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Frustration recognition from speech during game interaction using wide residual networks

Virtual Reality & Intelligent Hardware 2021年第1期3卷 76-86页

作者： Meishu SONG Adria MALLOL-RAGOLTA emilia parada-cabaleiro Zijiang YANG Shuo LIU Zhao REN Ziping ZHAO Björn WSCHULLER Chair of Embedded Intelligence for Health Care and Wellbeing University of AugsburgGermany GLAM-Group on Language Audio&MusicImperial College LondonUK Department of Computer Science Tianjin Normal UniversityTianjin 300389China

Background Although frustration is a common emotional reaction while playing games,an excessive level of frustration can negatively impact a user's experience,discouraging them from further game *** automatic detection of frustration can enable the development of adaptive systems that can adapt a game to a user's specific needs through real-time difficulty adjustment,thereby optimizing the player's experience and guaranteeing game *** this end,we present a speech-based approach for the automatic detection of frustration during game interactions,a specific task that remains under explored in *** The experiments were performed on the Multimodal Game Frustration Database(MGFD),an audiovisual dataset-collected within the Wizard-of-Oz framework-that is specially tailored to investigate verbal and facial expressions of frustration during game *** explored the performance of a variety of acoustic feature sets,including Mel-Spectrograms,Mel Frequency Cepstral Coefficients(MFCCs),and the low-dimensional knowledge-based acoustic feature set *** of the continual improvements in speech recognition tasks achieved by the use of convolutional neural networks(CNNs),unlike the MGFD baseline,which is based on the Long Short Term Memory(LSTM)architecture and Support Vector Machine(SVM)classifier-in the present work,we consider typical CNNs,including ResNet,VGG,and ***,given the unresolved debate on the suitability of shallow and deep networks,we also examine the performance of two of the latest deep CNNs:WideResNet and *** Our best result,achieved with WideResNet and Mel-Spectrogram features,increases the system performance from 58.8%unweighted average recall(UAR)to 93.1%UAR for speech-based automatic frustration recognition.

关键词： Frustration recognition WideResNets Machine learning

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The use of mineral interfaces in sand-sized volcanic rock fragments to infer mechanical durability

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Journal of Palaeogeography 2020年第3期9卷 288-313页

作者： emilia Le Pera Consuele Morrone Dipartimento di Biologia Ecologia e Scienze della Terra(DiBEST)Universita

The use of mineral interfaces, in sand-sized rock fragments, to infer the influence exerted by mechanical durability on the generation of siliciclastic sediments, has been determined for plutoniclastic sand. Conversely, for volcaniclastic sand, it has received much less attention, and, to our knowledge, this is the first attempt to make use of the volcaniclastic interfacial modal mineralogy of epiclastic sandy fragments, to infer mechanical durability control at a modern beach environment. Volcaniclastic sand was collected along five beaches developed on five islands, of the southern Tyrrhenian Sea(Alicudi, Filicudi, Salina, Panarea and Stromboli) from the Aeolian Archipelago, and one sample was collected near the Stromboli Island volcanic crater. Each sample was sieved and thin sectioned for petrographic analysis. The modal mineralogy of the very coarse, coarse and medium sand fractions was determined by point-counting of the interfacial boundaries discriminating 36 types of interfaces categories, both no-isomineralic and/or no iso-structural(e.g., phenocrystal/glassy groundmass or phenocrystal/microlitic groundmass boundaries) and iso-mineralic interfaces, inside volcanic lithic grains with lathwork and porphyric textures. A total of 47,386 interfacial boundaries have been counted and, the most representative series of interfaces, from the highest to the lowest preservation, can be grouped as: a) ultrastable interfaces, categorized as Pl(Plagioclase)/Glgr(Glassy groundmass) > > Px(Pyroxene)/Glgr > > Ol(Olivine)/Glgr > > Op(Opaque)/Glgr > > Hbl(Hornblende)/Glgr> > Bt(Biotite)/Glgr > > Idd(Iddingsite)/Glgr > > Rt(Rutile)/Glgr;b) stable interfaces, categorized as Pl/Migr(Microlitic groundmass) > > Op/Migr > > Px/Migr > > Ol/Migr;c) moderately stable interfaces, categorized as Op/Px > > Op/Hbl > > Px/P > > Ol/Pl> > Bt/Op;and d) unstable interfaces, categorized as Pl/Pl > > Px/Px > > Ol/Ol > >Op/Op > > Hbl/Hbl > > Bt/Bt. Grains, eroded from the volcanic bedrock, if aff

