1756-0381

BioData Mining

Springer (Biomed Central Ltd.)

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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 496 articles

ORCID iDs strengthen author disambiguation and institutional reporting.

High impact496 DOIs
2

Add abstracts to 435 articles

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High impact435 DOIs
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Add license metadata to 41 records

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Low impact41 DOIs

DOIs for this ISSN

Showing the top 5 of 680 DOIs, ordered by correction priority.

# Title Missing Priority Citations
1 Meta-analytic support vector machine for integrating multipl… (10.1186/s13040-017-0126-8)
Abstract ORCID License
157.01 123
2 EFS: an ensemble feature selection tool implemented as R-pac… (10.1186/s13040-017-0142-8)
Abstract ORCID License
142.32 78
3 Ten quick tips for machine learning in computational biology (10.1186/s13040-017-0155-3)
Abstract License
141.91 688
4 Using graph theory to analyze biological networks (10.1186/1756-0381-4-10)
Abstract ORCID
139.30 610
5 Performance of genetic programming optimised Bowtie2 on geno… (10.1186/s13040-014-0034-0)
Abstract ORCID
137.64 565
6 epiACO - a method for identifying epistasis based on ant Col… (10.1186/s13040-017-0143-7)
Abstract ORCID License
134.95 62
7 r2VIM: A new variable selection method for random forests in… (10.1186/s13040-016-0087-3)
Abstract ORCID License
129.93 53
8 Visualising associations between paired ‘omics’ data sets (10.1186/1756-0381-5-19)
Abstract ORCID
121.41 267
9 PMLB: a large benchmark suite for machine learning evaluatio… (10.1186/s13040-017-0154-4)
Abstract ORCID
121.41 267
10 Elevated transcriptional levels of aldolase A (ALDOA) associ… (10.1186/s13040-016-0122-4)
Abstract ORCID License
119.33 38
11 Accurate prediction of protein relative solvent accessibilit… (10.1186/s13040-016-0121-5)
Abstract ORCID License
113.89 32
12 SePIA: RNA and small RNA sequence processing, integration, a… (10.1186/s13040-016-0099-z)
Abstract ORCID License
112.89 31
13 Exploiting HIV-1 protease and reverse transcriptase cross-re… (10.1186/s13040-016-0089-1)
Abstract ORCID License
111.85 30
14 A survey of visualization tools for biological network analy… (10.1186/1756-0381-1-12)
Abstract ORCID
111.27 167
15 DA DA: Degree-Aware Algorithms for Network-Based Disease Gen… (10.1186/1756-0381-4-19)
Abstract ORCID
108.80 149
16 A feature selection method based on multiple kernel learning… (10.1186/s13040-017-0124-x)
Abstract ORCID License
108.54 27
17 ViSEAGO: a Bioconductor package for clustering biological fu… (10.1186/s13040-019-0204-1)
Abstract ORCID
107.61 141
18 LVQ-SMOTE – Learning Vector Quantization based Synthetic Min… (10.1186/1756-0381-6-16)
Abstract ORCID
106.03 131
19 Identifying time-delayed gene regulatory networks via an evo… (10.1186/s13040-017-0146-4)
Abstract ORCID License
103.52 23
20 Applications of the MapReduce programming framework to clini… (10.1186/1756-0381-7-22)
Abstract ORCID
100.85 103
21 An adaptive permutation approach for genome-wide association… (10.1186/1756-0381-7-9)
Abstract ORCID
97.95 90
22 Representing and querying disease networks using graph datab… (10.1186/s13040-016-0102-8)
Abstract ORCID
97.71 89
23 Machine learning algorithms for mode-of-action classificatio… (10.1186/s13040-016-0098-0)
Abstract ORCID License
97.58 19
24 Vinasse fertirrigation alters soil resistome dynamics: an an… (10.1186/s13040-017-0138-4)
Abstract ORCID License
95.91 18
25 Encodings and models for antimicrobial peptide classificatio… (10.1186/s13040-019-0196-x)
Abstract ORCID
95.69 81
26 Supervised DNA Barcodes species classification: analysis, co… (10.1186/1756-0381-7-4)
Abstract ORCID
95.15 79
27 nRC: non-coding RNA Classifier based on structural features (10.1186/s13040-017-0148-2)
Abstract License
94.88 78
28 Network-based multi-omics integrative analysis methods in dr… (10.1186/s13040-025-00442-z)
Abstract ORCID
94.04 75
29 ATHENA: Identifying interactions between different levels of… (10.1186/1756-0381-6-23)
Abstract ORCID
92.56 70
30 Data integration to prioritize drugs using genomics and cura… (10.1186/s13040-016-0097-1)
Abstract ORCID License
92.28 16
31 Prediction of protein solvent accessibility using PSO-SVR wi… (10.1186/s13040-014-0031-3)
Abstract ORCID License
90.31 15
32 A review of estimation of distribution algorithms in bioinfo… (10.1186/1756-0381-1-6)
Abstract ORCID
89.27 60
33 Comprehensive analysis of human microRNA target networks (10.1186/1756-0381-4-17)
Abstract ORCID
89.27 60
34 Mining SOM expression portraits: feature selection and integ… (10.1186/1756-0381-5-18)
Abstract ORCID
88.17 57
35 A biclustering algorithm based on a Bicluster Enumeration Tr… (10.1186/1756-0381-2-9)
Abstract ORCID
87.79 56
36 CardioGxE, a catalog of gene-environment interactions for ca… (10.1186/1756-0381-7-21)
Abstract ORCID
87.79 56
37 Detecting gene-gene interactions using a permutation-based r… (10.1186/s13040-016-0093-5)
Abstract ORCID
87.79 56
38 Open challenges and opportunities in federated foundation mo… (10.1186/s13040-024-00414-9)
Abstract ORCID
85.38 50
39 XGBoost-enhanced ensemble model using discriminative hybrid… (10.1186/s13040-024-00415-8)
Abstract ORCID
84.95 49
40 Biclustering of Gene Expression Data by Correlation-Based Sc… (10.1186/1756-0381-4-3)
Abstract ORCID
83.60 46
41 Robust normalization protocols for multiplexed fluorescence… (10.1186/s13040-016-0088-2)
Abstract ORCID License
83.55 12
42 Compensation of feature selection biases accompanied with im… (10.1186/s13040-016-0114-4)
Abstract ORCID
82.66 44
43 Unraveling genomic variation from next generation sequencing… (10.1186/1756-0381-6-13)
Abstract ORCID
81.67 42
44 Synthetic learning machines (10.1186/s13040-014-0028-y)
Abstract ORCID
81.67 42
45 Prediction of donor splice sites using random forest with a… (10.1186/s13040-016-0086-4)
Abstract ORCID
80.10 39
46 Adaptive swarm cluster-based dynamic multi-objective synthet… (10.1186/s13040-016-0117-1)
Abstract ORCID
79.55 38
47 Murine colon proteome and characterization of the protein pa… (10.1186/1756-0381-5-11)
Abstract ORCID
78.99 37
48 Search extension transforms Wiki into a relational system: A… (10.1186/1756-0381-1-7)
Abstract ORCID
78.41 36
49 Using random walks to identify cancer-associated modules in… (10.1186/1756-0381-6-17)
Abstract ORCID
78.41 36
50 Differential co-expression network centrality and machine le… (10.1186/s13040-015-0040-x)
Abstract ORCID
78.41 36