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Frontiers in Big Data

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Your prioritized action plan

Ordered by how many DOIs each fix touches — start here, not with every error at once.

1

Attach ORCID iDs across 758 articles

ORCID iDs strengthen author disambiguation and institutional reporting.

High impact758 DOIs
2

Add abstracts to 152 articles

Abstracts are what surface your work in Google Scholar, Dimensions, and OpenAlex.

Low impact152 DOIs
3

Deposit reference lists for 38 records

Deposited references power Crossref's Cited-by links between your articles and the literature.

Low impact38 DOIs

DOIs for this ISSN

Showing the top 5 of 758 DOIs, ordered by correction priority.

# Title Missing Priority Citations
1 Social Data: Biases, Methodological Pitfalls, and Ethical Bo… (10.3389/fdata.2019.00013)
Abstract ORCID
133.93 476
2 AI in Healthcare: Time-Series Forecasting Using Statistical,… (10.3389/fdata.2020.00004)
Abstract ORCID
111.65 170
3 Open Science, Open Data, and Open Scholarship: European Poli… (10.3389/fdata.2019.00043)
Abstract ORCID
109.79 156
4 Improving Diagnosis of Depression With XGBOOST Machine Learn… (10.3389/fdata.2020.00015)
Abstract ORCID
103.59 117
5 Novel Computational Approach to Predict Off-Target Interacti… (10.3389/fdata.2019.00025)
Abstract ORCID
102.27 110
6 A Review of Microsoft Academic Services for Science of Scien… (10.3389/fdata.2019.00045)
Abstract ORCID
101.06 104
7 Tropical Cyclone Track Forecasting Using Fused Deep Learning… (10.3389/fdata.2020.00001)
Abstract ORCID
99.78 98
8 Algorithmic Profiling of Job Seekers in Austria: How Austeri… (10.3389/fdata.2020.00005)
Abstract ORCID
99.34 96
9 Machine Learning and Artificial Intelligence: Two Fellow Tra… (10.3389/fdata.2018.00006)
Abstract ORCID
97.71 89
10 Statistical Disease Progression Modeling in Alzheimer Diseas… (10.3389/fdata.2020.00024)
Abstract ORCID
94.88 78
11 Agricultural Drought Monitoring via the Assimilation of SMAP… (10.3389/fdata.2020.00010)
Abstract ORCID
94.60 77
12 Deep Representation Learning for Social Network Analysis (10.3389/fdata.2019.00002)
Abstract ORCID
94.32 76
13 Making Big Sense From Big Data (10.3389/fdata.2018.00005)
Abstract References ORCID
92.28 16
14 Robust Machine Learning for Colorectal Cancer Risk Predictio… (10.3389/fdata.2020.00006)
Abstract ORCID
88.91 59
15 Embodied Predictions, Agency, and Psychosis (10.3389/fdata.2020.00027)
Abstract ORCID
87.02 54
16 Deep Learning Optimizes Data-Driven Representation of Soil O… (10.3389/fdata.2020.00017)
Abstract ORCID
85.80 51
17 A New Optical Remote Sensing Technique for High-Resolution M… (10.3389/fdata.2019.00037)
Abstract ORCID
84.95 49
18 A Digital Nudge to Counter Confirmation Bias (10.3389/fdata.2019.00011)
Abstract ORCID
83.60 46
19 Identifying Dynamic Memory Effects on Vegetation State Using… (10.3389/fdata.2019.00031)
Abstract ORCID
82.66 44
20 The ADC API: A Web API for the Programmatic Query of the AIR… (10.3389/fdata.2020.00022)
Abstract ORCID
81.67 42
21 Deep Neural Networks for Optimal Team Composition (10.3389/fdata.2019.00014)
Abstract ORCID
81.16 41
22 AI for Not Bad (10.3389/fdata.2019.00032)
Abstract ORCID
