839 results on '"Tixier P"'
Search Results
2. Outpatient-Based Opioid Treatment Engagement and Attendance: A Prospective Cohort Study of Homeless-Experienced Adults
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Fine, Danielle R., Hart, Katherine, Critchley, Natalia, Chang, Yuchiao, Regan, Susan, Joyce, Andrea, Tixier, Emily, Sporn, Nora, Gaeta, Jessie, Wright, Joe, Kruse, Gina, and Baggett, Travis P.
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- 2024
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3. Ambulatory dispersal of Typhlodromus (Anthoseius) recki Wainstein (Acari: Phytoseiidae) along Solanceae stem
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Tixier, M.-S., Raeckelboom, A., Tabary, L., Douin, M., Navajas, M., and Navia, D.
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- 2024
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4. Impact of agroecological practices on Phytoseiidae communities in a vineyard of South of France: effect of covercrops and agroforestry
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Tabary, L., Navia, D., Steele, R., Douin, M., and Tixier, M.-S.
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- 2024
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5. Identification of quantitative trait locus and positional candidate loci influencing chicken egg quality under tropical conditions
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Lien, C. Y., Tixier-Boichard, M., Wu, S. W., and Chen, C. F.
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- 2024
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6. Plant, pest and predator interplay: tomato trichomes effects on Tetranychus urticae (Koch) and the predatory mite Typhlodromus (Anthoseius) recki Wainstein
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Tabary, Lou, Navia, Denise, Auger, Philippe, Migeon, Alain, Navajas, Maria, and Tixier, Marie-Stéphane
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- 2024
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7. Neoadjuvant anthracycline-based (5-FEC) or anthracycline-free (docetaxel/carboplatin) chemotherapy plus trastuzumab and pertuzmab in HER2 + BC patients according to their TOP2A: a multicentre, open-label, non-randomized phase II trial
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Ginzac, Angeline, Molnar, Ioana, Durando, Xavier, Motte Rouge, Thibault De La, Petit, Thierry, D’hondt, Véronique, Campone, Mario, Bonichon-Lamichhane, Nathalie, Venat Bouvet, Laurence, Levy, Christelle, Augereau, Paule, Pistilli, Barbara, Arsene, Olivier, Jouannaud, Christelle, Nguyen, Suzanne, Cayre, Anne, Tixier, Lucie, Mahier Ait Oukhatar, Céline, Nabholtz, Jean-Marc, Penault-Llorca, Frédérique, and Mouret-Reynier, Marie-Ange
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- 2024
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8. Modeling of the bending of an electroactive pseudo trilayer based on PEDOT, a semiconductor polymer
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Tixier, Mireille and Pouget, Joël
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Condensed Matter - Soft Condensed Matter - Abstract
Electroactive polymers (EAP) are smart materials that can be used as actuators, sensors or energy harvesters in many fields. We had previously studied an ionic metal-polymer composites (IPMC), which consists in an ionic polymer film such as Nafion saturated with water and coated on both sides with a thin layer of metal acting as electrodes. This system bends when it is subject to an electric field orthogonal to the film and can thus be used as an actuator. Conversely, the deflection of the film generates a potential difference between the electrodes ; the same system can therefore be used as a sensor.We have developed a ''continuous medium'' model for this system. The thermodynamics of linear irreversible processes had enabled us to establish its constitutive equations.We are currently interested in a system of close properties based on PEDOT, a semiconductor EAP. The central part of the device consists in two interpenetrating polymers playing the role of an ions reservoir. The PEDOT is polymerized on each side and forms an interpenetrating network with the two other polymers. A pseudo trilayer is obtained, the two outer layers containing the PEDOT acting as electrodes. It is then saturated with an ionic liquid. When the blade thus obtained is placed in an electric field orthogonal to its faces, the PEDOT undergoes a reduction reaction (or dedoping) on the side of the negative electrode, which attracts cations from the central part and therefore swells ; the blade ultimately bends towards the positive electrode.We have first adapted our model to this two-components system : the cations on the one hand, and the three polymers and the anions on the other hand. We have written its balance equations and thermodynamic relations first at the microscopic scale for each phase, then at the macroscopic scale for the whole material using an averaging technique. The thermodynamics of linear irreversible processes then provides its constitutive relations : a Kelvin - Voigt type stress-strain relation and generalized Fourier's and Darcy's laws. The equations obtained were applied to the case of a cantilevered blade subject to a continuous potential difference at constant temperature. The numerical resolution of the equations system enabled us to draw the profiles of the different quantities, which are very steep functions near the electrodes. We also evaluated the tip displacement and the force that must be exerted on the free end of the beam to prevent its displacement (blocking force). The results obtained are in good agreement with the experimental data published in the literature., Comment: in French language, 25{\`e}me Congr{\`e}s Fran{\c c}ais de M{\'e}canique (CFM 2022), AFM, Association Fran{\c c}aise de M{\'e}canique, Aug 2022, Nantes, France
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- 2023
9. Le numéro entier - Full Issue - Edição completa - Número completo.
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Florence Le Cam, Fabio Henrique Pereira, Florian Tixier, Isabelle Meuret, Laura Rosenberg, François Demers, Sandrine Lévêque, and Denis Ruellan
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journalisme ,combat ,luttes ,engagement ,Journalism. The periodical press, etc. ,PN4699-5650 - Published
- 2024
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10. Introduction
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Florian Tixier, Roseli Figaro, and Maria-Elena Hernandez
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journalisme ,combats ,Journalism. The periodical press, etc. ,PN4699-5650 - Abstract
Introduction
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- 2024
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11. Safer Together: Machine Learning Models Trained on Shared Accident Datasets Predict Construction Injuries Better than Company-Specific Models
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Tixier, Antoine J. -P. and Hallowell, Matthew R.
