TERMIUM Plus^®

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... personalized pricing algorithms tailor prices to individuals or groups of individuals based on various characteristics. These may be found through consumer data about demographics, online behaviour, and transaction history.  1, record 1, English, - personalized%20pricing%20algorithm

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[...] les algorithmes de tarification personnalisée ajustent les prix pour les personnes ou les groupes de personnes en fonction de diverses caractéristiques. Ces caractéristiques peuvent être établies en fonction de données sur les consommateurs, comme les particularités démographiques, les comportements en ligne et l'historique des transactions.  2, record 1, French, - algorithme%20de%20tarification%20personnalis%C3%A9e

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Some algorithms recommend or automatically set a price based on market conditions; these are known as dynamic pricing algorithms. Examples of market conditions include supply and demand, other firms' prices, inventory levels. Factors such as time of day, season, weather and local events are also monitored since they may have an impact on supply and demand.  1, record 2, English, - dynamic%20pricing%20algorithm

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Certains algorithmes recommandent ou définissent automatiquement un prix en fonction des conditions du marché; ceux-ci s'appellent algorithmes de tarification dynamique. Des exemples de conditions du marché comprennent l'offre et la demande, les prix d'autres entreprises et les niveaux d'inventaire. Des facteurs comme l'heure de la journée, la saison, les conditions météorologiques et les événements locaux sont également surveillés puisqu'ils peuvent influencer l'offre et la demande.  3, record 2, French, - algorithme%20de%20tarification%20dynamique

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An automated algorithm that analyzes various data sources to determine the optimal price for products or services in order to maximize profits.  2, record 3, English, - pricing%20algorithm

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Algorithme automatisé qui analyse diverses sources de données afin de déterminer les prix optimaux de produits ou de services pour maximiser les profits.  5, record 3, French, - algorithme%20de%20tarification

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The expectation maximization (EM) algorithm computes maximum likelihood estimates of unknown parameters in probabilistic models involving latent variables. More pragmatically speaking, the EM algorithm is an iterative method that alternates between computing a conditional expectation and solving a maximization problem, hence the name expectation maximization.  2, record 4, English, - expectation%20maximization%20algorithm

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Algorithme d'apprentissage non supervisé qui permet de trouver les paramètres du maximum de vraisemblance d'un modèle probabiliste même lorsque ce dernier dépend de variables latentes.  2, record 4, French, - algorithme%20esp%C3%A9rance%2Dmaximisation

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[The] gradient boosting algorithm is an ensemble learning method based on a combination of additive models (weak learners), which can gradually learn from the previous misclassifications to create a stronger learning model. This algorithm has been complemented with a feature selection process that increases the overall performance by extracting the most relevant features from the input data.  2, record 5, English, - gradient%20boosting%20algorithm

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Par rapport à un seul arbre de décision [...], l'apprentissage d'ensemble génère plusieurs arbres de décision afin d'obtenir une grande précision dans la prédiction. [...] l'algorithme d'amplification du gradient [...] combine plusieurs apprenants faibles en un apprenant fort en ajoutant séquentiellement des prédicteurs pour corriger son prédécesseur. L'erreur résiduelle est minimisée par l'ajout d'arbres [...]  2, record 5, French, - algorithme%20d%27amplification%20du%20gradient

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Using a clustering algorithm means [giving] the algorithm a lot of input data with no labels [to] let it find any groupings in the data it can. Those groupings are called clusters.  3, record 6, English, - clustering%20algorithm

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[...] les algorithmes de regroupement visent à diviser l'ensemble des données en sous-ensembles relativement homogènes en maximisant l'homogénéité à l'intérieur de chaque groupe et en minimisant les similarités entre les différents groupes.  1, record 6, French, - algorithme%20de%20regroupement

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The detection steps of the two-stage algorithms are mainly as follows: first extract features, second extract region proposal, and third is classification positioning.  2, record 7, English, - two%2Dstage%20algorithm

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two-stage algorithm: A "two-stage algorithm" should not be confused with a "two-step algorithm." "Two-stage" implies a process with distinct levels or phases of operation, while "two-step" refers to a process involving two sequential actions.  3, record 7, English, - two%2Dstage%20algorithm

