Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
160 | Taghi M. Khoshgoftaar, Jason Van Hulse |
Imputation techniques for multivariate missingness in software measurement data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Softw. Qual. J. ![In: Softw. Qual. J. 16(4), pp. 563-600, 2008. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
Bayesian multiple imputation, Software quality, Data quality, Missing data, Imputation |
153 | Per Jönsson, Claes Wohlin |
Benchmarking k-nearest neighbour imputation with homogeneous Likert data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Empir. Softw. Eng. ![In: Empir. Softw. Eng. 11(3), pp. 463-489, 2006. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
Likert data, Missing data, Imputation, k-Nearest Neighbour |
133 | Alireza Farhangfar, Lukasz A. Kurgan, Witold Pedrycz |
A Novel Framework for Imputation of Missing Values in Databases. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Syst. Man Cybern. Part A ![In: IEEE Trans. Syst. Man Cybern. Part A 37(5), pp. 692-709, 2007. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
114 | Qinbao Song, Martin J. Shepperd, Michelle Cartwright |
A Short Note on Safest Default Missingness Mechanism Assumptions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Empir. Softw. Eng. ![In: Empir. Softw. Eng. 10(2), pp. 235-243, 2005. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
missingness mechanism, missing data, Software effort prediction, data imputation |
100 | Ingunn Myrtveit, Erik Stensrud, Ulf H. Olsson |
Analyzing Data Sets with Missing Data: An Empirical Evaluation of Imputation Methods and Likelihood-Based Methods. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Software Eng. ![In: IEEE Trans. Software Eng. 27(11), pp. 999-1013, 2001. The full citation details ...](Pics/full.jpeg) |
2001 |
DBLP DOI BibTeX RDF |
imputation methods, listwise deletion, mean imputation, similar response pattern imputation, full information maximum likelihood, log-log regression, ERP, cost estimation, missing data, Software effort prediction |
100 | Yongsong Qin, Shichao Zhang 0001, Xiaofeng Zhu 0001, Jilian Zhang, Chengqi Zhang |
Semi-parametric optimization for missing data imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Appl. Intell. ![In: Appl. Intell. 27(1), pp. 79-88, 2007. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
Missing data imputation, Semi-parametric data, Missing data |
93 | Shichao Zhang 0001, Zhi Jin, Xiaofeng Zhu 0001 |
NIIA: Nonparametric Iterative Imputation Algorithm. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PRICAI ![In: PRICAI 2008: Trends in Artificial Intelligence, 10th Pacific Rim International Conference on Artificial Intelligence, Hanoi, Vietnam, December 15-19, 2008. Proceedings, pp. 544-555, 2008, Springer, 978-3-540-89196-3. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
93 | Estevam R. Hruschka Jr., Eduardo R. Hruschka, Nelson F. F. Ebecken |
Bayesian networks for imputation in classification problems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Intell. Inf. Syst. ![In: J. Intell. Inf. Syst. 29(3), pp. 231-252, 2007. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
Data mining, Bayesian networks, Missing values |
93 | Jason Van Hulse, Taghi M. Khoshgoftaar |
Incomplete-Case Nearest Neighbor Imputation in Software Measurement Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IRI ![In: Proceedings of the IEEE International Conference on Information Reuse and Integration, IRI 2007, 13-15 August 2007, Las Vegas, Nevada, USA, pp. 630-637, 2007, IEEE Systems, Man, and Cybernetics Society. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
88 | Vadim V. Ayuyev, Joseph Jupin, Philip W. Harris, Zoran Obradovic |
Dynamic Clustering-Based Estimation of Missing Values in Mixed Type Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
DaWaK ![In: Data Warehousing and Knowledge Discovery, 11th International Conference, DaWaK 2009, Linz, Austria, August 31 - September 2, 2009, Proceedings, pp. 366-377, 2009, Springer, 978-3-642-03729-0. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
clustering, classification, data pre-processing, data imputation |
88 | Michelle Cartwright, Martin J. Shepperd, Qinbao Song |
Dealing with Missing Software Project Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE METRICS ![In: 9th IEEE International Software Metrics Symposium (METRICS 2003), 3-5 September 2003, Sydney, Australia, pp. 154-165, 2003, IEEE Computer Society, 0-7695-1987-3. The full citation details ...](Pics/full.jpeg) |
2003 |
DBLP DOI BibTeX RDF |
project effort estimation, data analysis, imputation |
86 | Adam Pantanowitz, Tshilidzi Marwala |
Evaluating the Impact of Missing Data Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ADMA ![In: Advanced Data Mining and Applications, 5th International Conference, ADMA 2009, Beijing, China, August 17-19, 2009. Proceedings, pp. 577-586, 2009, Springer, 978-3-642-03347-6. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
sensitivity, missing data, random forest, Impact, imputation |
79 | Shichao Zhang 0001, Zhi Jin, Xiaofeng Zhu 0001, Jilian Zhang |
Missing Data Analysis: A Kernel-Based Multi-Imputation Approach. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Trans. Comput. Sci. ![In: Transactions on Computational Science III, pp. 122-142, 2009, Springer, 978-3-642-00211-3. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