关键词： Volcaniclastic sand Mineral interfaces Volcanic beach environment Mechanical durability

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Emissions of fluorides from welding processes

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Journal of Environmental Sciences 2015年第11期27卷 179-183页

作者： Malgorzata Szewczynska emilia Pagowska Krystyna Pyrzynska Department of Chemical and Aerosol Hazards Central Institute for Labour Protection-National Research Institute Faculty of Chemistry University of Warsaw

The levels of fluoride airborne particulates emitted from welding processes were investigated. They were sampled with the patented IOM Sampler, developed by J. H Vincent and D. Mark at the Institute of Occupational Medicine（IOM）, personal inhalable sampler for simultaneous collection of the inhalable and respirable size fractions. Ion chromatography with conductometric detection was used for quantitative analysis. The efficiency of fluoride extraction from the cellulose filter of the IOM sampler was examined using the standard sample of urban air particle matter SRM-1648 a. The best results for extraction were obtained when water and the anionic surfactant N-Cetyl-N-N-Ntrimethylammonium bromide（CTAB） were used in an ultrasonic bath. The limits of detection and quantification for the whole procedure were 8 μg/L and 24 μg/L, respectively The linear range of calibration was 0.01–10 mg/L, which corresponds to 0.0001–0.1 mg of fluorides per m3 in collection of a 20 L air sample. The concentration of fluorides in the respirable fraction of collected air samples was in the range of 0.20–1.82 mg/m3, while the inhalable fraction contained 0.23–1.96 mg/m3 of fluorides during an eight-hour working day in the welding room.

关键词： Fluorides Particle size distribution Welding processes

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Hegel after Nancy:Sensibility,Singularity,and the Problem of the Phenomenology of Spift

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Frontiers of Philosophy in China 2018年第4期13卷 535-553页

作者： emilia Angelova Department of Philosophy The Chinese University of Hong KongHong KongChina

This article takes up two models of punishment in Hegel, one that is underdeveloped in the Phenomenology of Spirit and one more fully developed in the Elements of the Philosophy of Right. Both models focus on the notions of law and the legality of personhood. I argue that beyond this, they share a common concept of singularity as an excess over and above the ethical-political order. This concept opens up to what Jean-Luc Nancy calls the “event” of freedom in Hegel. This point about excess lets me deploy Lacan and then Nancy to underscore how, for Hegel, problems concerning the question “what is law?” might be a clue as to how the bad infinite is opposed to the good or “actual” infinite. I take this up in the context of Hegel’s theory of “value,” including the value of the “good.” Altogether this analysis reveals that Hegel’s method allows for a more complex humanism than is typically understood, since his points about law and punishment lead to a more radicalized notion of intentionality and forgiveness than usually derived from the logic of recognition.

关键词： Sensibility subjectivity Phenomenology Hegel Nancy

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Petrography of Middle Jurassic to Early Cretaceous sandstones in the Kutch Basin,western India:Implications on provenance and basin evolution

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Journal of Palaeogeography 2018年第3期7卷 239-252页

作者： Angana Chaudhuri Santanu Banerjee emilia Le Pera Department of Earth Sciences Indian Institute of Technology Bombay Dipartimento di Biologia Ecologia e Scienze della Terra University della

This paper investigates the provenance of Middle Jurassic to Early Cretaceous sediments in the Kutch Basin, western India, on the basis of mineralogical investigations of sandstones composition （Quartz-Feldspar-Lithic （QFL） fragment）, Zircon-Tourmaline-Rutile （ZTR） index, and mineral chemistry of heavy detrital minerals of the framework. The study also examines the compositional variation of the sandstone in relation to the evolution of the Kutch Basin, which originated as a rift basin during the Late Triassic and evolved into a passive margin basin by the end Cretaceous. This study analyzes sandstone samples of Jhumara, Jhuran and Bhuj Formations of Middle Jurassic, Upper Jurassic and Lower Cretaceous, respectively, in the Kutch Mainland. Sandstones record a compositional evolution from arkosic to subarkosic as the feldspar content decreases from 68% in the Jhumara Formation to 27% in the Bhuj Formation with intermediate values in the Jhuran Formation. The QFL modal composition indicates basement uplifted and transitional continental settings at source. Heavy mineral content of these sandstones reveals the occurrence of zircon, tourmaline, rutile, garnet, apatite, monazite and opaque minerals. Sub-rounded to well-rounded zircon grains indicate a polycyclic origin. ZTR indices for samples in Jhumara, Jhuran and Bhuj Formations are 25%, 30% and 50% respectively. Chemistry of opaque minerals reveals the occurrence of detrital varieties such as ilmenite, rutile, hematite/magnetite and pyrite, in a decreasing order of abundances. Chemistry of ilmenites in the Jhumara Formation reveals its derivation from dual felsic igneous and metabasic source, while those in Jhuran and Bhuj Formations indicate a metabasic derivation. Chemistry of garnet reveals predominantly Fe-rich （almandine） variety of metabasic origin. X-ray microscopic study provides the percentage of heavy minerals ranging from 3% to 5.260. QFL detrital modes reflect the evolution of the basin from an active rif

