Search results for "probabilistic databases"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Abhay Kumar Jha, Dan Olteanu, Dan Suciu	Bridging the gap between intensional and extensional query evaluation in probabilistic databases.	EDBT	2010	DBLP DOI BibTeX RDF	query processing, probabilistic databases
3	Bhargav Kanagal, Amol Deshpande	Lineage processing over correlated probabilistic databases.	SIGMOD Conference	2010	DBLP DOI BibTeX RDF	indexing, probabilistic databases, conjunctive queries, lineage, junction trees
3	Prithviraj Sen, Amol Deshpande, Lise Getoor	PrDB: managing and exploiting rich correlations in probabilistic databases.	VLDB J.	2009	DBLP DOI BibTeX RDF	Lifted inference, Query processing, Graphical models, Bisimulation, Probabilistic databases, Uncertain databases
3	Bhargav Kanagal, Amol Deshpande	Indexing correlated probabilistic databases.	SIGMOD Conference	2009	DBLP DOI BibTeX RDF	inference queries, caching, indexing, probabilistic databases, junction trees
3	Jian Li, Amol Deshpande	Consensus answers for queries over probabilistic databases.	PODS	2009	DBLP DOI BibTeX RDF	consensus answers, probabilistic and/xor tree, query processing, probabilistic databases, rank aggregation
3	Christoph Koch	Approximating predicates and expressive queries on probabilistic databases.	PODS	2008	DBLP DOI BibTeX RDF	complexity, approximation, probabilistic databases, uncertain data
2	Ruiwen Chen, Yongyi Mao, Iluju Kiringa	GRN model of probabilistic databases: construction, transition and querying.	SIGMOD Conference	2010	DBLP DOI BibTeX RDF	generator-recognizer network, bayesian network, uncertainty, graphical model, probabilistic database
2	Xiang Lian, Lei Chen 0002, Shaoxu Song	Consistent query answers in inconsistent probabilistic databases.	SIGMOD Conference	2010	DBLP DOI BibTeX RDF	all-possible-repairs semantics, inconsistent probabilistic database, repair world, repaired possible world, consistent query answering
2	Ming Gao, Xiangnan He, Cheqing Jin, Xiaoling Wang, Aoying Zhou	Recording How-Provenance on Probabilistic Databases.	APWeb	2010	DBLP DOI BibTeX RDF	How Provenance, Probability evaluation, probabilistic databases
2	Amol Deshpande	Increasing representational power and scaling reasoning in probabilistic databases.	ICDT	2010	DBLP DOI BibTeX RDF
2	Oktie Hassanzadeh, Renée J. Miller	Creating probabilistic databases from duplicated data.	VLDB J.	2009	DBLP DOI BibTeX RDF	String databases, Probabilistic databases, Duplicate detection
2	Xi Zhang, Jan Chomicki	Semantics and evaluation of top-k queries in probabilistic databases.	Distributed and Parallel Databases	2009	DBLP DOI BibTeX RDF	Query processing, Probabilistic database, Top-k query, Ranking query
2	Dan Olteanu, Jiewen Huang, Christoph Koch	SPROUT: Lazy vs. Eager Query Plans for Tuple-Independent Probabilistic Databases.	ICDE	2009	DBLP DOI BibTeX RDF
2	Dan Olteanu, Jiewen Huang	Secondary-storage confidence computation for conjunctive queries with inequalities.	SIGMOD Conference	2009	DBLP DOI BibTeX RDF	query processing, decision diagrams, probabilistic databases
2	Christopher Ré, Dan Suciu	The trichotomy of HAVING queries on a probabilistic database.	VLDB J.	2009	DBLP DOI BibTeX RDF	Safe plans, Probabilistic databases, Query evaluation, Semirings, Sampling algorithms
2	Christoph Koch	On Query Algebras for Probabilistic Databases.	SIGMOD Record	2008	DBLP DOI BibTeX RDF
