Search results for "uncertain data"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
5	Carson Kai-Sang Leung, Dale A. Brajczuk	Efficient algorithms for mining constrained frequent patterns from uncertain data.	KDD Workshop on Knowledge Discovery from Uncertain Data	2009	DBLP DOI BibTeX RDF	constrained mining, uncertain data mining, user constraints, uncertainty, frequent itemsets, knowledge discovery and data mining
3	Thanh T. L. Tran, Liping Peng, Boduo Li, Yanlei Diao, Anna Liu	PODS: a new model and processing algorithms for uncertain data streams.	SIGMOD Conference	2010	DBLP DOI BibTeX RDF	relational processing, uncertain data streams, data models
3	Chuancong Gao, Jianyong Wang	Direct mining of discriminative patterns for classifying uncertain data.	KDD	2010	DBLP DOI BibTeX RDF	expected confidence, frequent pattern mining, uncertain data, associative classification
3	Anish Das Sarma, Omar Benjelloun, Alon Y. Halevy, Shubha U. Nabar, Jennifer Widom	Representing uncertain data: models, properties, and algorithms.	VLDB J.	2009	DBLP DOI BibTeX RDF	Uncertainty, Data modeling, Uncertain data
3	Jinchuan Chen, Reynold Cheng, Mohamed F. Mokbel, Chi-Yin Chow	Scalable processing of snapshot and continuous nearest-neighbor queries over one-dimensional uncertain data.	VLDB J.	2009	DBLP DOI BibTeX RDF	Probabilistic nearest-neighbor query, Partial evaluation, Continuous query, Uncertain data, Incremental evaluation
3	Tingjian Ge, Stanley B. Zdonik, Samuel Madden	Top-k queries on uncertain data: on score distribution and typical answers.	SIGMOD Conference	2009	DBLP DOI BibTeX RDF	distribution, top-k, uncertain data, typical
3	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
3	Pankaj K. Agarwal, Siu-Wing Cheng, Yufei Tao, Ke Yi	Indexing uncertain data.	PODS	2009	DBLP DOI BibTeX RDF	indexing, range query, uncertain data
3	Mikhail J. Atallah, Yinian Qi	Computing all skyline probabilities for uncertain data.	PODS	2009	DBLP DOI BibTeX RDF	probabilistic skyline, uncertain data
3	Xiang Lian, Lei Chen 0002	Efficient join processing on uncertain data streams.	CIKM	2009	DBLP DOI BibTeX RDF	USJ, uncertain data stream, join
3	Charu C. Aggarwal, Yan Li, Jianyong Wang, Jing Wang	Frequent pattern mining with uncertain data.	KDD	2009	DBLP DOI BibTeX RDF	uncertain data
3	William Hendrix, Matthew C. Schmidt, Paul Breimyer, Nagiza F. Samatova	On perturbation theory and an algorithm for maximal clique enumeration in uncertain and noisy graphs.	KDD Workshop on Knowledge Discovery from Uncertain Data	2009	DBLP DOI BibTeX RDF	graph perturbation theory, maximal clique enumeration, graph algorithms, biological applications
3	Ming Hua, Jian Pei, Wenjie Zhang, Xuemin Lin	Ranking queries on uncertain data: a probabilistic threshold approach.	SIGMOD Conference	2008	DBLP DOI BibTeX RDF	probabilistic threshold top-k queries, query processing, uncertain data
3	Dong-Oh Kim, Dong-Suk Hong, Hong-Koo Kang, Ki-Joon Han	UR-Tree: An Efficient Index for Uncertain Data in Ubiquitous Sensor Networks.	GPC	2007	DBLP DOI BibTeX RDF	Ubiquitous Sensor Network (USN), May/Must Query, Index, Uncertainty, Uncertain Data
3	Hans-Peter Kriegel, Martin Pfeifle	Density-based clustering of uncertain data.	KDD	2005	DBLP DOI BibTeX RDF	fuzzy distance functions, uncertain data, density-based clustering
2	Xiang Lian, Lei Chen 0002	Similarity Join Processing on Uncertain Data Streams.	IEEE Trans. Knowl. Data Eng.	2011	DBLP DOI BibTeX RDF	Join on uncertain data streams, adaptive superset prejoin