79 | Huaxiong Li, Xianzhong Zhou, Yiyu Yao |
Missing values imputation hypothesis: An experimental evaluation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE ICCI ![In: Proceedings of the 8th IEEE International Conference on Cognitive Informatics, ICCI 2009, June 15-17, 2009, Hong Kong, China, pp. 275-280, 2009, IEEE Computer Society, 978-1-4244-4642-1. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
79 | Bogdan Pasaniuc, Justin Kennedy, Ion I. Mandoiu |
Imputation-Based Local Ancestry Inference in Admixed Populations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ISBRA ![In: Bioinformatics Research and Applications, 5th International Symposium, ISBRA 2009, Fort Lauderdale, FL, USA, May 13-16, 2009, Proceedings, pp. 221-233, 2009, Springer, 978-3-642-01550-2. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
79 | Qiankun Zhao, Prasenjit Mitra, Dongwon Lee 0001, Jaewoo Kang |
HICCUP: Hierarchical Clustering Based Value Imputation using Heterogeneous Gene Expression Microarray Datasets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
BIBE ![In: Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, BIBE 2007, October 14-17, 2007, Harvard Medical School, Boston, MA, USA, pp. 71-78, 2007, IEEE Computer Society, 978-1-4244-1509-0. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
79 | Hyunsoo Kim, Gene H. Golub, Haesun Park |
Imputation of Missing Values in DNA Microarray Gene Expression Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CSB ![In: 3rd International IEEE Computer Society Computational Systems Bioinformatics Conference, CSB 2004, Stanford, CA, USA, August 16-19, 2004, pp. 572-573, 2004, IEEE Computer Society, 0-7695-2194-0. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
74 | Dan Li 0002, Jitender S. Deogun, William Spaulding, Bill Shuart |
Dealing with Missing Data: Algorithms Based on Fuzzy Set and Rough Set Theories. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Trans. Rough Sets ![In: Transactions on Rough Sets IV, pp. 37-57, 2005, Springer, 3-540-29830-4. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
rough-fuzzy hybridization, rough sets, fuzzy sets, Missing data, K-means clustering, imputation |
73 | Xiaoyuan Su, Taghi M. Khoshgoftaar, Xingquan Zhu 0001, Russell Greiner |
Imputation-boosted collaborative filtering using machine learning classifiers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SAC ![In: Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), Fortaleza, Ceara, Brazil, March 16-20, 2008, pp. 949-950, 2008, ACM, 978-1-59593-753-7. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
imputation techniques, machine learning classifiers, recommendation systems, collaborative filtering, incomplete data |
73 | Bhekisipho Twala, Michelle Cartwright |
Ensemble Imputation Methods for Missing Software Engineering Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE METRICS ![In: 11th IEEE International Symposium on Software Metrics (METRICS 2005), 19-22 September 2005, Como Italy, pp. 30, 2005, IEEE Computer Society, 0-7695-2371-4. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
software prediction, Machine learning, decision trees, ensemble, incomplete data, imputation |
67 | Semen Simkin, Tim Verwaart, Hans Vrolijk |
Application of a Genetic Algorithm to Nearest Neighbour Classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEA/AIE ![In: Innovations in Applied Artificial Intelligence, 18th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2005, Bari, Italy, June 22-24, 2005, Proceedings, pp. 544-546, 2005, Springer, 3-540-26551-1. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
67 | Pei Chen, David Suter |
Recovering the Missing Components in a Large Noisy Low-Rank Matrix: Application to SFM. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Pattern Anal. Mach. Intell. ![In: IEEE Trans. Pattern Anal. Mach. Intell. 26(8), pp. 1051-1063, 2004. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
66 | Edson Takashi Matsubara, Ronaldo C. Prati, Gustavo E. A. P. A. Batista, Maria Carolina Monard |
Missing Value Imputation Using a Semi-supervised Rank Aggregation Approach. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SBIA ![In: Advances in Artificial Intelligence - SBIA 2008, 19th Brazilian Symposium on Artificial Intelligence, Savador, Brazil, October 26-30, 2008. Proceedings, pp. 217-226, 2008, Springer, 978-3-540-88189-6. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
66 | Veselka Boeva, Elena Tsiporkova |
A Novel Adaptive Multiple Imputation Algorithm. ![Search on Bibsonomy](Pics/bibsonomy.png) |
BIRD ![In: Bioinformatics Research and Development, Second International Conference, BIRD 2008, Vienna, Austria, July 7-9, 2008, Proceedings, pp. 193-206, 2008, Springer, 978-3-540-70598-7. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
66 | Xiaoyuan Su, Taghi M. Khoshgoftaar, Russell Greiner |
Using Imputation Techniques to Help Learn Accurate Classifiers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICTAI (1) ![In: 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), November 3-5, 2008, Dayton, Ohio, USA, Volume 1, pp. 437-444, 2008, IEEE Computer Society, 978-0-7695-3440-4. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
66 | Shichao Zhang 0001, Yongsong Qin, Xiaofeng Zhu 0001, Jilian Zhang, Chengqi Zhang |