2	Dan Suciu	Probabilistic databases.	SIGACT News	2008	DBLP DOI BibTeX RDF
2	Bernd Gutmann, Angelika Kimmig, Kristian Kersting, Luc De Raedt	Parameter Learning in Probabilistic Databases: A Least Squares Approach.	ECML/PKDD	2008	DBLP DOI BibTeX RDF
2	Xi Zhang, Jan Chomicki	On the semantics and evaluation of top-k queries in probabilistic databases.	ICDE Workshops	2008	DBLP DOI BibTeX RDF
2	Anish Das Sarma, Martin Theobald, Jennifer Widom	Exploiting Lineage for Confidence Computation in Uncertain and Probabilistic Databases.	ICDE	2008	DBLP DOI BibTeX RDF
2	Abhay Kumar Jha, Vibhor Rastogi, Dan Suciu	Query evaluation with soft-key constraints.	PODS	2008	DBLP DOI BibTeX RDF	query processing, probabilistic databases
2	Prithviraj Sen, Amol Deshpande, Lise Getoor	Representing Tuple and Attribute Uncertainty in Probabilistic Databases.	ICDM Workshops	2007	DBLP DOI BibTeX RDF
2	Prithviraj Sen, Amol Deshpande	Representing and Querying Correlated Tuples in Probabilistic Databases.	ICDE	2007	DBLP DOI BibTeX RDF
2	Nilesh N. Dalvi, Dan Suciu	The dichotomy of conjunctive queries on probabilistic structures.	PODS	2007	DBLP DOI BibTeX RDF	probabilistic databases, conjunctive queries, dichotomy
2	Nilesh N. Dalvi, Dan Suciu	Management of probabilistic data: foundations and challenges.	PODS	2007	DBLP DOI BibTeX RDF	query processing, probabilistic databases
2	Todd J. Green, Gregory Karvounarakis, Val Tannen	Provenance semirings.	PODS	2007	DBLP DOI BibTeX RDF	incomplete databases, datalog, probabilistic databases, data provenance, semirings, formal power series, data lineage
2	Shichao Zhang, Chengqi Zhang	Pattern Discovery in Probabilistic Databases.	Australian Joint Conference on Artificial Intelligence	2001	DBLP DOI BibTeX RDF
2	Laks V. S. Lakshmanan, Nicola Leone, Robert B. Ross, V. S. Subrahmanian	ProbView: A Flexible Probabilistic Database System.	ACM Trans. Database Syst.	1997	DBLP DOI BibTeX RDF	probabilistic databases, view maintenance
2	Michael Pittarelli	An Algebra for Probabilistic Databases.	IEEE Trans. Knowl. Data Eng.	1994	DBLP DOI BibTeX RDF	probabilistic data model, probabilistic algebra, /spl alpha/-acyclic database schemes, homomorphic image, statistical smoothing procedure, Bayes networks, data structures, probability, decision support systems, database management systems, Markov processes, decision support, database theory, relational algebra, relational algebra, algebra, Bayes methods, probabilistic databases, uncertainty handling, Markov networks, uncertain information
1	Robert Fink, Larisa Han, Dan Olteanu	Aggregation in Probabilistic Databases via Knowledge Compilation	CoRR	2012	DBLP BibTeX RDF
1	Robert Fink, Larisa Han, Dan Olteanu	Aggregation in Probabilistic Databases via Knowledge Compilation.	PVLDB	2012	DBLP BibTeX RDF
1	Lei Chen, Xiang Lian	Query Processing over Uncertain and Probabilistic Databases.	DASFAA	2012	DBLP DOI BibTeX RDF
1	Theodoros Rekatsinas, Amol Deshpande, Lise Getoor	Local structure and determinism in probabilistic databases.	SIGMOD Conference	2012	DBLP DOI BibTeX RDF
1	Qian Zhang, Biao Qin, Shan Wang	H-Tree: A Hybrid Structure for Confidence Computation in Probabilistic Databases.	APWeb	2012	DBLP DOI BibTeX RDF
1	Raghotham Murthy, Robert Ikeda, Jennifer Widom	Making Aggregation Work in Uncertain and Probabilistic Databases.	IEEE Trans. Knowl. Data Eng.	2011	DBLP DOI BibTeX RDF
