia, May 9-12, 2022},
pages = {1111--1123},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDE53745.2022.00088},
doi = {10.1109/ICDE53745.2022.00088},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/AbuodaTA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/Thirumuruganathan22,
author = {Saravanan Thirumuruganathan and
Suraj Shetiya and
Nick Koudas and
Gautam Das},
title = {Prediction Intervals for Learned Cardinality Estimation: An Experimental
Evaluation},
booktitle = {38th {IEEE} International Conference on Data Engineering, {ICDE} 2022,
Kuala Lumpur, Malaysia, May 9-12, 2022},
pages = {3051--3064},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDE53745.2022.00274},
doi = {10.1109/ICDE53745.2022.00274},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/Thirumuruganathan22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sp/Thirumuruganathan22,
author = {Saravanan Thirumuruganathan and
Mohamed Nabeel and
Euijin Choo and
Issa Khalil and
Ting Yu},
title = {{SIRAJ:} {A} Unified Framework for Aggregation of Malicious Entity
Detectors},
booktitle = {43rd {IEEE} Symposium on Security and Privacy, {SP} 2022, San Francisco,
CA, USA, May 22-26, 2022},
pages = {507--521},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SP46214.2022.9833725},
doi = {10.1109/SP46214.2022.9833725},
timestamp = {Thu, 21 Sep 2023 15:57:27 +0200},
biburl = {https://dblp.org/rec/conf/sp/Thirumuruganathan22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/AsudehATNZDS21,
author = {Abolfazl Asudeh and
Jees Augustine and
Saravanan Thirumuruganathan and
Azade Nazi and
Nan Zhang and
Gautam Das and
Divesh Srivastava},
title = {Scalable signal reconstruction for a broad range of applications},
journal = {Commun. {ACM}},
volume = {64},
number = {2},
pages = {106--115},
year = {2021},
url = {https://doi.org/10.1145/3441689},
doi = {10.1145/3441689},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/AsudehATNZDS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ecr/Thirumuruganathan21,
author = {Saravanan Thirumuruganathan and
Soon{-}Gyo Jung and
Dianne Ramirez Robillos and
Joni Salminen and
Bernard J. Jansen},
title = {Forecasting the nearly unforecastable: why aren't airline bookings
adhering to the prediction algorithm?},
journal = {Electron. Commer. Res.},
volume = {21},
number = {1},
pages = {73--100},
year = {2021},
url = {https://doi.org/10.1007/s10660-021-09457-0},
doi = {10.1007/S10660-021-09457-0},
timestamp = {Sun, 16 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ecr/Thirumuruganathan21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/Thirumuruganathan21,
author = {Saravanan Thirumuruganathan and
Han Li and
Nan Tang and
Mourad Ouzzani and
Yash Govind and
Derek Paulsen and
Glenn Fung and
AnHai Doan},
title = {Deep Learning for Blocking in Entity Matching: {A} Design Space Exploration},
journal = {Proc. {VLDB} Endow.},
volume = {14},
number = {11},
pages = {2459--2472},
year = {2021},
url = {http://www.vldb.org/pvldb/vol14/p2459-thirumuruganathan.pdf},
doi = {10.14778/3476249.3476294},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/Thirumuruganathan21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sebd/CappuzzoPT21,
author = {Riccardo Cappuzzo and
Paolo Papotti and
Saravanan Thirumuruganathan},
editor = {Sergio Greco and
Maurizio Lenzerini and
Elio Masciari and
Andrea Tagarelli},
title = {EmbDI: Generating Embeddings for Relational Data Integration (Discussion
Paper)},
booktitle = {Proceedings of the 29th Italian Symposium on Advanced Database Systems,
{SEBD} 2021, Pizzo Calabro (VV), Italy, September 5-9, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {2994},
pages = {331--338},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-2994/paper36.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:20 +0100},
biburl = {https://dblp.org/rec/conf/sebd/CappuzzoPT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/HasaniTK021,
author = {Sona Hasani and
Saravanan Thirumuruganathan and
Nick Koudas and
Gautam Das},
editor = {Guoliang Li and
Zhanhuai Li and
Stratos Idreos and
Divesh Srivastava},
title = {Shahin: Faster Algorithms for Generating Explanations for Multiple
Predictions},
booktitle = {{SIGMOD} '21: International Conference on Management of Data, Virtual
Event, China, June 20-25, 2021},
pages = {2235--2243},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3448016.3457332},
doi = {10.1145/3448016.3457332},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/HasaniTK021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/Thirumuruganathan21,
author = {Saravanan Thirumuruganathan and
Michael Simpson and
Laks V. S. Lakshmanan},
editor = {Guoliang Li and
Zhanhuai Li and
Stratos Idreos and
Divesh Srivastava},
title = {To Intervene or Not To Intervene: Cost based Intervention for Combating
Fake News},
booktitle = {{SIGMOD} '21: International Conference on Management of Data, Virtual
Event, China, June 20-25, 2021},
pages = {2300--2309},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3448016.3452778},
doi = {10.1145/3448016.3452778},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/Thirumuruganathan21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sosp/YangMTCW21,
author = {Ke Yang and
Xiaosong Ma and
Saravanan Thirumuruganathan and
Kang Chen and
Yongwei Wu},
editor = {Robbert van Renesse and
Nickolai Zeldovich},
title = {Random Walks on Huge Graphs at Cache Efficiency},
booktitle = {{SOSP} '21: {ACM} {SIGOPS} 28th Symposium on Operating Systems Principles,
Virtual Event / Koblenz, Germany, October 26-29, 2021},
pages = {311--326},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3477132.3483575},
doi = {10.1145/3477132.3483575},
timestamp = {Thu, 21 Oct 2021 16:30:29 +0200},
biburl = {https://dblp.org/rec/conf/sosp/YangMTCW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/AugustineSATN0020,
author = {Jees Augustine and
Suraj Shetiya and
Abolfazl Asudeh and
Saravanan Thirumuruganathan and
Azade Nazi and
Nan Zhang and
Gautam Das and
Divesh Srivastava},
title = {Orca-SR: {A} Real-Time Traffic Engineering Framework leveraging Similarity
Joins},
journal = {Proc. {VLDB} Endow.},
volume = {13},
number = {12},
pages = {2977--2980},
year = {2020},
url = {http://www.vldb.org/pvldb/vol13/p2977-augustine.pdf},
doi = {10.14778/3415478.3415523},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/AugustineSATN0020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/ShetiyaTK020,