Optimized Parameters for Missing Data Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PRICAI ![In: PRICAI 2006: Trends in Artificial Intelligence, 9th Pacific Rim International Conference on Artificial Intelligence, Guilin, China, August 7-11, 2006, Proceedings, pp. 1010-1016, 2006, Springer, 3-540-36667-9. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
66 | Per Jönsson, Claes Wohlin |
An Evaluation of k-Nearest Neighbour Imputation Using Likert Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE METRICS ![In: 10th IEEE International Software Metrics Symposium (METRICS 2004), 11-17 September 2004, Chicago, IL, USA, pp. 108-118, 2004, IEEE Computer Society, 0-7695-2129-0. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
61 | Kevin Strike, Khaled El Emam, Nazim H. Madhavji |
Software Cost Estimation with Incomplete Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Software Eng. ![In: IEEE Trans. Software Eng. 27(10), pp. 890-908, 2001. The full citation details ...](Pics/full.jpeg) |
2001 |
DBLP DOI BibTeX RDF |
data quality, cost modeling, missing data, Software cost estimation, imputation |
59 | María M. Abad-Grau, Paola Sebastiani |
Multivariate Imputation of Genotype Data Using Short and Long Range Disequilibrium. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EUROCAST ![In: Computer Aided Systems Theory - EUROCAST 2007, 11th International Conference on Computer Aided Systems Theory, Las Palmas de Gran Canaria, Spain, February 12-16, 2007, Revised Selected Papers, pp. 187-194, 2007, Springer, 978-3-540-75866-2. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
linkage disequilibrium, Bayesian networks, decision trees, missing data, SNPs, imputation |
59 | Françoise Fessant, Sophie Midenet |
Self-Organising Map for Data Imputation and Correction in Surveys. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neural Comput. Appl. ![In: Neural Comput. Appl. 10(4), pp. 300-310, 2002. The full citation details ...](Pics/full.jpeg) |
2002 |
DBLP DOI BibTeX RDF |
Erroneous data treatment, Imputation methods, Neural networks, Surveys, Data analysis, Self-Organising Map |
54 | Yoram Bachrach, Reshef Meir, Michael Zuckerman, Jörg Rothe, Jeffrey S. Rosenschein |
The cost of stability in weighted voting games. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAMAS (2) ![In: 8th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), Budapest, Hungary, May 10-15, 2009, Volume 2, pp. 1289-1290, 2009, IFAAMAS, 978-0-9817381-7-8. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP BibTeX RDF |
core, coalition formation, weighted voting games |
54 | Ingunn Myrtveit, Ulf H. Olsson, Erik Stensrud |
Assessing the Benefits of Imputing ERP Projects with Missing Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE METRICS ![In: 7th IEEE International Software Metrics Symposium (METRICS 2001), 4-6 April 2001, London, England, UK, pp. 78-84, 2001, IEEE Computer Society, 0-7695-1043-4. The full citation details ...](Pics/full.jpeg) |
2001 |
DBLP DOI BibTeX RDF |
|
53 | Yuka Higashijima, Atsushi Yamamoto, Takayuki Nakamura, Motonori Nakamura, Masato Matsuo |
Missing Data Imputation Using Regression Tree Model for Sparse Data Collected via Wide Area Ubiquitous Network. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SAINT ![In: Tenth Annual International Symposium on Applications and the Internet, SAINT 2010, Seoul, Korea, 19-23 July, 2010, Proceedings, pp. 189-192, 2010, IEEE Computer Society, 978-1-4244-7526-1. The full citation details ...](Pics/full.jpeg) |
2010 |
DBLP DOI BibTeX RDF |
uTupleSpace, Regression Tree Imputation, Imputation, Sparse data |
52 | Shichao Zhang 0001, Jilian Zhang, Xiaofeng Zhu 0001, Yongsong Qin, Chengqi Zhang |
Missing Value Imputation Based on Data Clustering. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Trans. Comput. Sci. ![In: Transactions on Computational Science I, pp. 128-138, 2008, Springer, 978-3-540-79298-7. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
52 | Jianhua Wu, Qinbao Song, Junyi Shen |
An Novel Association Rule Mining Based Missing Nominal Data Imputation Method. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SNPD (3) ![In: Proceedings of the 8th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD 2007, July 30 - August 1, 2007, Qingdao, China, pp. 244-249, 2007, IEEE Computer Society, 0-7695-2909-7. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
52 | Chengqi Zhang, Xiaofeng Zhu 0001, Jilian Zhang, Yongsong Qin, Shichao Zhang 0001 |
GBKII: An Imputation Method for Missing Values. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PAKDD ![In: Advances in Knowledge Discovery and Data Mining, 11th Pacific-Asia Conference, PAKDD 2007, Nanjing, China, May 22-25, 2007, Proceedings, pp. 1080-1087, 2007, Springer, 978-3-540-71700-3. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
52 | Xiangchao Gan, Alan Wee-Chung Liew, Hong Yan 0001 |
Microarray Missing Data Imputation based on a Set Theoretic Framework and Biological Constraints. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICPR (3) ![In: 18th International Conference on Pattern Recognition (ICPR 2006), 20-24 August 2006, Hong Kong, China, pp. 842-845, 2006, IEEE Computer Society, 0-7695-2521-0. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
52 | Iván Olier, Alfredo Vellido |
