Proceedings
Proceedings ASMDA 2005 (one huge file: 22 Mb)
Weighted Cramér-von Mises-type Statistics,
Paul Deheuvels
The Entire Regularization Path for then Support Vector Machine,
Trevor Hastie, Saharon Rosset, Robert Tibshirani, Ji Zhu
Biological Aggregation at the Interface Between Theory and Practice,
William H. E. Day
GARCH Options in Incomplete Markets,
Giovanni Barone-Adesi, Robert Engle, Loriano Mancini
Visualization of textual data: unfolding the Kohonen maps,
Ludovic Lebart
Efficient Processing of Extra-grammatical Sentences: Comparing and Combining two approaches to Robust Stochastic parsing,
Marita Ailomaa, Vladimír Kadlec, Jean-Cédric Chappelier, Martin Rajman
Clustering units from frequency and nominal variables: definition of a global distance. Application to survey data with closed and open-ended questions,
Mónica Bécue, Jerôme Pagès
Conceptual document indexing using a large scale semantic dictionary providing a concept hierarchy,
Martin Rajman, Pierre Andrews, María del Mar Pérez Almenta, Florian Seydoux
Synonym Dictionary Improvement through Markov Clustering and Clustering Stability,
David Gfeller, Jean-Cédric Chappelier, Paolo De Los Rios
Evaluation of a Probabilistic Method for Unsupervised Text Clustering,
Loïs Rigouste, Olivier Cappé, François Yvon
A Hidden Markov Model applied to the analysis of protein 3D-structures,
AC. Camproux, F. Guyon, R. Gautier, J. Laffray, P. Tufféry
Boosting Blast,
Cécile Capponi, Gwennaele Fichant, Yves Quentin, François Denis
A Segmentation-Clustering problem for the analysis of array CGH data,
F. Picard, S. Robin, E. Lebarbier, J-J. Daudin
The operons, a criterion to compare the reliability of transcriptome analysis tools,
A.-S. Carpentier, A. Riva, G. Didier, J.-L. Risler, A. Hénaut
Statistical and computational methods for haplotype reconstruction,
Pierre-Yves Boëlle
Modeling of biological networks,
Florence d’Alché-Buc, Vincent Schachter
HMM for local protein structure,
Juliette Martin, Jean-Francois Gibrat, Francois Rodolphe
Assessing the interestingness of rules with a probabilistic measure of deviation from equilibrium,
Julien Blanchard, Fabrice Guillet, Henri Briand, Régis Gras
Implicative statistical analysis applied to clustering of terms taken from a psychological text corpus,
Jérôme David, Fabrice Guillet, Vincent Philippé, Régis Gras
Preference Learning in Terminology Extraction: A ROC-based approach,
Jérôme Azé, Mathieu Roche, Yves Kodratoff, Michèle Sebag
Parametrised measures for the evaluation of association rules interestingness,
Stéphane Lallich, Benoît Vaillant, Philippe Lenca
Visualisation and exploration of high-dimensional data,
Sylvain Lespinats, Alain Giron, Bernard Fertil
About the locality of kernels in high-dimensional spaces,
Damien Francois, Vincent Wertz, Michel Verleysen
Quality measure based on Kohonen maps for supervised learning of large high dimensional data,
Elie Prudhomme, Stéphane Lallich
Exploratory Data Analysis Leading towards the Most Interesting Binary Association Rules,
Alfonso Iodice D’Enza, Francesco Palumbo, Michael Greenacre
Dimension Reduction for Visual Data Mining,
Edwige Fangseu Badjio, François Poulet
Data Visualizations on small and very small screens,
Monique Noirhomme-Fraiture, Frédéric Randolet, Luca Chittaro, Grégory Custinne
Expert consulting and information combining: a sequential model,
Paola Monari, Patrizia Agati, Luisa Stracqualursi
Analysis of Multinomial Response Data: a Measure for Evaluating Knowledge Structures,
Ali Ünlü
Feature selection and preferences aggregation,
Gaelle Legrand, Nicolas Nicoloyannis
Indexing by Isotopy,
Christian Mauceri
Risk Management: An International Regulatory Framework,
Mourad Bara