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An algorithm that scans [a] list and allocates the first memory cell that is large enough, retaining the fragment left over.  2, record 8, English, - first%2Dfit%20algorithm

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The stack algorithm ... is a metric first search performed iteratively: an ordered stack containing previously examined paths (of different lengths in bits and in symbols) is maintained.  2, record 9, English, - stack%20algorithm

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En general, todo algoritmo que emplea un apilamiento, pero específicamente aquél que decodifica un código convolucional.  1, record 9, Spanish, - algoritmo%20de%20apilamiento

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Many ... explanation-based generalization algorithms also cannot alter the structure of their explanations. No additional objects nor inference rules can be incorporated into the explanation. These algorithms work by changing constants in the observed example to variables with constraints.  2, record 10, English, - explanation%2Dbased%20generalization%20algorithm

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The presented boundary search algorithm has the following advantages: I. high precision, II. high efficiency, III. simple data structure. The collision detection and collision geometry modeling are important tasks which build the basis for the analysis of the contact kinematics and contact force computation.  2, record 11, English, - boundary%20search%20algorithm

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The Viterbi algorithm is a maximum-likelihood algorithm that can be applied to [the] decoding of convolutional codes.  3, record 12, English, - Viterbi%20decoding%20algorithm

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La méthode de décodage des codes convolutifs utilise des algorithmes d'estimation d'erreur basés sur un principe de maximum de vraisemblance. L'algorithme de Viterbi permet de déterminer ce maximum de vraisemblance de façon efficace.  3, record 12, French, - algorithme%20de%20d%C3%A9codage%20de%20Viterbi

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Once the secondary images have been made, the property algorithm itself can be run. The inputs for the algorithm consist of the zone map of the entire region, column density maps, interpolation maps of the column densities of dust and [carbon monoxide (CO)] ...  2, record 13, English, - property%20algorithm

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[Researchers] first show that a direct adaptation of propagation algorithms for probabilistic networks is not appropriate ... with new observations and interventions.  2, record 14, English, - propagation%20algorithm

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Algorithme dans lequel un objet est reconstruit dans différents plans, la mise au point étant réalisée visuellement ou par un algorithme convenable.  2, record 14, French, - algorithme%20de%20propagation

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Nearest-neighbour algorithms are among the most popular methods used in statistical pattern recognition. The models are conceptually simple, and empirical studies have shown that their performance is highly competitive against other techniques.  2, record 15, English, - nearest%2Dneighbour%20algorithm

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L'algorithme du plus proche voisin illustre le phénomène de non-contrôle de l'erreur de fluctuation, lorsque la classe de fonctions [...] est trop grande relativement aux nombres de données d'entraînement [...] Cet algorithme produit une erreur empirique nulle, mais il généralise mal car l'erreur de fluctuation est importante.  2, record 15, French, - algorithme%20du%20plus%20proche%20voisin

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An algorithm that is an ordered set of fuzzy instructions that, when executed, yield an approximate solution to a given problem.  2, record 16, English, - fuzzy%20algorithm

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The top-level algorithm is a multi-objective genetic algorithm (GA) whose goal is to obtain clustering schemes in which the network lifetime is optimized for different delay values.  2, record 17, English, - top%2Dlevel%20algorithm

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From general observations in related areas of biomedical image analysis, it would seem that improved methods for neuron tracing are possible by bridging the dichotomy of global processing versus local exploration algorithms, exploiting the best of both worlds in a multiscale framework, and moving towards probabilistic rather than deterministic image segmentation approaches.  2, record 18, English, - local%20exploration%20algorithm

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An algorithm requiring a search of all memory cells available for allocation until one is found which fits best.  2, record 19, English, - best%2Dfit%20algorithm

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[An algorithm] determining the angle at which visual structures are projected on a view plane.  2, record 20, English, - projection%20algorithm

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Almost any probabilistic search algorithm can be analyzed using landscapes where the algorithm walks along the landscape graph an edge at a time. This means that even [genetic algorithms (GA)] can be seen as doing a local search.  2, record 21, English, - probabilistic%20search%20algorithm

