Search results for "missing values"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Alessandro Colantonio, Roberto Di Pietro, Alberto Ocello, Nino Vincenzo Verde	ABBA: adaptive bicluster-based approach to impute missing values in binary matrices.	SAC	2010	DBLP DOI BibTeX RDF	pseudo-biclusters, missing values, binary matrix
3	M. Michalopoulos, Christos Anagnostopoulos, Charalampos Doukas, Ilias Maglogiannis, Stathes Hadjiefthymiades	Optimizing pervasive sensor data acquisition utilizing missing values substitution.	PETRA	2010	DBLP DOI BibTeX RDF	healthcare data transmission, missing values substitution, pervasive sensors
3	Leila Ben Othman, François Rioult, Sadok Ben Yahia, Bruno Crémilleux	Missing Values: Proposition of a Typology and Characterization with an Association Rule-Based Model.	DaWaK	2009	DBLP DOI BibTeX RDF	Data mining, association rules, missing values
3	Jonathan de Andrade Silva, Eduardo R. Hruschka	An Evolutionary Algorithm for Missing Values Substitution in Classification Tasks.	HAIS	2009	DBLP DOI BibTeX RDF	Clustering, Classification, Bioinformatics, Missing Values
3	Xin Geng, Kate Smith-Miles, Zhi-Hua Zhou, Liang Wang 0001	Face image modeling by multilinear subspace analysis with missing values.	ACM Multimedia	2009	DBLP DOI BibTeX RDF	multilinear subspace analysis, missing values, face image
3	Wojciech Jaworski	Generalized Indiscernibility Relations: Applications for Missing Values and Analysis of Structural Objects.	T. Rough Sets	2008	DBLP DOI BibTeX RDF	multivalued attributes, structural objects, model of reality, rough sets, knowledge representation, information system, data analysis, missing values, sequential data, Indiscernibility relation
3	Lech Polkowski, Piotr Artiemjew	On Granular Rough Computing with Missing Values.	RSEISP	2007	DBLP DOI BibTeX RDF	granular decision systems, rough sets, missing values, rough inclusions, decision systems, granules of knowledge
3	Michinori Nakata, Hiroshi Sakai	Applying Rough Sets to Data Tables Containing Missing Values.	RSEISP	2007	DBLP DOI BibTeX RDF	Possible equivalence classes, Rough sets, Missing values, Lower and upper approximations
3	Hai Wang, Shouhong Wang	Visualization of the Critical Patterns of Missing Values in Classification Data.	VISUAL	2007	DBLP DOI BibTeX RDF	data mining, classification, self-organizing maps, cluster analysis, Data visualization, missing values
3	Leila Ben Othman, Sadok Ben Yahia	Yet Another Approach for Completing Missing Values.	CLA	2006	DBLP DOI BibTeX RDF	Generic Association Rule Bases, Missing Values Completion, Data mining, Formal Concept Analysis
3	Sergio Alonso, Francisco Chiclana, Francisco Herrera, Enrique Herrera-Viedma	A Learning Procedure to Estimate Missing Values in Fuzzy Preference Relations Based on Additive Consistency.	MDAI	2004	DBLP DOI BibTeX RDF	additive consistency, consistency, Decision-making, incomplete information, missing values, fuzzy preference relations
3	Heiko Timm, Christian Döring, Rudolf Kruse	Differentiated Treatment of Missing Values in Fuzzy Clustering.	IFSA	2003	DBLP DOI BibTeX RDF	class specific probability, missing values, fuzzy cluster analysis
3	Sadok Ben Yahia, Khedija Arour, Ali Jaoua	Completing Missing Values Using Discovered Formal Concepts.	DEXA	2000	DBLP DOI BibTeX RDF	Relational database, Knowledge discovery, Signature, Missing values, Formal concepts, Galois lattice