Comparative Assessment of the Robustness of Missing Data Imputation Through Generative Topographic Mapping. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWANN ![In: Computational Intelligence and Bioinspired Systems, 8th International Work-Conference on Artificial Neural Networks, IWANN 2005, Vilanova i la Geltrú, Barcelona, Spain, June 8-10, 2005, Proceedings, pp. 787-794, 2005, Springer, 3-540-26208-3. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
52 | A. M. J. Miller, W. A. Gray, Nick J. Fiddian |
Object-Oriented Knowledge Based Imputation ![Search on Bibsonomy](Pics/bibsonomy.png) |
DEXA ![In: Database and Expert Systems Applications, 6th International Conference, DEXA'95, London, United Kingdom, September 4-8, 1995, Proceedings, pp. 415-425, 1995, Springer, 3-540-60303-4. The full citation details ...](Pics/full.jpeg) |
1995 |
DBLP DOI BibTeX RDF |
|
40 | Xiaoyuan Su, Taghi M. Khoshgoftaar, Russell Greiner |
Imputed Neighborhood Based Collaborative Filtering. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Web Intelligence ![In: 2008 IEEE / WIC / ACM International Conference on Web Intelligence, WI 2008, 9-12 December 2008, Sydney, NSW, Australia, Main Conference Proceedings, pp. 633-639, 2008, IEEE Computer Society, 978-0-7695-3496-1. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
40 | Peng Liu, Lei Lei |
Missing Data Treatment Methods and NBI Model. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ISDA (1) ![In: Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), October 16-18, 2006, Jinan, China, pp. 633-638, 2006, IEEE Computer Society, 0-7695-2528-8. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
40 | Vladimir Gorodetsky, Oleg Karsaev, Vladimir Samoilov |
Direct Mining of Rules from Data with Missing Values. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Foundations of Data Mining and knowledge Discovery ![In: Foundations of Data Mining and knowledge Discovery, pp. 233-264, 2005, Springer, 978-3-540-26257-2. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
40 | Enrico Franconi, Antonio Laureti Palma, Nicola Leone, Simona Perri, Francesco Scarcello |
Census Data Repair: a Challenging Application of Disjunctive Logic Programming. ![Search on Bibsonomy](Pics/bibsonomy.png) |
LPAR ![In: Logic for Programming, Artificial Intelligence, and Reasoning, 8th International Conference, LPAR 2001, Havana, Cuba, December 3-7, 2001, Proceedings, pp. 561-578, 2001, Springer, 3-540-42957-3. The full citation details ...](Pics/full.jpeg) |
2001 |
DBLP DOI BibTeX RDF |
|
39 | Yu Gu 0002, Ge Yu 0001, Yueguo Chen, Beng Chin Ooi |
Efficient RFID Data Imputation by Analyzing the Correlations of Monitored Objects. ![Search on Bibsonomy](Pics/bibsonomy.png) |
DASFAA ![In: Database Systems for Advanced Applications, 14th International Conference, DASFAA 2009, Brisbane, Australia, April 21-23, 2009. Proceedings, pp. 186-200, 2009, Springer, 978-3-642-00886-3. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
39 | Ana S. Fernandes, Ian H. Jarman, Terence A. Etchells, José Manuel Fonseca, Elia Biganzoli, Chris Bajdik, Paulo J. G. Lisboa |
Missing Data Imputation in Longitudinal Cohort Studies: Application of PLANN-ARD in Breast Cancer Survival. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICMLA ![In: Seventh International Conference on Machine Learning and Applications, ICMLA 2008, San Diego, California, USA, 11-13 December 2008, pp. 644-649, 2008, IEEE Computer Society, 978-0-7695-3495-4. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
39 | Mary M. Randolph-Gips |
A New Neural Network to Process Missing Data without Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICMLA ![In: Seventh International Conference on Machine Learning and Applications, ICMLA 2008, San Diego, California, USA, 11-13 December 2008, pp. 756-762, 2008, IEEE Computer Society, 978-0-7695-3495-4. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
39 | YuanYuan Li, Lynne E. Parker |
A spatial-temporal imputation technique for classification with missing data in a wireless sensor network. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IROS ![In: 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, September 22-26, 2008, Acropolis Convention Center, Nice, France, pp. 3272-3279, 2008, IEEE, 978-1-4244-2057-5. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
39 | Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence S. Dooley, Ross L. Coppel |
Heuristic Non Parametric Collateral Missing Value Imputation: A Step Towards Robust Post-genomic Knowledge Discovery. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PRIB ![In: Pattern Recognition in Bioinformatics, Third IAPR International Conference, PRIB 2008, Melbourne, Australia, October 15-17, 2008. Proceedings, pp. 373-387, 2008, Springer, 978-3-540-88434-7. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
39 | Nan Jiang |
A Data Imputation Model in Sensor Databases. ![Search on Bibsonomy](Pics/bibsonomy.png) |
HPCC ![In: High Performance Computing and Communications, Third International Conference, HPCC 2007, Houston, USA, September 26-28, 2007, Proceedings, pp. 86-96, 2007, Springer, 978-3-540-75443-5. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
39 | Taegyun Yun, Suyoung Kim, Taeho Hwang, Gwan-Su Yi |
A Direct Clustering Method for Imperfect Microarray Data without Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FBIT ![In: Frontiers in the Convergence of Bioscience and Information Technologies 2007, FBIT 2007, Jeju Island, Korea, October 11-13, 2007, pp. 183-187, 2007, IEEE Computer Society, 978-0-7695-2999-8. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
