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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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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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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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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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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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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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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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Detecting outliers from pairwise proximities: Proximity isolation forests

Pattern recognition, 2023-06, Vol.138, p.109334, Article 109334

2023

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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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Continual prune-and-select: class-incremental learning with specialized subnetworks

Applied intelligence (Dordrecht, Netherlands), 2023-07, Vol.53 (14), p.17849-17864

2023

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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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Support Vector Data Description

Machine learning, 2004-01, Vol.54 (1), p.45-66

2004

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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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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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Personalized anomaly detection in PPG data using representation learning and biometric identification

Biomedical signal processing and control, 2024-08, Vol.94, p.106216, Article 106216

2024

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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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Linearly Polarized Modes of a Corrugated Metallic Waveguide

IEEE transactions on microwave theory and techniques, 2010-11, Vol.58 (11), p.2772-2780

2010

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Single- vs. multiple-instance classification

Pattern recognition, 2015-09, Vol.48 (9), p.2831-2838

2015

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Boosted negative sampling by quadratically constrained entropy maximization

Pattern recognition letters, 2019-07, Vol.125, p.310-317

2019

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Support vector domain description

Pattern recognition letters, 1999-11, Vol.20 (11), p.1191-1199

1999

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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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On classification with bags, groups and sets

Pattern recognition letters, 2015-07, Vol.59, p.11-17

2015

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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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Multiple instance learning with bag dissimilarities

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

Dissimilarity-Based Ensembles for Multiple Instance Learning

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

A brief prehistory of double descent

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

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

Sem2Vec: Semantic Word Vectors with Bidirectional Constraint Propagations

Detecting outliers from pairwise proximities: Proximity isolation forests

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

Continual prune-and-select: class-incremental learning with specialized subnetworks

Neural network relief: a pruning algorithm based on neural activity

Support Vector Data Description

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

Subclass Problem-Dependent Design for Error-Correcting Output Codes

Multiple-instance learning as a classifier combining problem

Personalized anomaly detection in PPG data using representation learning and biometric identification

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

Linearly Polarized Modes of a Corrugated Metallic Waveguide

Single- vs. multiple-instance classification

Boosted negative sampling by quadratically constrained entropy maximization

Support vector domain description

Unexplored Antarctic meteorite collection sites revealed through machine learning

On classification with bags, groups and sets

Temporal Attention-Gated Model for Robust Sequence Classification

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