cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
An Experimental Evaluation of Large Scale GBDT Systems
Creators: name: Fu, Fangcheng
name: Jiang, Jiawei
name: Shao, Yingxia
name: Cui, Bin
Publisher: name: arXiv
Year: 2019
Subjects: subject: Machine Learning (cs.LG)
subject: Databases (cs.DB)
subject: Machine Learning (stat.ML)
subject: FOS: Computer and information sciences

description: Gradient boosting decision tree (GBDT) is a widely-used machine learning algorithm in both data analytic competitions and real-world industrial applications. Further, driven by the rapid increase in data volume, efforts have been made to train GBDT in a distributed setting to support large-scale workloads. However, we find it surprising that the existing systems manage the training dataset in different ways, but none of them have studied the impact of data management. To that end, this paper aims to study the pros and cons of different data management methods regarding the performance of distributed GBDT. We first introduce a quadrant categorization of data management policies based on data partitioning and data storage. Then we conduct an in-depth systematic analysis and summarize the advantageous scenarios of the quadrants. Based on the analysis, we further propose a novel distributed GBDT system named Vero, which adopts the unexplored composition of vertical partitioning and row-store and suits for many large-scale cases. To validate our analysis empirically, we implement different quadrants in the same code base and compare them under extensive workloads, and finally compare Vero with other state-of-the-art systems over a wide range of datasets. Our theoretical and experimental results provide a guideline on choosing a proper data management policy for a given workload.
description: Technical Report for paper to appear in VLDB 2019
Mesoscopic effects in tunneling between parallel quantum wires
Creators: name: Boese, Daniel
name: Governale, Michele
name: Rosch, A.
name: Zuelicke, U.
Publisher: name: arXiv
Year: 2001
Subjects: subject: Mesoscale and Nanoscale Physics (cond-mat.mes-hall)
subject: FOS: Physical sciences

description: We consider a phase-coherent system of two parallel quantum wires that are coupled via a tunneling barrier of finite length. The usual perturbative treatment of tunneling fails in this case, even in the diffusive limit, once the length L of the coupling region exceeds a characteristic length scale L_t set by tunneling. Exact solution of the scattering problem posed by the extended tunneling barrier allows us to compute tunneling conductances as a function of applied voltage and magnetic field. We take into account charging effects in the quantum wires due to applied voltages and find that these are important for 1D-to-1D tunneling transport.
description: 8 pages, 7 figures, improved Figs., added Refs. and appendix, to appear in Phys. Rev. B
Additional file 1: of Physician practices for withdrawal of medications in inactive systemic juvenile arthritis, Childhood Arthritis and Rheumatology Research Alliance (CARRA) survey
Creators: name: Shenoi, Susan
name: Kabita Nanda
name: Schulert, Grant
name: Bohnsack, John
name: Cooper, Ashley
name: Edghill, Bridget
name: Miriah Gillispie-Taylor
name: Goldberg, Baruch
name: Halyabar, Olha
name: Mason, Thomas
name: Ronis, Tova
name: Rayfel Schneider
name: Vehe, Richard
name: Onel, Karen
Publisher: name: figshare
Year: 2019
Subjects: subject: Medicine
subject: Genetics
subject: FOS: Biological sciences
subject: Biotechnology
subject: Ecology
subject: Immunology
subject: FOS: Clinical medicine
subject: Developmental Biology
subject: Science Policy

description: CARRA SJIA Inactive Disease and Withdrawal of Medications Survey. (DOCX 379 kb)
Additional file 11 of Program evaluation of a student-led peer support service at a Canadian university
Creators: name: Suresh, Rahul
name: Karkossa, Zoe
name: Richard, Jérémie
name: Karia, Maharshee
Publisher: name: figshare
Year: 2021
Subjects: subject: Biophysics
subject: Sociology
subject: FOS: Sociology
subject: Science Policy
subject: 111714 Mental Health
subject: FOS: Health sciences