81.16 41
23 Theory In, Theory Out: The Uses of Social Theory in Machine… (10.3389/fdata.2020.00018)
Abstract ORCID
81.16 41
24 Next-Generation Digital Ecosystem for Climate Data Mining an… (10.3389/fdata.2020.00029)
Abstract ORCID
80.64 40
25 Use of Machine Learning to Detect Wildlife Product Promotion… (10.3389/fdata.2019.00028)
Abstract ORCID
78.99 37
26 TGx-DDI, a Transcriptomic Biomarker for Genotoxicity Hazard… (10.3389/fdata.2019.00036)
Abstract ORCID
78.99 37
27 The Datafication of Hate: Expectations and Challenges in Aut… (10.3389/fdata.2020.00003)
Abstract ORCID
78.41 36
28 Considerations for a More Ethical Approach to Data in AI: On… (10.3389/fdata.2020.00025)
Abstract ORCID
78.41 36
29 Including Vulnerable Populations in the Assessment of Data F… (10.3389/fdata.2019.00019)
Abstract ORCID
77.20 34
30 The Human Blood Transcriptome in a Large Population Cohort a… (10.3389/fdata.2020.548873)
Abstract ORCID
77.20 34
31 Accelerating Physics-Based Simulations Using End-to-End Neur… (10.3389/fdata.2019.00033)
Abstract ORCID
76.57 33
32 Dashboard of Sentiment in Austrian Social Media During COVID… (10.3389/fdata.2020.00032)
Abstract ORCID
76.57 33
33 Variational Autoencoder Modular Bayesian Networks for Simula… (10.3389/fdata.2020.00016)
Abstract ORCID
75.93 32
34 Reflections on Gender Analyses of Bibliographic Corpora (10.3389/fdata.2019.00029)
Abstract ORCID
75.26 31
35 Research Challenges at the Intersection of Big Data, Securit… (10.3389/fdata.2019.00001)
Abstract ORCID
69.90 24
36 Matching Cases and Controls Using SAS® Software (10.3389/fdata.2019.00004)
Abstract ORCID
69.90 24
37 Spatial Pattern and Environmental Drivers of Acid Phosphatas… (10.3389/fdata.2019.00051)
Abstract ORCID
69.90 24
38 Vulnerabilities of Connectionist AI Applications: Evaluation… (10.3389/fdata.2020.00023)
Abstract ORCID
69.90 24
39 Big Data and the Little Big Bang: An Epistemological (R)evol… (10.3389/fdata.2020.00031)
Abstract ORCID
69.90 24
40 Principles and Practice of Explainable Machine Learning (10.3389/fdata.2021.688969)
ORCID
68.69 558
41 Misc-GAN: A Multi-scale Generative Model for Graphs (10.3389/fdata.2019.00003)
Abstract ORCID
67.12 21
42 FoodKG: A Tool to Enrich Knowledge Graphs Using Machine Lear… (10.3389/fdata.2020.00012)
Abstract ORCID
67.12 21
43 Reducing Annotation Burden Through Multimodal Learning (10.3389/fdata.2020.00019)
Abstract ORCID
67.12 21
44 The Role of Cue Utilization and Cognitive Load in the Recogn… (10.3389/fdata.2020.546860)
Abstract ORCID
67.12 21
45 Assessment of Drug-Induced Toxicity Biomarkers in the Brain… (10.3389/fdata.2019.00023)
Abstract ORCID
66.11 20
46 Variable Rate Irrigation of Maize and Soybean in West-Centra… (10.3389/fdata.2019.00034)
Abstract ORCID
66.11 20
47 LocationSpark: In-memory Distributed Spatial Query Processin… (10.3389/fdata.2020.00030)
Abstract ORCID
66.11 20
48 Social Media Big Data: The Good, The Bad, and the Ugly (Un)t… (10.3389/fdata.2021.623794)
Abstract ORCID
63.94 18
49 Editorial: Smart cities challenges, technologies and trends (10.3389/fdata.2023.1258051)
Abstract References ORCID
63.38 6
50 The Agile Deployment of Machine Learning Models in Healthcar… (10.3389/fdata.2018.00007)
Abstract ORCID
62.76 17