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Venues (Conferences, Journals, ...)
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GrowBag graphs for keyword ? (Num. hits/coverage)
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The graphs summarize 169 occurrences of 110 keywords
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Results
Found 2284 publication records. Showing 2284 according to the selection in the facets
Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
12 | Bhagyashri A. Kelkar |
Missing Data Imputation: A Survey. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Int. J. Decis. Support Syst. Technol. ![In: Int. J. Decis. Support Syst. Technol. 14(1), pp. 1-20, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Moritz Walter, Luke N. Allen, Antonio de la Vega de León, Samuel J. Webb, Valerie J. Gillet |
Analysis of the benefits of imputation models over traditional QSAR models for toxicity prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Cheminformatics ![In: J. Cheminformatics 14(1), pp. 32, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Chengsheng Mao, Liang Yao, Yuan Luo 0001 |
MedGCN: Medication recommendation and lab test imputation via graph convolutional networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Biomed. Informatics ![In: J. Biomed. Informatics 127, pp. 104000, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Sven Festag, Joachim Denzler, Cord Spreckelsen |
Generative adversarial networks for biomedical time series forecasting and imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Biomed. Informatics ![In: J. Biomed. Informatics 129, pp. 104058, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Yizhuo Wang, Christopher R. Flowers, Ziyi Li, Xuelin Huang |
CondiS: A conditional survival distribution-based method for censored data imputation overcoming the hurdle in machine learning-based survival analysis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Biomed. Informatics ![In: J. Biomed. Informatics 131, pp. 104117, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Daiwei Li, Haiqing Zhang, Tianrui Li 0001, Abdelaziz Bouras, Xi Yu, Tao Wang 0022 |
Hybrid Missing Value Imputation Algorithms Using Fuzzy C-Means and Vaguely Quantified Rough Set. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Fuzzy Syst. ![In: IEEE Trans. Fuzzy Syst. 30(5), pp. 1396-1408, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Wei Zhang, Zhaohong Deng, Te Zhang, Kup-Sze Choi, Jun Wang 0024, Shitong Wang 0001 |
Incomplete Multiple View Fuzzy Inference System With Missing View Imputation and Cooperative Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Fuzzy Syst. ![In: IEEE Trans. Fuzzy Syst. 30(8), pp. 3038-3051, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Yufan Qian, Limei Tian, Baichen Zhai, Shufan Zhang, Rui Wu 0002 |
Informer-WGAN: High Missing Rate Time Series Imputation Based on Adversarial Training and a Self-Attention Mechanism. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Algorithms ![In: Algorithms 15(7), pp. 252, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Halimu N. Haliduola, Frank Bretz, Ulrich Mansmann |
Missing data imputation using utility-based regression and sampling approaches. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Comput. Methods Programs Biomed. ![In: Comput. Methods Programs Biomed. 226, pp. 107172, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Jinshi Yu, Tao Zou 0001, Guoxu Zhou |
Online subspace learning and imputation by Tensor-Ring decomposition. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neural Networks ![In: Neural Networks 153, pp. 314-324, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Ngoc-Huynh Ho, Hyung-Jeong Yang, Jahae Kim, Duy-Phuong Dao, Hyuk-Ro Park, Sudarshan Pant |
Predicting progression of Alzheimer's disease using forward-to-backward bi-directional network with integrative imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neural Networks ![In: Neural Networks 150, pp. 422-439, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Hao Cheng |
Efficient importance sampling imputation algorithms for quantile and composite quantile regression. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Stat. Anal. Data Min. ![In: Stat. Anal. Data Min. 15(3), pp. 339-356, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Zoujing Yao, Chunhui Zhao 0001 |
FIGAN: A Missing Industrial Data Imputation Method Customized for Soft Sensor Application. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans Autom. Sci. Eng. ![In: IEEE Trans Autom. Sci. Eng. 19(4), pp. 3712-3722, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Youngseob Eum, Eun-Hye Enki Yoo |
Imputation of missing time-activity data with long-term gaps: A multi-scale residual CNN-LSTM network model. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Comput. Environ. Urban Syst. ![In: Comput. Environ. Urban Syst. 95, pp. 101823, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | |
Missing data imputation over academic records of electrical engineering students. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Log. J. IGPL ![In: Log. J. IGPL 30(5), pp. 907, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Shaogao Lv, Linsen Wei, Qian Zhang, Bin Liu, Zenglin Xu |
Improved Inference for Imputation-Based Semisupervised Learning Under Misspecified Setting. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Neural Networks Learn. Syst. ![In: IEEE Trans. Neural Networks Learn. Syst. 33(11), pp. 6346-6359, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Luqin Gan, Giuseppe Vinci, Genevera I. Allen |
Correlation Imputation for Single-Cell RNA-seq. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Comput. Biol. ![In: J. Comput. Biol. 29(5), pp. 465-482, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Sazan Mahbub, Shashata Sawmya, Arpita Saha, Rezwana Reaz, M. Sohel Rahman, Md. Shamsuzzoha Bayzid |
Quartet Based Gene Tree Imputation Using Deep Learning Improves Phylogenomic Analyses Despite Missing Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Comput. Biol. ![In: J. Comput. Biol. 29(11), pp. 1156-1172, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Mengqiu Zhu, Yinglei Lai |
Improvements Achieved by Multiple Imputation for Single-Cell RNA-Seq Data in Clustering Analysis and Differential Expression Analysis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Comput. Biol. ![In: J. Comput. Biol. 29(7), pp. 634-649, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Ruimin Wang, Zhenghui Zhang, Qiankun Wang, Jianzhi Sun |
TLGRU: time and location gated recurrent unit for multivariate time series imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EURASIP J. Adv. Signal Process. ![In: EURASIP J. Adv. Signal Process. 2022(1), pp. 74, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Konstantinos Slavakis, Gaurav N. Shetty |
Kernel Regression Imputation in Manifolds: Videos of dMRI data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
|
2022 |
DOI RDF |
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12 | Natalya Shakhovska, Nataliia Melnykova |
Feature Engineering and Missing Data Imputation Method of Medical Data Analysis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CMIS ![In: Proceedings of The Fifth International Workshop on Computer Modeling and Intelligent Systems (CMIS-2022), Zaporizhzhia, Ukraine, May 12, 2022., pp. 48-57, 2022, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
|
12 | Alba Gómez-Valadés Batanero, Mariano Rincón-Zamorano, Rafael Martínez-Tomás, Juan Guerrero Martín |
Evaluating Imputation Methods for Missing Data in a MCI Dataset. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWINAC (1) ![In: Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications - 9th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, May 31 - June 3, 2022, Proceedings, Part I, pp. 446-454, 2022, Springer, 978-3-031-06241-4. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Jianming Yang, Xiaochen Lai, Liyong Zhang |
Multivariate Time Series Imputation Based on Residual GRU and AANN. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICCDA ![In: ICCDA 2022: The 6th International Conference on Compute and Data Analysis, Virtual Event / Shanghai, China, February 25 - 27, 2022, pp. 49-52, 2022, ACM, 978-1-4503-9547-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Nur Aliaa Dalila A. Muhaime, Muhammad Amirul Arifin, Shuhaida Ismail, Shazlyn Milleana Shaharuddin |
Comparative Performance of Various Imputation Methods for River Flow Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SCDM ![In: Recent Advances in Soft Computing and Data Mining - Proceedings of the Fifth International Conference on Soft Computing and Data Mining (SCDM 2022), May 30-31, 2022, Virtual Event., pp. 111-120, 2022, Springer, 978-3-031-00827-6. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Indraneil Paul, Sumit Negi |
Sub-Task Imputation via Self-Labelling to Train Image Moderation Models on Sparse Noisy Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CIKM ![In: Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022, pp. 3461-3471, 2022, ACM, 978-1-4503-9236-5. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Meihui Shi, Derong Shen, Yue Kou, Tiezheng Nie, Ge Yu 0001 |
Multi-task Generative Adversarial Network for Missing Mobility Data Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CIKM ![In: Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022, pp. 4480-4484, 2022, ACM, 978-1-4503-9236-5. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Qianxiong Xu, Sijie Ruan, Cheng Long, Liang Yu, Chen Zhang |
Traffic Speed Imputation with Spatio-Temporal Attentions and Cycle-Perceptual Training. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CIKM ![In: Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022, pp. 2280-2289, 2022, ACM, 978-1-4503-9236-5. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Sunghyun Hwang, Dong-Kyu Chae |
An Uncertainty-Aware Imputation Framework for Alleviating the Sparsity Problem in Collaborative Filtering. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CIKM ![In: Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022, pp. 802-811, 2022, ACM, 978-1-4503-9236-5. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Soumen Pachal, Avinash Achar |