description: Additional file 11: Table S9. Table with the number of responses to the prompt asking how students would compare the quality of the service that they received at PSC to other mental health services, during each year from 2018 – 2020.
Comparing outpatient oral antibiotic use in Germany and the Netherlands from 2012 to 2016
Creators: name: Gradl, Gabriele
name: Teichert, Martina
name: Kieble, Marita
name: Werning, Johanna
name: Schulz, Martin
Publisher: name: Freie Universität Berlin
Year: 2018
Subjects: subject: ambulatory care
subject: anti‐bacterial agents
subject: drug utilization
subject: Germany
subject: Netherlands
subject: pharmacoepidemiology
subject: 600 Technik, Medizin, angewandte Wissenschaften::610 Medizin und Gesundheit::615 Pharmakologie, Therapeutik

description: PURPOSE: Overuse of antibiotics is of concern, but may differ between European countries. This study compares outpatient use of oral antibiotics between Germany (DE) and the Netherlands (NL). METHODS For DE, we used the DAPI database with information on dispensings at the expense of the Statutory Health Insurance Funds from > 80% of community pharmacies. For NL, data were obtained from the Dutch Foundation for Pharmaceutical Statistics. Use of oral antibiotics was estimated as defined daily doses per 1000 inhabitants per day (DID), except for age comparisons as packages per 1000 inhabitants annually. National time trends were assessed with linear regression, stratified for the major antibiotic classes, and individual substances. RESULTS: From 2012 to 2016, outpatient antibiotic use was lower in NL than in DE (9.64 vs 14.14 DID in 2016) and non‐significantly decreased slightly over time in both countries. In DE, dispensings of oral antibiotics to children were higher compared with NL for the age groups 2 to 5 (2.0‐fold in 2016) and 6 to 14 years (2.7‐fold in 2016). Use of cephalosporins was very low in NL (0.02 DID in 2016), but the second most frequently dispensed class in DE (2.95 DID in 2016). CONCLUSION: From 2012 to 2016, outpatient use of oral antibiotics was lower in NL than in DE. Differences were primarily observed in the age groups 2 to 5 and 6 to 14 years, although the recommendations of evidence‐based guidelines in both countries were in agreement.
Colymbetes piceus Klug 1834
Creators: name: Hájek, Jiří
name: Reiter, Antonín
Publisher: name: Zenodo
Year: 2014
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Dytiscidae
Colymbetes
Colymbetes piceus

description: Colymbetes piceus Klug, 1834
 Published records. BALFOUR- BROWNE (1951: 191): Yemen.
 Distribution. A species occurring in Egypt, the Arabian Peninsula and Iran (NILSSON & HÁJEK 2013).
description: Published as part of Hájek, Jiří & Reiter, Antonín, 2014, Adephagous water beetles (Coleoptera: Gyrinidae, Haliplidae, Noteridae, Dytiscidae) of Yemen and Dhofar region (Oman) with description of a new Hyphydrus from Socotra Island, pp. 63-99 in Acta Entomologica Musei Nationalis Pragae 54 on page 80, DOI: 10.5281/zenodo.5314766
Additional file 10 of Program evaluation of a student-led peer support service at a Canadian university
Creators: name: Suresh, Rahul
name: Karkossa, Zoe
name: Richard, Jérémie
name: Karia, Maharshee
Publisher: name: figshare
Year: 2021
Subjects: subject: Biophysics
subject: Sociology
subject: FOS: Sociology
subject: Science Policy
subject: 111714 Mental Health
subject: FOS: Health sciences

description: Additional file 10: Table S8. Table with the number of responses to the prompt asking how students would compare the quality of the service that they received at PSC to other mental health services, during each year from 2018 – 2020.
Additional file 2 of The Tetracentron genome provides insight into the early evolution of eudicots and the formation of vessel elements
Creators: name: Liu, Ping-Li
name: Zhang, Xi
name: Mao, Jian-Feng
name: Hong, Yan-Ming
name: Zhang, Ren-Gang
name: E, Yilan
name: Nie, Shuai
name: Jia, Kaihua
name: Jiang, Chen-Kun
name: He, Jian
name: Shen, Weiwei
name: He, Qizouhong
name: Zheng, Wenqing
name: Abbas, Samar
name: Jewaria, Pawan Kumar
name: Tian, Xuechan
name: Liu, Chang-jun
name: Jiang, Xiaomei
name: Yin, Yafang
name: Liu, Bo
name: Wang, Li
name: Jin, Biao
name: Ma, Yongpeng
name: Qiu, Zongbo
name: Baluška, František
name: Šamaj, Jozef
name: He, Xinqiang
name: Niu, Shihui
name: Xie, Jianbo
name: Xie, Lei
name: Xu, Huimin
name: Kong, Hongzhi
name: Ge, Song
name: Dixon, Richard A.
name: Jiao, Yuannian
name: Lin, Jinxing
Publisher: name: figshare
Year: 2020
Subjects: subject: Genetics
subject: FOS: Biological sciences