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Computer Science - Machine Learning - Abstract
In this study, we capitalized on a collective dataset repository of 57k accidents from 9 companies belonging to 3 domains and tested whether models trained on multiple datasets (generic models) predicted safety outcomes better than the company-specific models. We experimented with full generic models (trained on all data), per-domain generic models (construction, electric T&D, oil & gas), and with ensembles of generic and specific models. Results are very positive, with generic models outperforming the company-specific models in most cases while also generating finer-grained, hence more useful, forecasts. Successful generic models remove the needs for training company-specific models, saving a lot of time and resources, and give small companies, whose accident datasets are too limited to train their own models, access to safety outcome predictions. It may still however be advantageous to train specific models to get an extra boost in performance through ensembling with the generic models. Overall, by learning lessons from a pool of datasets whose accumulated experience far exceeds that of any single company, and making these lessons easily accessible in the form of simple forecasts, generic models tackle the holy grail of safety cross-organizational learning and dissemination in the construction industry., Comment: Added paragraph to background
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- 2023
12. Correction: Plant, pest and predator interplay: tomato trichomes effects on Tetranychus Urticae (Koch) and the predatory mite Typhlodromus (Anthoseius) recki Wainstein
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Tabary, Lou, Navia, Denise, Auger, Philippe, Migeon, Alain, Navajas, Maria, and Tixier, Marie-Stéphane
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- 2024
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13. FrugalScore: Learning Cheaper, Lighter and Faster Evaluation Metricsfor Automatic Text Generation
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Eddine, Moussa Kamal, Shang, Guokan, Tixier, Antoine J. -P., and Vazirgiannis, Michalis
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Computer Science - Computation and Language - Abstract
Fast and reliable evaluation metrics are key to R&D progress. While traditional natural language generation metrics are fast, they are not very reliable. Conversely, new metrics based on large pretrained language models are much more reliable, but require significant computational resources. In this paper, we propose FrugalScore, an approach to learn a fixed, low cost version of any expensive NLG metric, while retaining most of its original performance. Experiments with BERTScore and MoverScore on summarization and translation show that FrugalScore is on par with the original metrics (and sometimes better), while having several orders of magnitude less parameters and running several times faster. On average over all learned metrics, tasks, and variants, FrugalScore retains 96.8% of the performance, runs 24 times faster, and has 35 times less parameters than the original metrics. We make our trained metrics publicly available, to benefit the entire NLP community and in particular researchers and practitioners with limited resources.
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- 2021
14. Maize green leaf area index dynamics: genetic basis of a new secondary trait for grain yield in optimal and drought conditions
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Blancon, Justin, Buet, Clément, Dubreuil, Pierre, Tixier, Marie-Hélène, Baret, Frédéric, and Praud, Sébastien
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- 2024
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15. Behavioural heterogeneity across killer whale social units in their response to feeding opportunities from fisheries
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Erwan Auguin, Christophe Guinet, Johann Mourier, Eric Clua, Nicolas Gasco, and Paul Tixier
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depredation ,human‐wildlife conflicts ,intra‐population variation ,marine top predator ,Orcinus orca ,social network ,Ecology ,QH540-549.5 - Abstract
Abstract Intra‐population heterogeneity in the behavioural response of predators to changes in prey availability caused by human activities can have major evolutionary implications. Among these activities, fisheries, while extracting resources, also provide new feeding opportunities for marine top predators. However, heterogeneity in the extent to which individuals have responded to these opportunities within populations is poorly understood. Here, we used 18 years of photo‐identification data paired with statistical models to assess variation in the way killer whale social units within a subantarctic population (Crozet Islands) interact with fisheries to feed on fish caught on fishing gear (i.e., depredation behaviour). Our results indicate large heterogeneity in both the spatial and temporal extents of depredation across social units. While some frequently depredated on fishery catches over large areas, others sporadically did so and in small areas consistently over the years. These findings suggest that killer whale social units are exposed to varying levels of impacts of depredation, both negative (potential retaliation from fishers) and positive (food provisioning), on their life history traits, and may explain the contrasted demographic patterns observed within the declining population at Crozet but also potentially within the many other killer whale populations documented depredating on fisheries catches worldwide.
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- 2024
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16. Glyphosate reduces the biodiversity of soil macrofauna and benefits exotic over native species in a tropical agroecosystem
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Meryem El jaouhari, Gaëlle Damour, Philippe Tixier, and Mathieu Coulis
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Banana ,Biodiversity hotspot ,Caribbean islands ,Conservation ,Martinique ,Herbicide ,Ecology ,QH540-549.5 - Abstract
Herbicides are the most applied pesticides in the world. Despite numerous laboratory studies demonstrating the toxic effect of herbicides on non-target organisms, the effect of herbicides on soil organisms in the field remains complex to understand and is still controversial. In order to understand how changes in agricultural practices aiming to reduce herbicide use could impact soil biodiversity, we studied the effect of the frequency of herbicide application on soil biodiversity in a tropical agroecosystem.Our study was conducted on banana farms in Martinique, an island with a humid tropical climate belonging to the Caribbean biodiversity hotspot. Thirteen banana plots from five different farms were selected, ranging from plots receiving no herbicides to plots receiving 4–5 applications per year. Soil macro-arthropods were sampled using pitfall traps resulting in the collection of over 6,200 individuals. Of the 100 taxa that were differentiated, 75 could be identified to species level which allowed to assign each taxon to a trophic group and when possible to classify them according to whether they were introduced or native.Macro-arthropod mean species richness was 21% lower in plots with the highest frequency of herbicide application. However, no conclusive effect of herbicides on macro-arthropod abundance was demonstrated. Mean species richness for different trophic groups also decreased with herbicide applications with decreases of 22% for predators, 17% for omnivores, 55% for herbivores, and 55% for decomposers in plots with 4–5 herbicide applications per year compared to plots with no herbicide use. Species composition of macro-arthropod communities varied significantly with herbicide applications. More specifically, we found that native species represented a higher proportion of individuals captured in plots where no herbicides were used; suggesting that agroecological practices implemented at the field level to reduce the frequency of herbicide use potentially play a relevant role in soil biodiversity conservation.
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- 2023
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17. Le numéro entier - Full Issue - Edição completa - Número completo.
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François Demers, Florence Le Cam, Sandrine Lévêque, Isabelle Meuret, Fábio Henrique Pereira, Laura Rosenberg, Denis Ruellan, and Florian Tixier
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Journalism. The periodical press, etc. ,PN4699-5650 - Published
- 2023
18. Analysis of genotype-by-environment interactions in a maize mapping population
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Hudson, Asher I, Odell, Sarah G, Dubreuil, Pierre, Tixier, Marie-Helene, Praud, Sebastien, Runcie, Daniel E, and Ross-Ibarra, Jeffrey
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Human Genome ,Genetics ,2.1 Biological and endogenous factors ,Aetiology ,Gene-Environment Interaction ,Genome-Wide Association Study ,Genotype ,Phenotype ,Plant Breeding ,Zea mays ,maize ,multiparental populations ,genotype x ,environment interactions ,genotype × - Abstract
Genotype-by-environment interactions are a significant challenge for crop breeding as well as being important for understanding the genetic basis of environmental adaptation. In this study, we analyzed genotype-by-environment interactions in a maize multiparent advanced generation intercross population grown across 5 environments. We found that genotype-by-environment interactions contributed as much as genotypic effects to the variation in some agronomically important traits. To understand how genetic correlations between traits change across environments, we estimated the genetic variance-covariance matrix in each environment. Changes in genetic covariances between traits across environments were common, even among traits that show low genotype-by-environment variance. We also performed a genome-wide association study to identify markers associated with genotype-by-environment interactions but found only a small number of significantly associated markers, possibly due to the highly polygenic nature of genotype-by-environment interactions in this population.