2	Muhammad Aamir Cheema, Xuemin Lin, Wei Wang 0011, Wenjie Zhang, Jian Pei	Probabilistic Reverse Nearest Neighbor Queries on Uncertain Data.	IEEE Trans. Knowl. Data Eng.	2010	DBLP DOI BibTeX RDF	reverse nearest neighbor queries, Query processing, spatial data, uncertain data
2	Biao Qin, Yuni Xia, Fang Li	A Bayesian classifier for uncertain data.	SAC	2010	DBLP DOI BibTeX RDF
2	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
2	Yinian Qi, Rohit Jain, Sarvjeet Singh, Sunil Prabhakar	Threshold query optimization for uncertain data.	SIGMOD Conference	2010	DBLP DOI BibTeX RDF	threshold queries, query optimization, uncertain data, probabilistic data
2	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
2	Charu C. Aggarwal, Philip S. Yu	A Survey of Uncertain Data Algorithms and Applications.	IEEE Trans. Knowl. Data Eng.	2009	DBLP DOI BibTeX RDF
2	Ming Hua, Jian Pei	Continuously monitoring top-k uncertain data streams: a probabilistic threshold method.	Distributed and Parallel Databases	2009	DBLP DOI BibTeX RDF	Uncertain streams, Probabilistic threshold top-k queries, Query processing
2	Xiaoming Song, Guoliang Li, Jianhua Feng, Lizhu Zhou	Effective Fuzzy Keyword Search over Uncertain Data.	DASFAA	2009	DBLP DOI BibTeX RDF
2	Xiang Lian, Lei Chen 0002	Probabilistic Inverse Ranking Queries over Uncertain Data.	DASFAA	2009	DBLP DOI BibTeX RDF
2	Ye Yuan, Guoren Wang, Yongjiao Sun, Bin Wang, Xiaochun Yang, Ge Yu	An Efficient P2P Range Query Processing Approach for Multi-dimensional Uncertain Data.	DASFAA Workshops	2009	DBLP DOI BibTeX RDF
2	Biao Qin, Yuni Xia, Fang Li	DTU: A Decision Tree for Uncertain Data.	PAKDD	2009	DBLP DOI BibTeX RDF
2	Chen Zhang, Ming Gao, Aoying Zhou	Tracking High Quality Clusters over Uncertain Data Streams.	ICDE	2009	DBLP DOI BibTeX RDF
2	Peter Benjamin Volk, Frank Rosenthal, Martin Hahmann, Dirk Habich, Wolfgang Lehner	Clustering Uncertain Data with Possible Worlds.	ICDE	2009	DBLP DOI BibTeX RDF
2	Charu C. Aggarwal	On High Dimensional Projected Clustering of Uncertain Data Streams.	ICDE	2009	DBLP DOI BibTeX RDF
2	Biao Qin, Yuni Xia, Sunil Prabhakar, Yi-Cheng Tu	A Rule-Based Classification Algorithm for Uncertain Data.	ICDE	2009	DBLP DOI BibTeX RDF
2	Carson Kai-Sang Leung, Boyu Hao	Mining of Frequent Itemsets from Streams of Uncertain Data.	ICDE	2009	DBLP DOI BibTeX RDF
2	Reynold Cheng, Lei Chen 0002, Jinchuan Chen, Xike Xie	Evaluating probability threshold k-nearest-neighbor queries over uncertain data.	EDBT	2009	DBLP DOI BibTeX RDF
2	Mi-Yen Yeh, Kun-Lung Wu, Philip S. Yu, Ming-Syan Chen	PROUD: a probabilistic approach to processing similarity queries over uncertain data streams.	EDBT	2009	DBLP DOI BibTeX RDF
2	Oliver Zweigle, Kai Häussermann, Uwe-Philipp Käppeler, Paul Levi	Supervised learning algorithm for automatic adaption of situation templates using uncertain data.	Int. Conf. Interaction Sciences	2009	DBLP DOI BibTeX RDF	automatic system adaption, situation recognition, learning, user feedback
2	Shuxiang Yang, Wenjie Zhang, Ying Zhang, Xuemin Lin	Probabilistic Threshold Range Aggregate Query Processing over Uncertain Data.	APWeb/WAIM	2009	DBLP DOI BibTeX RDF
2	Jian Pei, Lise Getoor, Ander de Keijzer (eds.)	Proceedings of the 1st ACM SIGKDD Workshop on Knowledge Discovery from Uncertain Data, Paris, France, June 28, 2009	KDD Workshop on Knowledge Discovery from Uncertain Data	2009	DBLP BibTeX RDF
