Search results for "Data cleaning"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Arvind Arasu, Raghav Kaushik	A grammar-based entity representation framework for data cleaning.	SIGMOD Conference	2009	DBLP DOI BibTeX RDF	data cleaning, entity resolution, deduplication
3	Kyungseo Park, Eric Becker, Jyothi K. Vinjumur, Zhengyi Le, Fillia Makedon	Human behavioral detection and data cleaning in assisted living environment using wireless sensor networks.	PETRA	2009	DBLP DOI BibTeX RDF	assisted living environment, human behavior detection, search episodes, data cleaning
3	Peter Christen	Febrl -: an open source data cleaning, deduplication and record linkage system with a graphical user interface.	KDD	2008	DBLP DOI BibTeX RDF	open source software, Python, data cleaning, deduplication, data matching, data linkage
3	Ming Hua, Jian Pei	DiMaC: a disguised missing data cleaning tool.	KDD	2008	DBLP DOI BibTeX RDF	disguised missing data, data quality, data cleaning
3	Jonathan D. Marra, Katherine G. Herbert, Jason T. L. Wang	A study of phylogenetic tools for genomic nomenclature data cleaning.	ITiCSE	2007	DBLP DOI BibTeX RDF	genomic nomenclature, data cleaning, phylogenetics
3	Alfredo Petrosino, Antonino Staiano	A Neuro-fuzzy Approach for Sensor Network Data Cleaning.	KES	2007	DBLP DOI BibTeX RDF	Sensor networs, regression, data cleaning, neuro-fuzzy
3	Jie Tang, Hang Li, Yunbo Cao, ZhaoHui Tang	Email data cleaning.	KDD	2005	DBLP DOI BibTeX RDF	email processing, text mining, data cleaning, statistical learning
3	Manuel Castejón Limas, Joaquín B. Ordieres Meré, Francisco J. Martínez de Pisón Ascacibar, Eliseo P. Vergara González	Outlier Detection and Data Cleaning in Multivariate Non-Normal Samples: The PAELLA Algorithm.	Data Min. Knowl. Discov.	2004	DBLP DOI BibTeX RDF	non-normal, cluster analysis, EM algorithm, mixture model, outlier, data cleaning, multivariate
3	Martine Cadot, Joseph di Martino	A data cleaning solution by Perl scripts for the KDD Cup 2003 task 2.	SIGKDD Explorations	2003	DBLP DOI BibTeX RDF	LaTeX files, Perl scripts, text mining, data cleaning, statistical optimization
3	Zoubida Kedad, Elisabeth Métais	Ontology-Based Data Cleaning.	NLDB	2002	DBLP DOI BibTeX RDF	Multi-Source Information Systems, Ontology, Data Cleaning
3	Helena Galhardas, Daniela Florescu, Dennis Shasha, Eric Simon	An Extensible Framework for Data Cleaning.	ICDE	2000	DBLP DOI BibTeX RDF	query optimization, query language, data quality, data cleaning, data transformation, object matching, duplicate elimination, approximate join
2	Haiquan Chen, Wei-Shinn Ku, Haixun Wang, Min-Te Sun	Leveraging spatio-temporal redundancy for RFID data cleansing.	SIGMOD Conference	2010	DBLP DOI BibTeX RDF	uncertainty, data cleaning, probabilistic algorithms, spatio-temporal databases
2	Andrea Esuli, Fabrizio Sebastiani	Training Data Cleaning for Text Classification.	ICTIR	2009	DBLP DOI BibTeX RDF
2	Paulo Oliveira, Fátima Rodrigues, Pedro Rangel Henriques	SmartClean: An Incremental Data Cleaning Tool.	QSIC	2009	DBLP DOI BibTeX RDF	Data Quality Problems, Architecture, Tool, Detection, Correction, Data Cleaning
