A genetic algorithm to ensemble feature selection

We are going to implement the "GA-SEFS" by Tsymbal and analyse experimentally its performance depending on the classifier algorithms used in the fitness function (NB, MNge, SMO). We are also going to study the effect of adding to the fitness function a measure to control complexity of the base classifiers.

5-2-19 [i.e. 5-2-20], exposition [internationale] d'aviculture au Grand Palais [vue d'ensemble des différentes cages] : [photographie de presse] / [Agence Rol]

Référence bibliographique : Rol, 57882

Noyon, ensemble de la cathédrale [Notre-Dame, dégâts dus à la guerre] : [photographie de presse] / [Agence Rol]

Référence bibliographique : Rol, 57126

Lagrimo occhi mici : air / Sigismont d'India, comp. ; réalisation Claude Crussard. Ohimé dov' e il mio ben : madrigal ; Maledetto... [etc.] / Monteverdi, comp. ; réalisation Claude Crussard ; Maria Castellazzi, Leïla Ben Sedira, S ; Ensemble instrumental Ars Rediviva

Comprend : Lagrimo occhi mici / Sigismont d'India, comp. ; réalisation Claude Crussard ; Maria Castellazzi, Leïla Ben Sedira, S ; Ensemble instrumental Ars Rediviva ; Ohimè, dov'è il mio ben ? / Monteverdi, comp. ; réalisation Claude Crussard ; Maria Castellazzi, Leïla Ben Sedira, S ; Ensemble instrumental Ars Rediviva ; Maledetto sia l'aspetto / Monteverdi, comp. ; réalisation Claude Crussard ; Maria Castellazzi, Leïla Ben Sedira, S ; Ensemble instrumental Ars Rediviva ; Chiome d'oro, bel thesoro / Monteverdi, comp. ; réalisation Claude Crussard ; Maria Castellazzi, Leïla Ben Sedira, S ; Ensemble instrumental Ars Rediviva

VOLUMES RELIES du Cabinet des titres : recherches de noblesse, armoriaux, preuves, histoires généalogiques. « Cathalogue des gentilshommes des provinces de Touraine, Anjou et Mayne, qui ont représenté, en exécution de l'arrest du Conseil du 22 mars 1666, leurs titres de noblesse ; ... ensemble le blazon de leurs armes ».

Il y a une table alphabétique des noms à la fin du volume.

VOLUMES RELIES du Cabinet des titres : recherches de noblesse, armoriaux, preuves, histoires généalogiques. « Généalogie de la famille des Hennequins ; ensemble des alliez et descendans d'icelle famille ».

Contient : Notes de naissances et décès de différents membres de la famille Lescot, descendants des Hennequins (1552-1745). — Blasons coloriés. — Au fol. 1, la mention : « A Jehan Lescot, sieur du Tronchet, contrerolleur ordinaire des guerres »

A mathematical excursion: From the three-door problem to a Cantor-type perfect set

We start with a generalization of the well-known three-door problem:the n-door problem. The solution of this new problem leads us toa beautiful representation system for real numbers in (0,1] as alternated series, known in the literature as Pierce expansions. A closer look to Pierce expansions will take us to some metrical properties of sets defined through the Pierce expansions of its elements. Finally, these metrical properties will enable us to present 'strange' sets, similar to the classical Cantor set.

Sentence de mort confirmee par Arrest de la Cour de Parlement de Paris, contre Manuel Magnan compagnon cordonnier, executé, à mort, Pour avoir pris & derobé le sainct Sacrement de l'Autel, en l'Eglise Commandataire de S. Iean de Lattran le 14 Féburier, 1620. Ensemble tout le contenu du Procès, Informations, et confessions, faicte par ledict Magnã, sur ledict larrecin & Sacrilege

[Acte. 1620-02-14]

BIOMOD - a platform for ensemble forecasting of species distributions

BIOMOD is a computer platform for ensemble forecasting of species distributions, enabling the treatment of a range of methodological uncertainties in models and the examination of species-environment relationships. BIOMOD includes the ability to model species distributions with several techniques, test models with a wide range of approaches, project species distributions into different environmental conditions (e.g. climate or land use change scenarios) and dispersal functions. It allows assessing species temporal turnover, plot species response curves, and test the strength of species interactions with predictor variables. BIOMOD is implemented in R and is a freeware, open source, package

Allegresse :chrestienne: +chrétienne+ de l'heureux succes des guerres de ce royaume , et de la justice de Dieu contre les rebelles au Roy... Ensemble le tombeau de Gaspar de Colligny jadis admiral de France... Par I.T.

Comprend : De guerre, paix ; Pyramide+ renversee sur la mort de Gaspar de Coligny ; Au :Roy: +Roi+ ; Ce que Dieu touche ard

The three phases of the ensemble forecasting of niche models: geographic range and shifts in climatically suitable areas of Utetheisa ornatrix (Lepidoptera, Arctiidae)

Species' geographic ranges are usually considered as basic units in macroecology and biogeography, yet it is still difficult to measure them accurately for many reasons. About 20 years ago, researchers started using local data on species' occurrences to estimate broad scale ranges, thereby establishing the niche modeling approach. However, there are still many problems in model evaluation and application, and one of the solutions is to find a consensus solution among models derived from different mathematical and statistical models for niche modeling, climatic projections and variable combination, all of which are sources of uncertainty during niche modeling. In this paper, we discuss this approach of ensemble forecasting and propose that it can be divided into three phases with increasing levels of complexity. Phase I is the simple combination of maps to achieve a consensual and hopefully conservative solution. In Phase II, differences among the maps used are described by multivariate analyses, and Phase III consists of the quantitative evaluation of the relative magnitude of uncertainties from different sources and their mapping. To illustrate these developments, we analyzed the occurrence data of the tiger moth, Utetheisa ornatrix (Lepidoptera, Arctiidae), a Neotropical moth species, and modeled its geographic range in current and future climates.