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Récemment, les techniques développées en planification de trajectoires, autour des algorithmes de recherche probabiliste, permettent de traiter des problèmes de grande dimension en perdant la propriété de complétude (complet en probabilité).  2, record 21, French, - algorithme%20de%20recherche%20probabiliste

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First, [researchers] propose a bi-objective optimization model integrated with irregular headways under daily operations. Second, a sequential search algorithm is developed that independently optimizes the first objective to obtain an initial solution and iteratively searches the improved timetables to minimize the total transfer waiting time.  2, record 22, English, - sequential%20search%20algorithm

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Algoritmo de búsqueda, el más sencillo, en el que las claves se buscan secuencialmente desde la parte superior o inicio del archivo (fichero) hasta hallarse una correspondencia.  1, record 22, Spanish, - algoritmo%20de%20b%C3%BAsqueda%20secuencial

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The enumerative algorithm was tested and refined through feedback from two rounds of large-scale experimental testing, involving in total the assembly of synthetic genes encoding 7,896 designs and assessment of their stability on yeast cell surface, detailed biophysical characterization of 64 designs, and crystal structures of 5 designs.  2, record 23, English, - enumerative%20algorithm

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[...] la procédure [Davis, Putnam, Logemann et Loveland (DPLL)] est un algorithme énumératif dont le but est de générer un arbre de recherche. Deux points importants renforcent cet algorithme, qui sont la fonction de simplification de la formule et celle du choix de la prochaine variable à affecter. Donc c'est bien grâce à ces améliorations qu'il est possible d'éviter certaines redondances dans la recherche effectuée.  2, record 23, French, - algorithme%20%C3%A9num%C3%A9ratif

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The introduced critical path algorithm allows for grouping linear activities into four categories regarding their critical status and their ability to influence project duration. The method is applied to a low‐pressure pipeline construction project and the results are presented.  2, record 24, English, - critical%20path%20algorithm

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Monothetic clustering is a divisive clustering method that uses a hierarchical, recursive partitioning of multivariate responses based on binary decision rules that are built from individual response variables ... Based on the ideas of classification and regression trees, a monothetic clustering algorithm was implemented ... to allow further explorations and modifications.  2, record 25, English, - monothetic%20clustering%20algorithm

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Once the analog to digital converter has converted the sound to digital format, its work is over. It can't understand what the words mean, and the speech recognition algorithm has to be applied to the sound to convert it into text.  2, record 26, English, - speech%2Drecognition%20algorithm

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Polynomial-time algorithms are considered to be efficient, while exponential-time algorithms are considered inefficient, because the execution times of the latter grow much more rapidly as the problem size increases.  3, record 27, English, - polynomial%2Dtime%20algorithm

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The focusing algorithm places all reflectors in their correct physical positions and thus allows relatively simple separation of reflections coming from above surface reflectors, the air-ground interface and buried objects. This substantially simplifies the task of object detection. Furthermore, the focusing algorithm reconstructs the reflector shape (how accurately this is done depends on the focusing algorithm) ...  2, record 28, English, - focusing%20algorithm

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The key to developing a parallel inference algorithm is to exploit or introduce independencies. In the sequential Monte Carlo samplers, this independence can lead to high variance in the resulting estimate. In [other algorithms], the independence is only achieved by introducing approximations.  2, record 29, English, - parallel%20inference%20algorithm

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The candidate elimination algorithm applied to these data cannot produce a correct hypothesis. This is because there exist positive examples, whose least generalization covers some negative examples.  2, record 30, English, - candidate%20elimination%20algorithm

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[...] l'algorithme d'élimination des candidats [...] est un algorithme très simple d'apprentissage incrémental à partir d'exemples [...]  2, record 30, French, - algorithme%20d%27%C3%A9limination%20des%20candidats

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An algorithm where the language understanding process uses syntactic, semantic, pragmatic and contextual analyses in an integrated fashion.  2, record 31, English, - parsing%20algorithm

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The construction of suitable mesh configurations for spline models that provide local refinement capabilities is one of the fundamental components for the analysis and development of adaptive isogeometric methods. [Researchers] investigate the design and implementation of refinement algorithms for hierarchical B-spline spaces that enable the construction of locally graded meshes.  3, record 32, English, - refinement%20algorithm