Data Mining for Advanced Customer Management,
Beatriz Sanz Sàiz
ARQAT: An Exploratory Analysis Tool For Interestingness Measures,
Xuan-Hiep Huynh, Fabrice Guillet, Henri Briand
Kernel Methods and Visualization for Interval Data Mining,
Thanh-Nghi Do, François Poulet
Contingency table with a double partition on rows and columns. Visualization and comparison of the partial and global structures,
Mónica Bécue, Jerôme Pagès, Campo-Elías Pardo
Cost of Low-Quality Data over Association Rules Discovery,
Laure Berti-Équille
Validation in unsupervised symbolic classification,
André Hardy
Attribute Selection for High Dimensional Data Clustering,
Lydia Boudjeloud, François Poulet
A Validation Methodology in Hierarchical Clustering,
Fernanda Sousa, Jorge Tendeiro
Determining the number of groups from measures of cluster stability,
G. Bel Mufti, P. Bertrand, L. El Moubarki
Hierarchical Classification for Seabed Characterization,
Christophe Osswald, Arnaud Martin
On the Fitting and Consensus of Classification Systems,
Bruno Leclerc
Comparison of distance indices between partitions,
L. Denoeud, H. Garreta , A. Guénoche
Kernel Logistic PLS: a new tool for complex classification,
Arthur Tenenhaus, Alain Giron, Gilbert Saporta, Bernard Fertil
A finite time stochastic clustering algorithm,
Andreea B. Dragut, Codrin M. Nichitiu
Comparison of different approaches,
Mohamed Nadif, Gérard Govaert
Un algorithme de normalisation des données à l’aide de graphes pour les traitement non-linéaire des données : Application à l’optimisation des cartes de Kohonen,
Catherine Aaron
Adaptation de l’algorithme SOM à l’analyse de données temporelles et spatiales : Application à l’étude de l’évolution des performances européennes en matière d’emploi,
Catherine Aaron, Corinne Perraudin, Joseph Rynkiewicz
Missing values: processing with the Kohonen algorithm,
Marie Cottrell, Patrick Letrémy
Classification via kernel regression based on univariate product density estimators,
Bezza Hafidi, Abdelkarim Merbouha, Abdallah Mkhadri
Model Selection for Multi-class SVMs,
Yann Guermeur, Myriam Maumy, Frédéric Sur
Swapping,
Jean-Jacques Daudin, Tristan Mary-Huard
High Dimensional Discriminant Analysis,
Charles Bouveyron, Stéphane Girard, Cordelia Schmid
Learning fitness function in a combinatorial optimization process,
Frédéric Clerc, Ricco Rakotomalala, David Farrusseng
Invariances in Classification: an efficient SVM implementation,
Gaëlle Loosli, Stéphane Canu, S.V.N. Vishwanathan, Alex J. Smola
Learning numbers from Graphs,
Aurélie Goulon, Arthur Duprat, Gérard Dreyfus
Testing the number of parameters with multidimensional MLP,
Joseph Rynkiewicz
Independent Factor Discriminant Analysis,
Angela Montanari, Daniela Giovanna Caló, Cinzia Viroli
Measuring Distance from a Training Data Set,
Ilmari Juutilainen, Juha Röning
What is at stake in the construction and use of credit score?,
Mireille Bardos
A review of some semiparametric regression models with application to scoring,
Jean-Loïc Berthet, Valentin Patilea
Business cycle and Corporate Failure in France,
Eric Bataille, Catherine Bruneau, Alexis Flageollet, Frédéric Michaud
A Solution to the Discrete-Time Linear Estimation Problem Using PCA,
Rosa Fernández-Alcalá, Jesús Navarro-Moreno, Juan C. Ruiz-Molina
Total Least Squares for Functional Data,
Christophe Crambes
Forecasting binary longitudinal data by a functional PC-ARIMA model,
A. M. Aguilera, M. Escabias, M. J. Valderrama
Classification in Hilbert Spaces with Support Vector Machines,
Fabrice Rossi, Nathalie Villa
Functional Learning with Wavelets,
Laurent Rouvière
PLS discriminant analysis for functional data,
Cristian Preda, Gilbert Saporta