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- 2022
19. Modeling allelic diversity of multiparent mapping populations affects detection of quantitative trait loci.
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Odell, Sarah G, Hudson, Asher I, Praud, Sébastien, Dubreuil, Pierre, Tixier, Marie-Hélène, Ross-Ibarra, Jeffrey, and Runcie, Daniel E
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Chromosome Mapping ,Crosses ,Genetic ,Alleles ,Quantitative Trait Loci ,Genome-Wide Association Study ,MAGIC ,MPP ,QTL ,association mapping ,linkage mapping ,multiparent advanced generation intercross ,multiparental populations ,Human Genome ,Genetics - Abstract
The search for quantitative trait loci that explain complex traits such as yield and drought tolerance has been ongoing in all crops. Methods such as biparental quantitative trait loci mapping and genome-wide association studies each have their own advantages and limitations. Multiparent advanced generation intercross populations contain more recombination events and genetic diversity than biparental mapping populations and are better able to estimate effect sizes of rare alleles than association mapping populations. Here, we discuss the results of using a multiparent advanced generation intercross population of doubled haploid maize lines created from 16 diverse founders to perform quantitative trait loci mapping. We compare 3 models that assume bi-allelic, founder, and ancestral haplotype allelic states for quantitative trait loci. The 3 methods have differing power to detect quantitative trait loci for a variety of agronomic traits. Although the founder approach finds the most quantitative trait loci, all methods are able to find unique quantitative trait loci, suggesting that each model has advantages for traits with different genetic architectures. A closer look at a well-characterized flowering time quantitative trait loci, qDTA8, which contains vgt1, highlights the strengths and weaknesses of each method and suggests a potential epistatic interaction. Overall, our results reinforce the importance of considering different approaches to analyzing genotypic datasets, and shows the limitations of binary SNP data for identifying multiallelic quantitative trait loci.
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- 2022
20. Validation of a model for an ionic electro-active polymer in the static case
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Tixier, Mireille and Pouget, Joël
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Physics - Classical Physics - Abstract
IPMCs consist of a Nafion(R) ionic polymer film coated on both sides with a thin layer of metallic electrodes. The polymer completely dissociates when it is saturated with water, releasing small cations while anions remain bound to the polymer chains. When this strip is subject to an orthogonal electric field, the cations migrate towards the negative electrode, carrying water away by osmosis. This leads to the bending of the strip. We have previously published a modelling of this system based on the thermodynamics of irreversible processes. In this paper, we use this model to simulate numerically the bending of a strip. Since the amplitude of the deflection is large, we use a beam model in large displacements. In addition, the material permittivity may increase with ion concentration. We therefore test three permittivity models. We plot the profiles of the cations concentration, pressure, electric potential and induction, and we study the influence of the strip geometry on the tip displacement and on the blocking force. The results we obtain are in good agreement with the experimental data published in the literature. The variation of these quantities with the imposed electric potential allow us to discriminate between the three models.
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- 2021
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21. Modelling of an Ionic Electroactive Polymer by the Thermodynamics of Linear Irreversible Processes
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Tixier, Mireille and Pouget, Joël
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Physics - Computational Physics - Abstract
Ionic polymer-metal composites consist in a thin film of electro-active polymers (Nafion R for example) sandwiched between two metallic electrodes. They can be used as sensors or actuators. The polymer is saturated with water, which causes a complete dissociation and the release of small cations. The strip undergoes large bending motions when it is submitted to an orthogonal electric field and vice versa. We used a continuous medium approach and a coarse grain model; the system is depicted as a deformable porous medium in which flows an ionic solution. We write microscale balance laws and thermodynamic relations for each phase, then for the complete material using an average technique. Entropy production, then constitutive equations are deduced : a Kelvin-Voigt stress-strain relation, generalized Fourier's and Darcy's laws and a Nernst-Planck equation. We applied this model to a cantilever E.A.P. strip undergoing a continuous potential difference (static case); a shear force may be applied to the free end to prevent its displacement. Applied forces and deflection are calculated using a beam model in large displacements. The results obtained are in good agreement with the experimental data published in the literature., Comment: arXiv admin note: text overlap with arXiv:1706.08731
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- 2021
22. Phytoseiid Mites: Trees, Ecology and Conservation
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Sebahat K. Ozman-Sullivan, Gregory T. Sullivan, Seyma Cakir, Huseyin Bas, Damla Saglam, Ismail Doker, and Marie-Stephane Tixier
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competitive exclusion ,domatia ,IPM ,phylloplane ,symbiosis ,tritrophic ,Biology (General) ,QH301-705.5 - Abstract
The highly variable ’leafscapes’ of plants across the world represent billions of square metres of mite habitat. The phytoseiid mites (Acari: Phytoseiidae), an extremely species-rich group of mostly generalist predators, are providers of ecosystem services for humanity worth many hundreds of millions of dollars annually by helping suppress phytophagous mites and insects in forests, agro-ecosystems, shade-houses and home gardens. In this study, the phytoseiid mite assemblages on the leaves of four species of common tree species, namely oak (Quercus cerris var. cerris), poplar (Populus deltoides, P. nigra) and walnut (Juglans regia), were compared. The three data sets used were generated in three independent seasonal studies in Samsun Province, Türkiye, between 2018 and 2022. In total, mite species in 18 families, including 15 families on walnut, were recorded. Nineteen phytoseiid species in 13 genera, Amblydromalus, Amblyseius, Euseius, Kampimodromus, Neoseiulella, Neoseiulus, Paraseiulus, Phytoseius, Transeius, Typhlodromina, Typhlodromips, Typhlodromus and Typhloseiulus, were collected. Only Eusieus amissibilis was collected from all three tree genera, whereas 14 species were collected from only one tree genus. Shannon diversity and Jaccard similarity indexes were calculated for mite families and phytoseiid genera and species. Potential reasons for the observed differences in the phytoseiid assemblages on the different host trees are explored in depth. In the ‘big picture’, global biodiversity, likely including many undescribed phytoseiid species, is threatened by widespread habitat degradation and destruction, especially in the tropics, and accelerating climate change, and rapidly stopping them is imperative.
