Data Processing Publications

Publications in Data Processing

Explore the most influential research papers and scholarly works that have shaped Data Processing. Use the concept filter below to focus on a specific sub-area of research.

Data Processing

1.6K

Publications

120.9K

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
The SILVA ribosomal RNA gene database project: improved data processing and web-based tools Christian Quast, Elmar Pruesse, Pelin Yilmaz, Nucleic Acids Research Ribosomal RnaGeneticsGenomicsSequence AlignmentArchaea	2012	32.2K
DPABI: Data Processing & Analysis for (Resting-State) Brain Imaging Chao‐Gan Yan, Xindi Wang, Xi‐Nian Zuo, Neuroinformatics Data ProcessingBrain AnalysisBiomedical ImagingNeuroimagingNeuroscience	2016	3.6K
Data processing and analysis with the<i>autoPROC</i>toolbox Clemens Vonrhein, Claus Flensburg, Peter M. Keller, Acta Crystallographica Section D Biological Crystallography Typical Diffraction ExperimentEngineeringSoftware EngineeringElectron DiffractionSoftware Analysis	2011	2K
Toward Scalable Systems for Big Data Analytics: A Technology Tutorial Han Hu, Yonggang Wen, Tat‐Seng Chua, IEEE Access EngineeringBig Data AnalyticsBig Data StorageBig Data InfrastructureBig Data Processing	2014	1.1K
A review: Data pre-processing and data augmentation techniques Kiran Kishor Maharana, Surajit Mondal, Bhushankumar Nemade Global Transitions Proceedings EngineeringMachine LearningMachine Learning ToolData PreparationPre-training	2022	1.1K
Machine Learning With Big Data: Challenges and Approaches Alexandra L’Heureux, Katarina Grolinger, Hany F. ElYamany, IEEE Access Artificial IntelligenceEngineeringMachine LearningBig Data AnalyticsDecision Analytics	2017	1K
Scaling Distributed Machine Learning with the Parameter Server Mu Li EngineeringMachine LearningInformation ProcessingDistributed Ai SystemSemantic Web	2014	982
A formal definition of Big Data based on its essential features Andrea De Mauro, Marco Greco, Michele Grimaldi Library Review EngineeringBig Data AnalyticsBig Data StorageSemantic WebEssential Features	2016	899
A survey of machine learning for big data processing Junfei Qiu, Qihui Wu, Guoru Ding, EURASIP Journal on Advances in Signal Processing Artificial IntelligenceBig Data AcquisitionData ProcessingEngineeringMachine Learning	2016	876
Big Data and cloud computing: innovation opportunities and challenges Chaowei Yang, Qunying Huang, Zhenlong Li, International Journal of Digital Earth EngineeringInformation ProcessingBig Data AnalyticsBig Data StorageBig Data Infrastructure	2016	802
Big Data Analysis with Signal Processing on Graphs: Representation and processing of massive data sets with irregular structure Aliaksei Sandryhaila, José M. F. Moura IEEE Signal Processing Magazine Graph SparsityEngineeringNetwork AnalysisGraph Signal ProcessingGraph Database	2014	775
Statistical practice in high-throughput screening data analysis Nathalie Malo, James A. Hanley, Sonia Cerquozzi, Nature Biotechnology Data ProcessingEngineeringStatistical PracticeData MiningData Preparation	2006	712

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