2504-4990

Machine Learning and Knowledge Extraction

MDPI AG

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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 49 articles

ORCID iDs strengthen author disambiguation and institutional reporting.

Low impact49 DOIs
2

Deposit reference lists for 8 records

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

Low impact8 DOIs

DOIs for this ISSN

Showing the top 5 of 810 DOIs, ordered by correction priority.

# Title Missing Priority Citations
1 A Survey on GAN Techniques for Data Augmentation to Address… (10.3390/make5010019)
ORCID
47.98 82
2 Learning to Teach Reinforcement Learning Agents (10.3390/make1010002)
ORCID
41.09 43
3 Machine and Deep Learning Applications to Mouse Dynamics for… (10.3390/make4020023)
ORCID
40.05 39
4 Differentially Private Image Classification Using Support Ve… (10.3390/make1010029)
ORCID
38.91 35
5 Mapping ESG Trends by Distant Supervision of Neural Language… (10.3390/make2040025)
ORCID
38.60 34
6 Empowering Brain Tumor Diagnosis through Explainable Deep Le… (10.3390/make6040111)
ORCID
37.63 31
7 An Ensemble-Based Multi-Classification Machine Learning Clas… (10.3390/make6010009)
ORCID
36.93 29
8 Multi-Layer Hidden Markov Model Based Intrusion Detection Sy… (10.3390/make1010017)
ORCID
35.37 25
9 Probabilistic Jacobian-Based Saliency Maps Attacks (10.3390/make2040030)
ORCID
34.95 24
10 Effect of Data Representation for Time Series Classification… (10.3390/make1040062)
ORCID
33.56 21
11 Optimal Clustering and Cluster Identity in Understanding Hig… (10.3390/make1020042)
ORCID
31.97 18
12 A Cognitive Load Theory (CLT) Analysis of Machine Learning E… (10.3390/make6030071)
ORCID
31.38 17
13 Confidence Intervals for Class Prevalences under Prior Proba… (10.3390/make1030047)
ORCID
28.65 13
14 Impact of Uncertainty in the Input Variables and Model Param… (10.3390/make2030014)
ORCID
28.65 13
15 Analyzing the Impact of Data Augmentation on the Explainabil… (10.3390/make7010001)
ORCID
28.65 13
16 Skew Class-Balanced Re-Weighting for Unbiased Scene Graph Ge… (10.3390/make5010018)
ORCID
27.85 12
17 Research on Forest Fire Detection Algorithm Based on Improve… (10.3390/make5030039)
ORCID
27.85 12
18 Graph-Based Image Matching for Indoor Localization (10.3390/make1030046)
ORCID
26.98 11
19 Orientation-Encoding CNN for Point Cloud Classification and… (10.3390/make3030031)
ORCID
23.86 8
20 Automatic Feature Selection for Improved Interpretability on… (10.3390/make3010012)
ORCID
22.58 7
21 Counterfactual Models for Fair and Adequate Explanations (10.3390/make4020014)
ORCID
22.58 7
22 Explicit Physics-Informed Deep Learning for Computer-Aided D… (10.3390/make6010019)
ORCID
22.58 7
23 Temporal Relational Graph Convolutional Network Approach to… (10.3390/make6040113)
ORCID
22.58 7
24 Concept Discovery for The Interpretation of Landscape Scenic… (10.3390/make2040022)
ORCID
21.13 6
25 Evidence-Based Regularization for Neural Networks (10.3390/make4040051)
ORCID
21.13 6
26 Knowledge Graphs Representation for Event-Related E-News Art… (10.3390/make3040040)
ORCID
19.45 5
27 Enhancing Computation-Efficiency of Deep Neural Network Proc… (10.3390/make6030070)
ORCID
17.47 4
28 An End-to-End Adaptive Method for Remaining Useful Life Pred… (10.3390/make6040138)
ORCID
17.47 4
29 Acknowledgement to Reviewers of MAKE in 2019 (10.3390/make2010002)
References ORCID
15.05 1
30 SAC-NMF-Driven Graphical Feature Analysis and Applications (10.3390/make2040034)
ORCID
15.05 3
31 Can Principal Component Analysis Be Used to Explore the Rela… (10.3390/make5010015)
ORCID
15.05 3
32 Autoencoder Feature Residuals for Network Intrusion Detectio… (10.3390/make5030046)
ORCID
15.05 3
33 A Novel Approach to Company Bankruptcy Prediction Using Conv… (10.3390/make7030063)
ORCID
15.05 3
34 Representing Human Ethical Requirements in Hybrid Machine Le… (10.3390/make6010027)
ORCID
11.93 2
35 Tree-Structured Model with Unbiased Variable Selection and I… (10.3390/make5020027)
ORCID
7.53 1
36 Adaptive AI Alignment: Established Resources for Aligning Ma… (10.3390/make6040124)
ORCID
7.53 1
37 Bayesian Learning Strategies for Reducing Uncertainty of Dec… (10.3390/make7030106)
ORCID
7.53 1
38 Clustering-Guided Automatic Generation of Algorithms for the… (10.3390/make7040144)
ORCID
7.53 1
39 Kernel-Based Optimal Subspaces (KOS): A Method for Data Clas… (10.3390/make8020052)
ORCID
7.53 1
40 Introduction to MAchine Learning & Knowledge Extraction… (10.3390/make1010001)
0.00 53
41 Category Maps Describe Driving Episodes Recorded with Event… (10.3390/make1010003)
0.00 0
42 A Machine Learning Approach to Determine Oyster Vessel Behav… (10.3390/make1010004)
0.00 8
43 A Survey of ReRAM-Based Architectures for Processing-In-Memo… (10.3390/make1010005)
0.00 160
44 Why Topology for Machine Learning and Knowledge Extraction? (10.3390/make1010006)
0.00 20
45 Phi-Delta-Diagrams: Software Implementation of a Visual Tool… (10.3390/make1010007)
0.00 2
46 Inference of Genome-Scale Gene Regulatory Networks: Are Ther… (10.3390/make1010008)
0.00 3
47 A Machine Learning Perspective on Personalized Medicine: An… (10.3390/make1010009)
0.00 36
48 Particle Swarm Optimization: A Survey of Historical and Rece… (10.3390/make1010010)
0.00 437
49 An Algorithm for Generating Invisible Data Poisoning Using A… (10.3390/make1010011)
0.00 8
50 Exploiting Genomic Relations in Big Data Repositories by Gra… (10.3390/make1010012)
0.00 2