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SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary

The Journal of artificial intelligence research, 2018-04, Vol.61, p.863-905

2018

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Exploring and exploiting disease interactions from multi-relational gene and phenotype networks

PloS one, 2011-07, Vol.6 (7), p.e22670-e22670

2011

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Predicting terrorist attacks in the United States using localized news data

PloS one, 2022-06, Vol.17 (6), p.e0270681-e0270681

2022

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Social network structure is predictive of health and wellness

PloS one, 2019-06, Vol.14 (6), p.e0217264-e0217264

2019

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On the use of real-world datasets for reaction yield prediction

Chemical science (Cambridge), 2023-05, Vol.14 (19), p.4997-55

2023

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DeepSMOTE: Fusing Deep Learning and SMOTE for Imbalanced Data

IEEE transaction on neural networks and learning systems, 2023-09, Vol.34 (9), p.6390-6404

2023

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Examining the weekend effect across ICU performance metrics

Critical care (London, England), 2019-06, Vol.23 (1), p.207-207, Article 207

2019

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A network's gender composition and communication pattern predict women's leadership success

Proceedings of the National Academy of Sciences - PNAS, 2019-02, Vol.116 (6), p.2033-2038

2019

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SMOTEBoost: Improving prediction of the Minority class in boosting

Lecture notes in computer science, 2003, p.107-119

2003

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Deviations from normal bedtimes are associated with short-term increases in resting heart rate

NPJ digital medicine, 2020-03, Vol.3 (1), p.39-39, Article 39

2020

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Automatically countering imbalance and its empirical relationship to cost

Data mining and knowledge discovery, 2008-10, Vol.17 (2), p.225-252

2008

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Automated epileptic seizure detection using improved correlation-based feature selection with random forest classifier

Neurocomputing (Amsterdam), 2017-06, Vol.241, p.204-214

2017

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Rs12970134 near MC4R is associated with appetite and beverage intake in overweight and obese children: A family-based association study in Chinese population

PloS one, 2017-05, Vol.12 (5), p.e0177983-e0177983

2017

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Recipe Recommendation With Hierarchical Graph Attention Network

Frontiers in big data, 2022-01, Vol.4, p.778417-778417

2022

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Bringing Big Data to Personalized Healthcare: A Patient-Centered Framework

Journal of general internal medicine, 2013-09, Vol.28 (Suppl 3), p.660-665

2013

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Storing and using health data in a virtual private cloud

Journal of medical Internet research, 2013-03, Vol.15 (3), p.e63-e63

2013

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Efficient modeling of higher-order dependencies in networks: from algorithm to application for anomaly detection

EPJ data science, 2020-06, Vol.9 (1), p.15-22, Article 15

2020

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A community focused approach toward making healthy and affordable daily diet recommendations

Frontiers in big data, 2023, Vol.6, p.1086212-1086212

2023

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Inferring social status and rich club effects in enterprise communication networks

PloS one, 2015-03, Vol.10 (3), p.e0119446-e0119446

2015

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Evaluating link prediction methods

Knowledge and information systems, 2015-12, Vol.45 (3), p.751-782

2015

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Corrigendum: A community focused approach toward making healthy and affordable daily diet recommendations

Frontiers in big data, 2024, Vol.7, p.1396638-1396638

2024

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Deep Multimodal Complementarity Learning

IEEE transaction on neural networks and learning systems, 2023-12, Vol.34 (12), p.10213-10224

2023

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IEEE_Xplore

Predictors of short-term decay of cell phone contacts in a large scale communication network

Social networks, 2011-10, Vol.33 (4), p.245-257

2011

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Identifying and evaluating community structure in complex networks

Pattern recognition letters, 2010-04, Vol.31 (5), p.413-421

2010

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A unifying view on dataset shift in classification

Pattern recognition, 2012, Vol.45 (1), p.521-530

2012

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SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary

Exploring and exploiting disease interactions from multi-relational gene and phenotype networks

Predicting terrorist attacks in the United States using localized news data

Social network structure is predictive of health and wellness

On the use of real-world datasets for reaction yield prediction

DeepSMOTE: Fusing Deep Learning and SMOTE for Imbalanced Data

Examining the weekend effect across ICU performance metrics

A network's gender composition and communication pattern predict women's leadership success

SMOTEBoost: Improving prediction of the Minority class in boosting

Deviations from normal bedtimes are associated with short-term increases in resting heart rate

Automatically countering imbalance and its empirical relationship to cost

Automated epileptic seizure detection using improved correlation-based feature selection with random forest classifier

Rs12970134 near MC4R is associated with appetite and beverage intake in overweight and obese children: A family-based association study in Chinese population

Recipe Recommendation With Hierarchical Graph Attention Network

Bringing Big Data to Personalized Healthcare: A Patient-Centered Framework

Storing and using health data in a virtual private cloud

Efficient modeling of higher-order dependencies in networks: from algorithm to application for anomaly detection

A community focused approach toward making healthy and affordable daily diet recommendations

Inferring social status and rich club effects in enterprise communication networks

Evaluating link prediction methods

Corrigendum: A community focused approach toward making healthy and affordable daily diet recommendations

Deep Multimodal Complementarity Learning

Predictors of short-term decay of cell phone contacts in a large scale communication network

Identifying and evaluating community structure in complex networks

A unifying view on dataset shift in classification

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