39 | Marco Di Zio, Ugo Guarnera |
On Multiple Imputation Through Finite Gaussian Mixture Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GfKl ![In: Data Analysis, Machine Learning and Applications - Proceedings of the 31st Annual Conference of the Gesellschaft für Klassifikation e.V., Albert-Ludwigs-Universität Freiburg, March 7-9, 2007, pp. 111-118, 2007, Springer, 978-3-540-78239-1. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
39 | Geetha Jagannathan, Rebecca N. Wright |
Privacy-Preserving Data Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICDM Workshops ![In: Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 18-22 December 2006, Hong Kong, China, pp. 535-540, 2006, IEEE Computer Society, 0-7695-2702-7. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
39 | Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence Dooley |
Missing Value Imputation Framework for Microarray Significant Gene Selection and Class Prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
BioDM ![In: Data Mining for Biomedical Applications, PAKDD 2006 Workshop, BioDM 2006, Singapore, April 9, 2006, Proceedings, pp. 131-142, 2006, Springer, 3-540-33104-2. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
39 | Eduardo R. Hruschka, Estevam R. Hruschka Jr., Nelson F. F. Ebecken |
Missing Values Imputation for a Clustering Genetic Algorithm. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICNC (3) ![In: Advances in Natural Computation, First International Conference, ICNC 2005, Changsha, China, August 27-29, 2005, Proceedings, Part III, pp. 245-254, 2005, Springer, 3-540-28320-X. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
39 | Antonio J. T. Garcia, Eduardo R. Hruschka |
Naive Bayes as an Imputation Tool for Classification Problems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
HIS ![In: 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 6.9 November 2005, Rio de Janeiro, Brazil, pp. 497-499, 2005, IEEE Computer Society, 0-7695-2457-5. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
39 | Dan Li 0002, Jitender S. Deogun, William Spaulding, Bill Shuart |
Towards Missing Data Imputation: A Study of Fuzzy K-means Clustering Method. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Rough Sets and Current Trends in Computing ![In: Rough Sets and Current Trends in Computing, 4th International Conference, RSCTC 2004, Uppsala, Sweden, June 1-5, 2004, Proceedings, pp. 573-579, 2004, Springer, 3-540-22117-4. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
39 | Yu Luo, Limin Du |
Single Gauss model set-based data imputation method for complex ASR task. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ISCAS (2) ![In: Proceedings of the 2003 International Symposium on Circuits and Systems, ISCAS 2003, Bangkok, Thailand, May 25-28, 2003, pp. 564-567, 2003, IEEE, 0-7803-7761-3. The full citation details ...](Pics/full.jpeg) |
2003 |
DBLP DOI BibTeX RDF |
|
36 | Shichao Zhang 0001 |
Parimputation: From Imputation and Null-Imputation to Partially Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Intell. Informatics Bull. ![In: IEEE Intell. Informatics Bull. 9(1), pp. 32-38, 2008. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP BibTeX RDF |
|
34 | Ezequiel López-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato |
Automatic Model Selection by Cross-Validation for Probabilistic PCA. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neural Process. Lett. ![In: Neural Process. Lett. 30(2), pp. 113-132, 2009. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
Missing value imputation, Simulated annealing, Dimensionality reduction, Cross-validation, Probabilistic principal components analysis (PPCA), Probability density estimation |
34 | John Moses, Malcolm Farrow |
Tests for consistent measurement of external subjective software quality attributes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Empir. Softw. Eng. ![In: Empir. Softw. Eng. 13(3), pp. 261-287, 2008. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
Subjective software quality attributes, Distribution principle, Minimum rejection principle, Bayesian inference, Error rates, Conditional probability, Multinomial distribution, Data imputation, Consistent measurement |
34 | Brian Eriksson, Paul Barford, Robert D. Nowak, Mark Crovella |
Learning network structure from passive measurements. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Internet Measurement Conference ![In: Proceedings of the 7th ACM SIGCOMM Internet Measurement Conference, IMC 2007, San Diego, California, USA, October 24-26, 2007, pp. 209-214, 2007, ACM, 978-1-59593-908-1. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
measurement, topology, embedding, inference, imputation |
34 | W. Eric Wong, Jin Zhao, Victor K. Y. Chan |
Applying statistical methodology to optimize and simplify software metric models with missing data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SAC ![In: Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), Dijon, France, April 23-27, 2006, pp. 1728-1733, 2006, ACM, 1-59593-108-2. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
imputation method, model optimization, models, software metrics, missing data, model simplification |
34 | Robin Mitra, Jerome P. Reiter |
