
How Many Dissimilarity/Kernel Self Organizing Map Variants Do We Need?
In numerous applicative contexts, data are too rich and too complex to b...
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Exact Dimensionality Selection for Bayesian PCA
We present a Bayesian model selection approach to estimate the intrinsic...
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Consumer Profile Identification and Allocation
We propose an easytouse methodology to allocate one of the groups whic...
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Missing values : processing with the Kohonen algorithm
The processing of data which contain missing values is a complicated and...
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Bootstrap for neural model selection
Bootstrap techniques (also called resampling computation techniques) hav...
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Discovering Patterns in TimeVarying Graphs: A Triclustering Approach
This paper introduces a novel technique to track structures in time vary...
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Bayesian Variable Selection for Globally Sparse Probabilistic PCA
Sparse versions of principal component analysis (PCA) have imposed thems...
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Mean Absolute Percentage Error for regression models
We study in this paper the consequences of using the Mean Absolute Perce...
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CoClustering NetworkConstrained Trajectory Data
Recently, clustering moving object trajectories kept gaining interest fr...
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A Study of the SpatioTemporal Correlations in Mobile Calls Networks
For the last few years, the amount of data has significantly increased i...
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Sélection de variables par le GLMLasso pour la prédiction du risque palustre
In this study, we propose an automatic learning method for variables sel...
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Empirical risk minimization is consistent with the mean absolute percentage error
We study in this paper the consequences of using the Mean Absolute Perce...
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A Behavioural Foundation for Natural Computing and a Programmability Test
What does it mean to claim that a physical or natural system computes? O...
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Interpretable Aircraft Engine Diagnostic via Expert Indicator Aggregation
Detecting early signs of failures (anomalies) in complex systems is one ...
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Anomaly Detection Based on Aggregation of Indicators
Automatic anomaly detection is a major issue in various areas. Beyond me...
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Reducing Offline Evaluation Bias in Recommendation Systems
Recommendation systems have been integrated into the majority of large o...
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Nonparametric Hierarchical Clustering of Functional Data
In this paper, we deal with the problem of curves clustering. We propose...
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On the Implementation of GNU Prolog
GNU Prolog is a generalpurpose implementation of the Prolog language, w...
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Parallel local search for solving Constraint Problems on the Cell Broadband Engine (Preliminary Results)
We explore the use of the Cell Broadband Engine (Cell/BE for short) for ...
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A Triclustering Approach for Time Evolving Graphs
This paper introduces a novel technique to track structures in time evol...
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Online relational SOM for dissimilarity data
In some applications and in order to address real world situations bette...
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GraphBased Approaches to Clustering NetworkConstrained Trajectory Data
Even though clustering trajectory data attracted considerable attention ...
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Simultaneous modelbased clustering and visualization in the Fisher discriminative subspace
Clustering in highdimensional spaces is nowadays a recurrent problem in...
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Self Organizing Map algorithm and distortion measure
We study the statistical meaning of the minimization of distortion measu...
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Testing the number of parameters with multidimensional MLP
This work concerns testing the number of parameters in one hidden layer ...
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Hamiltonian Flow Simulation of Rare Events
Hamiltonian Flow Monte Carlo(HFMC) methods have been implemented in engi...
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Semiparametric detection of multiple changes in longrange dependent processes
This paper is devoted to the offline multiple changes detection for long...
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Nonparametric forecasting of multivariate probability density functions
The study of dependence between random variables is the core of theoreti...
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An interaction index for multichoice games
Models in Multicriteria Decision Analysis (MCDA) can be analyzed by mean...
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Friendbased Ranking
We analyze the design of mechanisms to rank individuals in communities w...
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Consistent model selection criteria and goodnessoffit test for affine causal processes
This paper studies the model selection problem in a large class of causa...
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A game of hide and seek in networks
We propose and study a strategic model of hiding in a network, where the...
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Which Blockchain to choose? A decision support tool to guide the choice of a Blockchain technology
Companies trying to build new solutions using blockchain are confronted ...
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Emergence of Syntax Needs Minimal Supervision
This paper is a theoretical contribution to the debate on the learnabili...
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FisherRao geometry of Dirichlet distributions
In this paper, we study the geometry induced by the FisherRao metric on...
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Prophylaxis of Epidemic Spreading with Transient Dynamics
We investigate the containment of epidemic spreading in networks from a ...
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Université Paris 1
The largest French university of humanities and social sciences, the University Paris 1 PanthéonSorbonne offers many excellent training courses. Around three major clusters  the economics and management sciences; the humanities and the...