|
|
Venues (Conferences, Journals, ...)
|
|
GrowBag graphs for keyword ? (Num. hits/coverage)
Group by:
The graphs summarize 169 occurrences of 110 keywords
|
|
|
Results
Found 2284 publication records. Showing 2284 according to the selection in the facets
Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
12 | Lars Wienbrandt, David Ellinghaus |
EagleImp: fast and accurate genome-wide phasing and imputation in a single tool. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Bioinform. ![In: Bioinform. 38(22), pp. 4999-5006, November 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Yizhuo Wang, Christopher R. Flowers, Ziyi Li, Xuelin Huang |
CondiS web app: imputation of censored lifetimes for machine learning-based survival analysis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Bioinform. ![In: Bioinform. 38(17), pp. 4252-4254, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Peter J. Bradbury, Terry M. Casstevens, Sarah E. Jensen, L. C. Johnson, Z. R. Miller, Brandon Monier, M. C. Romay, B. Song, Edward S. Buckler |
The Practical Haplotype Graph, a platform for storing and using pangenomes for imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Bioinform. ![In: Bioinform. 38(15), pp. 3698-3702, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Justin Lakkis, Amelia Schroeder, Kenong Su, Michelle Y. Y. Lee, Alexander C. Bashore, Muredach P. Reilly, Mingyao Li |
A multi-use deep learning method for CITE-seq and single-cell RNA-seq data integration with cell surface protein prediction and imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Nat. Mac. Intell. ![In: Nat. Mac. Intell. 4(11), pp. 940-952, November 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Amira Elasra |
Multiple Imputation of Missing Data in Educational Production Functions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Comput. ![In: Comput. 10(4), pp. 49, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Napsu Karmitsa, Sona Taheri, Adil M. Bagirov, Pauliina Mäkinen |
Missing Value Imputation via Clusterwise Linear Regression. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Knowl. Data Eng. ![In: IEEE Trans. Knowl. Data Eng. 34(4), pp. 1889-1901, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Yicheng Yang, Jae Kwang Kim, In Ho Cho |
Parallel Fractional Hot-Deck Imputation and Variance Estimation for Big Incomplete Data Curing. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Knowl. Data Eng. ![In: IEEE Trans. Knowl. Data Eng. 34(8), pp. 3912-3926, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Breeshey Roskams-Hieter, Jude Wells, Sara Wade |
Leveraging variational autoencoders for multiple data imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2209.15321, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
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) |
CoRR ![In: CoRR abs/2212.07514, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Bahram Jafrasteh, Daniel Hernández-Lobato, Simón Pedro Lubián-López, Isabel Benavente-Fernández |
Gaussian Processes for Missing Value Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2204.04648, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Kosuke Imai, Santiago Olivella, Evan T. R. Rosenman |
Addressing Census data problems in race imputation via fully Bayesian Improved Surname Geocoding and name supplements. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2205.06129, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Manar D. Samad, Sakib Abrar, Norou Diawara |
Missing Value Estimation using Clustering and Deep Learning within Multiple Imputation Framework. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2202.13734, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
|
12 | Yuzhao Yang, Jérôme Darmont, Franck Ravat, Olivier Teste |
Dimensional Data KNN-Based Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2210.02237, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Yiming Lin, Sharad Mehrotra |
QUIP: Query-driven Missing Value Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2204.00108, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
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) |
CoRR ![In: CoRR abs/2211.00783, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
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) |
CoRR ![In: CoRR abs/2208.09399, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Oliver Urs Lenz, Daniel Peralta, Chris Cornelis |
No imputation without representation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2206.14254, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Zhaotao Wu, Jia Wei, Jiabing Wang, Rui Li 0002 |
Slice Imputation: Intermediate Slice Interpolation for Anisotropic 3D Medical Image Segmentation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2203.10773, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Sumin Shen, Huiying Mao, Zezhong Zhang, Zili Chen, Keyu Nie, Xinwei Deng |