S-Class, A Divisive Clustering Method, and Possible "Dual" Alternatives,
Jean-Paul Rasson, François Roland, Jean-Yves Pirçon, Séverine Adans, Pascale Lallemand
Normalized k-means clustering of hyper-rectangles,
Marie Chavent
Generalized Symbolic Marking Of Complex Objects Through Intelligent Complex Miner Software CRM Applications,
Mireille Gettler Summa, Frederick Vautrain, Matthieu Barrault
Multidimensional Interval-Data: Metrics and Factorial Analysis,
Francesco Palumbo, Antonio Irpino
Clayton copula and mixture decomposition,
Etienne Cuvelier, Monique Noirhomme-Fraiture
Speeding up the self organizing map for dissimilarity data,
Aïcha El Golli
Characterization of Galois closed sets using multiway dissimilarities,
Jean Diatta
One-mode Additive Clustering for Multiway Data,
Dirk Depril, Iven Van Mechelen
Distances à trois voies : concepts théoriques et applications,
Mohammed Bennani Dosse
On the use of mutual information in data analysis: an overview,
Ivan Kojadinovic
Multivariate Statistical Analysis Approach in Modeling the Job Related Satisfaction,
Marta Dziechciarz
Customer satisfaction and PLS structural equation modeling. An application to automobile market,
Valentina Stan and Gilbert Saporta
River Water Quality Assessment And Prediction,
Henrique Garcia Pereira, Jorge Ribeiro
Identification, estimation and control of uncertain dynamic systems: a nonparametric approach,
Nadine Hilgert, Vivien Rossi, Jean-Pierre Vila
Nonparametric Frontier estimation: A Multivariate Conditional Quantile Approach,
Abdelaati Daouia, Léopold Simar
Empirical likelihood for non-degenerate U-statistics,
Bing-Yi Jing, Junqing Yuan, Wang Zhou
Two results in statistical decision theory for detecting signals with unknown distributions and priors in white Gaussian noise.,
Dominique Pastor
Asymptotic Efficiency in Censored Alternating Renewal Processes,
Enrique E. Alvarez
Asymptotic results for the MPL estimators of the Contact Process,
Xavier Guyon, Besnik Pumo
A Practical Implementation of the Gibbs Sampler for Mixture of Distributions: Application to the Determination of Specifications in Food Industry,
Julien Cornebise, Myriam Maumy, Philippe Girard
Repeated Significance Tests for Distributions with Heavy Tails,
Joseph Glaz and Vladimir Pozdnyakov
Sequential Sampling Inspection Could Save Money: A Case in Connecticut in Point,
Nitis Mukhopadhyay
The Distributions of Stopping Times For Ordinary And Compound Poisson Processes With Non-Linear Boundaries: Applications to Sequential Estimation,
S. Zacks
Last exit times for a class of asymptotically linear estimators,
M. Atlagh, M. Broniatowski, G. Celant
Adaptive M-Estimators For Robust Covariance Estimation,
Christopher L. Brown, Ramon F. Brcich, Abdelhak M. Zoubir
Minimum Entropy Estimators in Semiparametric Regression Problems,
Eric Wolsztynski, Eric Thierry, Luc Pronzato
Fair valuation schemes for life annuity contracts,
Mariarosaria Coppola, Emilia Di Lorenzo, Marilena Sibillo
The Fair Valuation of Life Insurance Partecipating Policies: The Mortality Risk Role,
Massimiliano Politano
The relationship between Stock Market Returns and Inflation: An econometric investigation using Greek data,
Dimitris Ioannides, Costas Katrakilidis , Andreas Lake
An Application of the Stochastic McShane’s Equations in Financial Modelling,
G. Constantin
Brownian-laplace motion and its use in financial modelling,
William J. Reed
Managing VaR for a bond using bond put options,
Griselda Deelstra, Ahmed Ezzine, Dries Heyman, Michèle Vanmaele
Valuing Credit Default Swap in a non-Homogeneous Semi-Markovian Rating-Based Model.,
Guglielmo D’Amico, Giovanna De Medici, Jacques Janssen
Credit risk migration semi-Markov models: a reliability approach.,