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[...] un algorithme d'optimisation locale va permettre de trouver une solution de coût inférieur. Un tel algorithme est appelé algorithme d'affinage (le terme raffinage est aussi utilisé), et permet d'affiner une partition. De même, la partition trouvée par l'algorithme d'optimisation globale peut ne pas respecter la balance de partitionnement.  4, record 32, French, - algorithme%20de%20raffinement

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Object recognition is the process of matching a representation of an object's image to a representation in long-term memory. The properties of any given object recognition algorithm (including the algorithm that the human visual system uses ...) are determined jointly by the representations on which it is based and the operations that match those representations to memory.  2, record 33, English, - object%2Drecognition%20algorithm

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Web services and applications that utilize large amounts of semistructured data require data to remain consistent and be stored efficient. Several normalization algorithms for semistructured database systems have been developed to satisfy these needs.  2, record 34, English, - normalization%20algorithm

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Cette thèse introduit la notion de transducteur travailleur, forme normalisée de transducteurs séquentiels, cherchant à produire la sortie le «plus tôt possible» dans la transduction. À l'aide d'un algorithme de normalisation et de minimisation, [les chercheurs prouvent] qu'il existe un représentant canonique, unique transducteur travailleur minimal, pour chaque transduction de notre classe.  2, record 34, French, - algorithme%20de%20normalisation

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An algorithm [that] makes decisions about what move to make next solely based on the minimum [or] maximum values of the heuristic evaluation function of the successors of the current state.  2, record 35, English, - heuristic%20search%20algorithm

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Un arbre de recherche de Monte Carlo est un algorithme de recherche heuristique généralement utilisé pour la prise de décision.  2, record 35, French, - algorithme%20de%20recherche%20heuristique

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Recall that typical integer programming algorithms progress by solving a sequence of intermediate linear programming problems.  2, record 36, English, - integer%20programming%20algorithm

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[Les chercheurs] ont défini au départ un algorithme de programmation en nombres entiers qui a comme fonction objectif la minimisation du nombre des éléments exceptionnels et des éléments vides.  2, record 36, French, - algorithme%20de%20programmation%20en%20nombres%20entiers

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A set of instructions and rules for processing biometric samples ...  2, record 37, English, - biometric%20algorithm

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Biometric algorithms are automated methods that enable a biometric system to recognize an individual by his or her anatomical/behavioral traits. They consist of a sequence of automated operations performed by the system to verify or identify its ownership. These operations include quality assessment, enhancement, feature extraction, classification/indexing, matching and fusion, as well as compression algorithms, often used to reduce storage space and bandwidth.  3, record 37, English, - biometric%20algorithm

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The complete processing of biometric signals and data may involve: signal detection, segmentation, biometric feature extraction ..., quality assessment, biometric model generation, biometric template generation, comparison ..., biometric comparison decision ..., compression, decompression, etc.  2, record 37, English, - biometric%20algorithm

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biometric algorithm: designation and definition standardized by ISO in collaboration with the International Electrotechnical Commission.  4, record 37, English, - biometric%20algorithm

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Ensemble d'instructions et de règles applicables au traitement des échantillons biométriques [...]  2, record 37, French, - algorithme%20biom%C3%A9trique

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Le traitement complet des signaux et des données biométriques peut impliquer : la détection du signal, la segmentation, l'extraction d'attributs biométriques [...], l'évaluation de la qualité, la génération de modèles biométriques [...], la génération de gabarits biométriques [...], la comparaison [...], la décision de comparaison biométrique [...], la compression, la décompression, etc.  2, record 37, French, - algorithme%20biom%C3%A9trique

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algorithme biométrique : désignation et définition normalisées par l'ISO en collaboration avec la Commission électrotechnique internationale.  3, record 37, French, - algorithme%20biom%C3%A9trique

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[...] el algoritmo biométrico [...] permite almacenar en la tarjeta identificativa la información de la huella digital del ciudadano.  1, record 37, Spanish, - algoritmo%20biom%C3%A9trico

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A mapping algorithm or mapper is an algorithm able to find a mapping solution given a quantum circuit and a target device.  2, record 38, English, - mapping%20algorithm