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- 2024
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23. Advanced Imaging Integration for Catheter Ablation of Ventricular Tachycardia
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Kowalewski, Christopher, Ascione, Ciro, Nuñez-Garcia, Marta, Ly, Buntheng, Sermesant, Maxime, Bustin, Aurélien, Sridi, Soumaya, Bouteiller, Xavier, Yokoyama, Masaaki, Vlachos, Konstantinos, Monaco, Cinzia, Bouyer, Benjamin, Buliard, Samuel, Arnaud, Marine, Tixier, Romain, Chauvel, Remi, Derval, Nicolas, Pambrun, Thomas, Duchateau, Josselin, Bordachar, Pierre, Hocini, Mélèze, Hindricks, Gerhard, Haïssaguerre, Michel, Sacher, Frédéric, Jais, Pierre, and Cochet, Hubert
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- 2023
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24. A new method for roof line block validation: usefulness of esophageal probe
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de Guillebon, Maxime, Tixier, Romain, Debeugny, Stéphane, Bader, Hugues, and Delarche, Nicolas
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- 2023
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25. Compliance to genomic test recommendations to guide adjuvant chemotherapy decision‐making in the case of hormone receptor‐positive, human epidermal growth factor receptor 2‐negative breast cancer, in real‐life settings
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D. Hequet, N. Hajjaji, E. Charafe‐Jauffret, A. Boucrauta, F. Dalenc, V. Nicolai, J. Lopez, O. Tredan, E. Deluche, V. Fermeaux, L. Tixier, A. Cayre, E. Menet, F. Lerebours, and R. Rouzier
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breast cancer ,deescalation ,genomic tests ,guidelines ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Background Genomic tests are a useful tool for adjuvant chemotherapy decision‐making in the case of hormone receptor‐positive (HR+), and human epidermal growth factor receptor 2‐negative (HER2−) breast cancer with intermediate prognostic factors. Real‐life data on the use of tests can help identify the target population for testing. Methods French multicentric study (8 centers) including patients, all candidates for adjuvant chemotherapy for HR‐positive, HER2‐negative early breast cancer. We describe the percentage of tests performed outside recommendations, according to the year of testing. We calculated a ratio defined as the number of tests required to avoid chemotherapy for one patient, and according to patient and cancer characteristics. We then performed a cost‐saving analysis using medical cost data over a period of 1 year from diagnosis, calculated from a previous study. Finally, we calculated the threshold of the ratio (number of tests required to avoid chemotherapy for one patient) below which the use of genomic tests was cost‐saving. Results A total of 2331 patients underwent a Prosigna test. The ratio (performed test/avoided chemotherapy) was 2.8 [95% CI: 2.7–2.9] in the whole population. In the group following recommendations for test indication, the ratio was 2.3 [95% CI: 2.2–2.4]. In the case of non‐abidance by recommendations, the ratio was 3 [95% CI: 2.8–3.2]. Chemotherapy was avoided in 841 patients (36%) following the results of the Prosigna test. The direct medical costs saved over 1 year of care were 3,878,798€ and 1,718,472€ in the group of patients following test recommendations. We calculated that the ratio (performed test/avoided chemotherapy) needed to be under 6.9 for testing to prove cost‐saving. Conclusion The use of genomic testing proved cost‐saving in this large multicentric real‐life analysis, even in certain cases when the test was performed outside recommendations.
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- 2023
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26. Validation of a model for an electro-active polymer
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Tixier, Mireille and Pouget, Joël
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Physics - Classical Physics - Abstract
Ionic electro-active polymers (EAP) are able to deform under the action of an electric field, which confers them many applications as sensor, actuator or energy recovery.An ionic metal-polymer composite (IPMC) consists in an ionic polymer film coated on both sides with a thin layer of metallic electrodes. The polymer is saturated with water, which results in its quasi complete dissociation : negative ions remain bound to the polymer backbone, which can be considered as a porous medium, and small cations are released in water. When an electric field orthogonal to the strip is applied, the cations move towards the negative electrode and carry solvent away by osmosis, causing the bending of the strip.We had previously established the conservation laws and the constitutive equations of this material. This model has been applied to the case of a cantilevered EAP strip subjected to a continuous voltage between its two faces (static case). Since the amplitude of the bending is large, the applied forces and the deflection are calculated using a beam model in large displacements. We also studied the case of a blocking force preventing the free end from moving. The material permittivity may increase with cations concentration, so we have compared several permittivity models : constant, linear and affine functions.Numerical simulations were performed in the case of Nafion. The resolution of the equations system enabled us to draw the profiles of various quantities (cations concentration, electric potential and induction, pressure), which drastically vary near the electrodes. The tip displacement and blocking force values obtained fit well the experimental data published in the literature. We also studied the influence of the strip geometry, which is identical for the three models. On the contrary, the variations of these two quantities with the imposed electric potential depend on the chosen permittivity model, which allows to discriminate them., Comment: in French. 24{\`e}me Congr{\`e}s Fran{\c c}ais de M{\'e}canique (CFM 2019), AFM, Association Fran{\c c}aise de M{\'e}canique, Aug 2019, Brest, France
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- 2020
27. Modeling of the bending of an electroactive polymer strip
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Tixier, Mireille and Pouget, J
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Physics - Classical Physics - Abstract
Ionic electro-active polymer (Nafion for example) can be used as sensor or actuator. To this end, a thin film of the water-saturated material is sandwiched between two electrodes. Water saturation causes a quasi-complete dissociation of the polymer and the release of small cations. The application of an electric field across the thickness results in the bending of the strip. Conversely, a voltage can be detected between the two electrodes when the strip is bent. This phenomenon involves multiphysics couplings of electro-mechanical-chemical type. We have previously modeled this system and determined its constitutive equations using the thermodynamics of linear irreversible processes.We applied this model to the case of a cantilevered PEA strip subjected to a continuous voltage between its two faces (static case). The applied forces and the tip displacement are calculated using a beam model in large displacements. We have also studied the force to be exercised on the free end to prevent its displacement (blocking force).Numerical simulations were performed in the case of Nafion. We have drawn the profiles of cations concentration, pressure, electric field and potential in the thickness of the strip. These quantities, which are almost constant in the central part of the strip, vary drastically near the electrodes. The obtained values of the tip displacement and the blocking force are in good agreement with the experimental data published in the literature. These two quantities are linear functions of the imposed electrical potential ; the tip displacement varies as the length square, and the blocking force is proportional to the width and inversely proportional to the length., Comment: in French
- Published
- 2020
28. BARThez: a Skilled Pretrained French Sequence-to-Sequence Model
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Eddine, Moussa Kamal, Tixier, Antoine J. -P., and Vazirgiannis, Michalis
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Computer Science - Computation and Language - Abstract
Inductive transfer learning has taken the entire NLP field by storm, with models such as BERT and BART setting new state of the art on countless NLU tasks. However, most of the available models and research have been conducted for English. In this work, we introduce BARThez, the first large-scale pretrained seq2seq model for French. Being based on BART, BARThez is particularly well-suited for generative tasks. We evaluate BARThez on five discriminative tasks from the FLUE benchmark and two generative tasks from a novel summarization dataset, OrangeSum, that we created for this research. We show BARThez to be very competitive with state-of-the-art BERT-based French language models such as CamemBERT and FlauBERT. We also continue the pretraining of a multilingual BART on BARThez' corpus, and show our resulting model, mBARThez, to significantly boost BARThez' generative performance. Code, data and models are publicly available., Comment: More experiments and results, human evaluation, reorganization of paper