Sequence Prediction under Missing Data: An RNN Approach without Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CIKM ![In: Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022, pp. 1605-1614, 2022, ACM, 978-1-4503-9236-5. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Senzhang Wang, Jiyue Li, Hao Miao 0001, Junbo Zhang, Junxing Zhu, Jianxin Wang 0001 |
Generative-Free Urban Flow Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CIKM ![In: Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022, pp. 2028-2037, 2022, ACM, 978-1-4503-9236-5. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Bargav Jayaraman, David Evans 0001 |
Are Attribute Inference Attacks Just Imputation? ![Search on Bibsonomy](Pics/bibsonomy.png) |
CCS ![In: Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, CCS 2022, Los Angeles, CA, USA, November 7-11, 2022, pp. 1569-1582, 2022, ACM, 978-1-4503-9450-5. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Jingci Ming, Le Zhang 0010, Wei Fan 0010, Weijia Zhang 0003, Yu Mei, Weicen Ling, Hui Xiong 0001 |
Multi-Graph Convolutional Recurrent Network for Fine-Grained Lane-Level Traffic Flow Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICDM ![In: IEEE International Conference on Data Mining, ICDM 2022, Orlando, FL, USA, November 28 - Dec. 1, 2022, pp. 348-357, 2022, IEEE, 978-1-6654-5099-7. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Shaira Tabassum, Nuren Abedin, Rafiqul Islam Maruf, Mostafa Taufiq Ahmed, Ashir Ahmed |
Improving Health Status Prediction by Applying Appropriate Missing Value Imputation Technique. ![Search on Bibsonomy](Pics/bibsonomy.png) |
LifeTech ![In: 4th IEEE Global Conference on Life Sciences and Technologies, LifeTech 2022, Osaka, Japan, March 7-9, 2022, pp. 345-348, 2022, IEEE, 978-1-6654-1904-8. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Ulzee An, Na Cai, Andy Dahl, Sriram Sankararaman |
AutoComplete: Deep Learning-Based Phenotype Imputation for Large-Scale Biomedical Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
RECOMB ![In: Research in Computational Molecular Biology - 26th Annual International Conference, RECOMB 2022, San Diego, CA, USA, May 22-25, 2022, Proceedings, pp. 385-386, 2022, Springer, 978-3-031-04748-0. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Sazan Mahbub, Shashata Sawmya, Arpita Saha, Rezwana Reaz, M. Sohel Rahman, Md. Shamsuzzoha Bayzid |
QT-GILD: Quartet Based Gene Tree Imputation Using Deep Learning Improves Phylogenomic Analyses Despite Missing Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
RECOMB ![In: Research in Computational Molecular Biology - 26th Annual International Conference, RECOMB 2022, San Diego, CA, USA, May 22-25, 2022, Proceedings, pp. 159-176, 2022, Springer, 978-3-031-04748-0. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Robin Fuchs, Denys Pommeret, Samuel Stocksieker |
MI2AMI: Missing Data Imputation Using Mixed Deep Gaussian Mixture Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
LOD (1) ![In: Machine Learning, Optimization, and Data Science - 8th International Workshop, LOD 2022, Certosa di Pontignano, Italy, September 19-22, 2022, Revised Selected Papers, Part I, pp. 211-222, 2022, Springer, 978-3-031-25598-4. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Hong-Lan Botterman, Julien Roussel, Thomas Morzadec, Ali Jabbari, Nicolas J.-B. Brunel |
Robust PCA for Anomaly Detection and Data Imputation in Seasonal Time Series. ![Search on Bibsonomy](Pics/bibsonomy.png) |
LOD (2) ![In: Machine Learning, Optimization, and Data Science - 8th International Workshop, LOD 2022, Certosa di Pontignano, Italy, September 19-22, 2022, Revised Selected Papers, Part II, pp. 281-295, 2022, Springer, 978-3-031-25890-9. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Daniel Asfaw, Ivan Jordanov, Lawrence Impey, Ana I. L. Namburete, Raymond Lee, Antoniya Georgieva |
Fetal Heart Rate Classification with Convolutional Neural Networks and the Effect of Gap Imputation on Their Performance. ![Search on Bibsonomy](Pics/bibsonomy.png) |
LOD (1) ![In: Machine Learning, Optimization, and Data Science - 8th International Workshop, LOD 2022, Certosa di Pontignano, Italy, September 19-22, 2022, Revised Selected Papers, Part I, pp. 459-469, 2022, Springer, 978-3-031-25598-4. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Yifan Zhao, Xian Yang, Ranga Raju Vatsavai |
Multi-stream Deep Residual Network for Cloud Imputation Using Multi-resolution Remote Sensing Imagery. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICMLA ![In: 21st IEEE International Conference on Machine Learning and Applications, ICMLA 2022, Nassau, Bahamas, December 12-14, 2022, pp. 97-104, 2022, IEEE, 978-1-6654-6283-9. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Cao Truong Tran |
Improving the performance of imputation methods for gene expression classification using feature selection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