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Algorithme qui permet de déterminer les modifications nécessaires qu'un compilateur doit apporter à un circuit quantique afin que ce dernier respecte les restrictions du processeur quantique.  1, record 38, French, - algorithme%20de%20mappage

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Collaborative filtering algorithms are a class of knowledge discovery algorithms that give recommendations to a user based on the ratings of other similar users in the system.  2, record 39, English, - collaborative%20filtering%20algorithm

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Les algorithmes de filtrage collaboratif reposent sur l'idée que, si deux clients ont un historique de notation similaire, ils se comporteront de la même manière à l'avenir [...]  2, record 39, French, - algorithme%20de%20filtrage%20collaboratif

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An asymmetric cipher that uses two keys, one for encryption, the public key, and the other for decryption, the private key.  1, record 40, English, - asymmetric%20algorithm

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As implied by the key names, the public key used to encode plaintext can be made available to anyone. However, the private key must remain secret. Only the private key can decrypt the ciphertext.  1, record 40, English, - asymmetric%20algorithm

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Les algorithmes asymétriques nécessitent la création d'une clé publique et d'une clé privée. La clé publique peut être mise à la connaissance de n'importe qui, mais le personnel responsable du déchiffrement doit uniquement connaître la clé privée correspondante.  5, record 40, French, - algorithme%20asym%C3%A9trique

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A mathematical function used for encryption and decryption.  3, record 41, English, - cryptographic%20algorithm

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Most cryptographic algorithms are based on a substitution cipher, a transposition cipher, or a combination of both.  3, record 41, English, - cryptographic%20algorithm

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La protection logique des données échangées entre un émetteur et un récepteur peut être assurée par l'utilisation d'algorithmes cryptographiques paramétrés par des clés.  3, record 41, French, - algorithme%20cryptographique

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[...] función matemática usada en los procesos de encriptación y desencriptación.  3, record 41, Spanish, - algoritmo%20criptogr%C3%A1fico

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Un algoritmo de cifrado o algoritmo criptográfico es un método matemático cuya utilidad es encriptar y desencriptar un determinado mensaje. Generalmente funciona empleando una o más claves como parámetros del algoritmo, de modo que sean necesarias para recuperar el mensaje a partir de la versión cifrada.  4, record 41, Spanish, - algoritmo%20criptogr%C3%A1fico

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A class of algorithms have been developed that operate via an iterative offspring production process. These iterative offspring production processes are commonly termed evolutionary algorithms, and include genetic algorithms, mutation algorithms, and the like. In a typical evolutionary algorithm, certain attributes, or genes, are assumed to be related to an ability to perform a given task, different combinations of genes resulting in different levels of effectiveness for performing that task. The evolutionary algorithm is particularly effective for problems wherein the relation between the combination of attributes and the effectiveness for performing the task does not have a closed-form solution.  1, record 42, English, - evolutionary%20algorithm

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evolutionary algorithm: designation validated by Canadian subject-field experts from Concordia University, Dalhousie University, Laval University and Microsoft Canada.  2, record 42, English, - evolutionary%20algorithm

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Les algorithmes évolutionnistes (AE) ont des origines diverses : à la fin des années 1950, certains mécanismes d'évolution naturelle sont simulés via des programmes informatiques [...] Une solution fonctionnelle fut proposée par [un chercheur] en 1975, sous le nom d'algorithme génétique [...] dans le but de modéliser ces mécanismes.  1, record 42, French, - algorithme%20%C3%A9volutionniste

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Les algorithmes évolutifs sont des algorithmes stochastiques fondés sur la manipulation du processus d'évolution et d'adaptation des organismes dans les milieux naturels. Dans cette large classe d'algorithmes, on retrouve la sous-classe des algorithmes génétiques.  2, record 42, French, - algorithme%20%C3%A9volutionniste

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algorithme évolutionnaire : L'adjectif «évolutionnaire» est courant dans les textes spécialisés, mais il s'agit d'un anglicisme. Au contraire des adjectifs «évolutionniste» et «évolutif», il ne figure dans aucun dictionnaire.  4, record 42, French, - algorithme%20%C3%A9volutionniste

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algorithme évolutionniste; AE; algorithme évolutif : désignations validées par des spécialistes canadiens de l'Université Concordia, de l'Université Dalhousie, de l'Université Laval et de Microsoft Canada.  4, record 42, French, - algorithme%20%C3%A9volutionniste