3	Geoffrey I. Webb	The Problem of Missing Values in Decision Tree Grafting.	Australian Joint Conference on Artificial Intelligence	1998	DBLP DOI BibTeX RDF	Grafting, Missing Values, Decision Tree Learning
2	Özgür Kabak, Da Ruan	A Cumulative Belief Degree-Based Approach for Missing Values in Nuclear Safeguards Evaluation.	IEEE Trans. Knowl. Data Eng.	2011	DBLP DOI BibTeX RDF	Cumulative belief degree, nuclear safeguards evaluation, decision support, missing values, linguistic processing
2	Wenfei Fan, Floris Geerts	Capturing missing tuples and missing values.	PODS	2010	DBLP DOI BibTeX RDF	information completeness, master data, missing data
2	Sattar Hashemi, Ying Yang	Flexible decision tree for data stream classification in the presence of concept change, noise and missing values.	Data Min. Knowl. Discov.	2009	DBLP DOI BibTeX RDF	Classification learning, Data stream classification, Fuzzy learning, Decision tree learning
2	Lamis Hawarah, Ana Simonet, Michel Simonet	Dealing with Missing Values in a Probabilistic Decision Tree during Classification.	Mining Complex Data	2009	DBLP DOI BibTeX RDF
2	Vadim V. Ayuyev, Joseph Jupin, Philip W. Harris, Zoran Obradovic	Dynamic Clustering-Based Estimation of Missing Values in Mixed Type Data.	DaWaK	2009	DBLP DOI BibTeX RDF	clustering, classification, data pre-processing, data imputation
2	Xingyi Liu	Cost-sensitive Decision Tree with Missing Values and Multiple Cost Scales.	JCAI	2009	DBLP DOI BibTeX RDF	tree, missing values, cost-sensitive
2	Huaxiong Li, Xianzhong Zhou, Yiyu Yao	Missing values imputation hypothesis: An experimental evaluation.	IEEE ICCI	2009	DBLP DOI BibTeX RDF
2	Lei Li, James McCann, Nancy S. Pollard, Christos Faloutsos	DynaMMo: mining and summarization of coevolving sequences with missing values.	KDD	2009	DBLP DOI BibTeX RDF	bayesian network, time series, expectation maximization (em), missing value
2	Michael May, Christine Körner, Dirk Hecker, Martial Pasquier, Urs Hofmann, Felix Mende	Handling missing values in GPS surveys using survival analysis: a GPS case study of outdoor advertising.	KDD Workshop on Data Mining and Audience Intelligence for Advertising	2009	DBLP DOI BibTeX RDF	mobility mining, outdoor advertising, GPS, missing values, survival analysis
2	Pawan Lingras, Ming Zhong, Satish Sharma	Evolutionary Regression and Neural Imputations of Missing Values.	Soft Computing Applications in Industry	2008	DBLP DOI BibTeX RDF
2	Ivan Avdouevski, Riitta Kerminen, Jarmo Makkonen, Ari Visa	Missing values in user activity classification applications utilizing wireless sensors.	MOBIWAC	2008	DBLP DOI BibTeX RDF	user activity classification, wsn, missing values
2	Kristjan Jonasson, Sebastian E. Ferrando	Evaluating exact VARMA likelihood and its gradient when data are incomplete.	ACM Trans. Math. Softw.	2008	DBLP DOI BibTeX RDF	Exact likelihood function, VARMA, determinant of low rank update, matrix derivative, matrix differentiation, vector autoregressive moving average model, missing values, incomplete data, ARMA
2	Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence Dooley	Gene Expression Imputation Techniques for Robust Post Genomic Knowledge Discovery.	Computational Intelligence in Medical Informatics	2008	DBLP DOI BibTeX RDF	Microarray Gene Expression Data, Missing Values Estimaiton, Post Genomic Knowledge Discovery
2	Alireza Farhangfar, Lukasz A. Kurgan, Witold Pedrycz	A Novel Framework for Imputation of Missing Values in Databases.	IEEE Transactions on Systems, Man, and Cybernetics, Part A	2007	DBLP DOI BibTeX RDF