2	Stefan Brüggemann	Rule Mining for Automatic Ontology Based Data Cleaning.	APWeb	2008	DBLP DOI BibTeX RDF
2	Xiaogang Peng, Zhen Ji, Zongwei Luo, Edward C. Wong, C. J. Tang	A P2P Collaborative RFID Data Cleaning Model.	GPC Workshops	2008	DBLP DOI BibTeX RDF	RFID, P2P, Data cleaning
2	Wenfei Fan, Floris Geerts, Xibei Jia, Anastasios Kementsietsidis	Conditional functional dependencies for capturing data inconsistencies.	ACM Trans. Database Syst.	2008	DBLP DOI BibTeX RDF	SQL, functional dependency, Data cleaning
2	Melanie Weis, Ioana Manolescu	Declarative XML Data Cleaning with XClean.	CAiSE	2007	DBLP DOI BibTeX RDF
2	Philip Bohannon, Wenfei Fan, Floris Geerts, Xibei Jia, Anastasios Kementsietsidis	Conditional Functional Dependencies for Data Cleaning.	ICDE	2007	DBLP DOI BibTeX RDF
2	Amit Chandel, Oktie Hassanzadeh, Nick Koudas, Mohammad Sadoghi, Divesh Srivastava	Benchmarking declarative approximate selection predicates.	SIGMOD Conference	2007	DBLP DOI BibTeX RDF	declarative data quality, performance, SQL, accuracy, data cleaning
2	Judice L. Y. Koh, Mong-Li Lee, Wynne Hsu, Kai-Tak Lam	Correlation-Based Detection of Attribute Outliers.	DASFAA	2007	DBLP DOI BibTeX RDF	Outlier detection, Data cleaning
2	Paulo Carreira, Helena Galhardas, João Pereira, Andrzej Wichert	On Handling One-to-Many Transformations in Relational Systems.	ICEIS (Selected Papers)	2007	DBLP DOI BibTeX RDF	Data Integration, Query optimization, Data Warehousing, Data Cleaning, ETL
2	G. Niklas Norén, Roland Orre, Andrew Bate, I. Ralph Edwards	Duplicate detection in adverse drug reaction surveillance.	Data Min. Knowl. Discov.	2007	DBLP DOI BibTeX RDF	Hit-miss model, Data cleaning, Duplicate detection
2	Dmitri V. Kalashnikov, Sharad Mehrotra	Domain-independent data cleaning via analysis of entity-relationship graph.	ACM Trans. Database Syst.	2006	DBLP DOI BibTeX RDF	Connection strength, RelDC, reference disambiguation, data cleaning, entity resolution, graph analysis, relationship analysis
2	Surajit Chaudhuri, Venkatesh Ganti, Raghav Kaushik	A Primitive Operator for Similarity Joins in Data Cleaning.	ICDE	2006	DBLP DOI BibTeX RDF
2	Shawn R. Jeffery, Gustavo Alonso, Michael J. Franklin, Wei Hong, Jennifer Widom	Declarative Support for Sensor Data Cleaning.	Pervasive	2006	DBLP DOI BibTeX RDF
2	José A. Alonso-Jiménez, Joaquín Borrego-Díaz, Antonia M. Chávez-González, Francisco-Jesús Martín-Mateos	Foundational Challenges in Automated Semantic Web Data and Ontology Cleaning.	IEEE Intelligent Systems	2006	DBLP DOI BibTeX RDF	certified reasoning, Semantic Web, data cleaning
2	Hui Xiong, Gaurav Pandey, Michael Steinbach, Vipin Kumar	Enhancing Data Analysis with Noise Removal.	IEEE Trans. Knowl. Data Eng.	2006	DBLP DOI BibTeX RDF	very noisy data, hyperclique pattern discovery, local outlier factor (LOF), Data cleaning, noise removal
2	David Pérez-Rey, Alberto Anguita, José Crespo	OntoDataClean: Ontology-Based Integration and Preprocessing of Distributed Data.	ISBMDA	2006	DBLP DOI BibTeX RDF	Ontologies, Knowledge Discovery in Databases, Data Cleaning, Preprocessing, Database Integration
