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Cumulative learning enables convolutional neural network representations for small mass spectrometry data classification

Nature communications, 2020-11, Vol.11 (1), p.5595-5595, Article 5595

2020

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BERNN: Enhancing classification of Liquid Chromatography Mass Spectrometry data with batch effect removal neural networks

Nature communications, 2024-05, Vol.15 (1), p.3777-15, Article 3777

2024

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Early Diagnosis: End-to-End CNN–LSTM Models for Mass Spectrometry Data Classification

Analytical chemistry (Washington), 2023-09, Vol.95 (36), p.13431-13437

2023

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Semi-supervised consensus clustering based on closed patterns

Knowledge-based systems, 2022-01, Vol.235, p.107599, Article 107599

2022

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DeepWILD: Wildlife Identification, Localisation and estimation on camera trap videos using Deep learning

Ecological informatics, 2023-07, Vol.75, p.102095, Article 102095

2023

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Sparse and geometry-aware generalisation of the mutual information for joint discriminative clustering and feature selection

Statistics and computing, 2024-10, Vol.34 (5), Article 155

2024

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TRACK: A New Method from a Re-examination of Deep Architectures for Head Motion Prediction in 360-degree Videos

IEEE transactions on pattern analysis and machine intelligence, 2021, Vol.PP, p.1-1

2021

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Visual indexing and retrieval

2012

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Locality-Sensitive Hashing for Chi2 Distance

IEEE transactions on pattern analysis and machine intelligence, 2012-02, Vol.34 (2), p.402-409

2012

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SMACE: A New Method for the Interpretability of Composite Decision Systems

Machine Learning and Knowledge Discovery in Databases, 2023, Vol.LNCS. LNAI - 13713, p.325-339

2023

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Revisiting Artistic Style Transfer for Data Augmentation in A Real-Case Scenario

2022 IEEE International Conference on Image Processing (ICIP), 2022, p.4178-4182

2022

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Hierarchical Multimodal Attention for Deep Video Summarization

2020 25th International Conference on Pattern Recognition (ICPR), 2021, p.7977-7984

2021

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Learning and Reasoning for Cultural Metadata Quality

Journal on computing and cultural heritage, 2022-09, Vol.15 (3)

2022

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Frequent Closed Patterns Based Multiple Consensus Clustering

Artificial Intelligence and Soft Computing, p.14-26

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Statistical Model of Shape Moments with Active Contour Evolution for Shape Detection and Segmentation

Journal of mathematical imaging and vision, 2013-09, Vol.47 (1-2), p.35-47

2013

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Active Boosting for Interactive Object Retrieval

2010 20th International Conference on Pattern Recognition, 2010, p.3268-3271

2010

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Spatio-Temporal Tube data representation and Kernel design for SVM-based video object retrieval system

Multimedia tools and applications, 2011-10, Vol.55 (1), p.105-125

2011

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Handling Noisy Labels in Gaze-Based CBIR System

Advanced Concepts for Intelligent Vision Systems, p.396-405

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Statistical region-based active contour using optimization of alpha-divergence family for image segmentation

2014 IEEE International Conference on Image Processing (ICIP), 2014, p.6066-6070

2014

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Du texte à l’intertexte. Le palimpseste Macron au révélateur de l’Intelligence artificielle

SHS Web of Conferences, 2020, Vol.78, p.6003

2020

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Du texte à l’intertexte. Le palimpseste Macron au révélateur de l’Intelligence artificielle

SHS web of conferences, 2020-01, Vol.78, p.06003

2020

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Boosted kernel for image categorization

Multimedia tools and applications, 2014-03, Vol.69 (2), p.471-490

2014

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When DevOps meets meta-learning: a portfolio to rule them all

2019 ACM/IEEE 22nd International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C), 2019, p.605-612

2019

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One gaze is worth ten thousand (key-)words

2015 IEEE International Conference on Image Processing (ICIP), 2015, p.3150-3154

2015

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SALSAS: Sub-linear active learning strategy with approximate k-NN search

Pattern recognition, 2011-10, Vol.44 (10), p.2343-2357

2011

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Cumulative learning enables convolutional neural network representations for small mass spectrometry data classification

BERNN: Enhancing classification of Liquid Chromatography Mass Spectrometry data with batch effect removal neural networks

Early Diagnosis: End-to-End CNN–LSTM Models for Mass Spectrometry Data Classification

Semi-supervised consensus clustering based on closed patterns

DeepWILD: Wildlife Identification, Localisation and estimation on camera trap videos using Deep learning

Sparse and geometry-aware generalisation of the mutual information for joint discriminative clustering and feature selection

TRACK: A New Method from a Re-examination of Deep Architectures for Head Motion Prediction in 360-degree Videos

Visual indexing and retrieval

Locality-Sensitive Hashing for Chi2 Distance

SMACE: A New Method for the Interpretability of Composite Decision Systems

Revisiting Artistic Style Transfer for Data Augmentation in A Real-Case Scenario

Hierarchical Multimodal Attention for Deep Video Summarization

Learning and Reasoning for Cultural Metadata Quality

Frequent Closed Patterns Based Multiple Consensus Clustering

Statistical Model of Shape Moments with Active Contour Evolution for Shape Detection and Segmentation

Active Boosting for Interactive Object Retrieval

Spatio-Temporal Tube data representation and Kernel design for SVM-based video object retrieval system

Handling Noisy Labels in Gaze-Based CBIR System

Statistical region-based active contour using optimization of alpha-divergence family for image segmentation

Du texte à l’intertexte. Le palimpseste Macron au révélateur de l’Intelligence artificielle

Du texte à l’intertexte. Le palimpseste Macron au révélateur de l’Intelligence artificielle

Boosted kernel for image categorization

When DevOps meets meta-learning: a portfolio to rule them all

One gaze is worth ten thousand (key-)words

SALSAS: Sub-linear active learning strategy with approximate k-NN search

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