- Published
- 2020
29. Speaker-change Aware CRF for Dialogue Act Classification
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Shang, Guokan, Tixier, Antoine Jean-Pierre, Vazirgiannis, Michalis, and Lorré, Jean-Pierre
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Computer Science - Computation and Language ,Computer Science - Machine Learning - Abstract
Recent work in Dialogue Act (DA) classification approaches the task as a sequence labeling problem, using neural network models coupled with a Conditional Random Field (CRF) as the last layer. CRF models the conditional probability of the target DA label sequence given the input utterance sequence. However, the task involves another important input sequence, that of speakers, which is ignored by previous work. To address this limitation, this paper proposes a simple modification of the CRF layer that takes speaker-change into account. Experiments on the SwDA corpus show that our modified CRF layer outperforms the original one, with very wide margins for some DA labels. Further, visualizations demonstrate that our CRF layer can learn meaningful, sophisticated transition patterns between DA label pairs conditioned on speaker-change in an end-to-end way. Code is publicly available., Comment: typo fix: argmin -> argmax
- Published
- 2020
30. Unsupervised Word Polysemy Quantification with Multiresolution Grids of Contextual Embeddings
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Xypolopoulos, Christos, Tixier, Antoine J. -P., and Vazirgiannis, Michalis
- Subjects
Computer Science - Computation and Language - Abstract
The number of senses of a given word, or polysemy, is a very subjective notion, which varies widely across annotators and resources. We propose a novel method to estimate polysemy, based on simple geometry in the contextual embedding space. Our approach is fully unsupervised and purely data-driven. We show through rigorous experiments that our rankings are well correlated (with strong statistical significance) with 6 different rankings derived from famous human-constructed resources such as WordNet, OntoNotes, Oxford, Wikipedia etc., for 6 different standard metrics. We also visualize and analyze the correlation between the human rankings. A valuable by-product of our method is the ability to sample, at no extra cost, sentences containing different senses of a given word. Finally, the fully unsupervised nature of our method makes it applicable to any language. Code and data are publicly available at https://github.com/ksipos/polysemy-assessment . The paper was accepted as a long paper at EACL 2021., Comment: Equal contribution by Christos Xypolopoulos and Antoine J.-P. Tixier
- Published
- 2020
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31. Reintroducing genetic diversity in populations from cryopreserved material: the case of Abondance, a French local dairy cattle breed
- Author
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Jacques, Alicia, Leroy, Grégoire, Rognon, Xavier, Verrier, Etienne, Tixier-Boichard, Michèle, and Restoux, Gwendal
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- 2023
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32. Reintroducing genetic diversity in populations from cryopreserved material: the case of Abondance, a French local dairy cattle breed
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Alicia Jacques, Grégoire Leroy, Xavier Rognon, Etienne Verrier, Michèle Tixier-Boichard, and Gwendal Restoux
- Subjects
Animal culture ,SF1-1100 ,Genetics ,QH426-470 - Abstract
Abstract Background Genetic diversity is a necessary condition for populations to evolve under natural adaptation, artificial selection, or both. However, genetic diversity is often threatened, in particular in domestic animal populations where artificial selection, genetic drift and inbreeding are strong. In this context, cryopreserved genetic resources are a promising option to reintroduce lost variants and to limit inbreeding. However, while the use of ancient genetic resources is more common in plant breeding, it is less documented in animals due to a longer generation interval, making it difficult to fill the gap in performance due to continuous selection. This study investigates one of the only concrete cases available in animals, for which cryopreserved semen from a bull born in 1977 in a lost lineage was introduced into the breeding scheme of a French local dairy cattle breed, the Abondance breed, more than 20 years later. Results We found that this re-introduced bull was genetically distinct with respect to the current population and thus allowed part of the genetic diversity lost over time to be restored. The expected negative gap in milk production due to continuous selection was absorbed in a few years by preferential mating with elite cows. Moreover, the re-use of this bull more than two decades later did not increase the level of inbreeding, and even tended to reduce it by avoiding mating with relatives. Finally, the reintroduction of a bull from a lost lineage in the breeding scheme allowed for improved performance for reproductive abilities, a trait that was less subject to selection in the past. Conclusions The use of cryopreserved material is an efficient way to manage the genetic diversity of an animal population, by mitigating the effects of both inbreeding and strong selection. However, attention should be paid to mating of animals to limit the disadvantages associated with incorporating original genetic material, notably a discrepancy in the breeding values for selected traits or an increase in inbreeding. Therefore, careful characterization of the genetic resources available in cryobanks could help to ensure the sustainable management of populations, in particular local or small populations. These results could also be transferred to the conservation of wild threatened populations.
- Published
- 2023
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33. Tissue Resources for the Functional Annotation of Animal Genomes
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Tixier-Boichard, Michèle, Fabre, Stéphane, Dhorne-Pollet, Sophie, Goubil, Adeline, Acloque, Hervé, Vincent-Naulleau, Silvia, Ross, Pablo, Wang, Ying, Chanthavixay, Ganrea, Cheng, Hans, Ernst, Catherine, Leesburg, Vicki, Giuffra, Elisabetta, Zhou, Huaijun, Group, Collaborative Working, Taragnat, Catherine, Berri, Cecile, Jardet, Déborah, Godet, Estelle, Laurent, Fabrice, Gomot, Gilles, Dardente, Hughes, Grasseau, Isabelle, Dubois, Jean-Philippe, Gautron, Joel, Gérard, Nadine, Quéré, Pascale, Lavocat, Roger-Paul, Dalbies-Tran, Rozenn, Métayer, Sonia, Marthey, Sylvain, Coustham, Vincent, and Druart, Xavier
- Subjects
Biological Sciences ,Genetics ,tissue sampling ,repository ,mammals ,bird ,cryopreservation ,genome ,Collaborative Working Group ,Clinical Sciences ,Law - Abstract
In order to generate an atlas of the functional elements driving genome expression in domestic animals, the Functional Annotation of Animal Genome (FAANG) strategy was to sample many tissues from a few animals of different species, sexes, ages, and production stages. This article presents the collection of tissue samples for four species produced by two pilot projects, at INRAE (National Research Institute for Agriculture, Food and Environment) and the University of California, Davis. There were three mammals (cattle, goat, and pig) and one bird (chicken). It describes the metadata characterizing these reference sets (1) for animals with origin and selection history, physiological status, and environmental conditions; (2) for samples with collection site and tissue/cell processing; (3) for quality control; and (4) for storage and further distribution. Three sets are identified: set 1 comprises tissues for which collection can be standardized and for which representative aliquots can be easily distributed (liver, spleen, lung, heart, fat depot, skin, muscle, and peripheral blood mononuclear cells); set 2 comprises tissues requiring special protocols because of their cellular heterogeneity (brain, digestive tract, secretory organs, gonads and gametes, reproductive tract, immune tissues, cartilage); set 3 comprises specific cell preparations (immune cells, tracheal epithelial cells). Dedicated sampling protocols were established and uploaded in https://data.faang.org/protocol/samples. Specificities between mammals and chicken are described when relevant. A total of 73 different tissues or tissue sections were collected, and 21 are common to the four species. Having a common set of tissues will facilitate the transfer of knowledge within and between species and will contribute to decrease animal experimentation. Combining data on the same samples will facilitate data integration. Quality control was performed on some tissues with RNA extraction and RNA quality control. More than 5,000 samples have been stored with unique identifiers, and more than 4,000 were uploaded onto the Biosamples database, provided that standard ontologies were available to describe the sample. Many tissues have already been used to implement FAANG assays, with published results. All samples are available without restriction for further assays. The requesting procedure is described. Members of FAANG are encouraged to apply a range of molecular assays to characterize the functional status of collected samples and share their results, in line with the FAIR (Findable, Accessible, Interoperable, and Reusable) data principles.