Boosting Sensitivity of Large-scale Online Experimentation via Dropout Buyer Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2209.06125, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Wouter van Loon, Marjolein Fokkema, Mark de Rooij |
Imputation of missing values in multi-view data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2210.14484, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Lev Telyatnikov, Simone Scardapane |
EGG-GAE: scalable graph neural networks for tabular data imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2210.10446, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Yangyang Wu, Jun Wang, Xiaoye Miao, Wenjia Wang, Jianwei Yin |
Differentiable and Scalable Generative Adversarial Models for Data Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2201.03202, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
|
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) |
CoRR ![In: CoRR abs/2208.06648, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Tong Nie, Guoyang Qin, Jian Sun |
Truncated tensor Schatten p-norm based approach for spatiotemporal traffic data imputation with complicated missing patterns. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2205.09390, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Wenjie Du, David Côté, Yan Liu |
SAITS: Self-Attention-based Imputation for Time Series. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2202.08516, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
|
12 | Sophie Peacock, Etai Jacob, Nikolay Burlutskiy |
Coupling Deep Imputation with Multitask Learning for Downstream Tasks on Genomics Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2204.13705, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Meiyan Huang, Tao Wang, Xiumei Chen, Xiaoling Zhang, Shuoling Zhou, Qianjin Feng |
Multi-View Imputation and Cross-Attention Network Based on Incomplete Longitudinal and Multi-Modal Data for Alzheimer's Disease Prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2206.08019, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Mingxuan Liu, Siqi Li 0004, Han Yuan, Marcus Eng Hock Ong, Yilin Ning, Feng Xie, Seyed Ehsan Saffari, Victor Volovici, Bibhas Chakraborty, Nan Liu 0003 |
Handling missing values in healthcare data: A systematic review of deep learning-based imputation techniques. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2210.08258, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
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) |
CoRR ![In: CoRR abs/2210.03154, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Xiao Zhang 0034, Ninglu Shao, Zihua Si, Jun Xu 0001, Wenhan Wang, Hanjing Su, Ji-Rong Wen |
Partial Information as Full: Reward Imputation with Sketching in Bandits. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2210.06719, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
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) |
CoRR ![In: CoRR abs/2202.12441, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
|
12 | Fang Fang, Shenliao Bao |
FragmGAN: Generative Adversarial Nets for Fragmentary Data Imputation and Prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2203.04692, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Thu Nguyen, Hoang Thien Ly, Michael Alexander Riegler, Pål Halvorsen |
Principle Components Analysis based frameworks for efficient missing data imputation algorithms. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2205.15150, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Katrina Chen, Xiuqin Liang, Zhibin Zhang, Zheng Ma |
GEDI: A Graph-based End-to-end Data Imputation Framework. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2208.06573, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Jiang Liu, Srivathsa Pasumarthi, Ben A. Duffy, Enhao Gong, Greg Zaharchuk, Keshav Datta |
One Model to Synthesize Them All: Multi-contrast Multi-scale Transformer for Missing Data Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2204.13738, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Jiajun Zhong, Weiwei Ye, Ning Gui |
Data Imputation with Iterative Graph Reconstruction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2212.02810, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Soumojit Das, Jorg Dreschler, Keith Merrill, Shawn Merrill |
Imputation under Differential Privacy. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2206.15063, 2022. 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) |
CoRR ![In: CoRR abs/2208.08933, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Jean-Sébastien Dessureault, Daniel Massicotte |
