Citation Impact
Citing Papers
The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation
2021 Standout
The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation
2020 Standout
Classification of Parkinson’s disease and essential tremor based on balance and gait characteristics from wearable motion sensors via machine learning techniques: a data-driven approach
2020
Automated parameterisation for multi-scale image segmentation on multiple layers
2014 Standout
Object-oriented mapping of landslides using Random Forests
2011
Triple-negative breast cancer molecular subtyping and treatment progress
2020 Standout
Mobility, Continence, and Life Expectancy in Persons with ASIA Impairment Scale Grade D Spinal Cord Injuries
2014
Traumatic Spinal Cord Injury: An Overview of Pathophysiology, Models and Acute Injury Mechanisms
2019 Standout
A systematic study of the class imbalance problem in convolutional neural networks
2018 Standout
Ensemble-based hybrid probabilistic sampling for imbalanced data learning in lung nodule CAD
2013
Long Noncoding RNAs in Cancer Pathways
2016 Standout
An efficient algorithm coupled with synthetic minority over-sampling technique to classify imbalanced PubChem BioAssay data
2013
Class-imbalanced classifiers for high-dimensional data
2012
CURE-SMOTE algorithm and hybrid algorithm for feature selection and parameter optimization based on random forests
2017
Deep learning in histopathology: the path to the clinic
2021 Standout
GIS-based groundwater potential mapping using boosted regression tree, classification and regression tree, and random forest machine learning models in Iran
2015 Standout
Myasthenia gravis
2019 Standout
Predicting diabetes mellitus using SMOTE and ensemble machine learning approach: The Henry Ford ExercIse Testing (FIT) project
2017
Gain of hTERC: a genetic marker of malignancy in oral potentially malignant lesions
2015
A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models
2019 Standout
End-to-end design of wearable sensors
2022 Standout
Review of deep learning: concepts, CNN architectures, challenges, applications, future directions
2021 Standout
An AUC-based permutation variable importance measure for random forests
2013
Repetitive nerve stimulation often fails to detect abnormal decrement in acute severe generalized Myasthenia Gravis
2016
An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics
2013 Standout
A review of statistically-based landslide susceptibility models
2018 Standout
Big Data technologies: A survey
2017 Standout
Deep Learning-Based Gleason Grading of Prostate Cancer From Histopathology Images—Role of Multiscale Decision Aggregation and Data Augmentation
2019
Factors affecting citation rates of research articles
2014
A comparison between ten advanced and soft computing models for groundwater qanat potential assessment in Iran using R and GIS
2017 Standout
A bias correction function for classification performance assessment in two-class imbalanced problems
2014
Artificial intelligence, bias and clinical safety
2019 Standout
Science of science
2018 StandoutScience
Imbalanced Protein Data Classification Using Ensemble FTM-SVM
2015
Tree Species Abundance Predictions in a Tropical Agricultural Landscape with a Supervised Classification Model and Imbalanced Data
2016
An alternative SMOTE oversampling strategy for high-dimensional datasets
2018
Team size matters: Collaboration and scientific impact since 1900
2014
A random forest guided tour
2016 Standout
Molecular subtypes of triple-negative breast cancer in women of different race and ethnicity
2019
Improving imbalanced learning through a heuristic oversampling method based on k-means and SMOTE
2018 Standout
Enhancing environmental sustainability over building life cycles through green BIM: A review
2015 Standout
A survey on object detection in optical remote sensing images
2016 Standout
Effective data generation for imbalanced learning using conditional generative adversarial networks
2017 Standout
Learning from class-imbalanced data: Review of methods and applications
2016 Standout
Learning from imbalanced data: open challenges and future directions
2016 Standout
ACOSampling: An ant colony optimization-based undersampling method for classifying imbalanced DNA microarray data
2012
ROSEFW-RF: The winner algorithm for the ECBDL’14 big data competition: An extremely imbalanced big data bioinformatics problem
2015
Overview of random forest methodology and practical guidance with emphasis on computational biology and bioinformatics
2012
Predictors of public climate change awareness and risk perception around the world
2015 Standout
ADMETlab 2.0: an integrated online platform for accurate and comprehensive predictions of ADMET properties
2021 Standout
Random forest in remote sensing: A review of applications and future directions
2016 Standout
Feature selection for high-dimensional class-imbalanced data sets using Support Vector Machines
2014
SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary
2018 Standout
Variable importance analysis: A comprehensive review
2015 Standout
Sample Subset Optimization Techniques for Imbalanced and Ensemble Learning Problems in Bioinformatics Applications
2013
Stroke Risk Prediction with Machine Learning Techniques
2022 Standout
Assessment of research fields in Scopus and Web of Science in the view of national research evaluation in Slovenia
2013
Factors affecting number of citations: a comprehensive review of the literature
2016 Standout
Works of Rok Blagus being referenced
Improved shrunken centroid classifiers for high-dimensional class-imbalanced data
2013
Class prediction for high-dimensional class-imbalanced data
2010
Joint use of over- and under-sampling techniques and cross-validation for the development and assessment of prediction models
2015
SMOTE for high-dimensional class-imbalanced data
2013
Stroke patients who regain urinary continence in the first week after acute first‐ever stroke have better prognosis than patients with persistent lower urinary tract dysfunction
2011
Effects of international collaboration and status of journal on impact of papers
2012
Gradient boosting for high-dimensional prediction of rare events
2016
Evaluation of a new grading system for laryngeal squamous intraepithelial lesions—a proposed unified classification
2014
Single fiber EMG as a prognostic tool in myasthenia gravis
2016