- Published
- 2021
34. Joint EANM/SNMMI guideline on radiomics in nuclear medicine: Jointly supported by the EANM Physics Committee and the SNMMI Physics, Instrumentation and Data Sciences Council
- Author
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Hatt, M., Krizsan, A. K., Rahmim, A., Bradshaw, T. J., Costa, P. F., Forgacs, A., Seifert, R., Zwanenburg, A., El Naqa, I., Kinahan, P. E., Tixier, F., Jha, A. K., and Visvikis, D.
- Published
- 2023
- Full Text
- View/download PDF
35. Coopération scientifiques-pêcheurs-gestionnaire dans le suivi à long terme de la déprédation à Kerguelen et Crozet
- Author
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Nicolas Gasco and Paul Tixier
- Subjects
fisheries ,conflict ,killer whale ,spermwhale ,depredation ,observer program ,Environmental sciences ,GE1-350 - Abstract
Depredation (wild predators feeding on fish caught by man) is a global concern in the fishing industry. Solutions to this type of conflict necessarily involve setting up an observation program to understand and quantify the phenomenon. This study takes the example of the toothfish (Dissostichus eleginoides) fishery around the Kerguelen and Crozet archipelagos in the southern Indian Ocean. Collaboration between the various stakeholders involved like the management authority (TAF or Terres australes françaises), the scientists (MNHN, CNRS, IRD) and the fishermen was the key to the rapid implementation of data collection from the late 90s onwards. The fishery observers employed by TAF cover 100% of the fishing effort on board the eight authorized vessels. The experience gained has been presented and benefited to other observer programs.
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- 2023
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36. Message Passing Attention Networks for Document Understanding
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Nikolentzos, Giannis, Tixier, Antoine J. -P., and Vazirgiannis, Michalis
- Subjects
Computer Science - Computation and Language - Abstract
Graph neural networks have recently emerged as a very effective framework for processing graph-structured data. These models have achieved state-of-the-art performance in many tasks. Most graph neural networks can be described in terms of message passing, vertex update, and readout functions. In this paper, we represent documents as word co-occurrence networks and propose an application of the message passing framework to NLP, the Message Passing Attention network for Document understanding (MPAD). We also propose several hierarchical variants of MPAD. Experiments conducted on 10 standard text classification datasets show that our architectures are competitive with the state-of-the-art. Ablation studies reveal further insights about the impact of the different components on performance. Code is publicly available at: https://github.com/giannisnik/mpad ., Comment: Accepted at AAAI'20
- Published
- 2019
37. Bidirectional Context-Aware Hierarchical Attention Network for Document Understanding
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Remy, Jean-Baptiste, Tixier, Antoine Jean-Pierre, and Vazirgiannis, Michalis
- Subjects
Computer Science - Computation and Language ,Computer Science - Machine Learning - Abstract
The Hierarchical Attention Network (HAN) has made great strides, but it suffers a major limitation: at level 1, each sentence is encoded in complete isolation. In this work, we propose and compare several modifications of HAN in which the sentence encoder is able to make context-aware attentional decisions (CAHAN). Furthermore, we propose a bidirectional document encoder that processes the document forwards and backwards, using the preceding and following sentences as context. Experiments on three large-scale sentiment and topic classification datasets show that the bidirectional version of CAHAN outperforms HAN everywhere, with only a modest increase in computation time. While results are promising, we expect the superiority of CAHAN to be even more evident on tasks requiring a deeper understanding of the input documents, such as abstractive summarization. Code is publicly available.
- Published
- 2019
38. AI-based Prediction of Independent Construction Safety Outcomes from Universal Attributes
- Author
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Baker, Henrietta, Hallowell, Matthew R., and Tixier, Antoine J. -P.
- Subjects
Computer Science - Machine Learning ,Statistics - Machine Learning - Abstract
This paper significantly improves on, and finishes to validate, an approach proposed in previous research in which safety outcomes were predicted from attributes with machine learning. Like in the original study, we use Natural Language Processing (NLP) to extract fundamental attributes from raw incident reports and machine learning models are trained to predict safety outcomes. The outcomes predicted here are injury severity, injury type, body part impacted, and incident type. However, unlike in the original study, safety outcomes were not extracted via NLP but were provided by independent human annotations, eliminating any potential source of artificial correlation between predictors and predictands. Results show that attributes are still highly predictive, confirming the validity of the original approach. Other improvements brought by the current study include the use of (1) a much larger dataset featuring more than 90,000 reports, (2) two new models, XGBoost and linear SVM (Support Vector Machines), (3) model stacking, (4) a more straightforward experimental setup with more appropriate performance metrics, and (5) an analysis of per-category attribute importance scores. Finally, the injury severity outcome is well predicted, which was not the case in the original study. This is a significant advancement., Comment: Accepted for publication in Automation in Construction
- Published
- 2019
39. Automatically Learning Construction Injury Precursors from Text
- Author
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Baker, Henrietta, Hallowell, Matthew R., and Tixier, Antoine J. -P.
- Subjects
Computer Science - Computation and Language - Abstract
In light of the increasing availability of digitally recorded safety reports in the construction industry, it is important to develop methods to exploit these data to improve our understanding of safety incidents and ability to learn from them. In this study, we compare several approaches to automatically learn injury precursors from raw construction accident reports. More precisely, we experiment with two state-of-the-art deep learning architectures for Natural Language Processing (NLP), Convolutional Neural Networks (CNN) and Hierarchical Attention Networks (HAN), and with the established Term Frequency - Inverse Document Frequency representation (TF-IDF) + Support Vector Machine (SVM) approach. For each model, we provide a method to identify (after training) the textual patterns that are, on average, the most predictive of each safety outcome. We show that among those pieces of text, valid injury precursors can be found. The proposed methods can also be used by the user to visualize and understand the models' predictions., Comment: Fixed typos, updated one figure, updated corresponding author
- Published
- 2019
40. Energy-based Self-attentive Learning of Abstractive Communities for Spoken Language Understanding
- Author
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Shang, Guokan, Tixier, Antoine Jean-Pierre, Vazirgiannis, Michalis, and Lorré, Jean-Pierre
- Subjects
Computer Science - Computation and Language ,Computer Science - Machine Learning - Abstract
Abstractive community detection is an important spoken language understanding task, whose goal is to group utterances in a conversation according to whether they can be jointly summarized by a common abstractive sentence. This paper provides a novel approach to this task. We first introduce a neural contextual utterance encoder featuring three types of self-attention mechanisms. We then train it using the siamese and triplet energy-based meta-architectures. Experiments on the AMI corpus show that our system outperforms multiple energy-based and non-energy based baselines from the state-of-the-art. Code and data are publicly available., Comment: Update baselines
- Published
- 2019
41. Comparison of phenological traits, growth patterns, and seasonal dynamics of non-structural carbohydrate in Mediterranean tree crop species.
