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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 | Yanyong Huang, Zongxin Shen, Tianrui Li 0001, Fengmao Lv |
Unified View Imputation and Feature Selection Learning for Incomplete Multi-view Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2401.10549, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Xiaoyu Li, Wenwen Min, Shunfang Wang, Changmiao Wang, Taosheng Xu |
stMCDI: Masked Conditional Diffusion Model with Graph Neural Network for Spatial Transcriptomics Data Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2403.10863, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Alvaro Ribot, Chandler Squires, Caroline Uhler |
Causal Imputation for Counterfactual SCMs: Bridging Graphs and Latent Factor Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2402.14777, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Baoyu Jing, Dawei Zhou 0003, Kan Ren, Carl Yang 0001 |
CASPER: Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2403.11960, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Yoshitaka Inoue |
scVGAE: A Novel Approach using ZINB-Based Variational Graph Autoencoder for Single-Cell RNA-Seq Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2403.08959, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | DengYu Shi |
Non-Intrusive Load Monitoring with Missing Data Imputation Based on Tensor Decomposition. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2403.07012, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Yizhu Wen, Kai Yi, Jing Ke, Yiqing Shen 0003 |
DiffImpute: Tabular Data Imputation With Denoising Diffusion Probabilistic Model. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2403.13863, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Zhihao Yu, Xu Chu, Liantao Ma, Yasha Wang, Wenwu Zhu 0001 |
Imputation with Inter-Series Information from Prototypes for Irregular Sampled Time Series. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2401.07249, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Luke Oluwaseye Joel, Wesley Doorsamy, Babu Sena Paul |
On the Performance of Imputation Techniques for Missing Values on Healthcare Datasets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2403.14687, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Duc Thien Nguyen, Konstantinos Slavakis |
Multilinear Kernel Regression and Imputation via Manifold Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2402.03648, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Jun Wang, Wenjie Du, Wei Cao, Keli Zhang, Wenjia Wang, Yuxuan Liang, Qingsong Wen |
Deep Learning for Multivariate Time Series Imputation: A Survey. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2402.04059, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Debarati Chakraborty, Ravi Ranjan |
Missing Data Imputation With Granular Semantics and AI-driven Pipeline for Bankruptcy Prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2404.00013, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Minghui Chen, Zichao Meng, Yanping Liu, Longbo Luo, Ye Guo, Kang Wang |
Nonparametric End-to-End Probabilistic Forecasting of Distributed Generation Outputs Considering Missing Data Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2404.00729, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Yakun Chen, Kaize Shi, Zhangkai Wu, Juan Chen, Xianzhi Wang 0001, Julian J. McAuley, Guandong Xu 0001, Shui Yu |
A Temporally Disentangled Contrastive Diffusion Model for Spatiotemporal Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2402.11558, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Joseph Agyapong Mensah, Ezekiel N. N. Nortey, Eric Ocran, Samuel Iddi, Louis Asiedu |
De-occlusion and recognition of frontal face images: a comparative study of multiple imputation methods. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Big Data ![In: J. Big Data 11(1), pp. 60, December 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Song Li, Wenfen Liu, Yan Wu, Jie Zhao |
Generative Architecture for Data Imputation in Secure Blockchain-enabled Spatiotemporal Data Management. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Web Eng. ![In: J. Web Eng. 23(1), pp. 111-164, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Bo Zhang, Rui Miao, Zhihua Chen |
Spatial-temporal traffic data imputation based on dynamic multi-level generative adversarial networks for urban governance. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Appl. Soft Comput. ![In: Appl. Soft Comput. 151, pp. 111128, January 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Haitao Yuan, Gao Cong, Guoliang Li |