Explainable Global Error Weighted on Feature Importance: The xGEWFI metric to evaluate the error of data imputation and data augmentation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2206.08980, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Cristian Challu, Peihong Jiang, Ying Nian Wu, Laurent Callot |
SpectraNet: Multivariate Forecasting and Imputation under Distribution Shifts and Missing Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2210.12515, 2022. 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) |
CoRR ![In: CoRR abs/2209.01292, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Tolou Shadbahr, Michael Roberts, Jan Stanczuk, Julian D. Gilbey, Philip Teare, Sören Dittmer, Matthew Thorpe, Ramón Viñas Torné 0001, Evis Sala, Pietro Lió, Mishal Patel, AIX-COVNET Collaboration, James H. F. Rudd, Tuomas Mirtti, Antti Rannikko, John A. D. Aston, Jing Tang 0002, Carola-Bibiane Schönlieb |
Classification of datasets with imputed missing values: does imputation quality matter? ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2206.08478, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Kaho Tanaka, Kosuke Kato, Naoki Nonaka, Jun Seita |
Efficient HLA imputation from sequential SNPs data by Transformer. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2211.06430, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
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) |
CoRR ![In: CoRR abs/2211.13297, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
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) |
CoRR ![In: CoRR abs/2206.07769, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
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) |
CoRR ![In: CoRR abs/2209.15415, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | JayaChandra Raju, Subha Gayatri Kompella, Keerthi Ram, Rajeswaran Rangasami, Rajoo Ramachandran, Mohanasankar Sivaprakasam |
MIST GAN: Modality Imputation Using Style Transfer for MRI. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2202.10396, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
|
12 | Shuhan Zheng, Nontawat Charoenphakdee |
Diffusion models for missing value imputation in tabular data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2210.17128, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Jinsheng Yang, Yuan-Hai Shao 0001, Chun-Na Li, Wensi Wang |
Multistage Large Segment Imputation Framework Based on Deep Learning and Statistic Metrics. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2209.11766, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Eunkyu Oh, Taehun Kim, Yunhu Ji, Sushil Khyalia |
STING: Self-attention based Time-series Imputation Networks using GAN. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2209.10801, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
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) |
CoRR ![In: CoRR abs/2202.04599, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
|
12 | Jason Hoelscher-Obermaier, Edward Stevinson, Valentin Stauber, Ivaylo Zhelev, Viktor Botev, Ronin Wu, Jeremy Minton |
Leveraging knowledge graphs to update scientific word embeddings using latent semantic imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2210.15358, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
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) |
CoRR ![In: CoRR abs/2208.01998, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Xinyu Chen, Zhanhong Cheng, Nicolas Saunier, Lijun Sun |
Laplacian Convolutional Representation for Traffic Time Series Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2212.01529, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Seongwook Yoon, Jaehyun Kim, Heejeong Lim, Sanghoon Sull |
Controllable Missingness from Uncontrollable Missingness: Joint Learning Measurement Policy and Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2204.03872, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Sandeep Hans, Diptikalyan Saha, Aniya Aggarwal |
Explainable Data Imputation using Constraints. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2205.04731, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Alberto Llera, Mick Brammer, Bethany Oakley, Julian Tillmann, M. Zabihi, T. Mei, Tony Charman, Christine Ecker, Flavio Dell'Acqua, Tobias Banaschewski, C. Moessnang, Simon Baron-Cohen, R. Holt, S. Durston, D. Murphy, Eva Loth, Jan K. Buitelaar, D. L. Floris, Christian F. Beckmann |
Evaluation of data imputation strategies in complex, deeply-phenotyped data sets: the case of the EU-AIMS Longitudinal European Autism Project. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2201.09753, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
|
12 | Sabera Talukder, Jennifer J. Sun, Matthew Leonard, Bingni W. Brunton, Yisong Yue |