- Author
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Tixier, Aude, Guzmán-Delgado, Paula, Sperling, Or, Amico Roxas, Adele, Laca, Emilio, and Zwieniecki, Maciej A
- Subjects
Pistacia ,Juglans ,Carbon ,Carbohydrates ,Logistic Models ,Temperature ,Seasons ,Mediterranean Region ,Carbohydrate Metabolism ,Climate Change ,Prunus dulcis - Abstract
Despite non-structural carbohydrate (NSC) importance for tree productivity and resilience, little is known about their seasonal regulations and trade-off with growth and reproduction. We characterize the seasonal dynamics of NSC in relation to the aboveground phenology and temporal growth patterns of three deciduous Mediterranean species: almond (Prunus dulcis (Mill.) D. A. Webb), walnut (Juglans regia L.) and pistachio (Pistacia vera L.). Seasonal dynamics of NSC were synchronous between wood tissues from trunk, branches and twigs. Almond had almost identical levels and patterns of NSC variation in twigs, branches and trunks whereas pistachio and walnut exhibited clear concentration differences among plant parts whereby twigs had the highest and most variable NSC concentration, followed by branches and then trunk. While phenology had a significant influence on NSC seasonal trends, there was no clear trade-off between NSC storage and growth suggesting that both were similarly strong sinks for NSC. A temporal trade-off observed at the seasonal scale was influenced by the phenology of the species. We propose that late senescing species experience C allocation trade-off at the end of the growing season because of C-limiting thermal conditions and priority allocation to storage in order to survive winter.
- Published
- 2020
42. Toxicity of sediments in eight urban stormwater management ponds: bioassessment by oligochaete community metrics used in the sediment quality triad
- Author
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Guillaume Tixier, Quintin Rochfort, Lee Grapentine, Jiri Marsalek, Michel Lafont, and Régis Vivien
- Subjects
benthos ,oligochaete ,sediment quality ,sediment toxicity ,stormwater pond management ,Environmental technology. Sanitary engineering ,TD1-1066 - Abstract
Implemented for decades as part of the ‘best management practices (BMPs)’ for controlling urban runoff impacts on receiving waters, stormwater management ponds (SMPs) have been increasingly viewed as potential habitats for urban wildlife. However, since SMPs are subject to a lot of environmental constraints, research toward assessing their ecological quality and their actual benefits as habitats for biota is needed. In this study, the sediment toxicity of eight SMPs located in Southern Ontario, Canada was assessed using the sediment quality triad (SQT) approach. Sediment samples were collected for chemical, ecotoxicological and biological analyses. An oligochaete-based index approach (Oligochaete Index of Lake Bioindication and percentage of pollution-sensitive species) was used as the biological endpoint and integrated into a weight-of-evidence approach to assessing the general sediment quality of the ponds. Our results showed that (i) heavy metals in the sediment and (ii) chloride concentrations in the sediment interstitial water caused detrimental effects on the ecological quality of the sediments in the ponds studied. The oligochaete indices applied in this study showed value as biological endpoints to be integrated into the SQT and used for setting up sediment ecological quality goals. HIGHLIGHTS An oligochaete-based index approach was used as a line of evidence in the SQT to assess the ecological quality of eight stormwater ponds in Southern Ontario.; High concentrations of chloride in pore water and of heavy metals in the sediment matrix were linked to detrimental effects.; The oligochaete-based index approach was used to set up ecological quality goals for stormwater pond sediment.;
- Published
- 2023
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43. Interobserver variability in target definition for stereotactic arrhythmia radioablation
- Author
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Martijn H. van der Ree, Phillip S. Cuculich, Marcel van Herk, Geoffrey D. Hugo, Jippe C. Balt, Matthew Bates, Gordon Ho, Etienne Pruvot, Claudia Herrera-Siklody, Wiert F. Hoeksema, Justin Lee, Michael S. Lloyd, Michiel J. B. Kemme, Frederic Sacher, Romain Tixier, Joost J. C. Verhoeff, Brian V. Balgobind, Clifford G. Robinson, Coen R. N. Rasch, and Pieter G. Postema
- Subjects
cardiac radioablation ,stereotactic arrhythmia radiotherapy ,stereotactic arrhythmia radioablation ,ventricular tachycardia ,interobserver variability ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
BackgroundStereotactic arrhythmia radioablation (STAR) is a potential new therapy for patients with refractory ventricular tachycardia (VT). The arrhythmogenic substrate (target) is synthesized from clinical and electro-anatomical information. This study was designed to evaluate the baseline interobserver variability in target delineation for STAR.MethodsDelineation software designed for research purposes was used. The study was split into three phases. Firstly, electrophysiologists delineated a well-defined structure in three patients (spinal canal). Secondly, observers delineated the VT-target in three patients based on case descriptions. To evaluate baseline performance, a basic workflow approach was used, no advanced techniques were allowed. Thirdly, observers delineated three predefined segments from the 17-segment model. Interobserver variability was evaluated by assessing volumes, variation in distance to the median volume expressed by the root-mean-square of the standard deviation (RMS-SD) over the target volume, and the Dice-coefficient.ResultsTen electrophysiologists completed the study. For the first phase interobserver variability was low as indicated by low variation in distance to the median volume (RMS-SD range: 0.02–0.02 cm) and high Dice-coefficients (mean: 0.97 ± 0.01). In the second phase distance to the median volume was large (RMS-SD range: 0.52–1.02 cm) and the Dice-coefficients low (mean: 0.40 ± 0.15). In the third phase, similar results were observed (RMS-SD range: 0.51–1.55 cm, Dice-coefficient mean: 0.31 ± 0.21).ConclusionsInterobserver variability is high for manual delineation of the VT-target and ventricular segments. This evaluation of the baseline observer variation shows that there is a need for methods and tools to improve variability and allows for future comparison of interventions aiming to reduce observer variation, for STAR but possibly also for catheter ablation.
