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Description and simulation of dynamic mobility networks

Computer networks (Amsterdam, Netherlands : 1999), 2008-10, Vol.52 (15), p.2842-2858

2008

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Robust Anomaly Detection in Images Using Adversarial Autoencoders

Machine Learning and Knowledge Discovery in Databases, p.206-222

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Automatic Recognition of Student Engagement Using Deep Learning and Facial Expression

Machine Learning and Knowledge Discovery in Databases, p.273-289

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Single-Path NAS: Designing Hardware-Efficient ConvNets in Less Than 4 Hours

Machine Learning and Knowledge Discovery in Databases, p.481-497

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Characterizing the speed and paths of shared bicycle use in Lyon

Transportation research. Part D, Transport and environment, 2010-12, Vol.15 (8), p.522-524

2010

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String Sanitization: A Combinatorial Approach

Machine Learning and Knowledge Discovery in Databases, 2020, p.627-644

2020

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Integrating Learning and Reasoning with Deep Logic Models

Machine Learning and Knowledge Discovery in Databases, p.517-532

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Mining Graph Topological Patterns: Finding Covariations among Vertex Descriptors

IEEE transactions on knowledge and data engineering, 2013-09, Vol.25 (9), p.2090-2104

2013

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LYRICS: A General Interface Layer to Integrate Logic Inference and Deep Learning

Machine Learning and Knowledge Discovery in Databases, p.283-298

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Advances in Intelligent Data Analysis VIII: 8th International Symposium on Intelligent Data Analysis, IDA 2009, Lyon, France, August 31 - September 2, 2009, Proceedings

2009 edition., 2009

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From bicycle sharing system movements to users: a typology of Vélo’v cyclists in Lyon based on large-scale behavioural dataset

Journal of transport geography, 2014-12, Vol.41, p.280-291

2014

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Adaptive Learning from Evolving Data Streams

Advances in Intelligent Data Analysis VIII, p.249-260

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Black Box Explanation by Learning Image Exemplars in the Latent Feature Space

Machine Learning and Knowledge Discovery in Databases, p.189-205

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Deep Convolutional Gaussian Processes

Machine Learning and Knowledge Discovery in Databases, p.582-597

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Beyond the Selected Completely at Random Assumption for Learning from Positive and Unlabeled Data

Machine Learning and Knowledge Discovery in Databases, p.71-85

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Deep Eyedentification: Biometric Identification Using Micro-movements of the Eye

Machine Learning and Knowledge Discovery in Databases, p.299-314

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Adversarial Invariant Feature Learning with Accuracy Constraint for Domain Generalization

Machine Learning and Knowledge Discovery in Databases, p.315-331

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Player Vectors: Characterizing Soccer Players’ Playing Style from Match Event Streams

Machine Learning and Knowledge Discovery in Databases, p.569-584

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Graph Signal Processing for Directed Graphs Based on the Hermitian Laplacian

Machine Learning and Knowledge Discovery in Databases, p.447-463

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Node Representation Learning for Directed Graphs

Machine Learning and Knowledge Discovery in Databases, p.395-411

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Neural Message Passing for Multi-label Classification

Machine Learning and Knowledge Discovery in Databases, p.138-163

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SLSGD: Secure and Efficient Distributed On-device Machine Learning

Machine Learning and Knowledge Discovery in Databases, p.213-228

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A Framework for Deep Constrained Clustering - Algorithms and Advances

Machine Learning and Knowledge Discovery in Databases, p.57-72

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Generating Black-Box Adversarial Examples for Text Classifiers Using a Deep Reinforced Model

Machine Learning and Knowledge Discovery in Databases, p.711-726

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Marine Mammal Species Classification Using Convolutional Neural Networks and a Novel Acoustic Representation

Machine Learning and Knowledge Discovery in Databases, p.290-305

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Description and simulation of dynamic mobility networks

Robust Anomaly Detection in Images Using Adversarial Autoencoders

Automatic Recognition of Student Engagement Using Deep Learning and Facial Expression

Single-Path NAS: Designing Hardware-Efficient ConvNets in Less Than 4 Hours

Characterizing the speed and paths of shared bicycle use in Lyon

String Sanitization: A Combinatorial Approach

Integrating Learning and Reasoning with Deep Logic Models

Mining Graph Topological Patterns: Finding Covariations among Vertex Descriptors

LYRICS: A General Interface Layer to Integrate Logic Inference and Deep Learning

Advances in Intelligent Data Analysis VIII: 8th International Symposium on Intelligent Data Analysis, IDA 2009, Lyon, France, August 31 - September 2, 2009, Proceedings

From bicycle sharing system movements to users: a typology of Vélo’v cyclists in Lyon based on large-scale behavioural dataset

Adaptive Learning from Evolving Data Streams

Black Box Explanation by Learning Image Exemplars in the Latent Feature Space

Deep Convolutional Gaussian Processes

Beyond the Selected Completely at Random Assumption for Learning from Positive and Unlabeled Data

Deep Eyedentification: Biometric Identification Using Micro-movements of the Eye

Adversarial Invariant Feature Learning with Accuracy Constraint for Domain Generalization

Player Vectors: Characterizing Soccer Players’ Playing Style from Match Event Streams

Graph Signal Processing for Directed Graphs Based on the Hermitian Laplacian

Node Representation Learning for Directed Graphs

Neural Message Passing for Multi-label Classification

SLSGD: Secure and Efficient Distributed On-device Machine Learning

A Framework for Deep Constrained Clustering - Algorithms and Advances

Generating Black-Box Adversarial Examples for Text Classifiers Using a Deep Reinforced Model

Marine Mammal Species Classification Using Convolutional Neural Networks and a Novel Acoustic Representation

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