2	Bianca Zadrozny, Gisele L. Pappa, Wagner Meira Jr., Marcos André Gonçalves, Leonardo C. da Rocha, Thiago Salles	Exploiting contexts to deal with uncertainty in classification.	KDD Workshop on Knowledge Discovery from Uncertain Data	2009	DBLP DOI BibTeX RDF
2	Benjamin Quost, Thierry Denoeux	Learning from data with uncertain labels by boosting credal classifiers.	KDD Workshop on Knowledge Discovery from Uncertain Data	2009	DBLP DOI BibTeX RDF	theory of belief functions, theory of evidence, classification, uncertainty, AdaBoost, Dempster-Shafer theory, classifier combination
2	Galileo Mark S. Namata Jr., Lise Getoor	Identifying graphs from noisy and incomplete data.	KDD Workshop on Knowledge Discovery from Uncertain Data	2009	DBLP DOI BibTeX RDF	data mining, classification, social networks, entity resolution, link prediction, statistical relational learning
2	Giorgio Corani, Marco Zaffalon	Lazy naive credal classifier.	KDD Workshop on Knowledge Discovery from Uncertain Data	2009	DBLP DOI BibTeX RDF	lazy credal classifier, naive credal classifier, imprecise probabilities
2	Chia-Hui Chang, Jun-Hong Lin	Decision support and profit prediction for online auction sellers.	KDD Workshop on Knowledge Discovery from Uncertain Data	2009	DBLP DOI BibTeX RDF	expected profit, probability calibration, profit prediction, online auction, sample selection bias
2	Catarina Dudas, Henrik Boström	Using uncertain chemical and thermal data to predict product quality in a casting process.	KDD Workshop on Knowledge Discovery from Uncertain Data	2009	DBLP DOI BibTeX RDF
2	Fei Xu, Kevin S. Beyer, Vuk Ercegovac, Peter J. Haas, Eugene J. Shekita	E = MC3: managing uncertain enterprise data in a cluster-computing environment.	SIGMOD Conference	2009	DBLP DOI BibTeX RDF	jaql, monte carlo, uncertain data, map-reduce, json
2	Chen Zhang, Cheqing Jin, Aoying Zhou	Efficiently Clustering Probabilistic Data Streams.	APWeb/WAIM	2009	DBLP DOI BibTeX RDF	Uncertain data stream, Clustering
2	Francesco Gullo, Giovanni Ponti, Andrea Tagarelli, Sergio Greco	A Hierarchical Algorithm for Clustering Uncertain Data via an Information-Theoretic Approach.	ICDM	2008	DBLP DOI BibTeX RDF
2	Carson Kai-Sang Leung, Mark Anthony F. Mateo, Dale A. Brajczuk	A Tree-Based Approach for Frequent Pattern Mining from Uncertain Data.	PAKDD	2008	DBLP DOI BibTeX RDF
2	Chun Kit Chui, Ben Kao	A Decremental Approach for Mining Frequent Itemsets from Uncertain Data.	PAKDD	2008	DBLP DOI BibTeX RDF
2	Charu C. Aggarwal, Philip S. Yu	On High Dimensional Indexing of Uncertain Data.	ICDE	2008	DBLP DOI BibTeX RDF
2	Charu C. Aggarwal	On Unifying Privacy and Uncertain Data Models.	ICDE	2008	DBLP DOI BibTeX RDF
2	Hyountaek Yong, Jin-ha Kim, Seung-won Hwang	Skyline ranking for uncertain data with maybe confidence.	ICDE Workshops	2008	DBLP DOI BibTeX RDF
2	Reynold Cheng, Jinchuan Chen, Mohamed F. Mokbel, Chi-Yin Chow	Probabilistic Verifiers: Evaluating Constrained Nearest-Neighbor Queries over Uncertain Data.	ICDE	2008	DBLP DOI BibTeX RDF
2	Ming Hua, Jian Pei, Wenjie Zhang, Xuemin Lin	Efficiently Answering Probabilistic Threshold Top-k Queries on Uncertain Data.	ICDE	2008	DBLP DOI BibTeX RDF
2	Charu C. Aggarwal, Philip S. Yu	A Framework for Clustering Uncertain Data Streams.	ICDE	2008	DBLP DOI BibTeX RDF
2	Huajie Xu, Guohui Li	Density-Based Probabilistic Clustering of Uncertain Data.	CSSE	2008	DBLP DOI BibTeX RDF