Adjusting Survey Weights When Altering Identifying Design Variables Via Synthetic Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Privacy in Statistical Databases ![In: Privacy in Statistical Databases, CENEX-SDC Project International Conference, PSD 2006, Rome, Italy, December 13-15, 2006, Proceedings, pp. 177-188, 2006, Springer, 3-540-49330-1. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
Multiple imputation, Weights, Disclosure, Swapping, Synthetic data |
32 | Roy Kwang Yang Chang, Chu Kiong Loo, M. V. C. Rao |
Enhanced probabilistic neural network with data imputation capabilities for machine-fault classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neural Comput. Appl. ![In: Neural Comput. Appl. 18(7), pp. 791-800, 2009. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
Global k-means, Probabilistic neural network, Fault classification, Data imputation |
32 | Weiwei Xia, Liang He 0001, Junzhong Gu, Keqin He |
Effective Collaborative Filtering Approaches Based on Missing Data Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NCM ![In: International Conference on Networked Computing and Advanced Information Management, NCM 2009, Fifth International Joint Conference on INC, IMS and IDC: INC 2009: International Conference on Networked Computing, IMS 2009: International Conference on Advanced Information Management and Service, IDC 2009: International Conference on Digital Content, Multimedia Technology and its Applications, Seoul, Korea, August 25-27, 2009, pp. 534-537, 2009, IEEE Computer Society, 978-0-7695-3769-6. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
rating data imputation, sparsity problem, recommender system, collaborative filtering |
32 | Sumanth Yenduri |
An Agglomerative Clustering Methodology For Data Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ITNG ![In: Third International Conference on Information Technology: New Generations (ITNG 2006), 10-12 April 2006, Las Vegas, Nevada, USA, pp. 34-39, 2006, IEEE Computer Society, 0-7695-2497-4. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
Software Project Data Sets, Clustering Algorithms, Effort Prediction, Data Imputation |
27 | Bonnie Kirkpatrick, Javier Rosa, Eran Halperin, Richard M. Karp |
Haplotype Inference in Complex Pedigrees. ![Search on Bibsonomy](Pics/bibsonomy.png) |
RECOMB ![In: Research in Computational Molecular Biology, 13th Annual International Conference, RECOMB 2009, Tucson, AZ, USA, May 18-21, 2009. Proceedings, pp. 108-120, 2009, Springer, 978-3-642-02007-0. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
27 | Yang Zhang, Yuncai Liu |
Missing traffic flow data prediction using least squares support vector machines in urban arterial streets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CIDM ![In: Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2009, part of the IEEE Symposium Series on Computational Intelligence 2009, Nashville, TN, USA, March 30, 2009 - April 2, 2009, pp. 76-83, 2009, IEEE, 978-1-4244-2765-9. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
27 | Jonathan de Andrade Silva, Eduardo R. Hruschka |
An Evolutionary Algorithm for Missing Values Substitution in Classification Tasks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
HAIS ![In: Hybrid Artificial Intelligence Systems, 4th International Conference, HAIS 2009, Salamanca, Spain, June 10-12, 2009. Proceedings, pp. 195-202, 2009, Springer, 978-3-642-02318-7. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
Clustering, Classification, Bioinformatics, Missing Values |
27 | Jilles Vreeken, Arno Siebes |
Filling in the Blanks - Krimp Minimisation for Missing Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICDM ![In: Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), December 15-19, 2008, Pisa, Italy, pp. 1067-1072, 2008, IEEE Computer Society, 978-0-7695-3502-9. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
27 | Pasi Koikkalainen, Ismo Horppu |
Handling Missing Data with the Tree-Structured Self-Organizing Map. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCNN ![In: Proceedings of the International Joint Conference on Neural Networks, IJCNN 2007, Celebrating 20 years of neural networks, Orlando, Florida, USA, August 12-17, 2007, pp. 2289-2294, 2007, IEEE, 978-1-4244-1379-9. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
27 | Xuejun Liao, Hui Li 0068, Lawrence Carin |
Quadratically gated mixture of experts for incomplete data classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: Machine Learning, Proceedings of the Twenty-Fourth International Conference (ICML 2007), Corvallis, Oregon, USA, June 20-24, 2007, pp. 553-560, 2007, ACM, 978-1-59593-793-3. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
27 | Ohm Sornil, Sunatashee Poonvutthikul |
Constructing Bayesian Networks from Association Analysis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PRICAI ![In: PRICAI 2006: Trends in Artificial Intelligence, 9th Pacific Rim International Conference on Artificial Intelligence, Guilin, China, August 7-11, 2006, Proceedings, pp. 231-240, 2006, Springer, 3-540-36667-9. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
27 | Hongjun Jia, Jeff Fortuna, Aleix M. Martínez |
Perturbation Estimation of the Subspaces for Structure from Motion with Noisy and Missing Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