description: Additional file 2. Review history.
Measuring the delay time distribution of binary neutron stars. II. Using the redshift distribution from third-generation gravitational wave detectors network
Creators: name: Safarzadeh, Mohammadtaher
name: Berger, Edo
name: Ng, Ken K. -Y.
name: Chen, Hsin-Yu
name: Vitale, Salvatore
name: Whittle, Chris
name: Scannapieco, Evan
Publisher: name: arXiv
Year: 2019
Subjects: subject: High Energy Astrophysical Phenomena (astro-ph.HE)
subject: General Relativity and Quantum Cosmology (gr-qc)
subject: FOS: Physical sciences

description: We investigate the ability of current and third-generation gravitational wave (GW) detectors to determine the delay time distribution (DTD) of binary neutron stars (BNS) through a direct measurement of the BNS merger rate as a function of redshift. We assume that the DTD follows a power law distribution with a slope $Γ$ and a minimum merger time $t_{\rm min}$, and also allow the overall BNS formation efficiency per unit stellar mass to vary. By convolving the DTD and mass efficiency with the cosmic star formation history, and then with the GW detector capabilities, we explore two relevant regimes. First, for the current generation of GW detectors, which are only sensitive to the local universe, but can lead to precise redshift determinations via the identification of electromagnetic counterparts and host galaxies, we show that the DTD parameters are strongly degenerate with the unknown mass efficiency and therefore cannot be determined uniquely. Second, for third-generation detectors such as Einstein Telescope (ET) and Cosmic Explorer (CE), which will detect BNS mergers at cosmological distances, but with a redshift uncertainty inherent to GW-only detections ($δ(z)/z\approx 0.1z$), we show that the DTD and mass efficiency can be well-constrained to better than 10\% with a year of observations. This long-term approach to determining the DTD through a direct mapping of the BNS merger redshift distribution will be supplemented by more near term studies of the DTD through the properties of BNS merger host galaxies at $z\approx 0$ (Safarzadeh & Berger 2019).
description: 10 pages, Accepted to ApJ Letters
Persistent current and Drude weight in one-dimensional rings with substitution potentials
Creators: name: Pellegrino, Giancarlo Queiroz
Publisher: name: arXiv
Year: 2001
Subjects: subject: Disordered Systems and Neural Networks (cond-mat.dis-nn)
subject: FOS: Physical sciences

description: Persistent currents and Drude weights are investigated for the tight-binding approximation to one-dimensional rings threaded by a magnetic flux and with potential given by some almost-periodic substitution sequences with different degrees of randomness, and for various potential strengths. The Drude weight D distinguishes correctly conductors and insulators, in accordance with the results shown by the currents. In the case of insulators the decay of D(N) for large ring lengths N provides an estimate for the localization length of the system. It is shown that the more random the sequence does not imply the smaller conducting properties. This discrepancy between the hierarchy of disorder of the sequences and the capacity of conduction of the system is explained by the gaps in the energy spectra.
description: 17 pages; 5 figures; to be published in Journal of Physics: Condensed Matter
Additional file 2: of Subtyping of microsatellite instability-high colorectal cancer
Creators: name: Wangxiong Hu
name: Yanmei Yang
name: Qi, Lina
name: Jiani Chen
name: Weiting Ge
name: Zheng, Shu
Publisher: name: figshare
Year: 2019
Subjects: subject: Biochemistry
subject: Medicine
subject: Evolutionary Biology
subject: FOS: Biological sciences
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: 19999 Mathematical Sciences not elsewhere classified
subject: FOS: Mathematics
subject: Developmental Biology
subject: Cancer

description: Figure S1. Clustering of 77 MSI-H CRCs in GSE39582 by NMF. Correlation matrix heatmaps correspond to rank 2 to 6. (PDF 830 kb)
Additional file 2 of Transgene behavior in genetically modified teosinte hybrid plants: transcriptome expression, insecticidal protein production and bioactivity against a target insect pest
Creators: name: Lohn, André Felipe
name: Trtikova, Miluse
name: Chapela, Ignacio
name: Binimelis, Rosa
name: Hilbeck, Angelika
Publisher: name: figshare
Year: 2021
Subjects: subject: Plant Biology
subject: FOS: Biological sciences

