Stonebraker, 2018, Data integration: the current status and the way forward, IEEE Data Eng. Bull., 41, 3
Christen, 2012
Dong, 2018, Data integration and machine learning: a natural synergy, 1645
Halevy, 2009
Carey, 2006
Christen, 2012, A survey of indexing techniques for scalable record linkage and deduplication, IEEE Trans. Knowl. Data Eng., 24, 1537, 10.1109/TKDE.2011.127
Papadakis, 2016, Comparative analysis of approximate blocking techniques for entity resolution, Proc. VLDB Endow., 9, 684, 10.14778/2947618.2947624
Papadakis, 2015, Schema-agnostic vs schema-based configurations for blocking methods on homogeneous data, Proc. VLDB Endow., 9, 312, 10.14778/2856318.2856326
Aizawa, 2005, A fast linkage detection scheme for multi-source information integration, 30
Allam, 2018, Improved suffix blocking for record linkage and entity resolution, Data Knowl. Eng., 117, 98, 10.1016/j.datak.2018.07.005
Gravano, 2001, Approximate string joins in a database (almost) for free, vol. 1, 491
Tao, 2017, Approximate string joins with abbreviations, Proc. VLDB Endow., 11, 53, 10.14778/3151113.3151118
Hernández, 1995, The merge/purge problem for large databases, ACM Sigmod Rec., 24, 127, 10.1145/568271.223807
Kenig, 2013, Mfiblocks: an effective blocking algorithm for entity resolution, Inf. Syst., 38, 908, 10.1016/j.is.2012.11.008
Kim, 2010, Harra: fast iterative hashed record linkage for large-scale data collections, 525
Karapiperis, 2014, An lsh-based blocking approach with a homomorphic matching technique for privacy-preserving record linkage, IEEE Trans. Knowl. Data Eng., 27, 909, 10.1109/TKDE.2014.2349916
Simonini, 2016, Blast: a loosely schema-aware meta-blocking approach for entity resolution, Proc. VLDB Endow., 9, 1173, 10.14778/2994509.2994533
Xiao, 2011, Efficient similarity joins for near-duplicate detection, ACM Trans. Database Syst., 36, 15, 10.1145/2000824.2000825
McCallum, 2000, Efficient clustering of high-dimensional data sets with application to reference matching, 169
Faloutsos, 1995, FastMap: a fast algorithm for indexing, data-mining and visualization of traditional and multimedia datasets, ACM SIGMOD Rec., 24, 10.1145/568271.223812
Isele, 2011, Efficient multidimensional blocking for link discovery without losing recall
Arasu, 2010, On active learning of record matching packages, 783
Bhattacharya, 2007, Collective entity resolution in relational data, ACM Trans. Knowl. Discov. Data, 1, 5, 10.1145/1217299.1217304
Balaji, 2018, Avatar: large scale entity resolution of heterogeneous user profiles, 2
Laure, 2018, Machine learning to data management: a round trip, 1735
Domingos, 2018, Machine learning for data management: problems and solutions, 629
Whang, 2009, Entity resolution with iterative blocking, 219
Efthymiou, 2015, Big data entity resolution: from highly to somehow similar entity descriptions in the web, 401
Kejriwal, 2013, An unsupervised algorithm for learning blocking schemes, 340
Christen, 2008, Automatic record linkage using seeded nearest neighbour and support vector machine classification, 151
Mladenić, 2004, Feature selection using linear classifier weights: interaction with classification models, 234
Marchant, 2017, In search of an entity resolution oasis: optimal asymptotic sequential importance sampling, Proc. VLDB Endow., 10, 1322, 10.14778/3137628.3137642
Abu Ahmad, 2018, An effective weighted rule-based method for entity resolution, Distrib. Parallel Databases, 36, 593, 10.1007/s10619-018-7240-6
Leskovec, 2014
Papadakis, 2013, Meta-blocking: taking entity resolution to the next level, IEEE Trans. Knowl. Data Eng., 26, 1946, 10.1109/TKDE.2013.54
Xia, 2016, A comprehensive study of the past, present, and future of data deduplication, Proc. IEEE, 104, 1681, 10.1109/JPROC.2016.2571298
Altowim, 2018, ProgressER: adaptive progressive approach to relational entity resolution, ACM Trans. Knowl. Discov. Data, 12, 33, 10.1145/3154410
Ramadan, 2014, Forest-based dynamic sorted neighborhood indexing for real-time entity resolution, 1787