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Genome wide DNA methylation profiles provide clues to the origin and pathogenesis of germ cell tumors

PloS one, 2015-04, Vol.10 (4), p.e0122146

2015

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Multiple instance learning with bag dissimilarities

Pattern recognition, 2015-01, Vol.48 (1), p.264-275

2015

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Dissimilarity-Based Ensembles for Multiple Instance Learning

IEEE transaction on neural networks and learning systems, 2016-06, Vol.27 (6), p.1379-1391

2016

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Sem2Vec: Semantic Word Vectors with Bidirectional Constraint Propagations

IEEE transactions on knowledge and data engineering, 2021-04, Vol.33 (4), p.1750-1762

2021

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A Spatiotemporal Deep Neural Network Useful for Defect Identification and Reconstruction of Artworks Using Infrared Thermography

Sensors (Basel, Switzerland), 2022-12, Vol.22 (23), p.9361

2022

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Subclass Problem-Dependent Design for Error-Correcting Output Codes

IEEE transactions on pattern analysis and machine intelligence, 2008-06, Vol.30 (6), p.1041-1054

2008

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Multiple-instance learning as a classifier combining problem

Pattern recognition, 2013-03, Vol.46 (3), p.865-874

2013

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Attended End-to-End Architecture for Age Estimation From Facial Expression Videos

IEEE transactions on image processing, 2020-01, Vol.29, p.1972-1984

2020

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A brief prehistory of double descent

Proceedings of the National Academy of Sciences - PNAS, 2020-05, Vol.117 (20), p.10625-10626

2020

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Classification, Parameter Estimation and State Estimation: An Engineering Approach Using MATLAB

1. Aufl., 2005

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Benchmarking Outlier Detection Methods for Detecting IEM Patients in Untargeted Metabolomics Data

Metabolites, 2023-01, Vol.13 (1), p.97

2023

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Dynamic Digital Twin: Diagnosis, Treatment, Prediction, and Prevention of Disease During the Life Course

Journal of medical Internet research, 2022-09, Vol.24 (9), p.e35675-e35675

2022

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Multivariate Time-Series Classification Using the Hidden-Unit Logistic Model

IEEE transaction on neural networks and learning systems, 2018-04, Vol.29 (4), p.920-931

2018

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Gestures In-The-Wild: Detecting Conversational Hand Gestures in Crowded Scenes Using a Multimodal Fusion of Bags of Video Trajectories and Body Worn Acceleration

IEEE transactions on multimedia, 2020-01, Vol.22 (1), p.138-147

2020

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Neural network relief: a pruning algorithm based on neural activity

Machine learning, 2024-05, Vol.113 (5), p.2597-2618

2024

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Temporal Attention-Gated Model for Robust Sequence Classification

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017, p.820-829

2017

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A dissimilarity-based multiple instance learning approach for protein remote homology detection

Pattern recognition letters, 2019-12, Vol.128, p.231-236

2019

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Classification, Parameter Estimation and State Estimation: An Engineering Approach Using MATLAB

Bangjun Lei, Guangzhu Xu, Ming Feng, Yaobin Zou, Ferdinand van der Heijden, Dick de Ridder, David M. J. Tax

Second edition., 2017

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An electroencephalography-based sleep index and supervised machine learning as a suitable tool for automated sleep classification in children

Journal of clinical sleep medicine, 2024-03, Vol.20 (3), p.389-397

2024

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LEAFAGE: Example-based and Feature importance-based Explanations for Black-box ML models

2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2019, p.1-7

2019

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Unexplored Antarctic meteorite collection sites revealed through machine learning

Science advances, 2022-01, Vol.8 (4), p.eabj8138-eabj8138

2022

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Feature Extraction for One-Class Classification

Artificial Neural Networks and Neural Information Processing — ICANN/ICONIP 2003, 2003, p.342-349

2003

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A View on Model Misspecification in Uncertainty Quantification

Artificial Intelligence and Machine Learning, 2023, Vol.1805, p.65-77

2023

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Scale selection for supervised image segmentation

Image and vision computing, 2012-12, Vol.30 (12), p.991-1003

2012

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Learning from Scenarios for Repairable Stochastic Scheduling

Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2024, Vol.14743, p.234-242

2024

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Genome wide DNA methylation profiles provide clues to the origin and pathogenesis of germ cell tumors

Multiple instance learning with bag dissimilarities

Dissimilarity-Based Ensembles for Multiple Instance Learning

Sem2Vec: Semantic Word Vectors with Bidirectional Constraint Propagations

A Spatiotemporal Deep Neural Network Useful for Defect Identification and Reconstruction of Artworks Using Infrared Thermography

Subclass Problem-Dependent Design for Error-Correcting Output Codes

Multiple-instance learning as a classifier combining problem

Attended End-to-End Architecture for Age Estimation From Facial Expression Videos

A brief prehistory of double descent

Classification, Parameter Estimation and State Estimation: An Engineering Approach Using MATLAB

Benchmarking Outlier Detection Methods for Detecting IEM Patients in Untargeted Metabolomics Data

Dynamic Digital Twin: Diagnosis, Treatment, Prediction, and Prevention of Disease During the Life Course

Multivariate Time-Series Classification Using the Hidden-Unit Logistic Model

Gestures In-The-Wild: Detecting Conversational Hand Gestures in Crowded Scenes Using a Multimodal Fusion of Bags of Video Trajectories and Body Worn Acceleration

Neural network relief: a pruning algorithm based on neural activity

Temporal Attention-Gated Model for Robust Sequence Classification

A dissimilarity-based multiple instance learning approach for protein remote homology detection

Classification, Parameter Estimation and State Estimation: An Engineering Approach Using MATLAB

An electroencephalography-based sleep index and supervised machine learning as a suitable tool for automated sleep classification in children

LEAFAGE: Example-based and Feature importance-based Explanations for Black-box ML models

Unexplored Antarctic meteorite collection sites revealed through machine learning

Feature Extraction for One-Class Classification

A View on Model Misspecification in Uncertainty Quantification

Scale selection for supervised image segmentation

Learning from Scenarios for Repairable Stochastic Scheduling

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