2	Sarvjeet Singh, Chris Mayfield, Rahul Shah, Sunil Prabhakar, Susanne E. Hambrusch	Query Selectivity Estimation for Uncertain Data.	SSDBM	2008	DBLP DOI BibTeX RDF
2	Ravi Jampani, Fei Xu, Mingxi Wu, Luis Leopoldo Perez, Christopher M. Jermaine, Peter J. Haas	MCDB: a monte carlo approach to managing uncertain data.	SIGMOD Conference	2008	DBLP DOI BibTeX RDF	mcdb, uncertainty, monte carlo
2	Anish Das Sarma, Parag Agrawal, Shubha U. Nabar, Jennifer Widom	Towards Special-Purpose Indexes and Statistics for Uncertain Data.	QDB/MUD	2008	DBLP BibTeX RDF
2	Wenjie Zhang, Xuemin Lin, Jian Pei, Ying Zhang	Managing Uncertain Data: Probabilistic Approaches.	WAIM	2008	DBLP DOI BibTeX RDF
2	Graham Cormode, Andrew McGregor	Approximation algorithms for clustering uncertain data.	PODS	2008	DBLP DOI BibTeX RDF	clustering, probabilistic data
2	Matteo Magnani, Danilo Montesi	Preference-Based Uncertain Data Integration.	EKAW	2008	DBLP DOI BibTeX RDF
2	Jian Pei, Ming Hua, Yufei Tao, Xuemin Lin	Query answering techniques on uncertain and probabilistic data: tutorial summary.	SIGMOD Conference	2008	DBLP DOI BibTeX RDF	query processing, uncertain data, probabilistic data
2	Ander de Keijzer, Maurice van Keulen, Alex Dekhtyar	Report on the First VLDB Workshop on Management of Uncertain Data (MUD).	SIGMOD Record	2007	DBLP DOI BibTeX RDF
2	Carson Kai-Sang Leung, Christopher L. Carmichael, Boyu Hao	Efficient Mining of Frequent Patterns from Uncertain Data.	ICDM Workshops	2007	DBLP DOI BibTeX RDF
2	Ander de Keijzer, Maurice van Keulen	Quality Measures in Uncertain Data Management.	SUM	2007	DBLP DOI BibTeX RDF
2	Chun Kit Chui, Ben Kao, Edward Hung	Mining Frequent Itemsets from Uncertain Data.	PAKDD	2007	DBLP DOI BibTeX RDF
2	Charu C. Aggarwal	On Density Based Transforms for Uncertain Data Mining.	ICDE	2007	DBLP DOI BibTeX RDF
2	Honguk Woo, Aloysius K. Mok	Real-Time Monitoring of Uncertain Data Streams Using Probabilistic Similarity.	RTSS	2007	DBLP DOI BibTeX RDF
2	Jiang Chen, Ke Yi	Dynamic Structures for Top- k Queries on Uncertain Data.	ISAAC	2007	DBLP DOI BibTeX RDF
2	Nauman A. Chaudhry, Moginraj Mohandas	Managing Uncertain Expressions in Databases.	IDEAS	2007	DBLP DOI BibTeX RDF	Uncertain data management, Expressions in database management systems, User-defined data types, Emerging database technologies, Publish/ subscribe systems
2	Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz	Probabilistic Similarity Join on Uncertain Data.	DASFAA	2006	DBLP DOI BibTeX RDF
2	Zhiwen Yu, Hau-San Wong	Mining Uncertain Data in Low-dimensional Subspace.	ICPR	2006	DBLP DOI BibTeX RDF
2	Anish Das Sarma, Omar Benjelloun, Alon Y. Halevy, Jennifer Widom	Working Models for Uncertain Data.	ICDE	2006	DBLP DOI BibTeX RDF
2	Christian Perwass, Christian Gebken, Gerald Sommer	Geometry and Kinematics with Uncertain Data.	ECCV	2006	DBLP DOI BibTeX RDF
2	Reynold Cheng, Sarvjeet Singh, Sunil Prabhakar, Rahul Shah, Jeffrey Scott Vitter, Yuni Xia	Efficient join processing over uncertain data.	CIKM	2006	DBLP DOI BibTeX RDF	joins, uncertainty management, imprecise data
2	Hans-Peter Kriegel, Martin Pfeifle	Hierarchical Density-Based Clustering of Uncertain Data.	ICDM	2005	DBLP DOI BibTeX RDF
2	Christian Perwass, Christian Gebken, Gerald Sommer	Estimation of Geometric Entities and Operators from Uncertain Data.	DAGM-Symposium	2005	DBLP DOI BibTeX RDF
2	Hans-Peter Kriegel, Martin Pfeifle	Efficient and effective server-sided distributed clustering.	CIKM	2005	DBLP DOI BibTeX RDF	uncertain data, distributed clustering