Guglielmo D’Amico, Jacques Janssen, Raimondo Manca
An application of comonotonicity in multiple state models,
Jaap Spreeuw
Homogeneous Backward Semi-Markov Reward Models for Insurance Contracts,
Raimondo Manca, Dmitrii Silvestrov, Fredrik Stenberg
Discrete Time Reward Processes, Stochastic Annuities and Insurance Models,
Jaqcues Janssen, Raimondo Manca, Giuseppina Ventura
Product-limit estimators of the survival function with left or right censored data,
Valentin Patilea, Jean-Marie Rolin
Stochastic Models Applied in Health Care and Medical Education,
Augustin Prodan, Madalina Rusu, Rodica Prodan, Remus Campean
Parametric and Non Homogeneous semi-Markov Process for HIV Control,
Eve Mathieu, Yohann Foucher, Pierre Dellamonica, Jean-Pierre Daures
Modelling the recurrence of bladder cancer,
Gregorio Rubio , Cristina Santamaría , Belén García , José Luis Pontones
A heuristic approach in hepatic cancer diagnosis using a probabilistic neural network-based model,
Marina Gorunescu, Florin Gorunescu, Marius Ene, Elia El-Darzi
Estimating Vaccine Efficacy,
Claude Lefèvre
Coalescent analysis of genetic instability,
Mathieu Emily, Olivier François
Play-the-winner rule in clinical trials: models for adaptative designs and Bayesian methods,
Bruno Lecoutre, Khadija Elqasyr
Time-Average Optimality for Semi-Markov Control Processes,
Anna Jaskiewicz, Andrzej S. Nowak
Centered Semi-Markov Random Walk in Diffusion Approximation Scheme,
Vladimir S. Koroliuk, Nikolaos Limnios
Nonparametric Estimation for Semi-Markov Processes Based on K-Sample Paths with Application to Reliability,
Nikolaos Limnios, Brahim Ouhbi
Visual tracking and auxiliary discrete processes,
Patrick Pérez, Jaco Vermaak
On Triplet Markov Chains,
Wojciech Pieczynski, François Desbouvries
Variations on Markovian Quadtree Model for Multiband Astronomical Image Analysis,
Christophe J.-F. Collet, Farid Flitti
Estimation for partially observed semi-Markov processes via self-consistency equations,
Odile Pons
On the estimation of the entropy rate of finite Markov chains,
Gabriela Ciuperca, Valerie Girardin
Some reward paths in semi Markov models with stochastic selection of the transition probabilities,
Aleka A. Papadopoulou, George M. Tsaklidis
NHMMPAR for the Analysis of Air Pollution in the Lagoon of Venice,
Roberta Paroli, Silvia Pistollato, Maria Rosa, Luigi Spezia
On Occurrences of Words under Markovian Hypothesis,
Ourania Chryssaphinou, Margarita Karaliopoulou, Nikolaos Limnios
Markovian auto-models with mixed states,
Cécile Hardouin, Jian-Feng Yao
A new detection scheme: the sequential Markov detector,
Didier Billon
Markov Random Fields for Recognizing Textures modeled by Feature Vectors,
Juliette Blanchet, Florence Forbes, Cordelia Schmid
A multicriteria decision method to evaluate local transport service,
Laura Grassini, Alessandro Viviani
Queues with server vacations in urban traffic control,
Maria de Lurdes Simões, Paula Milheiro Oliveira, Américo Pires da Costa
Stability of the two queue system,
Iain M. MacPhee, Lisa J. Müller
Diagnostic tests for frailty,
P. Economou, C. Caroni
On Thresholds of Moving Averages With Prescribed On Target Significant Levels,
A. R. Soltani, S. A. Al-Awadhi, W. M. Al-Shemeri
Weibull survivals with changepoints and heterogeneity,
Ana-María Lara-Porras, Esteban Navarrete-Alvarez, Julia García-Leal, José-Manuel Quesada-Rubio
Towards a filter-based EM-algorithm for parameter estimation of Littlewood’s software reliability model,
James Ledoux
On Two New Methods for Constructing Multivariate Probability Distributions with System Reliability Motivations,
Jerzy Filus, Lidia Filus
A reliability system governed by a LDQBD process,
