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

#TitleJournalYearCitations
1Learning from imbalanced data: open challenges and future directionsProgress in Artificial Intelligence20161,413
2Convolutional neural network: a review of models, methodologies and applications to object detectionProgress in Artificial Intelligence2020506
3Learning from streaming data with concept drift and imbalance: an overviewProgress in Artificial Intelligence2012199
4Event labeling combining ensemble detectors and background knowledgeProgress in Artificial Intelligence2014161
5Binary relevance efficacy for multilabel classificationProgress in Artificial Intelligence2012155
6A survey of methods for distributed machine learningProgress in Artificial Intelligence2013137
7A survey on Bayesian network structure learning from dataProgress in Artificial Intelligence2019132
8A survey on learning from data streams: current and future trendsProgress in Artificial Intelligence2012113
9A review on estimation of distribution algorithms in permutation-based combinatorial optimization problemsProgress in Artificial Intelligence2012100
10Feature selection for high-dimensional dataProgress in Artificial Intelligence201697
11A comparative analysis of multi-criteria decision-making methodsProgress in Artificial Intelligence201690
12A review on the self and dual interactions between machine learning and optimisationProgress in Artificial Intelligence201957
13Improving financial bankruptcy prediction in a highly imbalanced class distribution using oversampling and ensemble learning: a case from the Spanish marketProgress in Artificial Intelligence202054
14A review on the coral reefs optimization algorithm: new development lines and current applicationsProgress in Artificial Intelligence201752
15A new approach for the vanishing gradient problem on sigmoid activationProgress in Artificial Intelligence202052
16Instance selection improves geometric mean accuracy: a study on imbalanced data classificationProgress in Artificial Intelligence201945
17Surrounding neighborhood-based SMOTE for learning from imbalanced data setsProgress in Artificial Intelligence201241
18A comprehensive review on nature inspired computing algorithms for the diagnosis of chronic disorders in human beingsProgress in Artificial Intelligence201938
19A genetic algorithm for robust berth allocation and quay crane assignmentProgress in Artificial Intelligence201437
20Agreement technologies and their use in cloud computing environmentsProgress in Artificial Intelligence201235
21Study and classification of plum varieties using image analysis and deep learning techniquesProgress in Artificial Intelligence201835
22A refined method of forecasting based on high-order intuitionistic fuzzy time series dataProgress in Artificial Intelligence201834
23Scaling up data mining algorithms: review and taxonomyProgress in Artificial Intelligence201229
24Heart: a novel optimization algorithm for cluster analysisProgress in Artificial Intelligence201429
25A snapshot on nonstandard supervised learning problems: taxonomy, relationships, problem transformations and algorithm adaptationsProgress in Artificial Intelligence201929
26Learning similarity measures from dataProgress in Artificial Intelligence202029
27Ranking-based MCDM models in financial management applications: analysis and emerging challengesProgress in Artificial Intelligence202028
28Undersampled $$K$$ K -means approach for handling imbalanced distributed dataProgress in Artificial Intelligence201427
29A charged system search approach for data clusteringProgress in Artificial Intelligence201426
30Path planning of a mobile robot in a free-space environment using Q-learningProgress in Artificial Intelligence201926
31Transportation problem with interval-valued intuitionistic fuzzy sets: impact of a new rankingProgress in Artificial Intelligence202126
32Interval feature extraction for classification of event-related potentials (ERP) in EEG data analysisProgress in Artificial Intelligence201325
33Development of a clinical decision support system for antibiotic management in a hospital environmentProgress in Artificial Intelligence201625
34A chaotic and hybrid gray wolf-whale algorithm for solving continuous optimization problemsProgress in Artificial Intelligence202125
35Learning domain structure through probabilistic policy reuse in reinforcement learningProgress in Artificial Intelligence201324
36MR-DIS: democratic instance selection for big data by MapReduceProgress in Artificial Intelligence201724
37Using frame-based resources for sentiment analysis within the financial domainProgress in Artificial Intelligence201824
38Accuracy–diversity based pruning of classifier ensemblesProgress in Artificial Intelligence201423
39Multi-label classification from high-speed data streams with adaptive model rules and random rulesProgress in Artificial Intelligence201823
40Semantic textual similarity between sentences using bilingual word semanticsProgress in Artificial Intelligence201923
41The quest for the optimal class distribution: an approach for enhancing the effectiveness of learning via resampling methods for imbalanced data setsProgress in Artificial Intelligence201321
42Can artificial intelligence benefit from quantum computing?Progress in Artificial Intelligence201521
43A deep learning model for innovative evaluation of ideological and political learningProgress in Artificial Intelligence202321
44Data mining for software engineering and humans in the loopProgress in Artificial Intelligence201620
45Using simheuristics to promote horizontal collaboration in stochastic city logisticsProgress in Artificial Intelligence201720
46Why is quantification an interesting learning problem?Progress in Artificial Intelligence201720
47Review-aggregated aspect-based sentiment analysis with ontology featuresProgress in Artificial Intelligence201820
48Current prospects on ordinal and monotonic classificationProgress in Artificial Intelligence201619
49An approach to validity indices for clustering techniques in Big DataProgress in Artificial Intelligence201819
50Cost-sensitive ensemble methods for bankruptcy prediction in a highly imbalanced data distribution: a real case from the Spanish marketProgress in Artificial Intelligence202019