Record 42,  Textual support,  Spanish

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Los algoritmos evolutivos recrean la teoría darwiniana para resolver problemas de búsqueda y optimización. Trabajan con una población de potenciales soluciones al problema a resolver representadas en una estructura de datos que recibe el nombre de cromosoma.  1, record 42, Spanish, - algoritmo%20evolutivo

Record 43,  Textual support,  English

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The two-step algorithm uses the (agglomerative) hierarchical clustering method, because it works well with the auto-cluster method. The algorithm is based on a distance measure that gives the best results if all variables are independent, the continuous variables have a normal distribution, and the categorical variables have a multinomial distribution.  2, record 43, English, - two%2Dstep%20algorithm

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two-step algorithm: A "two-step algorithm" should not be confused with a "two-stage algorithm." "Two-step" refers to a process involving two sequential actions, while "two-stage" implies a process with distinct levels or phases of operation.  3, record 43, English, - two%2Dstep%20algorithm

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The harmony search algorithm (HSA) is a swarm intelligence optimization algorithm which has been successfully applied to a broad range of clustering applications, including data clustering, text clustering, fuzzy clustering, image processing, and wireless sensor networks.  2, record 44, English, - harmony%20search%20algorithm

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The HSA, inspired by musical performance process, consists of three operators: random search, harmony memory considering rule, and pitch adjusting rule.  3, record 44, English, - harmony%20search%20algorithm

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[...] el algoritmo de búsqueda armónica se basa en el proceso de la improvisación musical [...]  1, record 44, Spanish, - algoritmo%20de%20b%C3%BAsqueda%20arm%C3%B3nica

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Clonal selection algorithms are ... inspired by the clonal selection theory of acquired immunity that explains how B and T-lymphocytes improve their response to antigens over time ...  2, record 45, English, - clonal%20selection%20algorithm

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[The] Canada Research Chair in Generative Modelling, designs general learning algorithms for computers so they can fit flexible models directly from unfiltered data and build abstract representations on their own—creating powerful and flexible tools for making predictions or decisions.  2, record 46, English, - general%2Dpurpose%20learning%20algorithm

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[Le] titulaire de la Chaire de recherche du Canada en modélisation générative crée des algorithmes d'apprentissage général destinés aux ordinateurs afin qu'ils puissent adapter des modèles flexibles directement à partir de données non filtrées et produire des représentations abstraites par eux-mêmes, construisant ainsi des outils à la fois puissants et souples de prédiction ou de prise de décisions.  1, record 46, French, - algorithme%20d%27apprentissage%20g%C3%A9n%C3%A9ral

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Linear prediction (LP) forms an integral part of almost all modern day speech coding algorithms.  1, record 47, English, - speech%20coding%20algorithm

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Les algorithmes de codage de parole peuvent être divisés en trois classes distinctes : les codeurs temporels ou de forme d'onde, les codeurs paramétriques et les codeurs hybrides.  2, record 47, French, - algorithme%20de%20codage%20de%20la%20parole

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Record 48,  Textual support,  English

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The purpose of the cross-correlation algorithm is to calculate the time difference of [the] upstream and downstream signal.  1, record 48, English, - cross%2Dcorrelation%20algorithm

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En utilisant un algorithme de corrélation croisée sur une séquence d'images prises à courts intervalles de temps, il est possible de décrire de façon précise le changement de position de groupes de marqueurs.  1, record 48, French, - algorithme%20de%20corr%C3%A9lation%20crois%C3%A9e

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Iterative algorithms are algorithms involving loops ...  2, record 49, English, - iterative%20algorithm

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Les algorithmes itératifs font appel à des boucles.  2, record 49, French, - algorithme%20it%C3%A9ratif

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A recursive algorithm is an algorithm that refers to itself when it is executing.  1, record 50, English, - recursive%20algorithm

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Un algorithme récursif est un algorithme qui comporte au moins un appel à lui-même et au moins une condition d'arrêt.  2, record 50, French, - algorithme%20r%C3%A9cursif