description: Additional file 2: Figure S2. Bioassay tray (32 cells/tray).
Chinese railway lives, 1912-1937
Creators: name: Morgan, Stephen Lloyd
Publisher: name: The Australian National University
Year: 1995
Subjects: subject: Railroads HistoryChina
subject: Railroads EmployeesChina

description: During the first four decades of the 20th century the railways created a new type of worker in China, the railwayman. He was employed in the use of a new and evolving technology, and he was organised and managed in ways different to the previous organisation of Chinese labor. This study, in looking at the experiences of railway workers, inquires into the origin and formation of the emergent Chinese industrial working class in the first half of the 20th century. The years up to 1937 were those during which the working for the railways became an established occupation and the administration was placed in the hands of a new elite of managers who were increasingly trained specially for the tasks of running the railway system. By inquirying into the lives of railway workers this dissertation opens a window onto a vista of complex questions about the development of modem industry in China and its working class. The study is focussed on those who ran the Chinese National Railways. What was it like for former peasants and artisans to become railwaymen in a large bureaucratic organisation that required and enforced new work practices and discipline in a world of mechanised regularity? How did one become an engine driver, a workshop craftsman, or a station hand? Was the experience of Chinese railwaymen different from that of their counterparts elsewhere? What does the experience of railwaymen tell us about the early Chinese working class? Were they part of a new class, or did the persistence of the past, the ties of village and kin, fragment railway workers? In common with recent studies of Chinese labor this dissertation has used the archival and other sources which have become available over the past decade to draw a different picture to that which we have become acquainted through the past labor history of China. The workers and their families are made to speak to us. In their stories which are is told here we see the crucial role of native place and family in the recruitment of railway workers and the segmentation of skill. Work was organised differently on the railways. Its discipline system structured the working day, determining career and life outcomes. Hard as this system might have been at times, there were also big rewards: the railway worker was well off compared with other industrial workers. They earned more than most, had steady work, and shared in a large social wage which included education, medical and welfare benefits. In an analysis of the long-run trend in real wages this dissertation demonstrates a sustained rise in living standards from the late 1910s to the mid-1930s. This finding is a major contribution to our understanding of the distributional effect of economic growth during the interwars years of Republican China.
Coherent vs incoherent interlayer transport in layered metals
Creators: name: Wosnitza, J.
name: Hagel, J.
name: Qualls, J. S.
name: Brooks, J. S.
name: Balthes, E.
name: Schweitzer, D.
name: Schlueter, J. A.
name: Geiser, U.
name: Mohtasham, J.
name: Winter, R. W.
name: Gard, G. L.
Publisher: name: arXiv
Year: 2002
Subjects: subject: Strongly Correlated Electrons (cond-mat.str-el)
subject: Superconductivity (cond-mat.supr-con)
subject: FOS: Physical sciences

description: The magnetic-field, temperature, and angular dependence of the interlayer magnetoresistance of two different quasi-two-dimensional (2D) organic superconductors is reported. For $κ$-(BEDT-TTF)$_2$I$_3$ we find a well-resolved peak in the angle-dependent magnetoresistance at $Θ= 90^\circ$ (field parallel to the layers). This clear-cut proof for the coherent nature of the interlayer transport is absent for $β$''-(BEDT-TTF)$_2$SF$_5$CH$_2$CF$_2$SO$_3$. This and the non-metallic behavior of the magnetoresistance suggest an incoherent quasiparticle motion for the latter 2D metal.
description: 4 pages, 4 figures. Phys. Rev. B, in press
Colymbetes substrigatus Sharp 1882
Creators: name: Hájek, Jiří
name: Reiter, Antonín
Publisher: name: Zenodo
Year: 2014
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Dytiscidae
Colymbetes
Colymbetes substrigatus