Nuhuo: An Effective Estimation Model for Traffic Speed Histogram Imputation on A Road Network. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Proc. VLDB Endow. ![In: Proc. VLDB Endow. 17(7), pp. 1605-1617, March 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
|
12 | Jingjing Liu, Jie-Peng Yao, Jin-Hang Liu, Zhong-Yi Wang, Lan Huang 0001 |
Missing data imputation and classification of small sample missing time series data based on gradient penalized adversarial multi-task learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Appl. Intell. ![In: Appl. Intell. 54(3), pp. 2528-2550, February 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Jiaxi Yang, Yihan Wang, Ye Yang, Kai Ding, Chongning Na, Yao Yang |
Effects of single and multiple imputation strategies on addressing over-fitting issues caused by imbalanced data from various scenarios. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Appl. Intell. ![In: Appl. Intell. 54(3), pp. 2812-2830, February 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Yunsheng Wang, Xinghan Xu, Lei Hu, Jianchao Fan, Min Han 0001 |
A time series continuous missing values imputation method based on generative adversarial networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Knowl. Based Syst. ![In: Knowl. Based Syst. 283, pp. 111215, January 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Yakun Chen, Ruotong Hu, Zihao Li, Chao Yang 0024, Xianzhi Wang 0001, Guodong Long, Guandong Xu 0001 |
Exploring explicit and implicit graph learning for multivariate time series imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Eng. Appl. Artif. Intell. ![In: Eng. Appl. Artif. Intell. 127(Part A), pp. 107217, January 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | C. V. S. R. Syavasya, A. Lakshmi Muddana |
An efficient missing value imputation and evaluation using GK-KH means and HTR-RNN. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Int. J. Bus. Intell. Data Min. ![In: Int. J. Bus. Intell. Data Min. 24(1), pp. 25-46, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Qingyi Chang, Dan Tao, Jiangtao Wang 0001, Ruipeng Gao |
Deep Compressed Sensing based Data Imputation for Urban Environmental Monitoring. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ACM Trans. Sens. Networks ![In: ACM Trans. Sens. Networks 20(1), pp. 17:1-17:21, January 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Fangqing Zhang, Jiang Guo, Fang Yuan, Yuanfeng Qiu, Pei Wang, Fangjuan Cheng, Yifeng Gu |
Enhancement Methods of Hydropower Unit Monitoring Data Quality Based on the Hierarchical Density-Based Spatial Clustering of Applications with a Noise-Wasserstein Slim Generative Adversarial Imputation Network with a Gradient Penalty. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Sensors ![In: Sensors 24(1), pp. 118, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Thomas Decorte, Steven Mortier, Jonas J. Lembrechts, Filip J. R. Meysman, Steven Latré, Erik Mannens, Tim Verdonck |
Missing Value Imputation of Wireless Sensor Data for Environmental Monitoring. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Sensors ![In: Sensors 24(8), pp. 2416, April 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Min Wang, Xiao-Wei Ye, Xin-Hong Ying, Jin-Dian Jia, Yang Ding, Di Zhang, Feng Sun |
Data Imputation of Soil Pressure on Shield Tunnel Lining Based on Random Forest Model. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Sensors ![In: Sensors 24(5), pp. 1560, March 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Massimo Perini, Milos Nikolic 0001 |
In-Database Data Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Proc. ACM Manag. Data ![In: Proc. ACM Manag. Data 2(1), pp. 70:1-70:27, February 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Muhammed Nazmul Arefin, Abdul Kadar Muhammad Masum |
A Probabilistic Approach for Missing Data Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Complex. ![In: Complex. 2024, pp. 4737963:1-4737963:15, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Wenrui Li, Xiaoyu Wang, Yuetian Sun, Snezana Milanovic, Mark A. Kon, Julio Enrique Castrillón-Candás |
Multilevel Stochastic Optimization for Imputation in Massive Medical Data Records. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Big Data ![In: IEEE Trans. Big Data 10(2), pp. 122-131, April 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Bo Xu, Qinqin Zhu |
An Efficient Dynamic Auto-Regressive CCA for Time Series Imputation With Irregular Sampling. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans Autom. Sci. Eng. ![In: IEEE Trans Autom. Sci. Eng. 21(1), pp. 442-451, January 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Diju Liu, Yalin Wang 0003, Chenliang Liu, Kai Wang 0024, Xiaofeng Yuan, Chunhua Yang 0001 |