关键词： Siliciclastic provenance Tectonic setting Heavy minerals Mineral chemistry X-ray microscopy Mesozoic,Kutch Basin

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P-functionalized carbon nanotubes promote highly stable electrocatalysts based on Fe-phthalocyanines for oxygen reduction: Experimental and computational studies

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Journal of Energy Chemistry 2022年第9期31卷 276-290,I0008页

作者： Beatriz Martinez-Sanchez Diego Cazorla-Amors emilia Morallon Departamento de Quimica Fisica and Instituto Universitario de Materiales de Alicante(IUMA)University of Alicante Ap.99.03080 AlicanteSpain Departamento de Quimica Inorganica and Instituto Universitario de Materiales de Alicante(IUMA) University of AlicanteAp.9903080 AlicanteSpain

Iron(Ⅱ) phthalocyanines(FePc) supported on functionalized nanostructured carbon materials have been studied as electrocatalysts for the oxygen reduction reaction(ORR) in an alkaline medium. Herein, two types of carbon nanotubes(CNTs) have been explored as support, Single-Walled Carbon Nanotubes and Herringbone Carbon Nanotubes(SWCNTs and h CNTs, respectively), both electrochemically modified with ortho-aminophenylphosphonic acid(2APPA), which provides phosphate axial coordinating ligands for the immobilization of FePc molecules. All the catalysts were prepared via a facile incipient wetness impregnation method. Comprehensive experimental analysis together with density functional theory(DFT) calculations has demonstrated both the importance of the five-coordinated Fe macrocycles that favor the interaction between the FePc and the carbon support, as well as the effect of the CNT structure in the ORR. FePc axial coordination provides a better dispersion, leading to higher stability and a favorable electron redistribution that also tunes the ORR performance by lowering the stability of the reaction intermediates. Interestingly, such improvement occurs with a very low content of metal(~1 wt% Fe),which is especially remarkable when h CNT support is employed. This work provides a novel strategy for the development of Fe-containing complexes as precious metal-free catalysts towards the ORR.

关键词： Carbon nanotubes Iron phthalocyanine Oxygen reduction Electrocatalysis Axial ligand

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Self-healing effect of ceria electrodeposited thin films on stainless steel in aggressive 0.5 mol/L NaCl aqueous solution

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Journal of Rare Earths 2015年第11期33卷 1212-1227页

作者： Desislava Guergova emilia Stoyanova Dimitar Stoychev Ivalina Avramova Plamen Stefanov "Rostislaw Kaischew" Institute of Physical Chemistry Bulgarian Academy of Sciences Institute of General and Inorganic Chemistry Bulgarian Academy of Sciences

The self-healing effect of electrochemically deposited CeO2-Ce2O3 films on stainless steel OC404（SS） in 0.5 mol/L NaCl solution was studied. It was established that the corrosion potential of the steel, after covering it with CeO2-Ce2O3 layer and thermal treatment（i.e. potential of the system CeO2-Ce2O3/SSt.t.）, was shifted sharply to a considerably more positive value, while the corrosion current was reduced noticeably. The X-ray photoelectron spectroscopy（XPS）, energy dispersive spectroscopy（EDS） and scanning electron microscopy（SEM） analyses on the observed scratched surface area of the system CeO2-Ce2O3/SSt.t., after exposure of investigated specimens to 0.5 mol/L NaCl corrosion media, showed partial accumulation of ceria, as well as remarkable increase in the concentrations of oxides of Al, Cr and Fe, on the mechanically revealed steel surface. On the basis of the obtained results one could conclude that the secondary passive oxide/hydroxide films, formed after a definite time interval of exposure to corrosion media, acted as barriers, hindering the corrosion processes in active zones. A hypothesis was put forward about the mechanism of self-repairing oxide layers on the steel surface and their corrosion protection effect respectively.