3DPVT ![In: 3rd International Symposium on 3D Data Processing, Visualization and Transmission (3DPVT 2006), 14-16 June 2006, Chapel Hill, North Carolina, USA, pp. 1101-1107, 2006, IEEE Computer Society, 978-0-7695-2825-0. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
27 | Bhekisipho Twala, Michelle Cartwright, Martin J. Shepperd |
Comparison of various methods for handling incomplete data in software engineering databases. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ISESE ![In: 2005 International Symposium on Empirical Software Engineering (ISESE 2005), 17-18 November 2005, Noosa Heads, Australia, pp. 105-114, 2005, IEEE Computer Society, 0-7803-9507-7. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
27 | David Williams, Xuejun Liao, Ya Xue, Lawrence Carin |
Incomplete-data classification using logistic regression. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: Machine Learning, Proceedings of the Twenty-Second International Conference (ICML 2005), Bonn, Germany, August 7-11, 2005, pp. 972-979, 2005, ACM, 1-59593-180-5. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
27 | Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence Dooley |
Collateral Missing Value Estimation: Robust Missing Value Estimation for Consequent Microarray Data Processing. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Australian Conference on Artificial Intelligence ![In: AI 2005: Advances in Artificial Intelligence, 18th Australian Joint Conference on Artificial Intelligence, Sydney, Australia, December 5-9, 2005, Proceedings, pp. 274-283, 2005, Springer, 3-540-30462-2. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
27 | Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence Dooley |
K-Ranked Covariance Based Missing Values Estimation for Microarray Data Classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
HIS ![In: 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 5-8 December 2004, Kitakyushu, Japan, pp. 274-279, 2004, IEEE Computer Society, 0-7695-2291-2. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
27 | Karin Sahmer, Evelyne Vigneau, Mostafa El Qannari, Joachim Kunert |
Clustering of Variables with Missing Data: Application to Preference Studies. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GfKl ![In: Classification - the Ubiquitous Challenge, Proceedings of the 28th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Dortmund, March 9-11, 2004, pp. 208-215, 2004, Springer, 978-3-540-25677-9. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
27 | Qizhi Fang, Shanfeng Zhu, Mao-cheng Cai, Xiaotie Deng |
Membership for Core of LP Games and Other Games. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COCOON ![In: Computing and Combinatorics, 7th Annual International Conference, COCOON 2001, Guilin, China, August 20-23, 2001, Proceedings, pp. 247-256, 2001, Springer, 3-540-42494-6. The full citation details ...](Pics/full.jpeg) |
2001 |
DBLP DOI BibTeX RDF |
linear programming, NP-completeness, network flow, Steiner tree, core, cooperative game |
25 | |
Multiple Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Encyclopedia of Database Systems ![In: Encyclopedia of Database Systems, pp. 1843, 2009, Springer US, 978-0-387-35544-3. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
25 | |
Data Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Encyclopedia of Database Systems ![In: Encyclopedia of Database Systems, pp. 585, 2009, Springer US, 978-0-387-35544-3. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
25 | Hyun Min Kang, Noah Zaitlen, Buhm Han, Eleazar Eskin |
An Adaptive and Memory Efficient Algorithm for Genotype Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
RECOMB ![In: Research in Computational Molecular Biology, 13th Annual International Conference, RECOMB 2009, Tucson, AZ, USA, May 18-21, 2009. Proceedings, pp. 482-495, 2009, Springer, 978-3-642-02007-0. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
25 | Antti Sorjamaa, Francesco Corona, Yoan Miche, Paul Merlin, Bertrand Maillet, Eric Séverin, Amaury Lendasse |
Sparse Linear Combination of SOMs for Data Imputation: Application to Financial Database. ![Search on Bibsonomy](Pics/bibsonomy.png) |
WSOM ![In: Advances in Self-Organizing Maps, 7th International Workshop, WSOM 2009, St. Augustine, FL, USA, June 8-10, 2009. Proceedings, pp. 290-297, 2009, Springer, 978-3-642-02396-5. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
25 | Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence Dooley |
Gene Expression Imputation Techniques for Robust Post Genomic Knowledge Discovery. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Computational Intelligence in Medical Informatics ![In: Computational Intelligence in Medical Informatics, pp. 185-206, 2008, Springer, 978-3-540-75766-5. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
Microarray Gene Expression Data, Missing Values Estimaiton, Post Genomic Knowledge Discovery |
25 | Jianhua Wu, Qinbao Song, Junyi Shen |
Missing nominal data imputation using association rule based on weighted voting method. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCNN ![In: Proceedings of the International Joint Conference on Neural Networks, IJCNN 2008, part of the IEEE World Congress on Computational Intelligence, WCCI 2008, Hong Kong, China, June 1-6, 2008, pp. 1157-1162, 2008, IEEE, 978-1-4244-1820-6. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