author = {Suraj Shetiya and
Saravanan Thirumuruganathan and
Nick Koudas and
Gautam Das},
title = {Astrid: Accurate Selectivity Estimation for String Predicates using
Deep Learning},
journal = {Proc. {VLDB} Endow.},
volume = {14},
number = {4},
pages = {471--484},
year = {2020},
url = {http://www.vldb.org/pvldb/vol14/p471-shetiya.pdf},
doi = {10.14778/3436905.3436907},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/ShetiyaTK020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmod/Amer-YahiaRCMMB20,
author = {Sihem Amer{-}Yahia and
Senjuti Basu Roy and
Lei Chen and
Atsuyuki Morishima and
James Abello Monedero and
Pierre Bourhis and
Fran{\c{c}}ois Charoy and
Marina Danilevsky and
Gautam Das and
Gianluca Demartini and
Shady Elbassuoni and
David Gross{-}Amblard and
Emilie Hoareau and
Munenari Inoguchi and
Jared B. Kenworthy and
Itaru Kitahara and
Dongwon Lee and
Yunyao Li and
Ria Mae Borromeo and
Paolo Papotti and
H. Raghav Rao and
Sudeepa Roy and
Pierre Senellart and
Keishi Tajima and
Saravanan Thirumuruganathan and
Marion Tommasi and
Kazutoshi Umemoto and
Andrea Wiggins and
Koichiro Yoshida},
title = {Making {AI} Machines Work for Humans in FoW},
journal = {{SIGMOD} Rec.},
volume = {49},
number = {2},
pages = {30--35},
year = {2020},
url = {https://doi.org/10.1145/3442322.3442327},
doi = {10.1145/3442322.3442327},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigmod/Amer-YahiaRCMMB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/AsudehANTZDS20,
author = {Abolfazl Asudeh and
Jees Augustine and
Azade Nazi and
Saravanan Thirumuruganathan and
Nan Zhang and
Gautam Das and
Divesh Srivastava},
title = {Scalable algorithms for signal reconstruction by leveraging similarity
joins},
journal = {{VLDB} J.},
volume = {29},
number = {2-3},
pages = {681--707},
year = {2020},
url = {https://doi.org/10.1007/s00778-019-00562-z},
doi = {10.1007/S00778-019-00562-Z},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vldb/AsudehANTZDS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/Thirumuruganathan20,
author = {Saravanan Thirumuruganathan and
Nan Tang and
Mourad Ouzzani and
AnHai Doan},
editor = {Angela Bonifati and
Yongluan Zhou and
Marcos Antonio Vaz Salles and
Alexander B{\"{o}}hm and
Dan Olteanu and
George H. L. Fletcher and
Arijit Khan and
Bin Yang},
title = {Data Curation with Deep Learning},
booktitle = {Proceedings of the 23rd International Conference on Extending Database
Technology, {EDBT} 2020, Copenhagen, Denmark, March 30 - April 02,
2020},
pages = {277--286},
publisher = {OpenProceedings.org},
year = {2020},
url = {https://doi.org/10.5441/002/edbt.2020.25},
doi = {10.5441/002/EDBT.2020.25},
timestamp = {Wed, 15 Feb 2023 22:11:05 +0100},
biburl = {https://dblp.org/rec/conf/edbt/Thirumuruganathan20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/Thirumuruganathan20,
author = {Saravanan Thirumuruganathan and
Shohedul Hasan and
Nick Koudas and
Gautam Das},
title = {Approximate Query Processing for Data Exploration using Deep Generative
Models},
booktitle = {36th {IEEE} International Conference on Data Engineering, {ICDE} 2020,
Dallas, TX, USA, April 20-24, 2020},
pages = {1309--1320},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDE48307.2020.00117},
doi = {10.1109/ICDE48307.2020.00117},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/Thirumuruganathan20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/HasanTAK020,
author = {Shohedul Hasan and
Saravanan Thirumuruganathan and
Jees Augustine and
Nick Koudas and
Gautam Das},
editor = {David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo},
title = {Deep Learning Models for Selectivity Estimation of Multi-Attribute
Queries},
booktitle = {Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020},
pages = {1035--1050},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3318464.3389741},
doi = {10.1145/3318464.3389741},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/HasanTAK020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/WuCSCT20,
author = {Renzhi Wu and
Sanya Chaba and
Saurabh Sawlani and
Xu Chu and
Saravanan Thirumuruganathan},
editor = {David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo},
title = {ZeroER: Entity Resolution using Zero Labeled Examples},
booktitle = {Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020},
pages = {1149--1164},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3318464.3389743},
doi = {10.1145/3318464.3389743},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/WuCSCT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/CappuzzoPT20,
author = {Riccardo Cappuzzo and
Paolo Papotti and
Saravanan Thirumuruganathan},
editor = {David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo},
title = {Creating Embeddings of Heterogeneous Relational Datasets for Data
Integration Tasks},
booktitle = {Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020},
pages = {1335--1349},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3318464.3389742},
doi = {10.1145/3318464.3389742},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/CappuzzoPT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/Gross-AmblardMT19,
author = {David Gross{-}Amblard and
Atsuyuki Morishima and
Saravanan Thirumuruganathan and
Marion Tommasi and
Ko Yoshida},
title = {Platform Design for Crowdsourcing and Future of Work},
journal = {{IEEE} Data Eng. Bull.},
volume = {42},
number = {4},
pages = {35--45},
year = {2019},
url = {http://sites.computer.org/debull/A19dec/p35.pdf},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/debu/Gross-AmblardMT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/Borromeo0DRT19,
author = {Ria Mae Borromeo and
Lei Chen and
Abhishek Dubey and
Sudeepa Roy and
Saravanan Thirumuruganathan},
title = {On Benchmarking for Crowdsourcing and Future of Work Platforms},
journal = {{IEEE} Data Eng. Bull.},
volume = {42},
number = {4},
pages = {46--54},
year = {2019},
url = {http://sites.computer.org/debull/A19dec/p46.pdf},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/debu/Borromeo0DRT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/HasaniGHTAKD19,
author = {Sona Hasani and
Faezeh Ghaderi and
Shohedul Hasan and
Saravanan Thirumuruganathan and
Abolfazl Asudeh and
Nick Koudas and
Gautam Das},
title = {ApproxML: Efficient Approximate Ad-Hoc {ML} Models Through Materialization
and Reuse},
