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exaly
›
Journals
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Progress in Artificial Intelligence
›
top-articles
Progress in Artificial Intelligence
5.3
(top 5%)
impact factor
274
(top 50%)
papers
5.1K
(top 20%)
citations
27
(top 20%)
h
-index
5.4
(top 5%)
impact factor
311
all documents
5.5K
doc citations
65
(top 20%)
g
-index
Top Articles
#
Title
Journal
Year
Citations
1
Learning from imbalanced data: open challenges and future directions
Progress in Artificial Intelligence
2016
1,413
2
Convolutional neural network: a review of models, methodologies and applications to object detection
Progress in Artificial Intelligence
2020
506
3
Learning from streaming data with concept drift and imbalance: an overview
Progress in Artificial Intelligence
2012
199
4
Event labeling combining ensemble detectors and background knowledge
Progress in Artificial Intelligence
2014
161
5
Binary relevance efficacy for multilabel classification
Progress in Artificial Intelligence
2012
155
6
A survey of methods for distributed machine learning
Progress in Artificial Intelligence
2013
137
7
A survey on Bayesian network structure learning from data
Progress in Artificial Intelligence
2019
132
8
A survey on learning from data streams: current and future trends
Progress in Artificial Intelligence
2012
113
9
A review on estimation of distribution algorithms in permutation-based combinatorial optimization problems
Progress in Artificial Intelligence
2012
100
10
Feature selection for high-dimensional data
Progress in Artificial Intelligence
2016
97
11
A comparative analysis of multi-criteria decision-making methods
Progress in Artificial Intelligence
2016
90
12
A review on the self and dual interactions between machine learning and optimisation
Progress in Artificial Intelligence
2019
57
13
Improving financial bankruptcy prediction in a highly imbalanced class distribution using oversampling and ensemble learning: a case from the Spanish market
Progress in Artificial Intelligence
2020
54
14
A review on the coral reefs optimization algorithm: new development lines and current applications
Progress in Artificial Intelligence
2017
52
15
A new approach for the vanishing gradient problem on sigmoid activation
Progress in Artificial Intelligence
2020
52
16
Instance selection improves geometric mean accuracy: a study on imbalanced data classification
Progress in Artificial Intelligence
2019
45
17
Surrounding neighborhood-based SMOTE for learning from imbalanced data sets
Progress in Artificial Intelligence
2012
41
18
A comprehensive review on nature inspired computing algorithms for the diagnosis of chronic disorders in human beings
Progress in Artificial Intelligence
2019
38
19
A genetic algorithm for robust berth allocation and quay crane assignment
Progress in Artificial Intelligence
2014
37
20
Agreement technologies and their use in cloud computing environments
Progress in Artificial Intelligence
2012
35
21
Study and classification of plum varieties using image analysis and deep learning techniques
Progress in Artificial Intelligence
2018
35
22
A refined method of forecasting based on high-order intuitionistic fuzzy time series data
Progress in Artificial Intelligence
2018
34
23
Scaling up data mining algorithms: review and taxonomy
Progress in Artificial Intelligence
2012
29
24
Heart: a novel optimization algorithm for cluster analysis
Progress in Artificial Intelligence
2014
29
25
A snapshot on nonstandard supervised learning problems: taxonomy, relationships, problem transformations and algorithm adaptations
Progress in Artificial Intelligence
2019
29
26
Learning similarity measures from data
Progress in Artificial Intelligence
2020
29
27
Ranking-based MCDM models in financial management applications: analysis and emerging challenges
Progress in Artificial Intelligence
2020
28
28
Undersampled $$K$$ K -means approach for handling imbalanced distributed data
Progress in Artificial Intelligence
2014
27
29
A charged system search approach for data clustering
Progress in Artificial Intelligence
2014
26
30
Path planning of a mobile robot in a free-space environment using Q-learning
Progress in Artificial Intelligence
2019
26
31
Transportation problem with interval-valued intuitionistic fuzzy sets: impact of a new ranking
Progress in Artificial Intelligence
2021
26
32
Interval feature extraction for classification of event-related potentials (ERP) in EEG data analysis
Progress in Artificial Intelligence
2013
25
33
Development of a clinical decision support system for antibiotic management in a hospital environment
Progress in Artificial Intelligence
2016
25
34
A chaotic and hybrid gray wolf-whale algorithm for solving continuous optimization problems
Progress in Artificial Intelligence
2021
25
35
Learning domain structure through probabilistic policy reuse in reinforcement learning
Progress in Artificial Intelligence
2013
24
36
MR-DIS: democratic instance selection for big data by MapReduce
Progress in Artificial Intelligence
2017
24
37
Using frame-based resources for sentiment analysis within the financial domain
Progress in Artificial Intelligence
2018
24
38
Accuracy–diversity based pruning of classifier ensembles
Progress in Artificial Intelligence
2014
23
39
Multi-label classification from high-speed data streams with adaptive model rules and random rules
Progress in Artificial Intelligence
2018
23
40
Semantic textual similarity between sentences using bilingual word semantics
Progress in Artificial Intelligence
2019
23
41
The quest for the optimal class distribution: an approach for enhancing the effectiveness of learning via resampling methods for imbalanced data sets
Progress in Artificial Intelligence
2013
21
42
Can artificial intelligence benefit from quantum computing?
Progress in Artificial Intelligence
2015
21
43
A deep learning model for innovative evaluation of ideological and political learning
Progress in Artificial Intelligence
2023
21
44
Data mining for software engineering and humans in the loop
Progress in Artificial Intelligence
2016
20
45
Using simheuristics to promote horizontal collaboration in stochastic city logistics
Progress in Artificial Intelligence
2017
20
46
Why is quantification an interesting learning problem?
Progress in Artificial Intelligence
2017
20
47
Review-aggregated aspect-based sentiment analysis with ontology features
Progress in Artificial Intelligence
2018
20
48
Current prospects on ordinal and monotonic classification
Progress in Artificial Intelligence
2016
19
49
An approach to validity indices for clustering techniques in Big Data
Progress in Artificial Intelligence
2018
19
50
Cost-sensitive ensemble methods for bankruptcy prediction in a highly imbalanced data distribution: a real case from the Spanish market
Progress in Artificial Intelligence
2020
19
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