RIVF ![In: RIVF International Conference on Computing and Communication Technologies, RIVF 2022, Ho Chi Minh City, Vietnam, December 20-22, 2022, pp. 334-339, 2022, IEEE, 978-1-6654-6166-5. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Dina Hussein, Aaryan Jain, Ganapati Bhat |
Robust Human Activity Recognition Using Generative Adversarial Imputation Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
DATE ![In: 2022 Design, Automation & Test in Europe Conference & Exhibition, DATE 2022, Antwerp, Belgium, March 14-23, 2022, pp. 84-87, 2022, IEEE, 978-3-9819263-6-1. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Josep Pascual-Pañach, Miquel Sànchez-Marrè, Miquel Àngel Cugueró-Escofet |
Optimizing Online Time-Series Data Imputation Through Case-Based Reasoning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CCIA ![In: Artificial Intelligence Research and Development - Proceedings of the 24th International Conference of the Catalan Association for Artificial Intelligence, CCIA 2022, Sitges, Spain, 19-21 October 2022., pp. 87-90, 2022, IOS Press, 978-1-64368-326-3. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Yuzhou Nie, Chengyue Huang, Hailun Liang, Hongteng Xu |
Adversarial and Implicit Modality Imputation with Applications to Depression Early Detection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CICAI (2) ![In: Artificial Intelligence - Second CAAI International Conference, CICAI 2022, Beijing, China, August 27-28, 2022, Revised Selected Papers, Part II, pp. 230-241, 2022, Springer, 978-3-031-20499-9. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Ying Liu 0015, Yunchong Li, Long Chen, Jun Zhao 0004, Wei Wang 0036 |
Multiple imputation based on Bayesian principal component analysis and bootstrap. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ASCC ![In: 13th Asian Control Conference, ASCC 2022, Jeju, Korea, May 4-7, 2022, pp. 817-822, 2022, IEEE, 978-89-93215-23-6. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Yongsheng Wang, Hao Xu, Zhiwei Xu, Jing Gao 0006, Yuhao Wu, Zhe Zhang |
Multivariate Time Series Imputation Based on Masked Autoencoding with Transformer. ![Search on Bibsonomy](Pics/bibsonomy.png) |
HPCC/DSS/SmartCity/DependSys ![In: 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application, HPCC/DSS/SmartCity/DependSys 2022, Hainan, China, December 18-20, 2022, pp. 2110-2117, 2022, IEEE, 979-8-3503-1993-4. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Zepeng Huo, Taowei Ji, Yifei Liang, Shuai Huang 0001, Zhangyang Wang, Xiaoning Qian, Bobak Mortazavi |
Dynimp: Dynamic Imputation for Wearable Sensing Data through Sensory and Temporal Relatedness. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICASSP ![In: IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022, pp. 3988-3992, 2022, IEEE, 978-1-6654-0541-6. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Yang Guo, Jeanette Wen Jun Poh, Cheryl Sze Yin Wong, Savitha Ramasamy |
Bayesian Continual Imputation and Prediction For Irregularly Sampled Time Series Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICASSP ![In: IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022, pp. 4493-4497, 2022, IEEE, 978-1-6654-0541-6. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Wei Wang 0250, Yimeng Chai, Yue Li 0013 |
A Global to Local Guiding Network for Missing Data Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICASSP ![In: IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022, pp. 4058-4062, 2022, IEEE, 978-1-6654-0541-6. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Aliki Stefanopoulou, Iakovos T. Michailidis, Asimina Dimara, Stelios Krinidis, Elias B. Kosmatopoulos, Christos-Nikolaos Anagnostopoulos, Dimitrios Tzovaras |
Performance Meta-analysis for Big-Data Univariate Auto-Imputation in the Building Sector. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AIAI Workshops ![In: Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops - MHDW 2022, 5G-PINE 2022, AIBMG 2022, ML@HC 2022, and AIBEI 2022, Hersonissos, Crete, Greece, June 17-20, 2022, Proceedings, pp. 276-288, 2022, Springer, 978-3-031-08340-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Vasileios C. Pezoulas, Nikolaos S. Tachos, Iacopo Olivotto, Fausto Barlocco, Dimitrios I. Fotiadis |
A "smart" Imputation Approach for Effective Quality Control Across Complex Clinical Data Structures. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EMBC ![In: 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2022, Glasgow, Scotland, United Kingdom, July 11-15, 2022, pp. 1049-1052, 2022, IEEE, 978-1-7281-2782-8. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Zongyu Dai, Zhiqi Bu, Qi Long |
Multiple Imputation with Neural Network Gaussian Process for High-dimensional Incomplete Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ACML ![In: Asian Conference on Machine Learning, ACML 2022, 12-14 December 2022, Hyderabad, India., pp. 265-279, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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12 | Yilin Yin, Chun-An Chou |