journal = {Proc. {VLDB} Endow.},
volume = {12},
number = {12},
pages = {1906--1909},
year = {2019},
url = {http://www.vldb.org/pvldb/vol12/p1906-hasani.pdf},
doi = {10.14778/3352063.3352096},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/HasaniGHTAKD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/LakshmananST19,
author = {Laks V. S. Lakshmanan and
Michael Simpson and
Saravanan Thirumuruganathan},
title = {Combating Fake News: {A} Data Management and Mining Perspective},
journal = {Proc. {VLDB} Endow.},
volume = {12},
number = {12},
pages = {1990--1993},
year = {2019},
url = {http://www.vldb.org/pvldb/vol12/p1990-lakshmanan.pdf},
doi = {10.14778/3352063.3352117},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/LakshmananST19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmod/AsudehANTZDS19,
author = {Abolfazl Asudeh and
Jees Augustine and
Azade Nazi and
Saravanan Thirumuruganathan and
Nan Zhang and
Gautam Das and
Divesh Srivastava},
title = {Efficient Signal Reconstruction for a Broad Range of Applications},
journal = {{SIGMOD} Rec.},
volume = {48},
number = {1},
pages = {42--49},
year = {2019},
url = {https://doi.org/10.1145/3371316.3371327},
doi = {10.1145/3371316.3371327},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigmod/AsudehANTZDS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/RahmanRTAD19,
author = {Habibur Rahman and
Senjuti Basu Roy and
Saravanan Thirumuruganathan and
Sihem Amer{-}Yahia and
Gautam Das},
title = {Optimized group formation for solving collaborative tasks},
journal = {{VLDB} J.},
volume = {28},
number = {1},
pages = {1--23},
year = {2019},
url = {https://doi.org/10.1007/s00778-018-0516-7},
doi = {10.1007/S00778-018-0516-7},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vldb/RahmanRTAD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cloud/Contreras-Rojas19,
author = {Bertty Contreras{-}Rojas and
Jorge{-}Arnulfo Quian{\'{e}}{-}Ruiz and
Zoi Kaoudi and
Saravanan Thirumuruganathan},
title = {TagSniff: Simplified Big Data Debugging for Dataflow Jobs},
booktitle = {Proceedings of the {ACM} Symposium on Cloud Computing, SoCC 2019,
Santa Cruz, CA, USA, November 20-23, 2019},
pages = {453--464},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357223.3362738},
doi = {10.1145/3357223.3362738},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cloud/Contreras-Rojas19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/EbaidTAEO19,
author = {Amr Ebaid and
Saravanan Thirumuruganathan and
Walid G. Aref and
Ahmed K. Elmagarmid and
Mourad Ouzzani},
title = {{EXPLAINER:} Entity Resolution Explanations},
booktitle = {35th {IEEE} International Conference on Data Engineering, {ICDE} 2019,
Macao, China, April 8-11, 2019},
pages = {2000--2003},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDE.2019.00224},
doi = {10.1109/ICDE.2019.00224},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/EbaidTAEO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inforsid/Berti-EquilleHN19,
author = {Laure Berti{-}{\'{E}}quille and
Hazar Harmouch and
Felix Naumann and
No{\"{e}}l Novelli and
Saravanan Thirumuruganathan},
title = {Discovery of Genuine Functional Dependencies from Relational Data
with Missing Values},
booktitle = {Actes du XXXVII{\`{e}}me Congr{\`{e}}s INFORSID, Paris, France, June
11-14, 2019},
pages = {287--288},
year = {2019},
url = {http://inforsid.fr/actes/2019/INFORSID\_2019\_p287-288.pdf},
timestamp = {Mon, 01 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inforsid/Berti-EquilleHN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/Thirumuruganathan19,
author = {Saravanan Thirumuruganathan and
Mourad Ouzzani and
Nan Tang},
title = {Explaining Entity Resolution Predictions: Where are we and What needs
to be done?},
booktitle = {Proceedings of the Workshop on Human-In-the-Loop Data Analytics, HILDA@SIGMOD
2019, Amsterdam, The Netherlands, July 5, 2019},
pages = {10:1--10:6},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3328519.3329130},
doi = {10.1145/3328519.3329130},
timestamp = {Wed, 25 Sep 2019 13:30:59 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/Thirumuruganathan19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/SalamKT0R19,
author = {Md. Abdus Salam and
Mary E. Koone and
Saravanan Thirumuruganathan and
Gautam Das and
Senjuti Basu Roy},
editor = {Ling Liu and
Ryen W. White and
Amin Mantrach and
Fabrizio Silvestri and
Julian J. McAuley and
Ricardo Baeza{-}Yates and
Leila Zia},
title = {A Human-in-the-loop Attribute Design Framework for Classification},
booktitle = {The World Wide Web Conference, {WWW} 2019, San Francisco, CA, USA,
May 13-17, 2019},
pages = {1612--1622},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308558.3313547},
doi = {10.1145/3308558.3313547},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/SalamKT0R19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-09999,
author = {Shohedul Hasan and
Saravanan Thirumuruganathan and
Jees Augustine and
Nick Koudas and
Gautam Das},
title = {Multi-Attribute Selectivity Estimation Using Deep Learning},
journal = {CoRR},
volume = {abs/1903.09999},
year = {2019},
url = {http://arxiv.org/abs/1903.09999},
eprinttype = {arXiv},
eprint = {1903.09999},
timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-09999.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-10000,
author = {Saravanan Thirumuruganathan and
Shohedul Hasan and
Nick Koudas and
Gautam Das},
title = {Approximate Query Processing using Deep Generative Models},
journal = {CoRR},
volume = {abs/1903.10000},
year = {2019},
url = {http://arxiv.org/abs/1903.10000},
eprinttype = {arXiv},
eprint = {1903.10000},
timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-10000.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-13276,
author = {Laure Berti{-}{\'{E}}quille and
Ji Meng Loh and
Saravanan Thirumuruganathan},
title = {Are Outlier Detection Methods Resilient to Sampling?},
journal = {CoRR},
volume = {abs/1907.13276},
year = {2019},
url = {http://arxiv.org/abs/1907.13276},
eprinttype = {arXiv},
eprint = {1907.13276},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-13276.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-06049,
author = {Renzhi Wu and
Sanya Chaba and
Saurabh Sawlani and
Xu Chu and
Saravanan Thirumuruganathan},
title = {AutoER: Automated Entity Resolution using Generative Modelling},
journal = {CoRR},
volume = {abs/1908.06049},