description: Colymbetes substrigatus Sharp, 1882
 Published records. ROCCHI (1985: 447): Yemen.
 Distribution. A species described from Saudi Arabia and subsequently recorded also from Yemen (ROCCHI 1985).
description: Published as part of Hájek, Jiří & Reiter, Antonín, 2014, Adephagous water beetles (Coleoptera: Gyrinidae, Haliplidae, Noteridae, Dytiscidae) of Yemen and Dhofar region (Oman) with description of a new Hyphydrus from Socotra Island, pp. 63-99 in Acta Entomologica Musei Nationalis Pragae 54 on page 80, DOI: 10.5281/zenodo.5314766
Hawaiʻi Strategy for Plant Conservation
Creators: name: Keir, Matthew
name: Weisenberger, Lauren
name: National Tropical Botanical Garden
name: Hauʻoli Mau Loa Foundation
name: Harold L. Lyon Arboretum
Publisher: name: Zenodo
Year: 2014

description: This document, the Hawai‘i Strategy for Plant Conservation (HSPC), promotes terrestrial plant conservation in Hawai‘i , to preserve its unique flora and its essential role in ecosystem function and services. It presents a collaborative vision by presenting potential methodology to be reviewed and revised by Hawai‘i’s conservation community that is designed to overcome limiting factors presented in the 2012 Ex Situ Assessment. There has been strong, productive progress made by a large group of professionals. The HSPC is intended to highlight and build upon this ongoing effort, while placing our collaborative work in the context of global biodiversity conservation through the alignment of shared goals.
Local uniqueness and non-degeneracy of blow up solutions of mean field equations with singular data
Creators: name: Bartolucci, Daniele
name: Jevnikar, Aleks
name: Lee, Youngae
name: Yang, Wen
Publisher: name: arXiv
Year: 2019
Subjects: subject: Analysis of PDEs (math.AP)
subject: FOS: Mathematics
subject: 35B32, 35J25, 35J61, 35J99, 82D15

description: We are concerned with the mean field equation with singular data on bounded domains. Under suitable non-degeneracy conditions we prove local uniqueness and non-degeneracy of bubbling solutions blowing up at singular points. The proof is based on sharp estimates for bubbling solutions of singular mean field equations and suitably defined Pohozaev-type identities.
Generalized parton distributions and strong forces inside nucleons and nuclei
Creators: name: Polyakov, M. V.
Publisher: name: arXiv
Year: 2002
Subjects: subject: High Energy Physics - Phenomenology (hep-ph)
subject: High Energy Physics - Experiment (hep-ex)
subject: Nuclear Theory (nucl-th)
subject: FOS: Physical sciences

description: We argue that generalized parton distributions (GPDs), accessible in hard exclusive processes, carry information about the spatial distribution of forces experienced by quarks and gluons inside hadrons. This way the measurements of hard exclusive processes open a possibility for direct "measurements" of strong forces in different parts of nucleons and nuclei. Also such studies open a venue for addressing questions of the properties of the quark (gluon) matter inside hadrons and nuclei. We give a simple example of relations between GPDs and properties of "nuclear matter" in finite nuclei.
Additional file 1 of Transgene behavior in genetically modified teosinte hybrid plants: transcriptome expression, insecticidal protein production and bioactivity against a target insect pest
Creators: name: Lohn, André Felipe
name: Trtikova, Miluse
name: Chapela, Ignacio
name: Binimelis, Rosa
name: Hilbeck, Angelika
Publisher: name: figshare
Year: 2021
Subjects: subject: Plant Biology
subject: FOS: Biological sciences

description: Additional file 1: Figure S1. Sampling scheme.
Analytical computation of the demagnetizing energy of thin film domain walls
Creators: name: Skaugen, Audun
name: Murray, Peyton
name: Laurson, Lasse
Publisher: name: arXiv
Year: 2019
Subjects: subject: Materials Science (cond-mat.mtrl-sci)
subject: Mesoscale and Nanoscale Physics (cond-mat.mes-hall)
subject: FOS: Physical sciences