Deep Neural Imputation: A Framework for Recovering Incomplete Brain Recordings. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2206.08094, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Rendani Mbuvha, Julien Yise Peniel Adounkpe, Wilson Tsakane Mongwe, Mandela Houngnibo, Nathaniel Newlands, Tshilidzi Marwala |
Imputation of Missing Streamflow Data at Multiple Gauging Stations in Benin Republic. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2211.11576, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Abinash Sahoo, Dillip Kumar Ghose |
Imputation of missing precipitation data using KNN, SOM, RF, and FNN. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Soft Comput. ![In: Soft Comput. 26(12), pp. 5919-5936, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Diogo Telmo Neves, João Alves, Marcel Ganesh Naik, Alberto José Proença, Fabian Prasser |
From Missing Data Imputation to Data Generation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Comput. Sci. ![In: J. Comput. Sci. 61, pp. 101640, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Feng Zhao 0006, Yan Lu, Xinning Li, Lina Wang, Yingjie Song, Deming Fan, Caiming Zhang 0001, Xiaobo Chen |
Multiple imputation method of missing credit risk assessment data based on generative adversarial networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Appl. Soft Comput. ![In: Appl. Soft Comput. 126, pp. 109273, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Huimin Wang, Jianxiang Tang, Mengyao Wu, Xiaoyu Wang, Tao Zhang |
Application of machine learning missing data imputation techniques in clinical decision making: taking the discharge assessment of patients with spontaneous supratentorial intracerebral hemorrhage as an example. ![Search on Bibsonomy](Pics/bibsonomy.png) |
BMC Medical Informatics Decis. Mak. ![In: BMC Medical Informatics Decis. Mak. 22(1), pp. 13, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Mohammad Kachuee, Kimmo Kärkkäinen, Orpaz Goldstein, Sajad Darabi, Majid Sarrafzadeh |
Generative Imputation and Stochastic Prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Pattern Anal. Mach. Intell. ![In: IEEE Trans. Pattern Anal. Mach. Intell. 44(3), pp. 1278-1288, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Lam-Ha Ly, Martin Vingron |
Effect of imputation on gene network reconstruction from single-cell RNA-seq data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Patterns ![In: Patterns 3(2), pp. 100414, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | B. Mathura Bai, Nimmala Mangathayaru, B. Padmaja Rani |
Modified K-Nearest Neighbour Using Proposed Similarity Fuzzy Measure for Missing Data Imputation on Medical Datasets (MKNNMBI). ![Search on Bibsonomy](Pics/bibsonomy.png) |
Int. J. Fuzzy Syst. Appl. ![In: Int. J. Fuzzy Syst. Appl. 11(3), pp. 1-15, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Sanjoy K. Paul, Joanna Ling, Mayukh Samanta, Olga Montvida |
Robustness of Multiple Imputation Methods for Missing Risk Factor Data from Electronic Medical Records for Observational Studies. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Heal. Informatics Res. ![In: J. Heal. Informatics Res. 6(4), pp. 385-400, December 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Liying Li, Haizhou Wang, Youyang Wang, Mingsong Chen, Tongquan Wei |
Improving IoT data availability via feedback- and voting-based anomaly imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Future Gener. Comput. Syst. ![In: Future Gener. Comput. Syst. 135, pp. 194-204, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Baili Chen, Hongwei Zheng 0002, Lili Wang, Olaf Hellwich, Chunbo Chen, Liao Yang, Tie Liu 0001, Geping Luo, Anming Bao, Xi Chen |
A joint learning Im-BiLSTM model for incomplete time-series Sentinel-2A data imputation and crop classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Int. J. Appl. Earth Obs. Geoinformation ![In: Int. J. Appl. Earth Obs. Geoinformation 108, pp. 102762, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Yasser Salaheldin Mohammed, Hatem M. Abdelkader, Pawel Plawiak, Mohamed Hammad |
A novel model to optimize multiple imputation algorithm for missing data using evolution methods. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Biomed. Signal Process. Control. ![In: Biomed. Signal Process. Control. 76, pp. 103661, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Giovanni Amormino da Silva Júnior, Alisson Marques da Silva |
A simple and efficient incremental missing data imputation method for evolving neo-fuzzy network. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Evol. Syst. ![In: Evol. Syst. 13(2), pp. 201-220, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Jeffrey A. Smith, Jonathan H. Morgan, James Moody |