year = {2019},
url = {http://arxiv.org/abs/1908.06049},
eprinttype = {arXiv},
eprint = {1908.06049},
timestamp = {Mon, 19 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-06049.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-01120,
author = {Riccardo Cappuzzo and
Paolo Papotti and
Saravanan Thirumuruganathan},
title = {Local Embeddings for Relational Data Integration},
journal = {CoRR},
volume = {abs/1909.01120},
year = {2019},
url = {http://arxiv.org/abs/1909.01120},
eprinttype = {arXiv},
eprint = {1909.01120},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-01120.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cybersecurity/BakdashHZMTSHD18,
author = {Jonathan Z. Bakdash and
Steve E. Hutchinson and
Erin G. Zaroukian and
Laura R. Marusich and
Saravanan Thirumuruganathan and
Charmaine Sample and
Blaine Hoffman and
Gautam Das},
title = {Malware in the future? Forecasting of analyst detection of cyber events},
journal = {J. Cybersecur.},
volume = {4},
number = {1},
pages = {tyy007},
year = {2018},
url = {https://doi.org/10.1093/cybsec/tyy007},
doi = {10.1093/CYBSEC/TYY007},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cybersecurity/BakdashHZMTSHD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/Berti-EquilleHN18,
author = {Laure Berti{-}{\'{E}}quille and
Hazar Harmouch and
Felix Naumann and
No{\"{e}}l Novelli and
Saravanan Thirumuruganathan},
title = {Discovery of Genuine Functional Dependencies from Relational Data
with Missing Values},
journal = {Proc. {VLDB} Endow.},
volume = {11},
number = {8},
pages = {880--892},
year = {2018},
url = {http://www.vldb.org/pvldb/vol11/p880-berti-equille.pdf},
doi = {10.14778/3204028.3204032},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/Berti-EquilleHN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/AsudehNATZDS18,
author = {Abolfazl Asudeh and
Azade Nazi and
Jees Augustine and
Saravanan Thirumuruganathan and
Nan Zhang and
Gautam Das and
Divesh Srivastava},
title = {Leveraging Similarity Joins for Signal Reconstruction},
journal = {Proc. {VLDB} Endow.},
volume = {11},
number = {10},
pages = {1276--1288},
year = {2018},
url = {http://www.vldb.org/pvldb/vol11/p1276-asudeh.pdf},
doi = {10.14778/3231751.3231752},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/AsudehNATZDS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/AgrawalCCEIKKLM18,
author = {Divy Agrawal and
Sanjay Chawla and
Bertty Contreras{-}Rojas and
Ahmed K. Elmagarmid and
Yasser Idris and
Zoi Kaoudi and
Sebastian Kruse and
Ji Lucas and
Essam Mansour and
Mourad Ouzzani and
Paolo Papotti and
Jorge{-}Arnulfo Quian{\'{e}}{-}Ruiz and
Nan Tang and
Saravanan Thirumuruganathan and
Anis Troudi},
title = {{RHEEM:} Enabling Cross-Platform Data Processing - May The Big Data
Be With You! -},
journal = {Proc. {VLDB} Endow.},
volume = {11},
number = {11},
pages = {1414--1427},
year = {2018},
url = {http://www.vldb.org/pvldb/vol11/p1414-agrawal.pdf},
doi = {10.14778/3236187.3236195},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/AgrawalCCEIKKLM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/EbraheemTJOT18,
author = {Muhammad Ebraheem and
Saravanan Thirumuruganathan and
Shafiq R. Joty and
Mourad Ouzzani and
Nan Tang},
title = {Distributed Representations of Tuples for Entity Resolution},
journal = {Proc. {VLDB} Endow.},
volume = {11},
number = {11},
pages = {1454--1467},
year = {2018},
url = {http://www.vldb.org/pvldb/vol11/p1454-ebraheem.pdf},
doi = {10.14778/3236187.3236198},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/EbraheemTJOT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/HasaniTAKD18,
author = {Sona Hasani and
Saravanan Thirumuruganathan and
Abolfazl Asudeh and
Nick Koudas and
Gautam Das},
title = {Efficient Construction of Approximate Ad-Hoc {ML} models Through Materialization
and Reuse},
journal = {Proc. {VLDB} Endow.},
volume = {11},
number = {11},
pages = {1468--1481},
year = {2018},
url = {http://www.vldb.org/pvldb/vol11/p1468-hasani.pdf},
doi = {10.14778/3236187.3236199},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/HasaniTAKD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/AhmedHKTDMI018,
author = {Sadia Ahmed and
Sona Hasani and
Mary Koone and
Saravanan Thirumuruganathan and
Montserrat Diaz{-}Abad and
Ron Mitchell and
Amal Isaiah and
Gautam Das},
title = {An Empirical Study of Questionnaires for the Diagnosis of Pediatric
Obstructive Sleep Apnea},
booktitle = {40th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2018, Honolulu, HI, USA, July
18-21, 2018},
pages = {4097--4100},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/EMBC.2018.8513389},
doi = {10.1109/EMBC.2018.8513389},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/AhmedHKTDMI018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lbs/StanojevicATMCF18,
author = {Rade Stanojevic and
Sofiane Abbar and
Saravanan Thirumuruganathan and
Gianmarco De Francisci Morales and
Sanjay Chawla and
Fethi Filali and
Ahid Aleimat},
editor = {Peter Kiefer and
Haosheng Huang and
Nico Van de Weghe and
Martin Raubal},
title = {Road Network Fusion for Incremental Map Updates},
booktitle = {Progress in Location Based Services 2018, {LBS} 2018, Zurich, Switzerland,
15-17 January 2018},
series = {Lecture Notes in Geoinformation and Cartography},
pages = {91--109},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-71470-7\_5},
doi = {10.1007/978-3-319-71470-7\_5},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lbs/StanojevicATMCF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/StanojevicATCFA18,
author = {Rade Stanojevic and
Sofiane Abbar and
Saravanan Thirumuruganathan and
Sanjay Chawla and
Fethi Filali and
Ahid Aleimat},
editor = {Martin Ester and
Dino Pedreschi},
title = {Robust Road Map Inference through Network Alignment of Trajectories},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {135--143},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.15},
doi = {10.1137/1.9781611975321.15},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/StanojevicATCFA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/db/Amer-YahiaD0T018,
author = {Sihem Amer{-}Yahia and
Mahashweta Das and
Gautam Das and
Saravanan Thirumuruganathan and
Cong Yu},
editor = {Ling Liu and
M. Tamer {\"{O}}zsu},
title = {Structure Analytics in Social Media},
booktitle = {Encyclopedia of Database Systems, Second Edition},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-1-4614-8265-9\_80709},