Blackout Missing Data Recovery in Industrial Time Series Based on Masked-Former Hierarchical Imputation Framework. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans Autom. Sci. Eng. ![In: IEEE Trans Autom. Sci. Eng. 21(2), pp. 1138-1150, April 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Kunpeng Zhang, Feng Zhou, Lan Wu, Na Xie, Zhengbing He |
Semantic understanding and prompt engineering for large-scale traffic data imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Inf. Fusion ![In: Inf. Fusion 102, pp. 102038, February 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Xin Peng, Jieren Cheng, Xiangyan Tang, Bin Zhang, Wenxuan Tu |
Multi-view graph imputation network. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Inf. Fusion ![In: Inf. Fusion 102, pp. 102024, February 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Haojie Xie, Yongshun Gong, Xiangjun Dong 0001 |
Spatial-temporal regularized tensor decomposition method for traffic speed data imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Int. J. Data Sci. Anal. ![In: Int. J. Data Sci. Anal. 17(2), pp. 203-223, March 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Abderrahim Oussama Batouche, Eugen Czeizler, Miika Koskinen, Tuomas Mirtti, Antti Sakari Rannikko |
Synergizing Data Imputation and Electronic Health Records for Advancing Prostate Cancer Research: Challenges, and Practical Applications. ![Search on Bibsonomy](Pics/bibsonomy.png) |
BIOSTEC (2) ![In: Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2024, Volume 2, Rome, Italy, February 21-23, 2024., pp. 77-86, 2024, SCITEPRESS, 978-989-758-688-0. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Chengliang Liu 0003, Jinlong Jia, Jie Wen 0001, Yabo Liu, Xiaoling Luo, Chao Huang 0008, Yong Xu 0001 |
Attention-Induced Embedding Imputation for Incomplete Multi-View Partial Multi-Label Classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI ![In: Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada, pp. 13864-13872, 2024, AAAI Press. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
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12 | Jingyu Pu, Chenhang Cui, Xinyue Chen, Yazhou Ren 0001, Xiaorong Pu, Zhifeng Hao, Philip S. Yu, Lifang He 0001 |
Adaptive Feature Imputation with Latent Graph for Deep Incomplete Multi-View Clustering. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI ![In: Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada, pp. 14633-14641, 2024, AAAI Press. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Alvaro Ribot, Chandler Squires, Caroline Uhler |
Causal Imputation for Counterfactual SCMs: Bridging Graphs and Latent Factor Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CLeaR ![In: Causal Learning and Reasoning, 1-3 April 2024, Los Angeles, California, USA., pp. 1141-1175, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
|
12 | Md Faisal Kabir 0003, Sven Tomforde |
A Deep Analysis for Medical Emergency Missing Value Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICAART (3) ![In: Proceedings of the 16th International Conference on Agents and Artificial Intelligence, ICAART 2024, Volume 3, Rome, Italy, February 24-26, 2024., pp. 1229-1236, 2024, SCITEPRESS, 978-989-758-680-4. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
12 | Bin Han, Bill Howe |
Geospatial Imputation of Urban Mobility Data with Self-Supervised Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
HICSS ![In: 57th Hawaii International Conference on System Sciences, HICSS 2024, Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January 3-6, 2024, pp. 5619-5628, 2024, ScholarSpace, 978-0-9981331-7-1. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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12 | Nhat-Hao Pham, Khanh-Linh Vo, Mai Anh Vu, Thu Nguyen, Michael A. Riegler, Pål Halvorsen, Binh T. Nguyen 0001 |
Correlation Visualization Under Missing Values: A Comparison Between Imputation and Direct Parameter Estimation Methods. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MMM (4) ![In: MultiMedia Modeling - 30th International Conference, MMM 2024, Amsterdam, The Netherlands, January 29 - February 2, 2024, Proceedings, Part IV, pp. 103-116, 2024, Springer, 978-3-031-53301-3. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
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12 | Megha Gupta, Shripal Shah, Mohammad Masum, Sai Chandra Kosaraju |
CMI: Cluster-Centric Missing Value Imputation with Feature Consistency. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CCWC ![In: 14th IEEE Annual Computing and Communication Workshop and Conference, CCWC 2024, Las Vegas, NV, USA, January 8-10, 2024, pp. 521-526, 2024, IEEE, 979-8-3503-6013-4. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