- Published
- 2023
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44. Valorization of Coffee Silverskin Using Extraction Cycles and Water as a Solvent: Design of Process
- Author
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Aziadé Chemat, Didier Touraud, Rainer Müller, Werner Kunz, and Anne-Sylvie Fabiano-Tixier
- Subjects
coffee ,silverskin ,extraction ,water ,cycles ,enrichment ,Organic chemistry ,QD241-441 - Abstract
Coffee silverskin is a byproduct of the coffee industry, appearing in large quantities during the roasting step. In this work, a sober and simple water process is proposed, using extractions cycles, to produce valuable products including (a) an extract rich in caffeine, (b) possibly pure caffeine, and (c) insoluble fibers. The hypothetical number of necessary cycles was calculated and compared to the number of cycles used experimentally. Two types of cycles, with and without water compensation, were compared for their water consumption and the amount of caffeine extracted. The use of cycles, with the resulting product from a previous extraction as a solvent for fresh biomass, drove a significant rise in the content of caffeine determined by a UV–visible detector with a spectrophotometer and ultra-performance liquid chromatography (UPLC). After 11 extraction cycles with water compensation, we obtained an extract 4.5 times more concentrated in caffeine (4.25 mg/mL) than after a single extraction (1.03 mg/mL).
- Published
- 2024
- Full Text
- View/download PDF
45. Drivers for mutation in amino acid sequences of two mitochondrial proteins (Cytb and COI) in Phytoseiidae mites (Acari: Mesostigmata)
- Author
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Tixier, Marie-Stéphane, Tabary, Lou, and Douin, Martial
- Published
- 2022
- Full Text
- View/download PDF
46. Notes on Deep Learning for NLP
- Author
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Tixier, Antoine J. -P.
- Subjects
Computer Science - Computation and Language - Abstract
My notes on Deep Learning for NLP., Comment: work in progress
- Published
- 2018
47. Perturb and Combine to Identify Influential Spreaders in Real-World Networks
- Author
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Tixier, Antoine J. -P., Rossi, Maria-Evgenia G., Malliaros, Fragkiskos D., Read, Jesse, and Vazirgiannis, Michalis
- Subjects
Computer Science - Social and Information Networks ,Computer Science - Machine Learning ,Statistics - Machine Learning - Abstract
Some of the most effective influential spreader detection algorithms are unstable to small perturbations of the network structure. Inspired by bagging in Machine Learning, we propose the first Perturb and Combine (P&C) procedure for networks. It (1) creates many perturbed versions of a given graph, (2) applies a node scoring function separately to each graph, and (3) combines the results. Experiments conducted on real-world networks of various sizes with the k-core, generalized k-core, and PageRank algorithms reveal that P&C brings substantial improvements. Moreover, this performance boost can be obtained at almost no extra cost through parallelization. Finally, a bias-variance analysis suggests that P&C works mainly by reducing bias, and that therefore, it should be capable of improving the performance of all vertex scoring functions, including stable ones., Comment: Accepted at ASONAM 2019
- Published
- 2018
- Full Text
- View/download PDF
48. Unsupervised Abstractive Meeting Summarization with Multi-Sentence Compression and Budgeted Submodular Maximization
- Author
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Shang, Guokan, Ding, Wensi, Zhang, Zekun, Tixier, Antoine Jean-Pierre, Meladianos, Polykarpos, Vazirgiannis, Michalis, and Lorré, Jean-Pierre
- Subjects
Computer Science - Computation and Language - Abstract
We introduce a novel graph-based framework for abstractive meeting speech summarization that is fully unsupervised and does not rely on any annotations. Our work combines the strengths of multiple recent approaches while addressing their weaknesses. Moreover, we leverage recent advances in word embeddings and graph degeneracy applied to NLP to take exterior semantic knowledge into account, and to design custom diversity and informativeness measures. Experiments on the AMI and ICSI corpus show that our system improves on the state-of-the-art. Code and data are publicly available, and our system can be interactively tested., Comment: Published as a long paper at ACL 2018. v2: updated Figure 3
- Published
- 2018
49. Predicting bloom dates by temperature mediated kinetics of carbohydrate metabolism in deciduous trees
- Author
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Sperling, O, Kamai, T, Tixier, A, Davidson, A, Jarvis-Shean, K, Raveh, E, DeJong, TM, and Zwieniecki, MA
- Subjects
Bloom ,Climate ,Model ,Trees ,Meteorology & Atmospheric Sciences ,Earth Sciences ,Biological Sciences ,Agricultural and Veterinary Sciences - Abstract
Trees in seasonal climates gauge winter progression to assure vital and productive blooming. However, how dormant plants asses environmental conditions remains obscure. We postulated that it involves the energetic reserves required for bloom, and therefore studied winter carbohydrate metabolism in deciduous trees. We quantified non-structural carbohydrates throughout winter in almond, peach, and pistachio trees in California and Israel and characterized winter metabolism. We constructed a carbohydrate-temperature (C–T) model that projects changes in starch and soluble carbohydrate concentrations by temperature mediated kinetics. Then, we tested the C–T model projections of bloom times by 20 years of temperature and phenology records from California. The C–T model attributes winter carbohydrate regulation in dormant trees to continuous updates of metabolic pathways. The model projects a surge in starch synthesis at the end of winter, and critically low concentrations of soluble carbohydrates, that trigger bloom. This is supported by field measurements of starch accumulation at the end of winter (˜50 mg g−1 DW in almonds) that preceded bloom by ˜10 days. The C–T model provides a physiological framework for bloom forecasts in deciduous orchards. It integrates contrasting notions of chill and heat and elucidates why abnormal winter temperatures may compromise bloom in deciduous orchards.
- Published
- 2019
50. Predicting bloom dates by temperature mediated kinetics of carbohydrate metabolism in deciduous trees
- Author
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Sperling, Or, Kamai, Tamir, Tixier, Aude, Davidson, Anna, Jarvis-Shean, Katherine, Raveh, Eran, DeJong, Ted M, and Zwieniecki, Maciej A
- Subjects
Bloom ,Climate ,Model ,Trees ,Earth Sciences ,Biological Sciences ,Agricultural and Veterinary Sciences ,Meteorology & Atmospheric Sciences - Abstract
Trees in seasonal climates gauge winter progression to assure vital and productive blooming. However, how dormant plants asses environmental conditions remains obscure. We postulated that it involves the energetic reserves required for bloom, and therefore studied winter carbohydrate metabolism in deciduous trees. We quantified non-structural carbohydrates throughout winter in almond, peach, and pistachio trees in California and Israel and characterized winter metabolism. We constructed a carbohydrate-temperature (C–T) model that projects changes in starch and soluble carbohydrate concentrations by temperature mediated kinetics. Then, we tested the C–T model projections of bloom times by 20 years of temperature and phenology records from California. The C–T model attributes winter carbohydrate regulation in dormant trees to continuous updates of metabolic pathways. The model projects a surge in starch synthesis at the end of winter, and critically low concentrations of soluble carbohydrates, that trigger bloom. This is supported by field measurements of starch accumulation at the end of winter (˜50 mg g−1 DW in almonds) that preceded bloom by ˜10 days. The C–T model provides a physiological framework for bloom forecasts in deciduous orchards. It integrates contrasting notions of chill and heat and elucidates why abnormal winter temperatures may compromise bloom in deciduous orchards.
- Published
- 2019
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