doi = {10.1007/978-1-4614-8265-9\_80709},
timestamp = {Thu, 14 Feb 2019 09:43:36 +0100},
biburl = {https://dblp.org/rec/reference/db/Amer-YahiaD0T018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/db/Amer-YahiaR0LRT18,
author = {Sihem Amer{-}Yahia and
Senjuti Basu Roy and
Gautam Das and
Ioanna Lykourentzou and
Habibur Rahman and
Saravanan Thirumuruganathan},
editor = {Ling Liu and
M. Tamer {\"{O}}zsu},
title = {Human Factors Modeling in Crowdsourcing},
booktitle = {Encyclopedia of Database Systems, Second Edition},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-1-4614-8265-9\_80659},
doi = {10.1007/978-1-4614-8265-9\_80659},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/reference/db/Amer-YahiaR0LRT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-02351,
author = {Rade Stanojevic and
Sofiane Abbar and
Saravanan Thirumuruganathan and
Gianmarco De Francisci Morales and
Sanjay Chawla and
Fethi Filali and
Ahid Aleimat},
title = {Road Network Fusion for Incremental Map Updates},
journal = {CoRR},
volume = {abs/1802.02351},
year = {2018},
url = {http://arxiv.org/abs/1802.02351},
eprinttype = {arXiv},
eprint = {1802.02351},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-02351.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-01384,
author = {Saravanan Thirumuruganathan and
Nan Tang and
Mourad Ouzzani},
title = {Data Curation with Deep Learning [Vision]: Towards Self Driving Data
Curation},
journal = {CoRR},
volume = {abs/1803.01384},
year = {2018},
url = {http://arxiv.org/abs/1803.01384},
eprinttype = {arXiv},
eprint = {1803.01384},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-01384.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-11084,
author = {Saravanan Thirumuruganathan and
Shameem Ahamed Puthiya Parambath and
Mourad Ouzzani and
Nan Tang and
Shafiq R. Joty},
title = {Reuse and Adaptation for Entity Resolution through Transfer Learning},
journal = {CoRR},
volume = {abs/1809.11084},
year = {2018},
url = {http://arxiv.org/abs/1809.11084},
eprinttype = {arXiv},
eprint = {1809.11084},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-11084.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/RahmanLST0D17,
author = {Md Farhadur Rahman and
Weimo Liu and
Saad Bin Suhaim and
Saravanan Thirumuruganathan and
Nan Zhang and
Gautam Das},
title = {Density Based Clustering over Location Based Services},
booktitle = {33rd {IEEE} International Conference on Data Engineering, {ICDE} 2017,
San Diego, CA, USA, April 19-22, 2017},
pages = {461--469},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDE.2017.103},
doi = {10.1109/ICDE.2017.103},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/RahmanLST0D17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/KaoudiQTCA17,
author = {Zoi Kaoudi and
Jorge{-}Arnulfo Quian{\'{e}}{-}Ruiz and
Saravanan Thirumuruganathan and
Sanjay Chawla and
Divy Agrawal},
editor = {Semih Salihoglu and
Wenchao Zhou and
Rada Chirkova and
Jun Yang and
Dan Suciu},
title = {A Cost-based Optimizer for Gradient Descent Optimization},
booktitle = {Proceedings of the 2017 {ACM} International Conference on Management
of Data, {SIGMOD} Conference 2017, Chicago, IL, USA, May 14-19, 2017},
pages = {977--992},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3035918.3064042},
doi = {10.1145/3035918.3064042},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/KaoudiQTCA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/Thirumuruganathan17,
author = {Saravanan Thirumuruganathan and
Laure Berti{-}{\'{E}}quille and
Mourad Ouzzani and
Jorge{-}Arnulfo Quian{\'{e}}{-}Ruiz and
Nan Tang},
editor = {Semih Salihoglu and
Wenchao Zhou and
Rada Chirkova and
Jun Yang and
Dan Suciu},
title = {UGuide: User-Guided Discovery of FD-Detectable Errors},
booktitle = {Proceedings of the 2017 {ACM} International Conference on Management
of Data, {SIGMOD} Conference 2017, Chicago, IL, USA, May 14-19, 2017},
pages = {1385--1397},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3035918.3064024},
doi = {10.1145/3035918.3064024},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/Thirumuruganathan17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/StanojevicATCFA17,
author = {Rade Stanojevic and
Sofiane Abbar and
Saravanan Thirumuruganathan and
Sanjay Chawla and
Fethi Filali and
Ahid Aleimat},
title = {Kharita: Robust Map Inference using Graph Spanners},
journal = {CoRR},
volume = {abs/1702.06025},
year = {2017},
url = {http://arxiv.org/abs/1702.06025},
eprinttype = {arXiv},
eprint = {1702.06025},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/StanojevicATCFA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KaoudiQTCA17,
author = {Zoi Kaoudi and
Jorge{-}Arnulfo Quian{\'{e}}{-}Ruiz and
Saravanan Thirumuruganathan and
Sanjay Chawla and
Divy Agrawal},
title = {A Cost-based Optimizer for Gradient Descent Optimization},
journal = {CoRR},
volume = {abs/1703.09193},
year = {2017},
url = {http://arxiv.org/abs/1703.09193},
eprinttype = {arXiv},
eprint = {1703.09193},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KaoudiQTCA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BakdashHZMTSHD17,
author = {Jonathan Z. Bakdash and
Steve E. Hutchinson and
Erin G. Zaroukian and
Laura R. Marusich and
Saravanan Thirumuruganathan and
Char Sample and
Blaine Hoffman and
Gautam Das},
title = {Malware in the Future? Forecasting Analyst Detection of Cyber Events},
journal = {CoRR},
volume = {abs/1707.03243},
year = {2017},
url = {http://arxiv.org/abs/1707.03243},
eprinttype = {arXiv},
eprint = {1707.03243},
timestamp = {Sun, 13 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BakdashHZMTSHD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-00597,
author = {Muhammad Ebraheem and
Saravanan Thirumuruganathan and
Shafiq R. Joty and
Mourad Ouzzani and
Nan Tang},
title = {DeepER - Deep Entity Resolution},
journal = {CoRR},
volume = {abs/1710.00597},
year = {2017},
url = {http://arxiv.org/abs/1710.00597},
eprinttype = {arXiv},
eprint = {1710.00597},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-00597.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/AsudehTZD16,
author = {Abolfazl Asudeh and
Saravanan Thirumuruganathan and
Nan Zhang and
Gautam Das},
title = {Discovering the Skyline of Web Databases},
journal = {Proc. {VLDB} Endow.},
volume = {9},
number = {7},
pages = {600--611},
year = {2016},