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12 | Hyowon Wi, Yehjin Shin, Noseong Park |
Continuous-time Autoencoders for Regular and Irregular Time Series Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
WSDM ![In: Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024, pp. 826-835, 2024, ACM. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
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12 | Sebastian Jäger, Felix Biessmann |
From Data Imputation to Data Cleaning - Automated Cleaning of Tabular Data Improves Downstream Predictive Performance. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 3394-3402, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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12 | Zongyu Dai, Emily J. Getzen, Qi Long |
SADI: Similarity-Aware Diffusion Model-Based Imputation for Incomplete Temporal EHR Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 4195-4203, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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12 | Riccardo Cappuzzo, Saravanan Thirumuruganathan, Paolo Papotti |
Relational Data Imputation with Graph Neural Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EDBT ![In: Proceedings 27th International Conference on Extending Database Technology, EDBT 2024, Paestum, Italy, March 25 - March 28., pp. 221-233, 2024, OpenProceedings.org, 978-3-89318-091-2. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
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12 | Deyu Ming, Daniel B. Williamson, Serge Guillas |
Deep Gaussian Process Emulation using Stochastic Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Technometrics ![In: Technometrics 65(2), pp. 150-161, April 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Jangho Park, Juliane Müller 0002, Bhavna Arora, Boris Faybishenko, Gilberto Zonta Pastorello, Charuleka Varadharajan, Reetik Sahu, Deborah A. Agarwal |
Long-term missing value imputation for time series data using deep neural networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neural Comput. Appl. ![In: Neural Comput. Appl. 35(12), pp. 9071-9091, April 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Pankhuri Jain, Anoop Kumar Tiwari, Tanmoy Som |
Fuzzy rough assisted missing value imputation and feature selection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neural Comput. Appl. ![In: Neural Comput. Appl. 35(3), pp. 2773-2793, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Haitao Li, Qian Cao, Qiaowen Bai, Zhihui Li 0003, Hongyu Hu |
Multistate time series imputation using generative adversarial network with applications to traffic data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neural Comput. Appl. ![In: Neural Comput. Appl. 35(9), pp. 6545-6567, March 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Junwei Zhou, Botian Lei, Huile Lang, Emmanouil Panaousis, Kaitai Liang, Jianwen Xiang |
Secure genotype imputation using homomorphic encryption. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Inf. Secur. Appl. ![In: J. Inf. Secur. Appl. 72, pp. 103386, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Wenjie Du, David Côté, Yan Liu 0001 |
SAITS: Self-attention-based imputation for time series. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Expert Syst. Appl. ![In: Expert Syst. Appl. 219, pp. 119619, June 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Iván De-Paz-Centeno, María Teresa García-Ordás, Oscar García-Olalla, Héctor Alaiz-Moretón |
Imputation of missing measurements in PV production data within constrained environments. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Expert Syst. Appl. ![In: Expert Syst. Appl. 217, pp. 119510, May 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Tao Wang, Xiumei Chen, Xiaoling Zhang, Shuoling Zhou, Qianjin Feng, Meiyan Huang |
Multi-view imputation and cross-attention network based on incomplete longitudinal and multimodal data for conversion prediction of mild cognitive impairment. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Expert Syst. Appl. ![In: Expert Syst. Appl. 231, pp. 120761, November 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Zheng Lv, Kai Chen 0012, Tai Zhang, Jun Zhao 0004, Wei Wang 0036 |
Multi-feature generation network-based imputation method for industrial data with high missing rate. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Expert Syst. Appl. ![In: Expert Syst. Appl. 227, pp. 120229, October 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Yige Sun, Jing Li 0002, Yifan Xu, Tingting Zhang, Xiaofeng Wang |
Deep learning versus conventional methods for missing data imputation: A review and comparative study. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Expert Syst. Appl. ![In: Expert Syst. Appl. 227, pp. 120201, October 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Juan Miguel Lopez Alcaraz, Nils Strodthoff |
Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Trans. Mach. Learn. Res. ![In: Trans. Mach. Learn. Res. 2023, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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12 | Alireza Dehghani, Karamolah Bagherifard, Samad Nejatian, Hamid Parvin |
A novel missing value imputation relying on K-means clustering and kernel-based weighting using grey relation (KWGI). ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Intell. Fuzzy Syst. ![In: J. Intell. Fuzzy Syst. 44(4), pp. 5675-5697, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Kyle Kai Qin, Yongli Ren, Wei Shao 0006, Brennan Lake, Filippo Privitera, Flora D. Salim |
Multiple-level Point Embedding for Solving Human Trajectory Imputation with Prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ACM Trans. Spatial Algorithms Syst. ![In: ACM Trans. Spatial Algorithms Syst. 9(2), pp. 15:1-15:22, June 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Jiang Liu 0014, Srivathsa Pasumarthi, Ben A. Duffy, Enhao Gong, Keshav Datta, Greg Zaharchuk |
One Model to Synthesize Them All: Multi-Contrast Multi-Scale Transformer for Missing Data Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Medical Imaging ![In: IEEE Trans. Medical Imaging 42(9), pp. 2577-2591, September 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Yuanyuan Chen, Yongsheng Pan, Yong Xia 0001, Yixuan Yuan |
Disentangle First, Then Distill: A Unified Framework for Missing Modality Imputation and Alzheimer's Disease Diagnosis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Medical Imaging ![In: IEEE Trans. Medical Imaging 42(12), pp. 3566-3578, December 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Michael Schuckers, Michael Lopez, Brian Macdonald |
Estimation of player aging curves using regression and imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Ann. Oper. Res. ![In: Ann. Oper. Res. 325(1), pp. 681-699, June 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Ruoyu Wang 0016, Miaomiao Su, Qihua Wang |
Distributed Nonparametric Regression Imputation for Missing Response Problems with Large-scale Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Mach. Learn. Res. ![In: J. Mach. Learn. Res. 24, pp. 68:1-68:52, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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12 | Francisco R. S. Pereira, Aliny A. Dos Reis, Rodrigo G. Freitas, Stanley R. de M. Oliveira, Lucas R. do Amaral, Gleyce Kelly Dantas Araújo Figueiredo, João F. G. Antunes, Rubens A. C. Lamparelli, Edemar Moro, Paulo Sergio Graziano Magalhães |
Imputation of Missing Parts in UAV Orthomosaics Using PlanetScope and Sentinel-2 Data: A Case Study in a Grass-Dominated Area. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ISPRS Int. J. Geo Inf. ![In: ISPRS Int. J. Geo Inf. 12(2), pp. 41, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Li Cai, Cong Sha, Jing He 0012, Shaowen Yao 0001 |
Spatial-Temporal Data Imputation Model of Traffic Passenger Flow Based on Grid Division. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ISPRS Int. J. Geo Inf. ![In: ISPRS Int. J. Geo Inf. 12(1), pp. 13, January 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Xing Su 0001, Wenjie Sun, Chenting Song, Zhi Cai, Limin Guo 0002 |
A Latent-Factor-Model-Based Approach for Traffic Data Imputation with Road Network Information. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ISPRS Int. J. Geo Inf. ![In: ISPRS Int. J. Geo Inf. 12(9), pp. 378, September 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Payam Gouran, Mohammad H. Nadimi-Shahraki, Amir Masoud Rahmani, Seyedali Mirjalili |
An Effective Imputation Method Using Data Enrichment for Missing Data of Loop Detectors in Intelligent Traffic Control Systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Remote. Sens. ![In: Remote. Sens. 15(13), pp. 3374, July 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Shuyu Wang, Wengen Li, Siyun Hou, Jihong Guan, Jiamin Yao |
STA-GAN: A Spatio-Temporal Attention Generative Adversarial Network for Missing Value Imputation in Satellite Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Remote. Sens. ![In: Remote. Sens. 15(1), pp. 88, January 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Zishu Zhan, Xiangjie Li, Jingxiao Zhang |
Partial replacement imputation estimation for partially linear models with complex missing pattern covariates. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Stat. Comput. ![In: Stat. Comput. 33(4), pp. 88, August 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Aliya Aleryani, Aaron Bostrom, Wenjia Wang, Beatriz de la Iglesia |