1	Biao Qin, Shan Wang	Combining intensional with extensional query evaluation in tuple independent probabilistic databases.	Inf. Sci.	2011	DBLP DOI BibTeX RDF
1	Jian Li, Barna Saha, Amol Deshpande	A unified approach to ranking in probabilistic databases.	VLDB J.	2011	DBLP DOI BibTeX RDF
1	Sanjeev Khanna, Sudeepa Roy, Val Tannen	Queries with Difference on Probabilistic Databases.	PVLDB	2011	DBLP BibTeX RDF
1	Nilesh N. Dalvi, Christopher Re, Dan Suciu	Queries and materialized views on probabilistic databases.	J. Comput. Syst. Sci.	2011	DBLP DOI BibTeX RDF
1	Dan Suciu, Dan Olteanu, Christopher Ré, Christoph Koch	Probabilistic Databases		2011	DOI RDF
1	Muhammad Muzammal	Mining Sequential Patterns from Probabilistic Databases by Pattern-Growth.	BNCOD	2011	DBLP DOI BibTeX RDF
1	Muhammad Muzammal, Rajeev Raman	Mining Sequential Patterns from Probabilistic Databases.	PAKDD	2011	DBLP DOI BibTeX RDF
1	Robert Fink, Dan Olteanu, Swaroop Rath	Providing support for full relational algebra in probabilistic databases.	ICDE	2011	DBLP DOI BibTeX RDF
1	Saket Sathe, Hoyoung Jeung, Karl Aberer	Creating probabilistic databases from imprecise time-series data.	ICDE	2011	DBLP DOI BibTeX RDF
1	Julia Stoyanovich, Susan B. Davidson, Tova Milo, Val Tannen	Deriving probabilistic databases with inference ensembles.	ICDE	2011	DBLP DOI BibTeX RDF
1	Lorenzo Blanco, Mirko Bronzi, Valter Crescenzi, Paolo Merialdo, Paolo Papotti	Automatically building probabilistic databases from the web.	WWW (Companion Volume)	2011	DBLP DOI BibTeX RDF
1	Bhargav Kanagal, Jian Li, Amol Deshpande	Sensitivity analysis and explanations for robust query evaluation in probabilistic databases.	SIGMOD Conference	2011	DBLP DOI BibTeX RDF
1	Dan Suciu	Tractability in probabilistic databases.	ICDT	2011	DBLP DOI BibTeX RDF
1	Sudeepa Roy, Vittorio Perduca, Val Tannen	Faster query answering in probabilistic databases using read-once functions.	ICDT	2011	DBLP DOI BibTeX RDF
1	Jianwen Chen, Ling Feng, Wenwei Xue	Scrubbing query results from probabilistic databases.	IDEAS	2011	DBLP DOI BibTeX RDF
1	Xiang Lian, Yincheng Lin, Lei Chen 0002	Cost-efficient repair in inconsistent probabilistic databases.	CIKM	2011	DBLP DOI BibTeX RDF
1	Robert Fink, Dan Olteanu	On the optimal approximation of queries using tractable propositional languages.	ICDT	2011	DBLP DOI BibTeX RDF
1	Reynold Cheng, Michael Chau, Minos N. Garofalakis, Jeffrey Xu Yu	Guest Editors' Introduction: Special Section on Mining Large Uncertain and Probabilistic Databases.	IEEE Trans. Knowl. Data Eng.	2010	DBLP DOI BibTeX RDF
1	Sushovan De, Subbarao Kambhampati	Defining and Mining Functional Dependencies in Probabilistic Databases	CoRR	2010	DBLP BibTeX RDF
1	Michael L. Wick, Andrew McCallum, Gerome Miklau	Scalable Probabilistic Databases with Factor Graphs and MCMC	CoRR	2010	DBLP BibTeX RDF
1	Sudeepa Roy, Vittorio Perduca, Val Tannen	Faster Query Answering in Probabilistic Databases using Read-Once Functions	CoRR	2010	DBLP BibTeX RDF
1	Prithviraj Sen, Amol Deshpande, Lise Getoor	Read-Once Functions and Query Evaluation in Probabilistic Databases.	PVLDB	2010	DBLP BibTeX RDF
1	Michael L. Wick, Andrew McCallum, Gerome Miklau	Scalable Probabilistic Databases with Factor Graphs and MCMC.	PVLDB	2010	DBLP BibTeX RDF
1	Ruiwen Chen, Yongyi Mao, Iluju Kiringa	Generator-Recognizer Networks: A unified approach to probabilistic databases.	ICDE	2010	DBLP DOI BibTeX RDF