Network sampling coverage III: Imputation of missing network data under different network and missing data conditions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Soc. Networks ![In: Soc. Networks 68, pp. 148-178, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Zisheng Wu, Bingo Wing-Kuen Ling |
Data imputation via conditional generative adversarial network with fuzzy c mean membership based loss term. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Appl. Intell. ![In: Appl. Intell. 52(6), pp. 5912-5921, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Bohnishikha Halder, Md. Manjur Ahmed, Toshiyuki Amagasa, Nor Ashidi Mat Isa, Rahat Hossain Faisal, Md. Mostafijur Rahman |
Missing information in imbalanced data stream: fuzzy adaptive imputation approach. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Appl. Intell. ![In: Appl. Intell. 52(5), pp. 5561-5583, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Jinlong Li, Lunhui Xu, Ruonan Li, Pan Wu, Zilin Huang |
Deep spatial-temporal bi-directional residual optimisation based on tensor decomposition for traffic data imputation on urban road network. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Appl. Intell. ![In: Appl. Intell. 52(10), pp. 11363-11381, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Guoqing Chao, Songtao Wang, Shiming Yang, Chunshan Li, Dianhui Chu |
Incomplete multi-view clustering with multiple imputation and ensemble clustering. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Appl. Intell. ![In: Appl. Intell. 52(13), pp. 14811-14821, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Riasat Azim, Shulin Wang, Shoaib Ahmed Dipu |
CDSImpute: An ensemble similarity imputation method for single-cell RNA sequence dropouts. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Comput. Biol. Medicine ![In: Comput. Biol. Medicine 146, pp. 105658, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Zhaotao Wu, Jia Wei, Jiabing Wang, Rui Li 0002 |
Slice imputation: Multiple intermediate slices interpolation for anisotropic 3D medical image segmentation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Comput. Biol. Medicine ![In: Comput. Biol. Medicine 147, pp. 105667, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Junlin Xu, Lingyu Cui, Jujuan Zhuang, Yajie Meng, Pingping Bing, Binsheng He, Geng Tian, Choi Kwok Pui, Taoyang Wu, Bing Wang, Jialiang Yang |
Evaluating the performance of dropout imputation and clustering methods for single-cell RNA sequencing data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Comput. Biol. Medicine ![In: Comput. Biol. Medicine 146, pp. 105697, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Shatha Awawdeh, Hossam Faris, Hazem Hiary |
EvoImputer: An evolutionary approach for Missing Data Imputation and feature selection in the context of supervised learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Knowl. Based Syst. ![In: Knowl. Based Syst. 236, pp. 107734, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Wei-Chao Lin, Chih-Fong Tsai, Jia Rong Zhong |
Deep learning for missing value imputation of continuous data and the effect of data discretization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Knowl. Based Syst. ![In: Knowl. Based Syst. 239, pp. 108079, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Manar D. Samad, Sakib Abrar, Norou Diawara |
Missing value estimation using clustering and deep learning within multiple imputation framework. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Knowl. Based Syst. ![In: Knowl. Based Syst. 249, pp. 108968, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Miriam Seoane Santos, Pedro Henriques Abreu, Alberto Fernández 0001, Julián Luengo, João A. M. Santos |
The impact of heterogeneous distance functions on missing data imputation and classification performance. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Eng. Appl. Artif. Intell. ![In: Eng. Appl. Artif. Intell. 111, pp. 104791, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Qingjian Ni, Xuehan Cao |
MBGAN: An improved generative adversarial network with multi-head self-attention and bidirectional RNN for time series imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Eng. Appl. Artif. Intell. ![In: Eng. Appl. Artif. Intell. 115, pp. 105232, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Shivani Batra, Rohan Khurana, Mohammad Zubair Khan, Wadii Boulila, Anis Koubaa, Prakash Srivastava |
A Pragmatic Ensemble Strategy for Missing Values Imputation in Health Records. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Entropy ![In: Entropy 24(4), pp. 533, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Mayu Tada, Natsumi Suzuki, Yoshifumi Okada |
Missing Value Imputation Method for Multiclass Matrix Data Based on Closed Itemset. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Entropy ![In: Entropy 24(2), pp. 286, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Yurui Li 0002, Mingjing Du, Sheng He |