Multiple Imputation Ensembles for Time Series (MIE-TS). ![Search on Bibsonomy](Pics/bibsonomy.png) |
ACM Trans. Knowl. Discov. Data ![In: ACM Trans. Knowl. Discov. Data 17(3), pp. 44:1-44:28, April 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Ibtissam Abnane, Ali Idri, Imane Chlioui, Alain Abran |
Evaluating ensemble imputation in software effort estimation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Empir. Softw. Eng. ![In: Empir. Softw. Eng. 28(2), pp. 56, March 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Neha Rajawat, Bharat Singh Hada, Soniya Lalwani, Rajesh Kumar 0002 |
Diabetes mellitus prediction: An efficient pipeline of data imputation and oversampling. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Int. J. Model. Simul. Sci. Comput. ![In: Int. J. Model. Simul. Sci. Comput. 14(3), pp. 2350010:1-2350010:18, June 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Sung-Hyun Sim, Hyerim Bae, Ling Liu 0001 |
Bagging Recurrent Event Imputation for Repair of Imperfect Event Log With Missing Categorical Events. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Serv. Comput. ![In: IEEE Trans. Serv. Comput. 16(1), pp. 108-121, January - February 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Juan Carlos Figueroa-García, Roman Neruda, Germán Jairo Hernández-Pérez |
A genetic algorithm for multivariate missing data imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Inf. Sci. ![In: Inf. Sci. 619, pp. 947-967, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Longfei Xu, Lingyu Xu, Jie Yu 0009 |
Time series imputation with GAN inversion and decay connection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Inf. Sci. ![In: Inf. Sci. 643, pp. 119234, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Jongmin Han, Seokho Kang 0001 |
Optimization of missing value imputation for neural networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Inf. Sci. ![In: Inf. Sci. 649, pp. 119668, November 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Wei Liu, Lan Luo, Ling Zhou |
Online missing value imputation for high-dimensional mixed-type data via generalized factor models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Comput. Stat. Data Anal. ![In: Comput. Stat. Data Anal. 187, pp. 107822, November 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Amin Einipour, Mohammad Mosleh, Karim Ansari-Asl |
EinImpute: a local and gene-based approach to imputation of dropout events in ScRNA-seq data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Ambient Intell. Humaniz. Comput. ![In: J. Ambient Intell. Humaniz. Comput. 14(4), pp. 3225-3237, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Robin Kuok Cheong Chan, Joanne Mun-Yee Lim, Rajendran Parthiban |
Missing Traffic Data Imputation for Artificial Intelligence in Intelligent Transportation Systems: Review of Methods, Limitations, and Challenges. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Access ![In: IEEE Access 11, pp. 34080-34093, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Uras Varolgunes, Shibo Yao, Yao Ma, Dantong Yu |
Embedding Imputation With Self-Supervised Graph Neural Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Access ![In: IEEE Access 11, pp. 70610-70620, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Reza Shahbazian, Sergio Greco |
Generative Adversarial Networks Assist Missing Data Imputation: A Comprehensive Survey and Evaluation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Access ![In: IEEE Access 11, pp. 88908-88928, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Jonas Fernando Schreiber, Airam Sausen, Maurício de Campos, Paulo Sérgio Sausen, Marco Thomé Da Silva Ferreira Filho |
Data Imputation Techniques Applied to the Smart Grids Environment. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Access ![In: IEEE Access 11, pp. 31931-31940, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Nadia Adnan Shiltagh Al-Jamali, Ibtesam R. K. Al-Saedi, Ahmed R. Zarzoor, Hongxiang Li |
A New Imputation Technique Based a Multi-Spike Neural Network to Handle Missing Data in the Internet of Things Network (IoT). ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Access ![In: IEEE Access 11, pp. 112841-112850, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Benjamin Agbo, Hussain Al-Aqrabi, Tariq A. A. Alsboui, Muhammad Hussain 0002, Richard Hill |
Imputation of Missing Clinical Covariates for Downstream Classification Problems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Access ![In: IEEE Access 11, pp. 102935-102943, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Tae-Min Choi, Ji-Su Kang, Jong-Hwan Kim 0001 |