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Un algoritmo recursivo es aquel que expresa la solución de problemas en sí mismo y de una solución simple conocida; ésta, es una referencia que permite completar la solución en una cantidad finita de pasos. Los algoritmos recursivos pueden adoptar la forma de funciones que retornan un valor o que causan un efecto.  1, record 50, Spanish, - algoritmo%20recursivo

Record 51,  Textual support,  English

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The hierarchical classification algorithm evaluates the membership value of an image object against a list of selected classes.  1, record 51, English, - hierarchical%20classification%20algorithm

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The affinity propagation clustering algorithm defines messages that are exchanged between data points indicating the "affinity" each point has for another to act as its exemplar.  3, record 52, English, - affinity%20propagation%20clustering%20algorithm

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Multi-level algorithms typically construct a graph hierarchy with the original graph at the leaf level and coarser approximations at higher levels.  3, record 53, English, - multi%2Dlevel%20algorithm

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... an active preference learning algorithm proposes at least two new paths in each iteration ...  2, record 54, English, - active%20preference%20learning%20algorithm

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[A] machine learning algorithm that assumes that the data points are generated from a mixture of probability distributions [that] aims to identify the underlying probability distributions that generate the data, and uses this information to cluster the data into groups with similar properties.  1, record 55, English, - distribution%2Dbased%20clustering%20algorithm

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... a divisive hierarchical clustering algorithm ..., which groups alternatives into homogeneous groups with similar preferences [has been developed].  1, record 56, English, - divisive%20hierarchical%20clustering%20algorithm

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Clusters are dense regions in the data space, separated by regions of the lower density of points. The DBSCAN algorithm is based on [the] intuitive notion of "clusters" and "noise." The key idea is that for each point of a cluster, the neighborhood of a given radius has to contain at least a minimum number of points.  3, record 57, English, - DBSCAN%20clustering%20algorithm

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DBSCAN: density-based spatial clustering of applications with noise.  3, record 57, English, - DBSCAN%20clustering%20algorithm

Record 57,  Textual support,  French

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DBSCAN : regroupement spatial basé sur la densité des applications avec bruit.  3, record 57, French, - algorithme%20DBSCAN

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... an unsupervised data mining algorithm used to perform hierarchical clustering over particularly large data-sets.  3, record 58, English, - BIRCH%20algorithm

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BIRCH: balanced iterative reducing and clustering using hierarchies.  4, record 58, English, - BIRCH%20algorithm

Record 58,  Textual support,  French

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[...] l'algorithme BIRCH [...] a été développé pour permettre le traitement de grands volumes de données dans un espace mémoire restreint. Pour ce faire, BIRCH réduit la taille du jeu de données initial en le résumant sous la forme d'une structure hiérarchique [...] dans laquelle les points sont agrégés successivement en fonction de leur similarité et de l'espace mémoire disponible.  2, record 58, French, - algorithme%20BIRCH

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BIRCH : réduction itérative équilibrée et regroupement à l'aide de hiérarchies.  3, record 58, French, - algorithme%20BIRCH

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Isolation forest is an unsupervised anomaly detection algorithm that uses ... decision trees under the hood to detect outliers in the data set.  1, record 59, English, - unsupervised%20anomaly%20detection%20algorithm

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... the preference learning algorithm ... learns the customer's preferences implicitly from the customer's behaviours by using a RBF [radial basis function] neural network.  2, record 60, English, - preference%20learning%20algorithm

Record 60,  Textual support,  French

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La croissance exponentielle [de la quantité de] données personnelles, et leur mise à disposition sur la toile, a motivé l'émergence d'algorithmes d'apprentissage de préférences à des fins de recommandation ou d'aide à la décision.  1, record 60, French, - algorithme%20d%27apprentissage%20de%20pr%C3%A9f%C3%A9rences

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Record 61,  Textual support,  English

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Agglomerative hierachy clustering algorithm. This is the most common type of hierarchical clustering algorithm. It's used to group objects in clusters based on how similar they are to each other. This is a form of bottom-up clustering, where each data point is assigned to its own cluster. Then those clusters get joined together. At each iteration, similar clusters are merged until all of the data points are part of one big root cluster.  1, record 61, English, - agglomerative%20hierarchy%20clustering%20algorithm

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