url = {http://www.vldb.org/pvldb/vol9/p600-asudeh.pdf},
doi = {10.14778/2904483.2904491},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/AsudehTZD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/IkedaMRRTAD16,
author = {Kosetsu Ikeda and
Atsuyuki Morishima and
Habibur Rahman and
Senjuti Basu Roy and
Saravanan Thirumuruganathan and
Sihem Amer{-}Yahia and
Gautam Das},
title = {Collaborative Crowdsourcing with Crowd4U},
journal = {Proc. {VLDB} Endow.},
volume = {9},
number = {13},
pages = {1497--1500},
year = {2016},
url = {http://www.vldb.org/pvldb/vol9/p1497-ikeda.pdf},
doi = {10.14778/3007263.3007293},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/IkedaMRRTAD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/RahmanSLT0D16,
author = {Md Farhadur Rahman and
Saad Bin Suhaim and
Weimo Liu and
Saravanan Thirumuruganathan and
Nan Zhang and
Gautam Das},
title = {{ANALOC:} Efficient analytics over Location Based Services},
booktitle = {32nd {IEEE} International Conference on Data Engineering, {ICDE} 2016,
Helsinki, Finland, May 16-20, 2016},
pages = {1366--1369},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDE.2016.7498346},
doi = {10.1109/ICDE.2016.7498346},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/RahmanSLT0D16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RahmanLST0D16,
author = {Md Farhadur Rahman and
Weimo Liu and
Saad Bin Suhaim and
Saravanan Thirumuruganathan and
Nan Zhang and
Gautam Das},
title = {{HDBSCAN:} Density based Clustering over Location Based Services},
journal = {CoRR},
volume = {abs/1602.03730},
year = {2016},
url = {http://arxiv.org/abs/1602.03730},
eprinttype = {arXiv},
eprint = {1602.03730},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RahmanLST0D16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/LuTZD15,
author = {Yachao Lu and
Saravanan Thirumuruganathan and
Nan Zhang and
Gautam Das},
title = {Hidden Database Research and Analytics {(HYDRA)} System},
journal = {{IEEE} Data Eng. Bull.},
volume = {38},
number = {3},
pages = {84--102},
year = {2015},
url = {http://sites.computer.org/debull/A15sept/p84.pdf},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/debu/LuTZD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/NaziZT0D15,
author = {Azade Nazi and
Zhuojie Zhou and
Saravanan Thirumuruganathan and
Nan Zhang and
Gautam Das},
title = {Walk, Not Wait: Faster Sampling Over Online Social Networks},
journal = {Proc. {VLDB} Endow.},
volume = {8},
number = {6},
pages = {678--689},
year = {2015},
url = {http://www.vldb.org/pvldb/vol8/p678-nazi.pdf},
doi = {10.14778/2735703.2735707},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/NaziZT0D15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/RahmanLT0D15,
author = {Md Farhadur Rahman and
Weimo Liu and
Saravanan Thirumuruganathan and
Nan Zhang and
Gautam Das},
title = {Privacy Implications of Database Ranking},
journal = {Proc. {VLDB} Endow.},
volume = {8},
number = {10},
pages = {1106--1117},
year = {2015},
url = {http://www.vldb.org/pvldb/vol8/p1106-rahman.pdf},
doi = {10.14778/2794367.2794379},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/RahmanLT0D15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/RahmanTRAD15,
author = {Habibur Rahman and
Saravanan Thirumuruganathan and
Senjuti Basu Roy and
Sihem Amer{-}Yahia and
Gautam Das},
title = {Worker Skill Estimation in Team-Based Tasks},
journal = {Proc. {VLDB} Endow.},
volume = {8},
number = {11},
pages = {1142--1153},
year = {2015},
url = {http://www.vldb.org/pvldb/vol8/p1142-rahman.pdf},
doi = {10.14778/2809974.2809977},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/RahmanTRAD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/LiuRT0D15,
author = {Weimo Liu and
Md Farhadur Rahman and
Saravanan Thirumuruganathan and
Nan Zhang and
Gautam Das},
title = {Aggregate Estimations over Location Based Services},
journal = {Proc. {VLDB} Endow.},
volume = {8},
number = {12},
pages = {1334--1345},
year = {2015},
url = {http://www.vldb.org/pvldb/vol8/p1334-liu.pdf},
doi = {10.14778/2824032.2824034},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/LiuRT0D15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/RoyLTAD15,
author = {Senjuti Basu Roy and
Ioanna Lykourentzou and
Saravanan Thirumuruganathan and
Sihem Amer{-}Yahia and
Gautam Das},
title = {Task assignment optimization in knowledge-intensive crowdsourcing},
journal = {{VLDB} J.},
volume = {24},
number = {4},
pages = {467--491},
year = {2015},
url = {https://doi.org/10.1007/s00778-015-0385-2},
doi = {10.1007/S00778-015-0385-2},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/RoyLTAD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RahmanRTAD15,
author = {Habibur Rahman and
Senjuti Basu Roy and
Saravanan Thirumuruganathan and
Sihem Amer{-}Yahia and
Gautam Das},
editor = {Charu C. Aggarwal and
Zhi{-}Hua Zhou and
Alexander Tuzhilin and
Hui Xiong and
Xindong Wu},
title = {Task Assignment Optimization in Collaborative Crowdsourcing},
booktitle = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {949--954},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDM.2015.119},
doi = {10.1109/ICDM.2015.119},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/RahmanRTAD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/NaziTH0D15,
author = {Azade Nazi and
Saravanan Thirumuruganathan and
Vagelis Hristidis and
Nan Zhang and
Gautam Das},
editor = {Meeyoung Cha and
Cecilia Mascolo and
Christian Sandvig},
title = {Answering Complex Queries in an Online Community Network},
booktitle = {Proceedings of the Ninth International Conference on Web and Social
Media, {ICWSM} 2015, University of Oxford, Oxford, UK, May 26-29,
2015},
pages = {662--665},
publisher = {{AAAI} Press},
year = {2015},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM15/paper/view/10577},
timestamp = {Fri, 05 Feb 2021 11:07:20 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/NaziTH0D15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mass/NaziTH0D15,
author = {Azade Nazi and
Saravanan Thirumuruganathan and
Vagelis Hristidis and
Nan Zhang and
Gautam Das},
title = {Querying Hidden Attributes in an Online Community Network},
booktitle = {12th {IEEE} International Conference on Mobile Ad Hoc and Sensor Systems,
{MASS} 2015, Dallas, TX, USA, October 19-22, 2015},
pages = {657--662},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/MASS.2015.74},