2	Martti Juhola, Jorma Laurikkala	On metricity of two heterogeneous measures in the presence of missing values.	Artif. Intell. Rev.	2007	DBLP DOI BibTeX RDF	Mixed-type variables, Metric, Distance, Missing values, Medical data
2	Chengqi Zhang, Xiaofeng Zhu, Jilian Zhang, Yongsong Qin, Shichao Zhang 0001	GBKII: An Imputation Method for Missing Values.	PAKDD	2007	DBLP DOI BibTeX RDF
2	Toon Calders, Bart Goethals, Michael Mampaey	Mining itemsets in the presence of missing values.	SAC	2007	DBLP DOI BibTeX RDF
2	Hsuan-Shih Lee, Ming-Tao Chou, Hsin-Hsiung Fang, Wei-Kuo Tseng, Chen-Huei Yeh	Estimating Missing Values in Incomplete Additive Fuzzy Preference Relations.	KES	2007	DBLP DOI BibTeX RDF	Incomplete fuzzy preference relation, Estimation, Transitivity
2	Tapani Raiko, Alexander Ilin, Juha Karhunen	Principal Component Analysis for Large Scale Problems with Lots of Missing Values.	ECML	2007	DBLP DOI BibTeX RDF
2	Juliette Blanchet, Matthieu Vignes	Combined expression data with missing values and gene interaction network analysis: a Markovian integrated approach.	BIBE	2007	DBLP DOI BibTeX RDF
2	Jingzhou Li, Ahmed Al-Emran, Günther Ruhe	Impact Analysis of Missing Values on the Prediction Accuracy of Analogy-based Software Effort Estimation Method AQUA.	ESEM	2007	DBLP DOI BibTeX RDF
2	Antti Sorjamaa, Amaury Lendasse	Time Series Prediction as a Problem of Missing Values: Application to ESTSP2007 and NN3 Competition Benchmarks.	IJCNN	2007	DBLP DOI BibTeX RDF
2	Jingzhou Li, Günther Ruhe, Ahmed Al-Emran, Michael M. Richter	A flexible method for software effort estimation by analogy.	Empirical Software Engineering	2007	DBLP DOI BibTeX RDF	Analogy-based effort estimation, Non-quantitative attributes, Learning, Missing values, Comparative analysis, Software development effort
2	Estevam R. Hruschka Jr., Eduardo R. Hruschka, Nelson F. F. Ebecken	Bayesian networks for imputation in classification problems.	J. Intell. Inf. Syst.	2007	DBLP DOI BibTeX RDF	Data mining, Bayesian networks, Missing values
2	Qiang Yang, Charles X. Ling, Xiaoyong Chai, Rong Pan	Test-Cost Sensitive Classification on Data with Missing Values.	IEEE Trans. Knowl. Data Eng.	2006	DBLP DOI BibTeX RDF	decision trees, naive Bayes, Cost-sensitive learning
2	Lamis Hawarah, Ana Simonet, Michel Simonet	Dealing with Missing Values in a Probabilistic Decision Tree during Classification.	ICDM Workshops	2006	DBLP DOI BibTeX RDF
2	Kun Yang, Jianzhong Li, Chaokun Wang	Missing Values Estimation in Microarray Data with Partial Least Squares Regression.	International Conference on Computational Science	2006	DBLP DOI BibTeX RDF
2	Lamis Hawarah, Ana Simonet, Michel Simonet	The Complexity of a Probabilistic Approach to Deal with Missing Values in a Decision Tree.	SYNASC	2006	DBLP DOI BibTeX RDF
2	Viara Popova	Missing Values in Monotone Data Sets.	ISDA	2006	DBLP DOI BibTeX RDF
2	Paola Bonizzoni, Gianluca Della Vedova, Riccardo Dondi, Giancarlo Mauri	Fingerprint Clustering with Bounded Number of Missing Values.	CPM	2006	DBLP DOI BibTeX RDF
2	Pedro J. García-Laencina, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal	Pattern Classification with Missing Values using Multitask Learning.	IJCNN	2006	DBLP DOI BibTeX RDF