2	Diego Milano, Monica Scannapieco, Tiziana Catarci	Using Ontologies for XML Data Cleaning.	OTM Workshops	2005	DBLP DOI BibTeX RDF
2	Yu Qian, Kang Zhang	The role of visualization in effective data cleaning.	SAC	2005	DBLP DOI BibTeX RDF	data mining, clustering, information visualization, noise removal
2	Helena Galhardas	Data Cleaning and Transformation Using the AJAX Framework.	GTTSE	2005	DBLP DOI BibTeX RDF
2	Fang Chu, Yizhou Wang, Douglas Stott Parker Jr., Carlo Zaniolo	Data cleaning using belief propagation.	IQIS	2005	DBLP DOI BibTeX RDF
2	Raymond Wan, Hiroshi Mamitsuka, Kiyoko F. Aoki	Cleaning microarray expression data using Markov random fields based on profile similarity.	SAC	2005	DBLP DOI BibTeX RDF	microarray expression profile similarity, markov random fields, data cleaning
2	Mario Cannataro, Pietro Hiram Guzzi, Tommaso Mazza, Giuseppe Tradigo, Pierangelo Veltri	On the Preprocessing of Mass Spectrometry Proteomics Data.	WIRN/NAIS	2005	DBLP DOI BibTeX RDF	Data cleaning, Mass Spectrometry, Data preprocessing
2	Katherine G. Herbert, Narain H. Gehani, William H. Piel, Jason Tsong-Li Wang, Cathy H. Wu	BIO-AJAX: An Extensible Framework for Biological Data Cleaning.	SIGMOD Record	2004	DBLP DOI BibTeX RDF
2	Hamid Haidarian Shahri, Ahmad Abdollahzadeh Barforoush	A Flexible Fuzzy Expert System for Fuzzy Duplicate Elimination in Data Cleaning.	DEXA	2004	DBLP DOI BibTeX RDF
2	Mong-Li Lee, Wynne Hsu, Vijay Kothari	Cleaning the Spurious Links in Data.	IEEE Intelligent Systems	2004	DBLP DOI BibTeX RDF	data quality problems, data cleaning, context information
2	Mikhail Bilenko, Raymond J. Mooney	Adaptive duplicate detection using learnable string similarity measures.	KDD	2003	DBLP DOI BibTeX RDF	SVM applications, trained similarity measures, data cleaning, record linkage, string edit distance, distance metric learning
2	Edgar Hotz, Udo Grimmer, W. Heuser, Gholamreza Nakhaeizadeh, M. Wieczorek	REVI-MINER, a KDD-environment for deviation detection and analysis of warranty and goodwill cost statements in automotive industry.	KDD	2001	DBLP DOI BibTeX RDF	Data Mining, data cleaning, deviation detection
2	Helena Galhardas, Daniela Florescu, Dennis Shasha, Eric Simon	AJAX: An Extensible Data Cleaning Tool	SIGMOD Conference	2000	DBLP DOI BibTeX RDF
1	Qutub Bakhtiar Ali, Niki Pissinou, Kia Makki	Belief based data cleaning for wireless sensor networks.	Wireless Communications and Mobile Computing	2012	DBLP DOI BibTeX RDF
1	Barjesh Kochar, Rajender Singh Chhillar	An effective data warehousing system for RFID using novel data cleaning, data transformation and loading techniques.	Int. Arab J. Inf. Technol.	2012	DBLP BibTeX RDF
1	Yuheng Hu, Sushovan De, Yi Chen, Subbarao Kambhampati	Bayesian Data Cleaning for Web Data	CoRR	2012	DBLP BibTeX RDF
1	Payal Pahwa, Rajiv Arora, Garima Thakur	An Efficient Algorithm for Data Cleaning.	IJKBO	2011	DBLP DOI BibTeX RDF
1	Arvind Arasu, Surajit Chaudhuri, Zhimin Chen, Kris Ganjam, Raghav Kaushik, Vivek R. Narasayya	Towards a Domain Independent Platform for Data Cleaning.	IEEE Data Eng. Bull.	2011	DBLP BibTeX RDF