25 | Pedro G. de Oliveira, André L. V. Coelho |
Genetic Versus Nearest-Neighbor Imputation of Missing Attribute Values for RBF Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICONIP (2) ![In: Advances in Neuro-Information Processing, 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part II, pp. 276-283, 2008, Springer, 978-3-642-03039-0. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
25 | Hidetomo Ichihashi, Katsuhiro Honda, Akira Notsu, Takafumi Yagi |
Fuzzy c-Means Classifier with Deterministic Initialization and Missing Value Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FOCI ![In: Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, FOCI 2007, part of the IEEE Symposium Series on Computational Intelligence 2007, Honolulu, Hawaii, USA, 1-5 April 2007, pp. 214-221, 2007, IEEE, 1-4244-0703-6. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
25 | Antonio D'Ambrosio, Massimo Aria, Roberta Siciliano |
Robust Tree-Based Incremental Imputation Method for Data Fusion. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IDA ![In: Advances in Intelligent Data Analysis VII, 7th International Symposium on Intelligent Data Analysis, IDA 2007, Ljubljana, Slovenia, September 6-8, 2007, Proceedings, pp. 174-183, 2007, Springer, 978-3-540-74824-3. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
25 | Daqian Gu, Yang Gao 0001 |
Incremental gradient descent imputation method for missing data in learning classifier systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO Workshops ![In: Genetic and Evolutionary Computation Conference, GECCO 2005, Workshop Proceedings, Washington DC, USA, June 25-26, 2005, pp. 72-73, 2005, ACM. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
InGrImputation method, missing data, LCS |
25 | Eduardo R. Hruschka, Estevam R. Hruschka Jr., Nelson F. F. Ebecken |
Towards Efficient Imputation by Nearest-Neighbors: A Clustering-Based Approach. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Australian Conference on Artificial Intelligence ![In: AI 2004: Advances in Artificial Intelligence, 17th Australian Joint Conference on Artificial Intelligence, Cairns, Australia, December 4-6, 2004, Proceedings, pp. 513-525, 2004, Springer, 3-540-24059-4. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
24 | Weibin Liao, Yinghao Zhu, Zixiang Wang, Xu Chu, Yasha Wang, Liantao Ma |
Learnable Prompt as Pseudo-Imputation: Reassessing the Necessity of Traditional EHR Data Imputation in Downstream Clinical Prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2401.16796, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
24 | Haozhe Li, Yilin Liao, Zijian Tian, Zhaoran Liu, Jiaqi Liu, Xinggao Liu |
Bidirectional Stackable Recurrent Generative Adversarial Imputation Network for Specific Emitter Missing Data Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Inf. Forensics Secur. ![In: IEEE Trans. Inf. Forensics Secur. 19, pp. 2967-2980, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
24 | Hongsen Ou, Yunan Yao, Yi He |
Missing Data Imputation Method Combining Random Forest and Generative Adversarial Imputation Network. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Sensors ![In: Sensors 24(4), pp. 1112, February 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
24 | Yuqing Zhang, Runtong Zhang, Butian Zhao |
A systematic review of generative adversarial imputation network in missing data imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neural Comput. Appl. ![In: Neural Comput. Appl. 35(27), pp. 19685-19705, September 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
24 | Thu Nguyen, Pål Halvorsen, Michael A. Riegler |
Imputation using training labels and classification via label imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2311.16877, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
24 | Benjamin D. Leiby, Darryl K. Ahner |
Multicollinearity applied stepwise stochastic imputation: a large dataset imputation through correlation-based regression. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Big Data ![In: J. Big Data 10(1), pp. 23, December 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
24 | Jinsheng Yang, Yuan-Hai Shao 0001, Chunna Li, Wensi Wang |
A multistage deep imputation framework for missing values large segment imputation with statistical metrics. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Appl. Soft Comput. ![In: Appl. Soft Comput. 146, pp. 110654, October 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
24 | Amrita Chattopadhyay, Chien-Yueh Lee, Ying-Cheng Shen, Kuan-Chen Lu, Tzu-Hung Hsiao, Ching-Heng Lin, Liang-Chuan Lai, Mong-Hsun Tsai, Tzu-Pin Lu, Eric Y. Chuang |
Multi-ethnic Imputation System (MI-System): A genotype imputation server for high-dimensional data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Biomed. Informatics ![In: J. Biomed. Informatics 143, pp. 104423, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
24 | Heru Nugroho, Nugraha Priya Utama, Kridanto Surendro |
kNN Imputation Versus Mean Imputation for Handling Missing Data on Vulnerability Index in Dealing with Covid-19 in Indonesia. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICSCA ![In: Proceedings of the 12th International Conference on Software and Computer Applications, ICSCA 2023, Kuantan, Malaysia, February 23-25, 2023, pp. 20-25, 2023, ACM, 978-1-4503-9858-9. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|