2	Alicja Gruzdz, Aleksandra Ihnatowicz, Dominik Slezak	Interactive Gene Clustering-A Case Study of Breast Cancer Microarray Data.	Information Systems Frontiers	2006	DBLP DOI BibTeX RDF	Entropy, Self-organizing maps, Breast cancer, Missing values, DNA microarrays
2	Shichao Zhang, Zhenxing Qin, Charles X. Ling, Shengli Sheng	"Missing Is Useful': Missing Values in Cost-Sensitive Decision Trees.	IEEE Trans. Knowl. Data Eng.	2005	DBLP DOI BibTeX RDF	machine learning, knowledge acquisition, Induction
2	Vladimir Gorodetsky, Oleg Karsaev, Vladimir Samoilov	Direct Mining of Rules from Data with Missing Values.	Foundations of Data Mining and knowledge Discovery	2005	DBLP DOI BibTeX RDF
2	Mei-Ling Shyu, Indika Kuruppu-Appuhamilage, Shu-Ching Chen, LiWu Chang	Handling missing values via decomposition of the conditioned set.	IRI	2005	DBLP DOI BibTeX RDF
2	Michinori Nakata, Hiroshi Sakai	Rough Sets Handling Missing Values Probabilistically Interpreted.	RSFDGrC	2005	DBLP DOI BibTeX RDF
2	Honghai Feng, Baoyan Liu, Liyun He	Using rough set to induce dependencies between attributes where there are a large amount of missing values: a SARS data application.	K-CAP	2005	DBLP DOI BibTeX RDF	SARS, rough set, knowledge acquisition
2	Honghai Feng, Chen Guoshun, Yin Cheng, Bingru Yang, Yumei Chen	A SVM Regression Based Approach to Filling in Missing Values.	KES	2005	DBLP DOI BibTeX RDF
2	Yi Feng 0004, Zhaohui Wu, Zhongmei Zhou	Combining an Order-Semisensitive Text Similarity and Closest Fit Approach to Textual Missing Values in Knowledge Discovery.	KES	2005	DBLP DOI BibTeX RDF
2	Eduardo R. Hruschka, Estevam R. Hruschka Jr., Nelson F. F. Ebecken	Missing Values Imputation for a Clustering Genetic Algorithm.	ICNC	2005	DBLP DOI BibTeX RDF
2	Maria J. Diamantopoulou, Dimitris M. Papamichail, Vassilis Z. Antonopoulos	The use of a Neural Network technique for the prediction of water quality parameters.	Operational Research	2005	DBLP DOI BibTeX RDF	water quality parameters, Strymon river, Neural Networks, missing values
2	Rafal Latkowski, Michal Mikolajczyk	Data Decomposition and Decision Rule Joining for Classification of Data with Missing Values.	T. Rough Sets	2004	DBLP DOI BibTeX RDF
2	Katsuhiro Honda, Hidetomo Ichihashi	Linear fuzzy clustering techniques with missing values and their application to local principal component analysis.	IEEE T. Fuzzy Systems	2004	DBLP DOI BibTeX RDF
2	Rafal Latkowski, Michal Mikolajczyk	Data Decomposition and Decision Rule Joining for Classification of Data with Missing Values.	Rough Sets and Current Trends in Computing	2004	DBLP DOI BibTeX RDF
2	Hyunsoo Kim, Gene H. Golub, Haesun Park	Imputation of Missing Values in DNA Microarray Gene Expression Data.	CSB	2004	DBLP DOI BibTeX RDF
2	Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence Dooley	K-Ranked Covariance Based Missing Values Estimation for Microarray Data Classification.	HIS	2004	DBLP DOI BibTeX RDF
2	Na Tang, V. Rao Vemuri	Web-Based Knowledge Acquisition to Impute Missing Values for Classification.	Web Intelligence	2004	DBLP DOI BibTeX RDF
2	Amin Shah-Hosseini, Gerald M. Knapp	Learning image semantics from users relevance feedback.	ACM Multimedia	2004	DBLP DOI BibTeX RDF	clustering with missing values, image retrieval, image semantics
2	Andres Figueroa, James Borneman, Tao Jiang	Clustering Binary Fingerprint Vectors with Missing Values for DNA Array Data Analysis.	CSB	2003	DBLP DOI BibTeX RDF	oligonucleotide fingerprinting, DNA clone classification, DNA array, algorithm, cluster analysis