doi = {10.1109/MASS.2015.74},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mass/NaziTH0D15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RahmanRTAD15,
author = {Habibur Rahman and
Senjuti Basu Roy and
Saravanan Thirumuruganathan and
Sihem Amer{-}Yahia and
Gautam Das},
title = {"The Whole Is Greater Than the Sum of Its Parts": Optimization
in Collaborative Crowdsourcing},
journal = {CoRR},
volume = {abs/1502.05106},
year = {2015},
url = {http://arxiv.org/abs/1502.05106},
eprinttype = {arXiv},
eprint = {1502.05106},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/RahmanRTAD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuRT0D15,
author = {Weimo Liu and
Md Farhadur Rahman and
Saravanan Thirumuruganathan and
Nan Zhang and
Gautam Das},
title = {Aggregate Estimations over Location Based Services},
journal = {CoRR},
volume = {abs/1505.02441},
year = {2015},
url = {http://arxiv.org/abs/1505.02441},
eprinttype = {arXiv},
eprint = {1505.02441},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuRT0D15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AsudehT0D15,
author = {Abolfazl Asudeh and
Saravanan Thirumuruganathan and
Nan Zhang and
Gautam Das},
title = {Discovering the Skyline of Web Databases},
journal = {CoRR},
volume = {abs/1512.02138},
year = {2015},
url = {http://arxiv.org/abs/1512.02138},
eprinttype = {arXiv},
eprint = {1512.02138},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AsudehT0D15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/LiuT0D14,
author = {Weimo Liu and
Saravanan Thirumuruganathan and
Nan Zhang and
Gautam Das},
title = {Aggregate Estimation Over Dynamic Hidden Web Databases},
journal = {Proc. {VLDB} Endow.},
volume = {7},
number = {12},
pages = {1107--1118},
year = {2014},
url = {http://www.vldb.org/pvldb/vol7/p1107-liu.pdf},
doi = {10.14778/2732977.2732985},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/LiuT0D14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/LiuST0DJ14,
author = {Weimo Liu and
Saad Bin Suhaim and
Saravanan Thirumuruganathan and
Nan Zhang and
Gautam Das and
Ali Jaoua},
title = {HDBTracker: Monitoring the Aggregates On Dynamic Hidden Web Databases},
journal = {Proc. {VLDB} Endow.},
volume = {7},
number = {13},
pages = {1569--1572},
year = {2014},
url = {http://www.vldb.org/pvldb/vol7/p1569-liu.pdf},
doi = {10.14778/2733004.2733032},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/LiuST0DJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/ThirumuruganathanRAD14,
author = {Saravanan Thirumuruganathan and
Habibur Rahman and
Sofiane Abbar and
Gautam Das},
title = {Beyond Itemsets: Mining Frequent Featuresets over Structured Items},
journal = {Proc. {VLDB} Endow.},
volume = {8},
number = {3},
pages = {257--268},
year = {2014},
url = {http://www.vldb.org/pvldb/vol8/p257-thirumuruganathan.pdf},
doi = {10.14778/2735508.2735515},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/ThirumuruganathanRAD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/DasTADY14,
author = {Mahashweta Das and
Saravanan Thirumuruganathan and
Sihem Amer{-}Yahia and
Gautam Das and
Cong Yu},
title = {An expressive framework and efficient algorithms for the analysis
of collaborative tagging},
journal = {{VLDB} J.},
volume = {23},
number = {2},
pages = {201--226},
year = {2014},
url = {https://doi.org/10.1007/s00778-013-0341-y},
doi = {10.1007/S00778-013-0341-Y},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vldb/DasTADY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cosn/EftekharTDK14,
author = {Milad Eftekhar and
Saravanan Thirumuruganathan and
Gautam Das and
Nick Koudas},
editor = {Alessandra Sala and
Ashish Goel and
Krishna P. Gummadi},
title = {Price trade-offs in social media advertising},
booktitle = {Proceedings of the second {ACM} conference on Online social networks,
{COSN} 2014, Dublin, Ireland, October 1-2, 2014},
pages = {169--176},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2660460.2660462},
doi = {10.1145/2660460.2660462},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cosn/EftekharTDK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/RoyTADY14,
author = {Senjuti Basu Roy and
Saravanan Thirumuruganathan and
Sihem Amer{-}Yahia and
Gautam Das and
Cong Yu},
editor = {Isabel F. Cruz and
Elena Ferrari and
Yufei Tao and
Elisa Bertino and
Goce Trajcevski},
title = {Exploiting group recommendation functions for flexible preferences},
booktitle = {{IEEE} 30th International Conference on Data Engineering, Chicago,
{ICDE} 2014, IL, USA, March 31 - April 4, 2014},
pages = {412--423},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDE.2014.6816669},
doi = {10.1109/ICDE.2014.6816669},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/RoyTADY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/AbbarRTCD14,
author = {Sofiane Abbar and
Habibur Rahman and
Saravanan Thirumuruganathan and
Carlos Castillo and
Gautam Das},
editor = {Isabel F. Cruz and
Elena Ferrari and
Yufei Tao and
Elisa Bertino and
Goce Trajcevski},
title = {Ranking item features by mining online user-item interactions},
booktitle = {{IEEE} 30th International Conference on Data Engineering, Chicago,
{ICDE} 2014, IL, USA, March 31 - April 4, 2014},
pages = {460--471},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDE.2014.6816673},
doi = {10.1109/ICDE.2014.6816673},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/AbbarRTCD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/NaziTH0SD14,
author = {Azade Nazi and
Saravanan Thirumuruganathan and
Vagelis Hristidis and
Nan Zhang and
Khaled B. Shaban and
Gautam Das},
editor = {Zhi{-}Hua Zhou and
Wei Wang and
Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Query Hidden Attributes in Social Networks},
booktitle = {2014 {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops 2014, Shenzhen, China, December 14, 2014},
pages = {886--891},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDMW.2014.113},
doi = {10.1109/ICDMW.2014.113},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/NaziTH0SD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/Thirumuruganathan0HD14,
author = {Saravanan Thirumuruganathan and
Nan Zhang and
Vagelis Hristidis and
Gautam Das},
editor = {Curtis E. Dyreson and
Feifei Li and
M. Tamer {\"{O}}zsu},
title = {Aggregate estimation over a microblog platform},
booktitle = {International Conference on Management of Data, {SIGMOD} 2014, Snowbird,
