Research Directions for Principles of Data Management (Abridged)
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Thomas Schwentick | Eyke Hüllermeier | Diego Calvanese | Dan Suciu | Jianwen Su | Serge Abiteboul | Claire David | Frank Neven | Tova Milo | Ke Yi | Marcelo Arenas | Richard Hull | Wim Martens | Victor Vianu | Filip Murlak | Julia Stoyanovich | Pablo Barceló | Leonid Libkin | Benny Kimelfeld | Magdalena Ortiz | Meghyn Bienvenu | L. Libkin | Magdalena Ortiz | R. Hull | E. Hüllermeier | T. Milo | Dan Suciu | V. Vianu | K. Yi | S. Abiteboul | M. Arenas | Diego Calvanese | Julia Stoyanovich | W. Martens | F. Neven | P. Barceló | T. Schwentick | Jianwen Su | B. Kimelfeld | Meghyn Bienvenu | C. David | Filip Murlak | Tova Milo | Eyke Hüllermeier
[1] Tomasz Imielinski,et al. Incomplete Information in Relational Databases , 1984, JACM.
[2] Magdalena Ortiz,et al. Closed Predicates in Description Logics: Results on Combined Complexity , 2016, AMW.
[3] Alin Deutsch,et al. Automatic verification of data-centric business processes , 2009, ICDT '09.
[4] Michael Carl Tschantz,et al. Automated Experiments on Ad Privacy Settings , 2014, Proc. Priv. Enhancing Technol..
[5] Gianmarco De Francisci Morales,et al. SAMOA: scalable advanced massive online analysis , 2015, J. Mach. Learn. Res..
[6] Serge Abiteboul,et al. Managing your digital life , 2015, Commun. ACM.
[7] Martin Hepp,et al. The Web of Data for E-Commerce: Schema.org and GoodRelations for Researchers and Practitioners , 2015, ICWE.
[8] Ke Yi,et al. Towards a Worst-Case I/O-Optimal Algorithm for Acyclic Joins , 2016, PODS.
[9] Manik Varma,et al. FastXML: a fast, accurate and stable tree-classifier for extreme multi-label learning , 2014, KDD.
[10] E. F. Codd,et al. Understanding Relations (Installment #7) , 1974, FDT Bull. ACM SIGFIDET SIGMOD.
[11] Jan Chomicki,et al. Prioritized repairing and consistent query answering in relational databases , 2012, Annals of Mathematics and Artificial Intelligence.
[12] Oren Etzioni,et al. Navigating Extracted Data with Schema Discovery , 2007, WebDB.
[13] Marcelo Arenas,et al. Foundations of Data Exchange , 2014 .
[14] Georg Gottlob,et al. Efficient Algorithms for Processing XPath Queries , 2002, VLDB.
[15] Georg Gottlob,et al. Expressive Languages for Querying the Semantic Web , 2018, TODS.
[16] Jonas Lerman,et al. Big Data and Its Exclusions , 2013 .
[17] Christopher De Sa,et al. Incremental Knowledge Base Construction Using DeepDive , 2015, The VLDB Journal.
[18] Eyke Hüllermeier,et al. Extreme F-measure Maximization using Sparse Probability Estimates , 2016, ICML.
[19] Dan Suciu,et al. Probabilistic Databases with MarkoViews , 2012, Proc. VLDB Endow..
[20] Mihalis Yannakakis,et al. Algorithms for Acyclic Database Schemes , 1981, VLDB.
[21] Todd L. Veldhuizen,et al. Leapfrog Triejoin: A Simple, Worst-Case Optimal Join Algorithm , 2012, 1210.0481.
[22] Serge Abiteboul,et al. Comparing workflow specification languages: A matter of views , 2012, TODS.
[23] Latanya Sweeney,et al. Discrimination in online ad delivery , 2013, CACM.
[24] François Goasdoué,et al. Query-Oriented Summarization of RDF Graphs , 2015, BICOD.
[25] M. Arenas,et al. SQL ' s Three-Valued Logic and Certain Answers , 2015 .
[26] Jean-François Baget,et al. On rules with existential variables: Walking the decidability line , 2011, Artif. Intell..
[27] Jon Feldman,et al. On distributing symmetric streaming computations , 2008, SODA '08.
[28] Daniel Deutch,et al. A quest for beauty and wealth (or, business processes for database researchers) , 2011, PODS.
[29] Eli Upfal,et al. The VC-Dimension of SQL Queries and Selectivity Estimation through Sampling , 2011, ECML/PKDD.
[30] John Langford,et al. A reliable effective terascale linear learning system , 2011, J. Mach. Learn. Res..
[31] Pierre Senellart,et al. Provenance Circuits for Trees and Treelike Instances , 2015, ICALP.
[32] Maurizio Lenzerini,et al. Data integration: a theoretical perspective , 2002, PODS.
[33] Serge Abiteboul,et al. Collaborative Access Control in WebdamLog , 2015, SIGMOD Conference.
[34] Andrew D. Selbst,et al. Big Data's Disparate Impact , 2016 .
[35] Thomas Schwentick,et al. Inference of concise regular expressions and DTDs , 2010, TODS.
[36] Richard Hull,et al. Data Centric BPM and the Emerging Case Management Standard: A Short Survey , 2012, Business Process Management Workshops.
[37] Toniann Pitassi,et al. Fairness through awareness , 2011, ITCS '12.