2	Eduardo R. Hruschka, Estevam R. Hruschka Jr., Nelson F. F. Ebecken	Evaluating a Nearest-Neighbor Method to Substitute Continuous Missing Values.	Australian Conference on Artificial Intelligence	2003	DBLP DOI BibTeX RDF
2	François Rioult, Bruno Crémilleux	Condensed Representations in Presence of Missing Values.	IDA	2003	DBLP DOI BibTeX RDF
2	Xintao Wu, Daniel Barbará	Learning missing values from summary constraints.	SIGKDD Explorations	2002	DBLP DOI BibTeX RDF	constraint programming, linear algebra, maximum entropy, data cleaning, cross entropy
2	Yoshikazu Fujikawa, Tu Bao Ho	Cluster-Based Algorithms for Dealing with Missing Values.	PAKDD	2002	DBLP DOI BibTeX RDF
2	Sholom M. Weiss, Nitin Indurkhya	Decision-Rule Solutions for Data Mining with Missing Values.	IBERAMIA-SBIA	2000	DBLP DOI BibTeX RDF	decision rule induction, boosting
2	Jerzy W. Grzymala-Busse, Ming Hu	A Comparison of Several Approaches to Missing Attribute Values in Data Mining.	Rough Sets and Current Trends in Computing	2000	DBLP DOI BibTeX RDF	attribute missing values, Data mining, machine learning, knowledge discovery in databases, learning from examples
2	Zijian Zheng, Boon Toh Low	Classifying Unseen Cases with Many Missing Values.	PAKDD	1999	DBLP DOI BibTeX RDF
2	Shusaku Tsumoto	Rule Discovery in Databases with Missing Values Based on Rough Set Model.	PAKDD	1999	DBLP DOI BibTeX RDF
2	Oscar Ortega Lobo, Masayuki Numao	Ordered Estimation of Missing Values.	PAKDD	1999	DBLP DOI BibTeX RDF
2	Wei Zhong Liu, Allan P. White, Simon G. Thompson, Max A. Bramer	Techniques for Dealing with Missing Values in Classification.	IDA	1997	DBLP DOI BibTeX RDF
2	Craig G. Nevill-Manning, Geoffrey Holmes, Ian H. Witten	The Development of Holte's 1R Classifier.	ANNES	1995	DBLP DOI BibTeX RDF	irrelevant attributes, Machine learning, quantization, missing values
1	Yaseen T. Mustafa, Valentyn Tolpekin, Alfred Stein	Application of the Expectation Maximization Algorithm to Estimate Missing Values in Gaussian Bayesian Network Modeling for Forest Growth.	IEEE T. Geoscience and Remote Sensing	2012	DBLP DOI BibTeX RDF
1	Louis Le Tarnec, Damien Garcia	Corrigendum to "Robust smoothing of gridded data in one and higher dimensions with missing values" [Comput. Statist. Data Anal. 54 (2010) 1167-1178].	Computational Statistics & Data Analysis	2012	DBLP DOI BibTeX RDF
1	Doh-Soon Kwak, Kwang-Jae Kim	A data mining approach considering missing values for the optimization of semiconductor-manufacturing processes.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	Nicolas Städler, Peter Bühlmann	Missing values: sparse inverse covariance estimation and an extension to sparse regression.	Statistics and Computing	2012	DBLP DOI BibTeX RDF
1	Lieven Nils Kennes, Ralf-Dieter Hilgers, Nicole Heussen	Choice of the Reference Set in a Randomization Test Based on Linear Ranks in the Presence of Missing Values.	Communications in Statistics - Simulation and Computation	2012	DBLP DOI BibTeX RDF
1	Julie Josse, Marie Chavent, Benoit Liquet, François Husson	Handling Missing Values with Regularized Iterative Multiple Correspondence Analysis.	J. Classification	2012	DBLP DOI BibTeX RDF
1	Kin-On Cheng, Ngai-Fong Law, Wan-Chi Siu	Iterative bicluster-based least square framework for estimation of missing values in microarray gene expression data.	Pattern Recognition	2012	DBLP DOI BibTeX RDF
1	Werner Nutt, Simon Razniewski, Gil Vegliach	Incomplete Databases: Missing Records and Missing Values.	DASFAA Workshops	2012	DBLP DOI BibTeX RDF