1	Dan Olteanu, Jiewen Huang, Christoph Koch	Approximate confidence computation in probabilistic databases.	ICDE	2010	DBLP DOI BibTeX RDF
1	Wolfgang Gatterbauer, Abhay Kumar Jha, Dan Suciu	Dissociation and Propagation for Efficient Query Evaluation over Probabilistic Databases.	MUD	2010	DBLP BibTeX RDF
1	Fabian Panse, Norbert Ritter	Tuple Merging in Probabilistic Databases.	MUD	2010	DBLP BibTeX RDF
1	You Wu, Wilfred Ng	Maintaining Consistency of Probabilistic Databases: A Linear Programming Approach.	ER	2010	DBLP DOI BibTeX RDF
1	Evgeny Kharlamov, Werner Nutt, Pierre Senellart	Updating probabilistic XML.	EDBT/ICDT Workshops	2010	DBLP DOI BibTeX RDF	XML, complexity, updates, probabilistic databases
1	Serge Abiteboul, T.-H. Hubert Chan, Evgeny Kharlamov, Werner Nutt, Pierre Senellart	Aggregate queries for discrete and continuous probabilistic XML.	ICDT	2010	DBLP DOI BibTeX RDF	XML, algorithms, complexity, aggregation, probabilistic databases
1	Sara Cohen, Benny Kimelfeld	Querying parse trees of stochastic context-free grammars.	ICDT	2010	DBLP DOI BibTeX RDF	querying, probabilistic databases, stochastic context free grammars
1	Benny Kimelfeld, Christopher Ré	Transducing Markov sequences.	PODS	2010	DBLP DOI BibTeX RDF	Markov sequences, ranked query evaluation, hidden Markov models, probabilistic databases, enumeration, transducers
1	Carson Kai-Sang Leung, Boyu Hao, Dale A. Brajczuk	Mining uncertain data for frequent itemsets that satisfy aggregate constraints.	SAC	2010	DBLP DOI BibTeX RDF	data mining, constraints, frequent patterns, probabilistic databases, aggregate functions
1	Ronald Fagin, Benny Kimelfeld, Phokion G. Kolaitis	Probabilistic data exchange.	ICDT	2010	DBLP DOI BibTeX RDF	probabilistic schema mapping, probabilistic solution, universal probabilistic solution, computational complexity, data integration, data exchange, probabilistic database, conjunctive query, certain answer
1	Liwen Sun, Reynold Cheng, David W. Cheung, Jiefeng Cheng	Mining uncertain data with probabilistic guarantees.	KDD	2010	DBLP DOI BibTeX RDF	association rule, frequent pattern, uncertain data
1	Nilesh N. Dalvi, Karl Schnaitter, Dan Suciu	Computing query probability with incidence algebras.	PODS	2010	DBLP DOI BibTeX RDF	incidence algebra, mobius inversion, probabilistic database
1	Daniel Deutch, Christoph Koch, Tova Milo	On probabilistic fixpoint and Markov chain query languages.	PODS	2010	DBLP DOI BibTeX RDF	probabilistic fixpoint, Markov chains
1	Grigoris Karvounarakis, Zachary G. Ives, Val Tannen	Querying data provenance.	SIGMOD Conference	2010	DBLP DOI BibTeX RDF	query processing, annotation, query language, data provenance
1	Nilesh N. Dalvi, Christopher Ré, Dan Suciu	Probabilistic databases: diamonds in the dirt.	Commun. ACM	2009	DBLP DOI BibTeX RDF
1	Peter J. Haas, Dan Suciu	Special issue on uncertain and probabilistic databases.	VLDB J.	2009	DBLP DOI BibTeX RDF
1	Jian Li, Barna Saha, Amol Deshpande	A Unified Approach to Ranking in Probabilistic Databases	CoRR	2009	DBLP BibTeX RDF
1	Jian Li, Barna Saha, Amol Deshpande	A Unified Approach to Ranking in Probabilistic Databases.	PVLDB	2009	DBLP BibTeX RDF
1	Dan Suciu	Probabilistic Databases.	Encyclopedia of Database Systems	2009	DBLP DOI BibTeX RDF
1	Amol Deshpande	PrDB: Managing Large-Scale Correlated Probabilistic Databases (Abstract).	SUM	2009	DBLP DOI BibTeX RDF