UT, USA, June 22-27, 2014},
pages = {1519--1530},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2588555.2610517},
doi = {10.1145/2588555.2610517},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/Thirumuruganathan0HD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RoyLTAD14,
author = {Senjuti Basu Roy and
Ioanna Lykourentzou and
Saravanan Thirumuruganathan and
Sihem Amer{-}Yahia and
Gautam Das},
title = {Optimization in Knowledge-Intensive Crowdsourcing},
journal = {CoRR},
volume = {abs/1401.1302},
year = {2014},
url = {http://arxiv.org/abs/1401.1302},
eprinttype = {arXiv},
eprint = {1401.1302},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RoyLTAD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuT0D14,
author = {Weimo Liu and
Saravanan Thirumuruganathan and
Nan Zhang and
Gautam Das},
title = {Aggregate Estimation Over Dynamic Hidden Web Databases},
journal = {CoRR},
volume = {abs/1403.2763},
year = {2014},
url = {http://arxiv.org/abs/1403.2763},
eprinttype = {arXiv},
eprint = {1403.2763},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuT0D14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NaziZT0D14,
author = {Azade Nazi and
Zhuojie Zhou and
Saravanan Thirumuruganathan and
Nan Zhang and
Gautam Das},
title = {Walk, Not Wait: Faster Sampling Over Online Social Networks},
journal = {CoRR},
volume = {abs/1410.7833},
year = {2014},
url = {http://arxiv.org/abs/1410.7833},
eprinttype = {arXiv},
eprint = {1410.7833},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NaziZT0D14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RahmanLT0D14,
author = {Md Farhadur Rahman and
Weimo Liu and
Saravanan Thirumuruganathan and
Nan Zhang and
Gautam Das},
title = {Rank-Based Inference over Web Databases},
journal = {CoRR},
volume = {abs/1411.1455},
year = {2014},
url = {http://arxiv.org/abs/1411.1455},
eprinttype = {arXiv},
eprint = {1411.1455},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RahmanLT0D14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/Thirumuruganathan0D13,
author = {Saravanan Thirumuruganathan and
Nan Zhang and
Gautam Das},
title = {Rank Discovery From Web Databases},
journal = {Proc. {VLDB} Endow.},
volume = {6},
number = {13},
pages = {1582--1593},
year = {2013},
url = {http://www.vldb.org/pvldb/vol6/p1582-thirumuruganathan.pdf},
doi = {10.14778/2536258.2536269},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/Thirumuruganathan0D13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dbcrowd/RoyLTAD13,
author = {Senjuti Basu Roy and
Ioanna Lykourentzou and
Saravanan Thirumuruganathan and
Sihem Amer{-}Yahia and
Gautam Das},
editor = {Reynold Cheng and
Anish Das Sarma and
Silviu Maniu and
Pierre Senellart},
title = {Crowds, not Drones: Modeling Human Factors in Interactive Crowdsourcing},
booktitle = {Proceedings of the First {VLDB} Workshop on Databases and Crowdsourcing,
DBCrowd 2013, Riva del Garda, Trento, Italy, August 26, 2013},
series = {{CEUR} Workshop Proceedings},
volume = {1025},
pages = {39--42},
publisher = {CEUR-WS.org},
year = {2013},
url = {https://ceur-ws.org/Vol-1025/vision1.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:00 +0100},
biburl = {https://dblp.org/rec/conf/dbcrowd/RoyLTAD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/Thirumuruganathan0D13,
author = {Saravanan Thirumuruganathan and
Nan Zhang and
Gautam Das},
editor = {Christian S. Jensen and
Christopher M. Jermaine and
Xiaofang Zhou},
title = {Breaking the top-k barrier of hidden web databases?},
booktitle = {29th {IEEE} International Conference on Data Engineering, {ICDE} 2013,
Brisbane, Australia, April 8-12, 2013},
pages = {1045--1056},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDE.2013.6544896},
doi = {10.1109/ICDE.2013.6544896},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/Thirumuruganathan0D13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/DasTADY12,
author = {Mahashweta Das and
Saravanan Thirumuruganathan and
Sihem Amer{-}Yahia and
Gautam Das and
Cong Yu},
title = {Who Tags What? An Analysis Framework},
journal = {Proc. {VLDB} Endow.},
volume = {5},
number = {11},
pages = {1567--1578},
year = {2012},
url = {http://vldb.org/pvldb/vol5/p1567\_mahashwetadas\_vldb2012.pdf},
doi = {10.14778/2350229.2350270},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/DasTADY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/ThirumuruganathanDDADY12,
author = {Saravanan Thirumuruganathan and
Mahashweta Das and
Shrikant Desai and
Sihem Amer{-}Yahia and
Gautam Das and
Cong Yu},
title = {MapRat: Meaningful Explanation, Interactive Exploration and Geo-Visualization
of Collaborative Ratings},
journal = {Proc. {VLDB} Endow.},
volume = {5},
number = {12},
pages = {1986--1989},
year = {2012},
url = {http://vldb.org/pvldb/vol5/p1986\_saravananthirumuruganathan\_vldb2012.pdf},
doi = {10.14778/2367502.2367554},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/ThirumuruganathanDDADY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1208-0285,
author = {Mahashweta Das and
Saravanan Thirumuruganathan and
Sihem Amer{-}Yahia and
Gautam Das and
Cong Yu},
title = {Who Tags What? An Analysis Framework},
journal = {CoRR},
volume = {abs/1208.0285},
year = {2012},
url = {http://arxiv.org/abs/1208.0285},
eprinttype = {arXiv},
eprint = {1208.0285},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1208-0285.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1208-3876,
author = {Saravanan Thirumuruganathan and
Nan Zhang and
Gautam Das},
title = {Digging Deeper into Deep Web Databases by Breaking Through the Top-k
Barrier},
journal = {CoRR},
volume = {abs/1208.3876},
year = {2012},
url = {http://arxiv.org/abs/1208.3876},
eprinttype = {arXiv},
eprint = {1208.3876},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1208-3876.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/ThirumuruganathanH11,
author = {Saravanan Thirumuruganathan and
Manfred Huber},
title = {Building Bayesian Network based expert systems from rules},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
and Cybernetics, Anchorage, Alaska, USA, October 9-12, 2011},
pages = {3002--3008},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICSMC.2011.6084157},
doi = {10.1109/ICSMC.2011.6084157},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/ThirumuruganathanH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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