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Ros, Frédéric
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Feature and Dimensionality Reduction for Clustering with De.. 

Unsupervised and Semi-Supervised Learning
Ros, Frederic ; Riad, Rabia - 1st ed. 2024 . , 2024
Link: https://doi.org/10.1007/..
 
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2

Knowledge graph-based image classification:

Mbiaya, Franck Anaël ; Vrain, Christel ; Ros, Frédéric..
Data & Knowledge Engineering.  151 (2024)  - p. 102285 , 2024
Link: https://doi.org/10.1016/..
 
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3

DLCS: A deep learning-based Clustering solution without any..:

Ros, Frédéric ; Riad, Rabia
Knowledge-Based Systems.  296 (2024)  - p. 111834 , 2024
Link: https://doi.org/10.1016/..
 
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4

Deep clustering framework review using multicriteria evalua..:

Ros, Frédéric ; Riad, Rabia ; Guillaume, Serge
Knowledge-Based Systems.  285 (2024)  - p. 111315 , 2024
Link: https://doi.org/10.1016/..
 
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5

Cam-Unet: Print-Cam Image Correction for Zero-Bit Fourier I..:

Boujerfaoui, Said ; Douzi, Hassan ; Harba, Rachid.
Sensors.  24 (2024)  11 - p. 3400 , 2024
Link: https://doi.org/10.3390/..
 
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6

Issues and challenges:

, In: Unsupervised and Semi-Supervised Learning; Feature and Dimensionality Reduction for Clustering with Deep Learning,
Ros, Frederic ; Riad, Rabia - p. 253-262 , 2023
Link: https://doi.org/10.1007/..
 
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7

Dimensionality reduction:

, In: Unsupervised and Semi-Supervised Learning; Feature and Dimensionality Reduction for Clustering with Deep Learning,
Ros, Frederic ; Riad, Rabia - p. 11-25 , 2023
Link: https://doi.org/10.1007/..
 
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8

Deep clustering techniques based on autoencoders:

, In: Unsupervised and Semi-Supervised Learning; Feature and Dimensionality Reduction for Clustering with Deep Learning,
Ros, Frederic ; Riad, Rabia - p. 203-220 , 2023
Link: https://doi.org/10.1007/..
 
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9

Introduction:

, In: Unsupervised and Semi-Supervised Learning; Feature and Dimensionality Reduction for Clustering with Deep Learning,
Ros, Frederic ; Riad, Rabia - p. 1-10 , 2023
Link: https://doi.org/10.1007/..
 
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10

Deep clustering techniques based on CNN:

, In: Unsupervised and Semi-Supervised Learning; Feature and Dimensionality Reduction for Clustering with Deep Learning,
Ros, Frederic ; Riad, Rabia - p. 159-201 , 2023
Link: https://doi.org/10.1007/..
 
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11

Feature selection:

, In: Unsupervised and Semi-Supervised Learning; Feature and Dimensionality Reduction for Clustering with Deep Learning,
Ros, Frederic ; Riad, Rabia - p. 27-44 , 2023
Link: https://doi.org/10.1007/..
 
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12

Chapter 6: Deep learning architectures:

, In: Unsupervised and Semi-Supervised Learning; Feature and Dimensionality Reduction for Clustering with Deep Learning,
Ros, Frederic ; Riad, Rabia - p. 81-103 , 2023
Link: https://doi.org/10.1007/..
 
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13

Problematic in high dimension:

, In: Unsupervised and Semi-Supervised Learning; Feature and Dimensionality Reduction for Clustering with Deep Learning,
Ros, Frederic ; Riad, Rabia - p. 75-80 , 2023
Link: https://doi.org/10.1007/..
 
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14

Learning approaches and tricks:

, In: Unsupervised and Semi-Supervised Learning; Feature and Dimensionality Reduction for Clustering with Deep Learning,
Ros, Frederic ; Riad, Rabia - p. 105-130 , 2023
Link: https://doi.org/10.1007/..
 
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15

PDBI: A partitioning Davies-Bouldin index for clustering ev..:

Ros, Frédéric ; Riad, Rabia ; Guillaume, Serge
Neurocomputing.  528 (2023)  - p. 178-199 , 2023
Link: https://doi.org/10.1016/..
 
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