1	Jaffer Gardezi, Leopoldo E. Bertossi	Query Answering under Matching Dependencies for Data Cleaning: Complexity and Algorithms	CoRR	2011	DBLP BibTeX RDF
1	Louardi Bradji, Mahmoud Boufaïda	A Rule Management System for Knowledge Based Data Cleaning.	Intelligent Information Management	2011	DBLP DOI BibTeX RDF
1	Chunkai Zhang, Yuan Li, Yan Chen	Application oriented data cleaning For RFID middleware.	SMC	2011	DBLP DOI BibTeX RDF
1	Hassan H. Malik, Vikas S. Bhardwaj	Automatic Training Data Cleaning for Text Classification.	ICDM Workshops	2011	DBLP DOI BibTeX RDF
1	Helena Galhardas, Antónia Lopes, Emanuel Santos	Support for User Involvement in Data Cleaning.	DaWaK	2011	DBLP DOI BibTeX RDF
1	Xiaojun Wan	Collaborative Data Cleaning for Sentiment Classification with Noisy Training Corpus.	PAKDD	2011	DBLP DOI BibTeX RDF
1	Laure Berti-Equille, Tamraparni Dasu, Divesh Srivastava	Discovery of complex glitch patterns: A novel approach to Quantitative Data Cleaning.	ICDE	2011	DBLP DOI BibTeX RDF
1	Stefan Brüggemann, Hans-Jürgen Appelrath	Context-aware replacement operations for data cleaning.	SAC	2011	DBLP DOI BibTeX RDF
1	Esma Dilek, Tanya Zlateva, Guanglan Zhang, Lubomir T. Chitkushev, Jae Young Lee, Vladimir Brusic	Probe design optimization of HLA microarray: Data cleaning of probe signals from cDNA tiling microarray: Outlier detection, noise reduction, and identification of uninformative probes in HLA typing application.	BIBM Workshops	2011	DBLP DOI BibTeX RDF
1	Leopoldo E. Bertossi, Solmaz Kolahi, Laks V. S. Lakshmanan	Data cleaning and query answering with matching dependencies and matching functions.	ICDT	2011	DBLP DOI BibTeX RDF
1	Tao Jiang, Yingyuan Xiao, Xiaoye Wang, Yukun Li	Leveraging Communication Information among Readers for RFID Data Cleaning.	WAIM	2011	DBLP DOI BibTeX RDF
1	Piyasak Jeatrakul, Kok Wai Wong, Chun Che Fung	Data Cleaning for Classification Using Misclassification Analysis.	JACIII	2010	DBLP BibTeX RDF
1	Kazi Shah Nawaz Ripon, Ashiqur Rahman, G. M. Atiqur Rahaman	A Domain-Independent Data Cleaning Algorithm for Detecting Similar-Duplicates.	JCP	2010	DBLP DOI BibTeX RDF
1	Leopoldo E. Bertossi, Solmaz Kolahi, Laks V. S. Lakshmanan	Data Cleaning and Query Answering with Matching Dependencies and Matching Functions	CoRR	2010	DBLP BibTeX RDF
1	Olivier Pivert, Henri Prade	Handling Dirty Databases: From User Warning to Data Cleaning - Towards an Interactive Approach.	SUM	2010	DBLP DOI BibTeX RDF
1	Chris Mayfield, Jennifer Neville, Sunil Prabhakar	ERACER: a database approach for statistical inference and data cleaning.	SIGMOD Conference	2010	DBLP DOI BibTeX RDF	discrete convolution, relational dependency network, outlier detection, linear regression, approximate inference
1	Sitthapon Pumpichet, Niki Pissinou	Virtual Sensor for Mobile Sensor Data Cleaning.	GLOBECOM	2010	DBLP DOI BibTeX RDF
1	Leonardo Weiss Ferreira Chaves, Erik Buchmann, Klemens Böhm	Finding misplaced items in retail by clustering RFID data.	EDBT	2010	DBLP DOI BibTeX RDF	planogram compliance, RFID, data quality, data cleaning
