Standout Papers
- Addressing the Curse of Imbalanced Training Sets: One-Sided Selection. (1997)
Citation Impact
Citing Papers
Particle Swarm Optimization Algorithm and Its Applications: A Systematic Review
2022 Standout
Bayesian Co-Training
2011
The foundations of cost-sensitive learning
2001
Improved gRNA secondary structures allow editing of target sites resistant to CRISPR-Cas9 cleavage
2022 StandoutNobel
Differential expression analysis for sequence count data
2010 Standout
Rayyan—a web and mobile app for systematic reviews
2016 Standout
Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network
2018 Standout
The Precision-Recall Plot Is More Informative than the ROC Plot When Evaluating Binary Classifiers on Imbalanced Datasets
2015 Standout
Intrinsically unstructured proteins and their functions
2005 Standout
A systematic study of the class imbalance problem in convolutional neural networks
2018 Standout
Exploratory Undersampling for Class-Imbalance Learning
2008 Standout
CPC: assess the protein-coding potential of transcripts using sequence features and support vector machine
2007 Standout
PRESS Peer Review of Electronic Search Strategies: 2015 Guideline Statement
2016 Standout
High-performance medicine: the convergence of human and artificial intelligence
2018 Standout
Bioinformatics enrichment tools: paths toward the comprehensive functional analysis of large gene lists
2008 Standout
A categorization approach to automated ontological function annotation
2006
A survey on deep learning in medical image analysis
2017 Standout
pROC: an open-source package for R and S+ to analyze and compare ROC curves
2011 Standout
Intrinsically disordered proteins in cellular signalling and regulation
2014 Standout
The importance of intrinsic disorder for protein phosphorylation
2004
Using text mining for study identification in systematic reviews: a systematic review of current approaches
2015
Predicting unit performance by assessing transformational and transactional leadership.
2003 Standout
Erratum to: Using text mining for study identification in systematic reviews: a systematic review of current approaches
2015
Enhancing deep convolutional neural network scheme for breast cancer diagnosis with unlabeled data
2016
De novo design of tyrosine and serine kinase-driven protein switches
2021 StandoutNobel
PhosphoSitePlus, 2014: mutations, PTMs and recalibrations
2014 Standout
The role of artificial intelligence in achieving the Sustainable Development Goals
2020 Standout
An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics
2013 Standout
Additive logistic regression: a statistical view of boosting (With discussion and a rejoinder by the authors)
2000 Standout
Supervised Versus Unsupervised Binary-Learning by Feedforward Neural Networks
2001
Review on applications of particle swarm optimization in solar energy systems
2018
Learning from Imbalanced Data
2009 Standout
Evolutionary Sampling and Software Quality Modeling of High-Assurance Systems
2009
Toward Digitalization of Maritime Transport?
2019 Standout
The state of the art in end-user software engineering
2011 Standout
Robust Classification for Imprecise Environments
2001
An introduction to ROC analysis
2005 Standout
The WEKA data mining software
2009 Standout
Co-training with relevant random subspaces
2010
Data clustering
1999 Standout
Cost-sensitive boosting for classification of imbalanced data
2007 Standout
MWMOTE--Majority Weighted Minority Oversampling Technique for Imbalanced Data Set Learning
2012 Standout
Classifying Software Changes: Clean or Buggy?
2008
A survey on Image Data Augmentation for Deep Learning
2019 Standout
Network-based heuristics for constraint-satisfaction problems
1987
Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference
1988 Standout
Using artificial anomalies to detect unknown and known network intrusions
2004
Very Simple Classification Rules Perform Well on Most Commonly Used Datasets
1993
Research on particle swarm optimization based clustering: A systematic review of literature and techniques
2014
Classification of Intrinsically Disordered Regions and Proteins
2014 Standout
An Integration of Rule Induction and Exemplar-Based Learning for Graded Concepts
1995
A method for characterizing Cas9 variants via a one-million target sequence library of self-targeting sgRNAs
2021
Global genetic learning particle swarm optimization with diversity enhancement by ring topology
2018
Particle Swarm Optimization: A Comprehensive Survey
2022 Standout
SMOTE: Synthetic Minority Over-sampling Technique
2002 Standout
A survey on semi-supervised learning
2019 Standout
Role of Structural Plasticity in Signal Transduction by the Cryptochrome Blue-Light Photoreceptor
2005 StandoutNobel
The future of employment: How susceptible are jobs to computerisation?
2016 Standout
Automatic identification of oil spills on satellite images
2005
Anomaly detection
2009 Standout
Learning in the “Real World”
1998
Data Mining: Practical Machine Learning Tools and Techniques
2011 Standout
Performance of some variable selection methods when multicollinearity is present
2005 Standout
Oil spill detection by satellite remote sensing
2005 Standout
SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary
2018 Standout
Survey on deep learning with class imbalance
2019 Standout
Machine learning in automated text categorization
2002 Standout
Data mining: concepts and techniques
2012 Standout
Multi-Relational Learning, Text Mining, and Semi-Supervised Learning for Functional Genomics
2004
Multimodal Machine Learning: A Survey and Taxonomy
2018 Standout
A review of feature selection techniques in bioinformatics
2007 Standout
Works of Stan Matwin being referenced
Addressing the Curse of Imbalanced Training Sets: One-Sided Selection.
1997 Standout
Email classification with co-training
2011
Feature Engineering for Text Classification
1999
A learner-independent evaluation of the usefulness of statistical phrases for automated text categorization
2001
Building Systematic Reviews Using Automatic Text Classification Techniques
2010
Improving Fishing Pattern Detection from Satellite AIS Using Data Mining and Machine Learning
2016
Exploiting the systematic review protocol for classification of medical abstracts
2010
Intelligent Backtracking in Plan-Based Deduction
1985
A new algorithm for reducing the workload of experts in performing systematic reviews
2010
Learning two-tiered descriptions of flexible concepts: The POSEIDON system
1992
A review on particle swarm optimization algorithm and its variants to clustering high-dimensional data
2013
Performance of SVM and Bayesian classifiers on the systematic review classification task
2010
PROGRAPH: A preliminary report
1985
Machine Learning for the Detection of Oil Spills in Satellite Radar Images
1998
Functional Annotation of Genes Using Hierarchical Text Categorization
2005
Learning Two-Tiered Descriptions of Flexible Concepts: The POSEIDON System
1992