1	Carson Kai-Sang Leung, Dale A. Brajczuk	Mining uncertain data for constrained frequent sets.	IDEAS	2009	DBLP DOI BibTeX RDF	user constraints, data mining, frequent patterns, probabilistic databases, uncertain data
1	Jiewen Huang, Lyublena Antova, Christoph Koch, Dan Olteanu	MayBMS: a probabilistic database management system.	SIGMOD Conference	2009	DBLP DOI BibTeX RDF	query processing, probabilistic databases
1	Sara Cohen, Benny Kimelfeld, Yehoshua Sagiv	Incorporating constraints in probabilistic XML.	ACM Trans. Database Syst.	2009	DBLP DOI BibTeX RDF	probabilistic XML, sampling probabilistic data, constraints, Probabilistic databases
1	Serge Abiteboul, Benny Kimelfeld, Yehoshua Sagiv, Pierre Senellart	On the expressiveness of probabilistic XML models.	VLDB J.	2009	DBLP DOI BibTeX RDF	Probabilistic XML, XML, Updates, Expressiveness, Probabilistic databases
1	Lyublena Antova, Christoph Koch, Dan Olteanu	10(106) worlds and beyond: efficient representation and processing of incomplete information.	VLDB J.	2009	DBLP DOI BibTeX RDF	Uncertain and probabilistic databases, Query processing, Incomplete information
1	Benny Kimelfeld, Yuri Kosharovsky, Yehoshua Sagiv	Query evaluation over probabilistic XML.	VLDB J.	2009	DBLP DOI BibTeX RDF	Probabilistic XML, Approximate query evaluation, Query processing, Query optimization, Probabilistic databases
1	Michaela Götz, Christoph Koch	A compositional framework for complex queries over uncertain data.	ICDT	2009	DBLP DOI BibTeX RDF
1	Shivnath Babu, Sudipto Guha, Kamesh Munagala	Large-scale uncertainty management systems: learning and exploiting your data.	SIGMOD Conference	2009	DBLP DOI BibTeX RDF	algorithms, measurement, performance tuning
1	Eirinaios Michelakis, Rajasekar Krishnamurthy, Peter J. Haas, Shivakumar Vaithyanathan	Uncertainty management in rule-based information extraction systems.	SIGMOD Conference	2009	DBLP DOI BibTeX RDF	information extraction, probabilistic modeling, maximum entropy
1	Parag Agrawal, Jennifer Widom	Confidence-Aware Join Algorithms.	ICDE	2009	DBLP DOI BibTeX RDF
1	Graham Cormode, Feifei Li, Ke Yi	Semantics of Ranking Queries for Probabilistic Data and Expected Ranks.	ICDE	2009	DBLP DOI BibTeX RDF
1	Bhargav Kanagal, Amol Deshpande	Efficient Query Evaluation over Temporally Correlated Probabilistic Streams.	ICDE	2009	DBLP DOI BibTeX RDF
1	Fabian Panse, Norbert Ritter	Completeness in Databases with Maybe-Tuples.	ER Workshops	2009	DBLP DOI BibTeX RDF	data completeness, maybe tuple, probabilistic database
1	Biao Qin, Yuni Xia	Generating efficient safe query plans for probabilistic databases.	Data Knowl. Eng.	2008	DBLP DOI BibTeX RDF
1	Christoph Koch, Dan Olteanu	Conditioning Probabilistic Databases	CoRR	2008	DBLP BibTeX RDF
1	Xi Zhang, Jan Chomicki	Semantics and Evaluation of Top-k Queries in Probabilistic Databases	CoRR	2008	DBLP BibTeX RDF
1	Jian Li, Amol Deshpande	Consensus Answers for Queries over Probabilistic Databases	CoRR	2008	DBLP BibTeX RDF
1	Christoph Koch, Dan Olteanu	Conditioning probabilistic databases.	PVLDB	2008	DBLP BibTeX RDF
1	Christopher Ré, Dan Suciu	Approximate lineage for probabilistic databases.	PVLDB	2008	DBLP BibTeX RDF
1	Prithviraj Sen, Amol Deshpande, Lise Getoor	Exploiting shared correlations in probabilistic databases.	PVLDB	2008	DBLP BibTeX RDF
1	Dan Olteanu, Jiewen Huang	Using OBDDs for Efficient Query Evaluation on Probabilistic Databases.	SUM	2008	DBLP DOI BibTeX RDF