RDIS: Random Drop Imputation With Self-Training for Incomplete Time Series Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Access ![In: IEEE Access 11, pp. 100720-100728, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Konstantinos Psychogyios, Loukas Ilias, Christos Ntanos, Dimitris Askounis |
Missing Value Imputation Methods for Electronic Health Records. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Access ![In: IEEE Access 11, pp. 21562-21574, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Mehdi Taghavi, Elnaz Irannezhad, Carlo G. Prato |
Truck Rest Stop Imputation From GPS Data: An Interpretable Activity-Based Continuous Hidden Markov Model. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Access ![In: IEEE Access 11, pp. 143771-143781, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Xuguang Hu, Zhaokang Zhan, Dazhong Ma, Siqi Zhang |
Spatiotemporal Generative Adversarial Imputation Networks: An Approach to Address Missing Data for Wind Turbines. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Instrum. Meas. ![In: IEEE Trans. Instrum. Meas. 72, pp. 1-8, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Song Ma, Zeng-Song Xu, Tao Sun |
Parallel Generative Adversarial Imputation Network for Multivariate Missing Time-Series Reconstruction and Its Application to Aeroengines. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Instrum. Meas. ![In: IEEE Trans. Instrum. Meas. 72, pp. 1-16, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Abel Efetobor Edje, Shaffie Muhammad Abd Latiff, Weng Howe Chan |
A Perceptually Important Points Approach Based on Imputation Clustering with Weighted Distance Techniques for Big Data Reduction in Internet of Things Cloud. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neural Process. Lett. ![In: Neural Process. Lett. 55(1), pp. 709-734, February 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Rabea Aschenbruck, Gero Szepannek, Adalbert F. X. Wilhelm |
Imputation Strategies for Clustering Mixed-Type Data with Missing Values. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Classif. ![In: J. Classif. 40(1), pp. 2-24, April 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Xiaoqing Cheng, Chang Yan, Hao Jiang 0009, Yushan Qiu |
scHOIS: Determining Cell Heterogeneity Through Hierarchical Clustering Based on Optimal Imputation Strategy. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE ACM Trans. Comput. Biol. Bioinform. ![In: IEEE ACM Trans. Comput. Biol. Bioinform. 20(2), pp. 1431-1444, March - April 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Yi Cheng, Xiuli Ma, Lang Yuan, Zhaoguo Sun, Pingzhang Wang |
Evaluating imputation methods for single-cell RNA-seq data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
BMC Bioinform. ![In: BMC Bioinform. 24(1), pp. 302, December 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Shashi Bhushan, Anoop Kumar, Tolga Zaman, Aned Al Mutairi |
Efficient Difference and Ratio-Type Imputation Methods under Ranked Set Sampling. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Axioms ![In: Axioms 12(6), pp. 558, June 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Jean Nestor M. Dahj, Kingsley A. Ogudo |
Machine Learning-Based Imputation Approach with Dynamic Feature Extraction for Wireless RAN Performance Data Preprocessing. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Symmetry ![In: Symmetry 15(6), pp. 1161, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Mohammed Ahmed Alomair, Usman Shahzad |
Compromised-Imputation and EWMA-Based Memory-Type Mean Estimators Using Quantile Regression. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Symmetry ![In: Symmetry 15(10), pp. 1888, October 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Khaled M. Fouad |
A hybrid approach of missing data imputation for upper gastrointestinal diagnosis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Int. J. Adv. Intell. Paradigms ![In: Int. J. Adv. Intell. Paradigms 24(3/4), pp. 255-294, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Do-Hoon Lee, Han-joon Kim |
A Self-Attention-Based Imputation Technique for Enhancing Tabular Data Quality. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Data ![In: Data 8(6), pp. 102, June 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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12 | Soohwan Jeong, Chonghyo Joo, Jongkoo Lim, Hyungtae Cho, Sungsu Lim, Junghwan Kim |
A novel graph-based missing values imputation method for industrial lubricant data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Comput. Ind. ![In: Comput. Ind. 150, pp. 103937, September 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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