An Enhanced Imputation Approach for Spatio-Temporal Clinical Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CASE ![In: 18th IEEE International Conference on Automation Science and Engineering, CASE 2022, Mexico City, Mexico, August 20-24, 2022, pp. 813-818, 2022, IEEE, 978-1-6654-9042-9. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Haewon Jeong, Hao Wang 0063, Flávio P. Calmon |
Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI ![In: Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 - March 1, 2022, pp. 9558-9566, 2022, AAAI Press, 978-1-57735-876-3. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Yuxuan Zhao, Eric Landgrebe, Eliot Shekhtman, Madeleine Udell |
Online Missing Value Imputation and Change Point Detection with the Gaussian Copula. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI ![In: Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 - March 1, 2022, pp. 9199-9207, 2022, AAAI Press, 978-1-57735-876-3. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Jicong Fan |
Dynamic Nonlinear Matrix Completion for Time-Varying Data Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI ![In: Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 - March 1, 2022, pp. 6587-6596, 2022, AAAI Press, 978-1-57735-876-3. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Mohamed M. Elshrif, Keivin Isufaj, Mohamed F. Mokbel |
Network-less trajectory imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SIGSPATIAL/GIS ![In: Proceedings of the 30th International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2022, Seattle, Washington, November 1-4, 2022, pp. 8:1-8:10, 2022, ACM, 978-1-4503-9529-8. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Carlos Enrique Muñiz-Cuza, Nguyen Ho, Eleni Tzirita Zacharatou, Torben Bach Pedersen, Bin Yang 0002 |
Spatio-temporal graph convolutional network for stochastic traffic speed imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SIGSPATIAL/GIS ![In: Proceedings of the 30th International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2022, Seattle, Washington, November 1-4, 2022, pp. 14:1-14:12, 2022, ACM, 978-1-4503-9529-8. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Longji Huang, Jianbin Huang, He Li 0006 |
Long-term multi-dimensional spatial-temporal graph convolution for urban sensors imputation and augmentation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SIGSPATIAL/GIS ![In: Proceedings of the 30th International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2022, Seattle, Washington, November 1-4, 2022, pp. 74:1-74:4, 2022, ACM, 978-1-4503-9529-8. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Yangyang Wu, Xiaoye Miao, Yuchen Peng, Lu Chen 0001, Yunjun Gao, Jianwei Yin |
An Interactive Data Imputation System. ![Search on Bibsonomy](Pics/bibsonomy.png) |
DASFAA (3) ![In: Database Systems for Advanced Applications - 27th International Conference, DASFAA 2022, Virtual Event, April 11-14, 2022, Proceedings, Part III, pp. 495-499, 2022, Springer, 978-3-031-00128-4. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Bernardo Breve, Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese |
Imputation of Missing Values through Profiling Metadata. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SEBD ![In: Proceedings of the 30th Italian Symposium on Advanced Database Systems, SEBD 2022, Tirrenia (PI), Italy, June 19-22, 2022., pp. 141-148, 2022, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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12 | Jing Bi, Zichao Wang 0004, Haitao Yuan 0001, Kun Ni, Junfei Qiao 0001 |
Multi-indicator Water Time Series Imputation with Autoregressive Generative Adversarial Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SMC ![In: IEEE International Conference on Systems, Man, and Cybernetics, SMC 2022, Prague, Czech Republic, October 9-12, 2022, pp. 2003-2008, 2022, IEEE, 978-1-6654-5258-8. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Nishkal Hundia, Naveed Kabir, Sweksha Mehta, Abhay Pokhriyal, Zhuo En Chua, Arjun Rajaram, Michael Lutz, Amisha Kumar |
Genotype Imputation Using K-Nearest Neighbors and Levenshtein Distance Metric. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICTC ![In: 13th International Conference on Information and Communication Technology Convergence, ICTC 2022, Jeju Island, Korea, Republic of, October 19-21, 2022, pp. 272-277, 2022, IEEE, 978-1-6654-9939-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | JeeSook Eun, Se-Han Kim |
The Pattern Analysis-based Data Imputation Method for Data Table. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICTC ![In: 13th International Conference on Information and Communication Technology Convergence, ICTC 2022, Jeju Island, Korea, Republic of, October 19-21, 2022, pp. 1926-1928, 2022, IEEE, 978-1-6654-9939-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Esteban Segarra Martinez, Stephen V. Maldonado, Annie S. Wu, Ryan P. McMahan, Xinliang Liu, Blake Oakley |