Attention-Based Sequence-to-Sequence Model for Time Series Imputation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Entropy ![In: Entropy 24(12), pp. 1798, December 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Xiaomeng Zheng, Bogdan Dumitrescu, Jiamou Liu, Ciprian Doru Giurcaneanu |
Multivariate Time Series Imputation: An Approach Based on Dictionary Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Entropy ![In: Entropy 24(8), pp. 1057, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Burim Ramosaj, Justus Tulowietzki, Markus Pauly |
On the Relation between Prediction and Imputation Accuracy under Missing Covariates. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Entropy ![In: Entropy 24(3), pp. 386, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Tomaz Turk, Mitja Cok |
Exact analytical grossing up computation as data imputation technique in Mathematica. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Softw. Impacts ![In: Softw. Impacts 13, pp. 100380, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Caroline Svahn, Oleg Sysoev |
Selective Imputation of Covariates in High Dimensional Censored Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Comput. Graph. Stat. ![In: J. Comput. Graph. Stat. 31(4), pp. 1397-1405, October 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Hu Pan, Zhiwei Ye, Qiyi He, Chunyan Yan, Jianyu Yuan, Xudong Lai, Jun Su, Ruihan Li |
Discrete Missing Data Imputation Using Multilayer Perceptron and Momentum Gradient Descent. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Sensors ![In: Sensors 22(15), pp. 5645, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Niamh McCombe, Shuo Liu, Xuemei Ding, Girijesh Prasad, Magda Bucholc, David P. Finn, Stephen Todd, Paula L. McClean, KongFatt Wong-Lin |
Practical Strategies for Extreme Missing Data Imputation in Dementia Diagnosis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE J. Biomed. Health Informatics ![In: IEEE J. Biomed. Health Informatics 26(2), pp. 818-827, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Xingyu Gao, Feng Shi 0001, Dinggang Shen, Manhua Liu |
Task-Induced Pyramid and Attention GAN for Multimodal Brain Image Imputation and Classification in Alzheimer's Disease. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE J. Biomed. Health Informatics ![In: IEEE J. Biomed. Health Informatics 26(1), pp. 36-43, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Ricardo Cardoso Pereira, Pedro Henriques Abreu, Pedro Pereira Rodrigues |
Partial Multiple Imputation With Variational Autoencoders: Tackling Not at Randomness in Healthcare Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE J. Biomed. Health Informatics ![In: IEEE J. Biomed. Health Informatics 26(8), pp. 4218-4227, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Jing Qi, Yang Zhou, Zicen Zhao, Shuilin Jin |
Correction: SDImpute: A statistical block imputation method based on cell-level and gene-level information for dropouts in single-cell RNA-seq data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PLoS Comput. Biol. ![In: PLoS Comput. Biol. 18(1), 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Genelle F. Harrison, Laura Ann Leaton, Erica A. Harrison, Katherine M. Kichula, Marte K. Viken, Jonathan Shortt, Christopher R. Gignoux, Benedicte A. Lie, Damjan Vukcevic, Stephen Leslie, Paul J. Norman |
Allele imputation for the killer cell immunoglobulin-like receptor KIR3DL1/S1. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PLoS Comput. Biol. ![In: PLoS Comput. Biol. 18(2), 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Zhi Ming Xu, Sina Rüeger, Michaela Zwyer, Daniela Brites, Hellen Hiza, Miriam Reinhard, Liliana K. Rutaihwa, Sonia Borrell, Faima Isihaka, Hosiana Temba, Thomas Maroa, Rastard Naftari, Jerry Hella, Mohamed Sasamalo, Klaus Reither, Damien Portevin, Sebastien Gagneux, Jacques Fellay |
Using population-specific add-on polymorphisms to improve genotype imputation in underrepresented populations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PLoS Comput. Biol. ![In: PLoS Comput. Biol. 18(1), 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Marie Chion, Christine Carapito, Frédéric Bertrand |
Accounting for multiple imputation-induced variability for differential analysis in mass spectrometry-based label-free quantitative proteomics. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PLoS Comput. Biol. ![In: PLoS Comput. Biol. 18(8), 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
12 | Ana Carolina Leote, Xiaohui Wu, Andreas Beyer |
Regulatory network-based imputation of dropouts in single-cell RNA sequencing data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PLoS Comput. Biol. ![In: PLoS Comput. Biol. 18(2), 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
|
|