关键词： stainless steel ceria films corrosion self-healing effect rare earths

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Stereodynamics study of reactions N(~2D)+HD→NH+D and ND+H

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Chinese Physics B 2010年第4期19卷 225-230页

作者：岳现房程杰李宏张永强 emilia L.Wu Department of Physics and Information Engineering Jining University Department of Chemical Engineering and Materials Science 421 Washington Avenue SEMinneapolisMinnesota 55455USA

The product polarizations of the title reactions are investigated by employing the quasi-classical trajectory(QCT) *** four generalized polarization-dependent differential cross-sections(PDDCSs)(2π/σ)(dσ 00 /dωt),(2π/σ)(dσ 20 /dωt),(2π/σ)(dσ 22+ /dωt),and(2π/σ)(dσ21-/dωt) are calculated in the centre-of-mass *** distribution of the angle between k and j ’,P(θr),the distribution of the dihedral angle denoting k-k’-j’ correlation,P(φr),as well as the angular distribution of product rotational vectors in the form of polar plots P(θr,φr) are *** isotope effect is also revealed and primarily attributed to the difference in mass factor between the two title reactions.

关键词： stereodynamics quasi-classical trajectory method vector correlation polarizationdependent differential cross-section isotope effect

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Genotoxicity of gold nanoparticles functionalized with indolicidin towards Saccharomyces cerevisiae

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Journal of Environmental Sciences 2018年第4期30卷 138-145页

作者： Elisabetta de Alteriis Annarita Falanga Stefania Galdiero Marco Ouida Valeria Maselli emilia Galdiero Department of Biology University of Naples "Federico II" 80100 Naples Italy Department of Pharmacy University of Naples "Federico II" 80134 Naples Italy

The toxic effects of gold nanoparticles surface-functionalized with the antimicrobial peptide indolicidin（Au NPs-indolicidin） towards the yeast Saccharomyces cerevisiae, one of the major eukaryotic model organisms, have been evaluated. Growth and survival,genotoxicity, as measured by comet assay, and expression of the YCA1, an apoptosis indicating gene, following 72 hr exposure of yeast to Au NPs-indolicidin, and to Au NPs and indolicidin alone have been examined. The gold nanoparticles exerted toxicity with DNA damage, accompanied by reactive oxygen species production（ROS）, but they do not inhibit yeast growth and viability. Genotoxicity was less pronounced for surface-functionalized nanoparticles, showing that S. cerevisiae is quite resistant to the complex Au NPs-indolicidin.A progressive reduction of the genotoxic effect was observed along 72 hr exposure,presumably due to the activation of DNA repair mechanisms. These findings suggest the occurrence of a physiological protective response of S. cerevisiae towards nanoparticles,thereby providing useful information to the assessment of the environmental impact of metal nanoparticles.

关键词： Ecotoxicity Antimicrobial peptide Comet assay Yeast Nanoparticles Oxidative stress

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Chemical and minero-petrographical changes on granulite rocks affected by weathering processes

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Frontiers of Earth Science 2019年第2期13卷 247-261页

作者： Carmine APOLLARO Francesco PERRI emilia LE PERA Ilaria FUOCO Teresa CRITELLI DiBEST University of Calabria1-87036 Arcavacata di Rende (CS)Italy

The purpose of this work is to study the weathering processes of the granulite rocks of the Serre Massif (southern Calabria,Italy) using a multidisciplinary approach based on field studies,geochemical modeling,and minero?petrographical *** granulite rocks are plagioclase-rich with minor amphibole,clinopyroxene,orthopyroxene,biotite,and garnet and their texture are *** reaction path modeling was performed to simulate the evolution of groundwaters upon interaction with local granulite by means of the software package EQ3/6,version *** were performed in kinetic (time) mode under a closed system at a constant temperature of 11.5℃,(which reproduces the average temperature of local area) and fixing the fugacity of CO2 at 10-2.34 bar (mean value).During the most advanced stage of weathering the main mineralogical changes are: partial destruction and transformation of biotite and plagioclase associated with neoformation of ferruginous products and secondary clay minerals producing a change in the origin rock *** secondary solid phases observed during the geochemical modeling (kaolinite,vermiculite and ferrihydrite) are similar to those found in this natural ***,the soil-like material mainly characterized by mostly sand to gravel grain-size fractions is the final result of the weathering processes.

关键词： Serre Massif granulitic rocks mineralogy petrography weathering profile reaction path-modeling

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