1	Parag Agrawal, Arvind Arasu, Raghav Kaushik	On indexing error-tolerant set containment.	SIGMOD Conference	2010	DBLP DOI BibTeX RDF	jaccard containment, indexing, transformations, data cleaning
1	Arvind Arasu, Michaela Götz, Raghav Kaushik	On active learning of record matching packages.	SIGMOD Conference	2010	DBLP DOI BibTeX RDF	active learning, data cleaning, record matching
1	Mohamed Yakout, Ahmed K. Elmagarmid, Jennifer Neville, Mourad Ouzzani	GDR: a system for guided data repair.	SIGMOD Conference	2010	DBLP DOI BibTeX RDF	data repair, interactive system, data quality, data cleaning
1	Daniel M. Kane, Jelani Nelson, David P. Woodruff	An optimal algorithm for the distinct elements problem.	PODS	2010	DBLP DOI BibTeX RDF	distinct elements, data mining, streaming, query optimization
1	Nikos Giatrakos, Yannis Kotidis, Antonios Deligiannakis, Vasilis Vassalos, Yannis Theodoridis	TACO: tunable approximate computation of outliers in wireless sensor networks.	SIGMOD Conference	2010	DBLP DOI BibTeX RDF	sensor networks, outliers
1	Jiawei Han, Yizhou Sun, Xifeng Yan, Philip S. Yu	Mining knowledge from databases: an information network analysis approach.	SIGMOD Conference	2010	DBLP DOI BibTeX RDF	data mining, link analysis, information networks
1	Jeffrey Jestes, Feifei Li, Zhepeng Yan, Ke Yi	Probabilistic string similarity joins.	SIGMOD Conference	2010	DBLP DOI BibTeX RDF	approximate string queries, probabilistic strings, string joins
1	Peter Christen	Development and user experiences of an open source data cleaning, deduplication and record linkage system.	SIGKDD Explorations	2009	DBLP DOI BibTeX RDF
1	Venkatesh Ganti	Data Cleaning.	Encyclopedia of Database Systems	2009	DBLP DOI BibTeX RDF
1	Raghav Kaushik	Deduplication in Data Cleaning.	Encyclopedia of Database Systems	2009	DBLP DOI BibTeX RDF
1	Hamid Haidarian Shahri	A Machine Learning Approach to Data Cleaning in Databases and Data Warehouses.	Database Technologies: Concepts, Methodologies, Tools, and Applications	2009	DBLP BibTeX RDF
1	Tsuyoshi Okita	Data Cleaning for Word Alignment.	ACL/AFNLP (Student Research Workshop)	2009	DBLP BibTeX RDF
1	Baoyan Song, Pengfei Qin, Hao Wang, Weihong Xuan, Ge Yu	bSpace: A Data Cleaning Approach for RFID Data Streams Based on Virtual Spatial Granularity.	HIS	2009	DBLP DOI BibTeX RDF
1	Yubin Bao, Jie Song, Jingang Shi, Ge Yu	Case Study on Modeling Approaches and Framework of Scientific Data Cleaning.	CIT	2009	DBLP DOI BibTeX RDF
1	Jian-ming Lin, Dong-sheng Liu, Shi-wen Gao, Wei Chen	A Web Page De-duplication Algorithm Based on Data Clearing.	JCAI	2009	DBLP DOI BibTeX RDF	web page de-duplication, reshipment statement, feature codes, data cleaning
1	Omar Benjelloun, Hector Garcia-Molina, David Menestrina, Qi Su, Steven Euijong Whang, Jennifer Widom	Swoosh: a generic approach to entity resolution.	VLDB J.	2009	DBLP DOI BibTeX RDF	Generic entity resolution, Data cleaning, Entity resolution
1	Steven Euijong Whang, Omar Benjelloun, Hector Garcia-Molina	Generic entity resolution with negative rules.	VLDB J.	2009	DBLP DOI BibTeX RDF	Generic entity resolution, Negative rule, Data cleaning, Inconsistency