description: Due to its non-local nature, calculating the demagnetizing field remains the biggest challenge in understanding domain structures in ferromagnetic materials. Analytical descriptions of demagnetizing effects typically approximate domain walls as uniformly magnetized ellipsoids, neglecting both the smooth rotation of magnetization from one domain to the other and the interaction between the two domains. Here, instead of the demagnetizing field, we compute analytically the demagnetizing energy of a straight domain wall described by the classical $\tanh$ magnetization profile in a thin film with perpendicular magnetic anisotropy. We then use our expression for the demagnetizing energy to derive an improved version of the 1D model of field-driven domain wall motion, resulting in accurate expressions for important properties of the domain wall such as the domain wall width and the Walker breakdown field. We verify the accuracy of our analytical results by micromagnetic simulations.
description: 11 pages, 7 figures
Magnetization in quasiperiodic magnetic multilayers with biquadratic exchange and uniaxial anisotropy
Creators: name: Bezerra, C. G.
name: Cottam, M. G.
Publisher: name: arXiv
Year: 2001
Subjects: subject: Materials Science (cond-mat.mtrl-sci)
subject: FOS: Physical sciences

description: A theoretical study is made of the magnetization versus applied field curves of ferromagnetic/nonmagnetic multilayers constructed according to a Fibonacci quasiperiodic sequence. The ferromagnetic films are assumed to have uniaxial anisotropy and are coupled by both bilinear and biquadratic effective exchange. The effects of quasiperiodicity in the magnetic phases are illustrated numerically for Fe/Cr systems.
description: 5 pages, 3 ps figures, Elsevier Latex2e Style. To appear in Journal of Magnetism and Magnetic Materials (proceedings of the 4th International Symposium on Metallic Multilayers, MML'01, Aachen, June 24-29, 2001)
Copelatus atrosulcatus Regimbart 1906
Creators: name: Hájek, Jiří
name: Reiter, Antonín
Publisher: name: Zenodo
Year: 2014
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Dytiscidae
Copelatus
Copelatus atrosulcatus

description: Copelatus atrosulcatus Régimbart, 1906
 Published records. BALFOUR- BROWNE (1939: 83): Yemen.
 Distribution. A species occurring in eastern Africa north to Ethiopia, and in south-west Arabia (GUIGNOT 1961).
description: Published as part of Hájek, Jiří & Reiter, Antonín, 2014, Adephagous water beetles (Coleoptera: Gyrinidae, Haliplidae, Noteridae, Dytiscidae) of Yemen and Dhofar region (Oman) with description of a new Hyphydrus from Socotra Island, pp. 63-99 in Acta Entomologica Musei Nationalis Pragae 54 on page 81, DOI: 10.5281/zenodo.5314766
Additional file 1 of A mobile app implementing the international classification of functioning, disability and health rehabilitation set
Creators: name: Zhang, Malan
name: Yu, Jiani
name: Shen, Wei
name: Zhang, Yun
name: Xiang, Yun
name: Zhang, Xinting
name: Lin, Ziling
name: Yan, Tiebin
Publisher: name: figshare
Year: 2020
Subjects: subject: Space Science
subject: Medicine
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Information Systems not elsewhere classified
subject: Cancer

description: Additional file 1: Table S1. The assessment standards of ICF-RS.
Additional file 10 of Transgene behavior in genetically modified teosinte hybrid plants: transcriptome expression, insecticidal protein production and bioactivity against a target insect pest
Creators: name: Lohn, André Felipe
name: Trtikova, Miluse
name: Chapela, Ignacio
name: Binimelis, Rosa
name: Hilbeck, Angelika
Publisher: name: figshare
Year: 2021
Subjects: subject: Plant Biology
subject: FOS: Biological sciences

description: Additional file 10: Table S4. Spearman’s rank correlation and p-value between relative transgene expression and Cry1Ab concentration across different genetic backgrounds from Spain.
Style Conditioned Recommendations
Creators: name: Iqbal, Murium
name: Aryafar, Kamelia
name: Anderton, Timothy
Publisher: name: arXiv
Year: 2019
Subjects: subject: Information Retrieval (cs.IR)
subject: Machine Learning (cs.LG)
subject: Machine Learning (stat.ML)
subject: FOS: Computer and information sciences