Pérez-Ocón, Rafael, Montoro-Cazorla, Delia, Ruiz-Castro, Juan Eloy
Estimation Methods for Accelerated Failure Time Model,
Zhezhen Jin
Adaptive Design for Clinical Trials,
Mark Chang
Bayesian Analysis for Markers and Degradation,
Mei-Ling Ting Lee, Maria Shubina, Alan Zaslavsky
A Statistical Analysis of the 2D Discrete Wavelet Transform,
Alexandru Isar, Sorin Moga, Xavier Lurton
Stochastic Restoration Of Local-Scale Meteorological Records Under Urban Heat Island Signal,
Paulo Lucio, Ricardo Deus
Prediction and Conditional Simulation of a 2D Lognormal Diffusion Random Field,
Ramón Gutiérrez, Concepción Roldán, Ramón Gutiérrez-Sánchez, José M. Angulo
Approximating processes of stochastic diffusion models under spatial uncertainty,
L. Jódar, J. C. Cortés, P. Sevilla, L. Villafuerte
Nonparametric Regression in Time Series with Errors-in-Variables,
Dimitris Ioannides, Philippos Alevizos
Classification of GARCH Time Series: A Simulation Study,
Thomas Kalantzis, Demetrios Papanastassiou
Time series analysis, control charts: An industrial application,
Amor Messaoud, Claus Weihs, Franz Hering
Chaotic Aspects of a GRM1 Innovation Diffusion Model,
Christos H. Skiadas, Giannis Rompogiannakis, Apostolos Apostolou, John Dimotikalis
A New Modeling Approach Investigating the Diffusion Speed of Mobile Telecommunication Services in EU-15,
Apostolos N. Giovanis, Christos H. Skiadas
Time series prediction of the Greek manufacturing index for the non-metallic minerals sector using a Neuro-fuzzy approach (ANFIS),
George Atsalakis, Camelia Ucenic, Christos H. Skiadas
Solving fuzzy systems of linear equations by a nonlinear programming method,
H. Reynaerts, S. Muzzioli
Input Control in Fuzzy Non-Homogeneous Markov Systems,
Maria Symeonaki, Giogros Stamou
Modelling and analysis of Internet Pricing: introduction and challenges,
Yezekael Hayel, Patrick Maillé, Bruno Tuffin
Asymptotic behavior of a GPRS/EDGE network with several cells controlled by a global capacity limit,
Georges Nogueira, Bruno Baynat, Pierre Eisenmann
Estimation of the Memory index of transmission rate measurements,
Gilles Faÿ, François Roueff, Philippe Soulier
Discrimination between deterministic trend and stochastic trend processes,
Jorge Caiado, Nuno Crato
Nonparametric laws in the performance evaluation of the reliable, unreliable and renewal systems,
Smail Adjabi, Karima Lagha, Nabil Zougab , Hillal Touati
Empirical comparison of Arcing algorithms,
Riadh Khanchel, Mohamed Limam
Estimation statistique de fonctions d’appartenance d’ensembles flous,
Florence Dupuis, Alain Hillion
Parameter optimization for Support Vector Regression,
Üstün, B., Melssen, W.J., Buydens L.M.C.
Bayesian Effetive Sample and Parameter Size,
Xiaodong Lin
Evaluating the Sensitivity of Goodness-of-Fit Indices to Data Perturbation: An Integrated MC-SGR Approach,
Massimiliano Pastore, Luigi Lombardi
Neural network nonlinear binary factor analysis ,
Dusan Husek, Alexander A. Frolov, Hana Rezankova, Vaclav Snasel, Michel Dufosse, Pavel Polyakov
Computing all-terminal reliability of stochastic networks with Binary Decision Diagrams,
Gary Hardy , Corinne Lucet , Nikolaos Limnios
On the multivariate kernel distribution estimator under association,
Cecília Azevedo, Paulo E. Oliveira
Reference curves estimation via Sliced Inverse Regression,
Ali Gannoun, Stéphane Girard, Christiane Guinot, Jérôme Saracco
Estimation of the population mean using auxiliary information when some observations are missing,
M del Mar Rueda, Silvia Gonzàlez, Antonio Arcos, Yolanda Romàn, M Dolores Martínez, Juan Fco. Muñoz
A Comparison of Methods for Joint Modelling of Mean and Dispersion,
Ilmari Juutilainen, Juha Röning
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