Effects of imputation strategy on genetic algorithms and neural networks on a binary classification problem. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9 - 13, 2022, pp. 1272-1280, 2022, ACM, 978-1-4503-9237-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Yun-Ting Kuo, Shih-Hung Yang, Chin-Yu Chou, Hao-Cheng Chang, Kuan-Yu Chen, You-Yin Chen |
Improvement of stability in long-term motor decoding forelimb movement with a sequence imputation of temporal-based spike patterns. ![Search on Bibsonomy](Pics/bibsonomy.png) |
BioCAS ![In: IEEE Biomedical Circuits and Systems Conference, BioCAS 2022, Taipei, Taiwan, October 13-15, 2022, pp. 625-629, 2022, IEEE, 978-1-6654-6917-3. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Chandler Squires, Dennis Shen, Anish Agarwal, Devavrat Shah, Caroline Uhler |
Causal Imputation via Synthetic Interventions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CLeaR ![In: 1st Conference on Causal Learning and Reasoning, CLeaR 2022, Sequoia Conference Center, Eureka, CA, USA, 11-13 April, 2022, pp. 688-711, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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12 | Li Jiang 0008, Ting Zhang, Qiruyi Zuo, Chenyu Tian, George P. Chan, Wai Kin Victor Chan |
A Deep Learning Framework for Traffic Data Imputation Considering Spatiotemporal Dependencies. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICITE ![In: 7th IEEE International Conference on Intelligent Transportation Engineering, ICITE 2022, Beijing, China, November 11-13, 2022, pp. 14-19, 2022, IEEE, 978-1-6654-6007-1. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Alexander A. Khrulkov, Margarita E. Mishina, Sergey A. Mityagin |
Approach to Imputation Multivariate Missing Data of Urban Buildings by Chained Equations Based on Geospatial Information. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICCS (3) ![In: Computational Science - ICCS 2022 - 22nd International Conference, London, UK, June 21-23, 2022, Proceedings, Part III, pp. 234-247, 2022, Springer, 978-3-031-08756-1. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Michael Behringer, Manuel Fritz, Holger Schwarz, Bernhard Mitschang |
DATA-IMP: An Interactive Approach to Specify Data Imputation Transformations on Large Datasets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoopIS ![In: Cooperative Information Systems - 28th International Conference, CoopIS 2022, Bozen-Bolzano, Italy, October 4-7, 2022, Proceedings, pp. 55-74, 2022, Springer, 978-3-031-17833-7. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Xiaohu Zhao, Kebin Jia, Benjamin H. Letcher, Jennifer H. Fair, Yiqun Xie, Xiaowei Jia |
VIMTS: Variational-based Imputation for Multi-modal Time Series. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Big Data ![In: IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022, pp. 349-358, 2022, IEEE, 978-1-6654-8045-1. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Haris Mansoor, Sarwan Ali, Shafiq Alam, Muhammad Asad Khan, Umair ul Hassan, Imdadullah Khan |
Impact Of Missing Data Imputation On The Fairness And Accuracy Of Graph Node Classifiers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Big Data ![In: IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022, pp. 5988-5997, 2022, IEEE, 978-1-6654-8045-1. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Konstantinos Psychogyios, Loukas Ilias, Dimitris Askounis |
Comparison of Missing Data Imputation Methods using the Framingham Heart study dataset. ![Search on Bibsonomy](Pics/bibsonomy.png) |
BHI ![In: IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2022, Ioannina, Greece, September 27-30, 2022, pp. 1-5, 2022, IEEE, 978-1-6654-8791-7. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Hao Gao, Runzhi Li, Jing Wang 0080, Hongling Zhao, Siyu Yan, Lihong Ma 0004 |
Research on Bidirectional Recurrent Imputation of Multivariate Time Series for Clinical Outcomes Prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
BIBM ![In: IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022, Las Vegas, NV, USA, December 6-8, 2022, pp. 954-960, 2022, IEEE, 978-1-6654-6819-0. The full citation details ...](Pics/full.jpeg) |
2022 |
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12 | Siqi Chen, Ruiqing Zheng, Luyi Tian, Fang-Xiang Wu, Min Li 0007 |
BayesImpute: a Bayesian imputation method for single-cell RNA-seq data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
BIBM ![In: IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022, Las Vegas, NV, USA, December 6-8, 2022, pp. 194-199, 2022, IEEE, 978-1-6654-6819-0. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Zehao Xiong, Xiangtao Chen, Jiawei Luo 0001, Cong Shen 0002, Zhongyuan Xu |
scSAGAN: A scRNA-seq data imputation method based on Semi-Supervised Learning and Probabilistic Latent Semantic Analysis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
BIBM ![In: IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022, Las Vegas, NV, USA, December 6-8, 2022, pp. 178-181, 2022, IEEE, 978-1-6654-6819-0. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Wei Lan, Jin Ye, Xun Sun, Xiaoshu Zhu, Qingfeng Chen, Yi Pan 0001 |