description: We propose Style Conditioned Recommendations (SCR) and introduce style injection as a method to diversify recommendations. We use Conditional Variational Autoencoder (CVAE) architecture, where both the encoder and decoder are conditioned on a user profile learned from item content data. This allows us to apply style transfer methodologies to the task of recommendations, which we refer to as injection. To enable style injection, user profiles are learned to be interpretable such that they express users' propensities for specific predefined styles. These are learned via label-propagation from a dataset of item content, with limited labeled points. To perform injection, the condition on the encoder is learned while the condition on the decoder is selected per explicit feedback. Explicit feedback can be taken either from a user's response to a style or interest quiz, or from item ratings. In the absence of explicit feedback, the condition at the encoder is applied to the decoder. We show a 12% improvement on NDCG@20 over the traditional VAE based approach and an average 22% improvement on AUC across all classes for predicting user style profiles against our best performing baseline. After injecting styles we compare the user style profile to the style of the recommendations and show that injected styles have an average +133% increase in presence. Our results show that style injection is a powerful method to diversify recommendations while maintaining personal relevance. Our main contribution is an application of a semi-supervised approach that extends item labels to interpretable user profiles.
description: 9 pages, 10 figures, Accepted to RecSys '19
Additional file 5: of Functional genomics identifies predictive markers and clinically actionable resistance mechanisms to CDK4/6 inhibition in bladder cancer
Creators: name: Zhichao Tong
name: Sathe, Anuja
name: Ebner, Benedikt
name: Qi, Pan
name: Veltkamp, Christian
name: Juergen Gschwend
name: Holm, Per
name: Nawroth, Roman
Publisher: name: figshare
Year: 2019
Subjects: subject: Biochemistry
subject: Medicine
subject: Cell Biology
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Pharmacology
subject: Developmental Biology
subject: Cancer
subject: Hematology
subject: 60506 Virology

description: Figure S5. Western blot analysis against molecules involved in therapy response in RT112 cells (a, b, c, d) 3â days after treatment, cell lysates from control, monotherapies and combination therapies were analyzed by immunoblot with the indicated antibodies. (PDF 5748 kb)
Additional file 1 of A novel miRNA-based classification model of risks and stages for clear cell renal cell carcinoma patients
Creators: name: Dessie, Eskezeia Y.
name: Tsai, Jeffrey J. P.
name: Chang, Jan-Gowth
name: Ng, Ka-Lok
Publisher: name: figshare
Year: 2021
Subjects: subject: Medicine
subject: Cell Biology
subject: Genetics
subject: FOS: Biological sciences
subject: Biotechnology
subject: Immunology
subject: FOS: Clinical medicine
subject: 69999 Biological Sciences not elsewhere classified
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: 19999 Mathematical Sciences not elsewhere classified
subject: FOS: Mathematics
subject: Developmental Biology
subject: Cancer

description: Additional file 1. Lists of supplementary materials, including workflow, differentially expressed miRNAs, KM plots of ccRCC patients, Cox regression results, and the results of enrichment analysis of the miRNA signatures.
Exact Solution of Heisenberg-liquid models with long-range coupling
Creators: name: Wang, Yupeng
name: Schlottmann, P.
Publisher: name: arXiv
Year: 2001
Subjects: subject: Strongly Correlated Electrons (cond-mat.str-el)
subject: FOS: Physical sciences

description: We present the exact solution of two Heisenberg-liquid models of particles with arbitrary spin $S$ interacting via a hyperbolic long-range potential. In one model the spin-spin coupling has the simple antiferromagnetic Heisenberg exchange form, while for the other model the interaction is of the ferromagnetic Babujian-Takhatajan type. It is found that the Bethe ansatz equations of these models have a similar structure to that of the Babujian-Takhatajan spin chain. We also conjecture the integrability of a third new spin-lattice model with long-range interaction.
description: 7pages Revtex
Cybister (Cybister) cephalotes Sharp 1882
Creators: name: Hájek, Jiří
name: Reiter, Antonín
Publisher: name: Zenodo
Year: 2014
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Dytiscidae
Cybister
Cybister cephalotes