[38] Thomas Schwentick,et al. Research Directions for Principles of Data Management (Dagstuhl Perspectives Workshop 16151) , 2017, Dagstuhl Manifestos.
[39] Leonid Libkin,et al. Incomplete data: what went wrong, and how to fix it , 2014, PODS.
[40] Dan Suciu,et al. Tractability in probabilistic databases , 2011, ICDT '11.
[41] Geoffrey E. Hinton,et al. Semantic hashing , 2009, Int. J. Approx. Reason..
[42] Michael Benedikt,et al. XPath satisfiability in the presence of DTDs , 2008, JACM.
[43] Jeffrey D. Ullman,et al. Optimizing Multiway Joins in a Map-Reduce Environment , 2011, IEEE Transactions on Knowledge and Data Engineering.
[44] Dániel Marx,et al. Size Bounds and Query Plans for Relational Joins , 2008, 2008 49th Annual IEEE Symposium on Foundations of Computer Science.
[45] Helen J. Wang,et al. Online aggregation , 1997, SIGMOD '97.
[46] Jeffrey Heer,et al. Enterprise Data Analysis and Visualization: An Interview Study , 2012, IEEE Transactions on Visualization and Computer Graphics.
[47] Egor V. Kostylev,et al. Beyond Well-designed SPARQL , 2016, ICDT.
[48] E. F. Codd,et al. Understanding relations , 1973, SGMD.
[49] Evaggelia Pitoura,et al. DisC diversity: result diversification based on dissimilarity and coverage , 2012, Proc. VLDB Endow..
[50] Anil Nigam,et al. Business artifacts: An approach to operational specification , 2003, IBM Syst. J..
[51] Kevin Wilkinson,et al. Data integration flows for business intelligence , 2009, EDBT '09.
[52] Dan Suciu,et al. Worst-Case Optimal Algorithms for Parallel Query Processing , 2016, ICDT.
[53] Leopoldo E. Bertossi,et al. Database Repairing and Consistent Query Answering , 2011, Database Repairing and Consistent Query Answering.
[54] Jianwen Su,et al. Towards Formal Analysis of Artifact-Centric Business Process Models , 2007, BPM.
[55] C. J. Date. Database in depth - relational theory for practitioners , 2005 .
[56] Kilian Q. Weinberger,et al. Feature hashing for large scale multitask learning , 2009, ICML '09.
[57] Diego Calvanese,et al. Conjunctive query containment and answering under description logic constraints , 2008, TOCL.
[58] Dan Suciu,et al. A query language for NC , 1994, PODS '94.
[59] Alessandro Artale,et al. A Cookbook for Temporal Conceptual Data Modelling with Description Logics , 2012, TOCL.
[60] Alin Deutsch,et al. Automatic Verification of Database-Centric Systems , 2014, SIGMOD Rec..
[61] Diego Calvanese,et al. Foundations of data-aware process analysis: a database theory perspective , 2013, PODS.
[62] Thomas Lukasiewicz,et al. Generalized Consistent Query Answering under Existential Rules , 2016, KR.
[63] Donald D. Chamberlin,et al. Access Path Selection in a Relational Database Management System , 1989 .
[64] Peter J. Haas,et al. Ripple joins for online aggregation , 1999, SIGMOD '99.
[65] Eyke Hüllermeier,et al. Bayes Optimal Multilabel Classification via Probabilistic Classifier Chains , 2010, ICML.
[66] Bin Wu,et al. Wander Join: Online Aggregation via Random Walks , 2016, SIGMOD Conference.
[67] Wim Martens,et al. The (Almost) Complete Guide to Tree Pattern Containment , 2015, PODS.
[68] Serge Abiteboul,et al. Data Responsibly: Fairness, Neutrality and Transparency in Data Analysis , 2016, EDBT.
[69] Georg Gottlob,et al. Schema mapping discovery from data instances , 2010, JACM.
[70] Eli Upfal,et al. The Case for Predictive Database Systems: Opportunities and Challenges , 2011, CIDR.
[71] Frederick Y. Wu,et al. Business Artifact-Centric Modeling for Real-Time Performance Monitoring , 2011, BPM.
[72] Phokion G. Kolaitis,et al. Learning schema mappings , 2012, ICDT '12.
[73] Prasoon Goyal,et al. Probabilistic Databases , 2009, Encyclopedia of Database Systems.
[74] Moustapha Cissé,et al. Robust Bloom Filters for Large MultiLabel Classification Tasks , 2013, NIPS.
[75] Leslie G. Valiant,et al. A theory of the learnable , 1984, CACM.
[76] Sreenivas Gollapudi,et al. Diversifying search results , 2009, WSDM '09.
[77] Jianwen Su,et al. Universal Artifacts: A New Approach to Business Process Management (BPM) Systems , 2016, TMIS.
[78] Juliana Freire,et al. Provenance and scientific workflows: challenges and opportunities , 2008, SIGMOD Conference.
[79] Evgeny Kharlamov,et al. Faceted search over RDF-based knowledge graphs , 2016, J. Web Semant..
[80] Dan Olteanu,et al. Learning Linear Regression Models over Factorized Joins , 2016, SIGMOD Conference.
[81] Emir Pasalic,et al. Design and Implementation of the LogicBlox System , 2015, SIGMOD Conference.
[82] Diego Calvanese,et al. Tractable Reasoning and Efficient Query Answering in Description Logics: The DL-Lite Family , 2007, Journal of Automated Reasoning.