scIAC: clustering scATAC-seq data based on Student's t-distribution similarity imputation and denoising autoencoder. ![Search on Bibsonomy](Pics/bibsonomy.png) |
BIBM ![In: IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022, Las Vegas, NV, USA, December 6-8, 2022, pp. 206-211, 2022, IEEE, 978-1-6654-6819-0. The full citation details ...](Pics/full.jpeg) |
2022 |
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12 | Sena Kalay, Eyüp Çinar, Inci Sariçiçek |
A Comparison of Data Imputation Methods Utilizing Machine Learning for a New IoT System Platform. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoDIT ![In: 8th International Conference on Control, Decision and Information Technologies, CoDIT 2022, Istanbul, Turkey, May 17-20, 2022, pp. 69-74, 2022, IEEE, 978-1-6654-9607-0. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Maxwell A. Xu, Alexander Moreno, Supriya Nagesh, Varol Burak Aydemir, David W. Wetter, Santosh Kumar 0001, James M. Rehg |
PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022., 2022, 9781713871088. The full citation details ...](Pics/full.jpeg) |
2022 |
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12 | Yuxuan Zhao, Alex Townsend, Madeleine Udell |
Probabilistic Missing Value Imputation for Mixed Categorical and Ordered Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022., 2022, 9781713871088. The full citation details ...](Pics/full.jpeg) |
2022 |
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12 | Pablo Morales-Alvarez, Wenbo Gong 0001, Angus Lamb, Simon Woodhead 0002, Simon Peyton Jones, Nick Pawlowski, Miltiadis Allamanis, Cheng Zhang 0005 |
Simultaneous Missing Value Imputation and Structure Learning with Groups. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022., 2022, 9781713871088. The full citation details ...](Pics/full.jpeg) |
2022 |
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12 | Arjun Subramonian, Kai-Wei Chang, Yizhou Sun |
On the Discrimination Risk of Mean Aggregation Feature Imputation in Graphs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022., 2022, 9781713871088. The full citation details ...](Pics/full.jpeg) |
2022 |
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12 | Ignacio Peis, Chao Ma 0019, José Miguel Hernández-Lobato |
Missing Data Imputation and Acquisition with Deep Hierarchical Models and Hamiltonian Monte Carlo. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022., 2022, 9781713871088. The full citation details ...](Pics/full.jpeg) |
2022 |
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12 | Weiqiang Chen, Jianlong Zhao, Wenwen Wang, Huijun Dai |
Towards missing traffic data imputation using attention-based temporal convolutional networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ITSC ![In: 25th IEEE International Conference on Intelligent Transportation Systems, ITSC 2022, Macau, China, October 8-12, 2022, pp. 3733-3739, 2022, IEEE, 978-1-6654-6880-0. The full citation details ...](Pics/full.jpeg) |
2022 |
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12 | Sophie Peacock, Etai Jacob, Nikolay Burlutskiy |
Coupling Deep Imputation with Multitask Learning for Downstream Tasks on Omics Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCNN ![In: International Joint Conference on Neural Networks, IJCNN 2022, Padua, Italy, July 18-23, 2022, pp. 1-10, 2022, IEEE, 978-1-7281-8671-9. The full citation details ...](Pics/full.jpeg) |
2022 |
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12 | Bo Li, Yuliang Shi, Lin Cheng, Zhongmin Yan, Xinjun Wang, Hui Li 0048 |
MTSSP: Missing Value Imputation in Multivariate Time Series for Survival Prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCNN ![In: International Joint Conference on Neural Networks, IJCNN 2022, Padua, Italy, July 18-23, 2022, pp. 1-8, 2022, IEEE, 978-1-7281-8671-9. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Onatkut Dagtekin, Nina Dethlefs |
Imputation of Partially Observed Water Quality Data Using Self-Attention LSTM. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCNN ![In: International Joint Conference on Neural Networks, IJCNN 2022, Padua, Italy, July 18-23, 2022, pp. 1-8, 2022, IEEE, 978-1-7281-8671-9. The full citation details ...](Pics/full.jpeg) |
2022 |
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12 | Fei Luo, Hangwei Qian, Di Wang 0004, Xu Guo 0002, Yan Sun, Eng Sing Lee, Hui Hwang Teong, Ray Tian Rui Lai, Chunyan Miao |
Missing Value Imputation for Diabetes Prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCNN ![In: International Joint Conference on Neural Networks, IJCNN 2022, Padua, Italy, July 18-23, 2022, pp. 1-8, 2022, IEEE, 978-1-7281-8671-9. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Vincent Jeanselme, Maria De-Arteaga, Zhe Zhang, Jessica K. Barrett, Brian D. M. Tom |
Imputation Strategies Under Clinical Presence: Impact on Algorithmic Fairness. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ML4H@NeurIPS ![In: Machine Learning for Health, ML4H 2022, 28 November 2022, New Orleans, Lousiana, USA & Virtual., pp. 12-34, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