1	Xiang Lian, Lei Chen 0002	Efficient join processing on uncertain data streams.	CIKM	2009	DBLP DOI BibTeX RDF	USJ, uncertain data stream, join
1	Jiaheng Lu, Jialong Han, Xiaofeng Meng	Efficient algorithms for approximate member extraction using signature-based inverted lists.	CIKM	2009	DBLP DOI BibTeX RDF	approximate member extraction, filtration-verification, approximate string matching, incremental computation
1	Jiawei Han, Xifeng Yan, Philip S. Yu	Scalable OLAP and mining of information networks.	EDBT	2009	DBLP DOI BibTeX RDF
1	Solmaz Kolahi, Laks V. S. Lakshmanan	On approximating optimum repairs for functional dependency violations.	ICDT	2009	DBLP DOI BibTeX RDF	functional dependency violation, approximation algorithm, repair, inconsistent databases
1	Aleksander Kolcz, Gordon V. Cormack	Genre-based decomposition of email class noise.	KDD	2009	DBLP DOI BibTeX RDF	class noise, email spam filtering, genre classification
1	Pavan Vatturi, Weng-Keen Wong	Category detection using hierarchical mean shift.	KDD	2009	DBLP DOI BibTeX RDF	category detection, clustering, anomaly detection, mean shift
1	Rares Vernica, Chen Li	Efficient top-k algorithms for fuzzy search in string collections.	KEYS	2009	DBLP DOI BibTeX RDF
1	Arvind Arasu, Christopher Ré, Dan Suciu	Large-Scale Deduplication with Constraints Using Dedupalog.	ICDE	2009	DBLP DOI BibTeX RDF
1	Alexander Behm, Shengyue Ji, Chen Li, Jiaheng Lu	Space-Constrained Gram-Based Indexing for Efficient Approximate String Search.	ICDE	2009	DBLP DOI BibTeX RDF
1	Wenfei Fan, Floris Geerts, Laks V. S. Lakshmanan, Ming Xiong	Discovering Conditional Functional Dependencies.	ICDE	2009	DBLP DOI BibTeX RDF
1	Divesh Srivastava	Weighted Set Similarity: Queries and Updates.	ICDE	2009	DBLP DOI BibTeX RDF
1	Thanh T. L. Tran, Charles Sutton, Richard Cocci, Yanming Nie, Yanlei Diao, Prashant J. Shenoy	Probabilistic Inference over RFID Streams in Mobile Environments.	ICDE	2009	DBLP DOI BibTeX RDF
1	Xiang Lian, Lei Chen 0002	Efficient Similarity Join over Multiple Stream Time Series.	IEEE Trans. Knowl. Data Eng.	2009	DBLP DOI BibTeX RDF
1	Thomas G. Dietterich	Machine Learning and Ecosystem Informatics: Challenges and Opportunities.	ACML	2009	DBLP DOI BibTeX RDF
1	Michael J. Franklin	Dataspaces: Progress and Prospects.	BNCOD	2009	DBLP DOI BibTeX RDF
1	Yu Gu 0002, Ge Yu, Yueguo Chen, Beng Chin Ooi	Efficient RFID Data Imputation by Analyzing the Correlations of Monitored Objects.	DASFAA	2009	DBLP DOI BibTeX RDF
1	Wynne Hsu, Qiangfeng Peter Lau, Mong-Li Lee	Detecting Aggregate Incongruities in XML.	DASFAA	2009	DBLP DOI BibTeX RDF
1	María-Dolores Cubiles-de-la-Vega, Esther-Lydia Silva-Ramírez, Rafael Pino-Mejías, Manuel López-Coello	Evaluating the Performance of the Multilayer Perceptron as a Data Editing Tool.	IWANN	2009	DBLP DOI BibTeX RDF	Multilayer perceptron, MATLAB, learning algorithms, inconsistencies, data editing
1	Oktie Hassanzadeh, Renée J. Miller	Creating probabilistic databases from duplicated data.	VLDB J.	2009	DBLP DOI BibTeX RDF	String databases, Probabilistic databases, Duplicate detection