2	Mehryar Mohri	Learning from Uncertain Data.	COLT	2003	DBLP DOI BibTeX RDF
2	Katherine Malan, Gary Marsden, Edwin H. Blake	Visual query tools for uncertain spatio-temporal data.	ACM Multimedia	2001	DBLP DOI BibTeX RDF	cultural archive, graphical user interfaces, visual languages, dynamic queries, uncertain data, query preview
2	Tuan-Fang Fan, Wu-Chih Hu, Churn-Jung Liau	Decision Logics for Knowledge Representation in Data Mining.	COMPSAC	2001	DBLP DOI BibTeX RDF	uncertain data table, fuzzy decision logic, possibilistic decision logic, Data analysis, data table, decision logic
2	Cheng Che Chen, Jaswinder Pal Singh, William B. Poland, Russ B. Altman	Parallel protein structure determination from uncertain data.	SC	1994	DBLP BibTeX RDF
2	Pier Giorgio Bosco, Egidio P. Giachin, G. Giandonato, G. Martinengo, Claudio Rullent	A Parallel Architecture for Signal Understanding through Inference on Uncertain Data.	PARLE	1987	DBLP DOI BibTeX RDF
1	Yongjiao Sun, Ye Yuan, Guoren Wang	Top- $\boldsymbol{k}$ query processing over uncertain data in distributed environments.	World Wide Web	2012	DBLP DOI BibTeX RDF
1	Xiaofeng Ding, Xiang Lian, Lei Chen 0002, Hai Jin	Continuous monitoring of skylines over uncertain data streams.	Inf. Sci.	2012	DBLP DOI BibTeX RDF
1	Ying-Ho Liu	Mining frequent patterns from univariate uncertain data.	Data Knowl. Eng.	2012	DBLP DOI BibTeX RDF
1	Francesco Gullo, Andrea Tagarelli	Uncertain Centroid based Partitional Clustering of Uncertain Data	CoRR	2012	DBLP BibTeX RDF
1	Francesco Gullo, Andrea Tagarelli	Uncertain Centroid based Partitional Clustering of Uncertain Data.	PVLDB	2012	DBLP BibTeX RDF
1	Bin Jiang, Jian Pei, Xuemin Lin, Yidong Yuan	Probabilistic skylines on uncertain data: model and bounding-pruning-refining methods.	J. Intell. Inf. Syst.	2012	DBLP DOI BibTeX RDF
1	Carson Kai-Sang Leung, Syed Khairuzzaman Tanbeer	Fast Tree-Based Mining of Frequent Itemsets from Uncertain Data.	DASFAA	2012	DBLP DOI BibTeX RDF
1	Mei Bai, Junchang Xin, Guoren Wang	Probabilistic Reverse Skyline Query Processing over Uncertain Data Stream.	DASFAA	2012	DBLP DOI BibTeX RDF
1	Takazumi Matsumoto, Edward Hung	Accelerating Outlier Detection with Uncertain Data Using Graphics Processors.	PAKDD	2012	DBLP DOI BibTeX RDF
1	Salman Ahmed Shaikh, Hiroyuki Kitagawa	Distance-Based Outlier Detection on Uncertain Data of Gaussian Distribution.	APWeb	2012	DBLP DOI BibTeX RDF
1	Xiaoyong Li, Yijie Wang, Xiaoling Li, Guangdong Wang	Skyline Query Processing on Interval Uncertain Data.	ISORC Workshops	2012	DBLP DOI BibTeX RDF
1	Yasunori Endo, Yasushi Hasegawa, Yukihiro Hamasuna, Yuchi Kanzawa	Fuzzy c-Means Clustering for Uncertain Data Using Quadratic Penalty-Vector Regularization.	JACIII	2011	DBLP BibTeX RDF
1	Smith Tsang, Ben Kao, Kevin Y. Yip, Wai-Shing Ho, Sau Dan Lee	Decision Trees for Uncertain Data.	IEEE Trans. Knowl. Data Eng.	2011	DBLP DOI BibTeX RDF
1	Carson Kai-Sang Leung	Mining uncertain data.	Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery	2011	DBLP DOI BibTeX RDF
1	Mikhail J. Atallah, Yinian Qi, Hao Yuan	Asymptotically efficient algorithms for skyline probabilities of uncertain data.	ACM Trans. Database Syst.	2011	DBLP DOI BibTeX RDF
1	Biao Qin, Yuni Xia, Sunil Prabhakar	Rule induction for uncertain data.	Knowl. Inf. Syst.	2011	DBLP DOI BibTeX RDF
1	Cheqing Jin, Minqi Zhou, Aoying Zhou	Computing rarity on uncertain data.	SCIENCE CHINA Information Sciences	2011	DBLP DOI BibTeX RDF