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12 | Yuzhao Yang, Jérôme Darmont, Franck Ravat, Olivier Teste |
Dimensional Data KNN-Based Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ADBIS ![In: Advances in Databases and Information Systems - 26th European Conference, ADBIS 2022, Turin, Italy, September 5-8, 2022, Proceedings, pp. 315-329, 2022, Springer, 978-3-031-15739-4. The full citation details ...](Pics/full.jpeg) |
2022 |
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12 | Cristian Fernando Toro Beltran, Erick Daniel Villarreal Ibañez, Vivian Milen Orejuela, John Anderson García Henao |
A Machine Learning-Based Missing Data Imputation with FHIR Interoperability Approach in Sepsis Prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CARLA ![In: High Performance Computing - 9th Latin American Conference, CARLA 2022, Porto Alegre, Brazil, September 26-30, 2022, Revised Selected Papers, pp. 116-130, 2022, Springer, 978-3-031-23820-8. The full citation details ...](Pics/full.jpeg) |
2022 |
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12 | Yanzhuo Lin, Yu Wang |
Multivariate Time Series Imputation with Bidirectional Temporal Attention-Based Convolutional Network. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NCAA (2) ![In: Neural Computing for Advanced Applications - Third International Conference, NCAA 2022, Jinan, China, July 8-10, 2022, Proceedings, Part II, pp. 494-508, 2022, Springer, 978-981-19-6134-2. The full citation details ...](Pics/full.jpeg) |
2022 |
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12 | Luca Sartore, Claire G. Boryan, Patrick Willis |
Developing Entropies of Predictive Cropland Data Layers for Crop Survey Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IGARSS ![In: IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2022, Kuala Lumpur, Malaysia, July 17-22, 2022, pp. 1404-1407, 2022, IEEE, 978-1-6654-2792-0. The full citation details ...](Pics/full.jpeg) |
2022 |
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12 | Andrea Cini, Ivan Marisca, Cesare Alippi |
Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICLR ![In: The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022, 2022, OpenReview.net. The full citation details ...](Pics/full.jpeg) |
2022 |
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12 | Savong Bou, Toshiyuki Amagasa, Hiroyuki Kitagawa, Salman Ahmed Shaikh, Akiyoshi Matono |
PR-MVI: Efficient Missing Value Imputation over Data Streams by Distance Likelihood. ![Search on Bibsonomy](Pics/bibsonomy.png) |
iiWAS ![In: Information Integration and Web Intelligence - 24th International Conference, iiWAS 2022, Virtual Event, November 28-30, 2022, Proceedings, pp. 338-351, 2022, Springer, 978-3-031-21046-4. The full citation details ...](Pics/full.jpeg) |
2022 |
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12 | Daniel Jarrett, Bogdan Cebere, Tennison Liu, Alicia Curth, Mihaela van der Schaar |
HyperImpute: Generalized Iterative Imputation with Automatic Model Selection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA., pp. 9916-9937, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
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12 | Wenxuan Tu, Sihang Zhou 0001, Xinwang Liu 0002, Yue Liu 0008, Zhiping Cai, En Zhu, Changwang Zhang, Jieren Cheng |
Initializing Then Refining: A Simple Graph Attribute Imputation Network. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCAI ![In: Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, Vienna, Austria, 23-29 July 2022., pp. 3494-3500, 2022, ijcai.org. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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12 | Alexandros Gkillas, Aris S. Lalos |
Missing Data Imputation for Multivariate Time series in Industrial IoT: A Federated Learning Approach. ![Search on Bibsonomy](Pics/bibsonomy.png) |
INDIN ![In: 20th IEEE International Conference on Industrial Informatics, INDIN 2022, Perth, Australia, July 25-28, 2022, pp. 87-94, 2022, IEEE, 978-1-7281-7568-3. The full citation details ...](Pics/full.jpeg) |
2022 |
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12 | Guojiang Shen, Nali Liu, Yinghui Liu, Wenfeng Zhou, Xiangjie Kong 0001 |
Traffic Flow Imputation Based on Multi-Perspective Spatiotemporal Generative Adversarial Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CECNet ![In: Proceedings of CECNet 2022 - The 12th International Conference on Electronics, Communications and Networks (CECNet 2022), 4-7 November 2022, Virtual Event / Xiamen, China, pp. 62-73, 2022, IOS Press, 978-1-64368-368-3. The full citation details ...](Pics/full.jpeg) |
2022 |
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12 | Didem Kochan, Zheng Zhang 0005, Xiu Yang |
A Quantum-Inspired Hamiltonian Monte Carlo Method for Missing Data Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MSML ![In: Mathematical and Scientific Machine Learning, 15-17 August 2022, Peking University, Beijing, China, pp. 17-32, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
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