A Survey of Top-k Query Processing Techniques in Relational Database Systems von ILYAS, Ihab F, BESKALES, George, SOLIMAN, Mohamed A

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Smart Meter Data Analytics: Systems, Algorithms, and Benchmarking von Liu, Xiufeng, Golab, Lukasz, Golab, Wojciech, Ilyas, Ihab F., Jin, Shichao

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Data Cleaning von Ilyas, Ihab F, Chu, Xu

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Guided data repair von Yakout, Mohamed, Elmagarmid, Ahmed K., Neville, Jennifer, Ouzzani, Mourad, Ilyas, Ihab F.

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Supporting ranking queries on uncertain and incomplete data von Soliman, Mohamed A., Ilyas, Ihab F., Ben-David, Shalev

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Sampling from repairs of conditional functional dependency violations von Beskales, George, Ilyas, Ihab F., Golab, Lukasz, Galiullin, Artur

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Probabilistic Top-k and Ranking-Aggregate Queries von SOLIMAN, Mohamed A, ILYAS, Ihab F, CHANG, Kevin Chen-Chuan

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Discovering denial constraints von Chu, Xu, Ilyas, Ihab F., Papotti, Paolo

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Supporting top-k join queries in relational databases von ILYAS, Ihab F, AREF, Walid G, ELMAGARMID, Ahmed K

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HoloClean: holistic data repairs with probabilistic inference von Rekatsinas, Theodoros, Chu, Xu, Ilyas, Ihab F., Ré, Christopher

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Machine Learning and Data Cleaning: Which Serves the Other? von Ilyas, Ihab F., Rekatsinas, Theodoros

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Distributed implementations of dependency discovery algorithms von Saxena, Hemant, Golab, Lukasz, Ilyas, Ihab F.

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Distributed data deduplication von Chu, Xu, Ilyas, Ihab F., Koutris, Paraschos

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Secure multi-party functional dependency discovery von Ge, Chang, Ilyas, Ihab F., Kerschbaum, Florian

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Qualitative data cleaning von Chu, Xu, Ilyas, Ihab F.

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Kamino: constraint-aware differentially private data synthesis von Ge, Chang, Mohapatra, Shubhankar, He, Xi, Ilyas, Ihab F.

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Sampling the repairs of functional dependency violations under hard constraints von Beskales, George, Ilyas, Ihab F., Golab, Lukasz

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Approximate denial constraints von Livshits, Ester, Heidari, Alireza, Ilyas, Ihab F., Kimelfeld, Benny

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Top-k nearest neighbor search in uncertain data series von Dallachiesa, Michele, Palpanas, Themis, Ilyas, Ihab F.

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Detecting data errors: where are we and what needs to be done? von Abedjan, Ziawasch, Chu, Xu, Deng, Dong, Fernandez, Raul Castro, Ilyas, Ihab F., Ouzzani, Mourad, Papotti, Paolo, Stonebraker, Michael, Tang, Nan

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