1	Yoshifumi Kusunoki, Masahiro Inuiguchi	Variable Precision Rough Set Model in Information Tables with Missing Values.	JACIII	2011	DBLP BibTeX RDF
1	Xin Geng, Kate Smith-Miles, Zhi-Hua Zhou, Liang Wang 0001	Face Image Modeling by Multilinear Subspace Analysis With Missing Values.	IEEE Transactions on Systems, Man, and Cybernetics, Part B	2011	DBLP DOI BibTeX RDF
1	Anish C. Turlapaty, Nicolas H. Younan, Valentine G. Anantharaj	Interpolation of Missing Values in AMSR-E Soil Moisture Data Using Modified SSA.	IEEE Geosci. Remote Sensing Lett.	2011	DBLP DOI BibTeX RDF
1	Lars Wohlrab, Johannes Fürnkranz	A review and comparison of strategies for handling missing values in separate-and-conquer rule learning.	J. Intell. Inf. Syst.	2011	DBLP DOI BibTeX RDF
1	Stephan Günnemann, Emmanuel Müller, Sebastian Raubach, Thomas Seidl	Flexible Fault Tolerant Subspace Clustering for Data with Missing Values.	ICDM	2011	DBLP DOI BibTeX RDF
1	Michinori Nakata, Hiroshi Sakai	Dual Rough Approximations in Information Tables with Missing Values.	RSFDGrC	2011	DBLP DOI BibTeX RDF
1	Xiaodong Feng, Sen Wu, Yanchi Liu	Imputing Missing Values for Mixed Numeric and Categorical Attributes Based on Incomplete Data Hierarchical Clustering.	KSEM	2011	DBLP DOI BibTeX RDF
1	Noel Lopes, Bernardete Ribeiro	A Robust Learning Model for Dealing with Missing Values in Many-Core Architectures.	ICANNGA	2011	DBLP DOI BibTeX RDF
1	Mónica Millán-Giraldo, Vicente Javier Traver, Javier Salvador Sánchez	On-Line Classification of Data Streams with Missing Values Based on Reinforcement Learning.	IbPRIA	2011	DBLP DOI BibTeX RDF
1	Kristian Stevens, Bonnie Kirkpatrick	Efficiently Solvable Perfect Phylogeny Problems on Binary and k-State Data with Missing Values.	WABI	2011	DBLP DOI BibTeX RDF
1	Thi Anh Ngoc Nguyen, Soo-Hyung Kim, Hyung-Jeong Yang, Sun-Hee Kim	Hidden dynamic learning for long-interval consecutive missing values reconstruction in EEG time series.	GrC	2011	DBLP DOI BibTeX RDF
1	Ying Yang, Jian Kang	Joint analysis of mixed Poisson and continuous longitudinal data with nonignorable missing values.	Computational Statistics & Data Analysis	2010	DBLP DOI BibTeX RDF
1	Damien Garcia	Robust smoothing of gridded data in one and higher dimensions with missing values.	Computational Statistics & Data Analysis	2010	DBLP DOI BibTeX RDF
1	Karel Hron, Matthias Templ, Peter Filzmoser	Imputation of missing values for compositional data using classical and robust methods.	Computational Statistics & Data Analysis	2010	DBLP DOI BibTeX RDF
1	Norman Poh, David Windridge, Vadim Mottl, Alexander Tatarchuk, Andrey Eliseyev	Addressing missing values in kernel-based multimodal biometric fusion using neutral point substitution.	IEEE Transactions on Information Forensics and Security	2010	DBLP DOI BibTeX RDF
1	Paola Bonizzoni, Gianluca Della Vedova, Riccardo Dondi, Giancarlo Mauri	Fingerprint Clustering with Bounded Number of Missing Values.	Algorithmica	2010	DBLP DOI BibTeX RDF
1	Serkan Genç, Fatih Emre Boran, Diyar Akay, Zeshui Xu	Interval multiplicative transitivity for consistency, missing values and priority weights of interval fuzzy preference relations.	Inf. Sci.	2010	DBLP DOI BibTeX RDF
1	Alexander Ilin, Tapani Raiko	Practical Approaches to Principal Component Analysis in the Presence of Missing Values.	Journal of Machine Learning Research	2010	DBLP BibTeX RDF