description: Cybister (Cybister) cephalotes Sharp, 1882
 Published records. BALFOUR- BROWNE (1951: 194): Yemen.
 Material examined. YEMEN: SANA’ A GOV.: 1 ♀, 60 km SW Sana’a, wadi Anis, 15°00ʹN, 44°09ʹE, 1522 m, 7.x.2005, D. Král leg. (NMPC).
 Distribution. A species known from Ethiopia and Sudan in eastern Africa, and Saudi Arabia and Yemen in the Arabian Peninsula (GUIGNOT 1961, NILSSON & HÁJEK 2013).
description: Published as part of Hájek, Jiří & Reiter, Antonín, 2014, Adephagous water beetles (Coleoptera: Gyrinidae, Haliplidae, Noteridae, Dytiscidae) of Yemen and Dhofar region (Oman) with description of a new Hyphydrus from Socotra Island, pp. 63-99 in Acta Entomologica Musei Nationalis Pragae 54 on page 82, DOI: 10.5281/zenodo.5314766
Additional file 1 of Key genes with prognostic values in suppression of osteosarcoma metastasis using comprehensive analysis
Creators: name: Li, Mi
name: Jin, Xin
name: Li, Hao
name: Wu, Gang
name: Wang, Shanshan
name: Yang, Caihong
name: Deng, Sisi
Publisher: name: figshare
Year: 2020
Subjects: subject: Medicine
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Environmental Sciences not elsewhere classified
subject: Biological Sciences not elsewhere classified
subject: Information Systems not elsewhere classified
subject: Mathematical Sciences not elsewhere classified
subject: Developmental Biology
subject: Marine Biology
subject: Plant Biology
subject: Computational Biology

description: Additional file 1: Table S1. The gene expression of the candidate genes.
Additional file 1 of Delineating patterns of sexualized substance use and its association with sexual and mental health outcomes among young gay, bisexual and other men who have sex with men in Singapore: a latent class analysis
Creators: name: Tan, Rayner Kay Jin
name: O’Hara, Caitlin Alsandria
name: Koh, Wee Ling
name: Le, Daniel
name: Tan, Avin
name: Tyler, Adrian
name: Tan, Calvin
name: Kwok, Chronos
name: Banerjee, Sumita
name: Wong, Mee Lian
Publisher: name: figshare
Year: 2021
Subjects: subject: Biochemistry
subject: Medicine
subject: Biotechnology
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: 111714 Mental Health
subject: FOS: Health sciences
subject: 110309 Infectious Diseases

description: Additional file 1: Table S1. Summary goodness of fit statistics for class membership comparison.
Impact of Electrostatic Doping Level on the Dissipative Transport in Graphene Nanoribbons Tunnel Field-Effect Transistors
Creators: name: Zhang, Weixiang
name: Ragab, Tarek
name: Zhang, Ji
name: Basaran, Cemal
Publisher: name: arXiv
Year: 2019
Subjects: subject: Mesoscale and Nanoscale Physics (cond-mat.mes-hall)
subject: Materials Science (cond-mat.mtrl-sci)
subject: Computational Physics (physics.comp-ph)
subject: FOS: Physical sciences

description: The impact of electrostatic doping level on the dissipative transport of Armchair GNR-TFET is studied using the Quantum Perturbation Theory (QPT) with the Extended Lowest Order Expansion (XLOE) implementation method. Results show that the doping level of the source and drain sides of the GNR-TFET has a significant impact on the phonon contribution to the carrier transport process. Unlike in other similar studies, where phonons are believed to have a constant detrimental influence on the ION/IOFF ratio and Subthreshold Swing (SS) of the TFET devices due to the phonon absorption-assisted tunneling, we show that by a proper engineering of the doping level in the source and drain, the phonon absorption assisted tunneling can be effectively inhibited. We also show that as temperature increase, the device switching property deteriorates in both the ballistic and dissipative transport regimes, and there exists a temperature-dependent critical doping level where the device has optimal switching behavior.
description: 18 pages and 7 figures
One-loop corrections to neutral Higgs boson decays into neutralinos
Creators: name: Eberl, H.
name: Kincel, M.
name: Majerotto, W.
name: Yamada, Y.
Publisher: name: arXiv
Year: 2001
Subjects: subject: High Energy Physics - Phenomenology (hep-ph)
subject: FOS: Physical sciences

description: We present the one-loop corrected decay widths for the decays of the neutral Higgs bosons h^0, H^0, and A^0 into a neutralino pair neu_m neu_n (m, n = 1, >..., 4) and to the decay neu_m -> (h^0, H^0, A^0) + neu_n. The corrections contain the one-loop contributions of all fermions and sfermions. All parameters are taken on-shell. This requires a proper treatment of the neutralino mass and mixing matrix. The dependence on the SUSY parameters is discussed. The corrections can be large in certain regions of the parameter space.
description: 19 pages, 6 figures
Additional file 4: of Functional genomics identifies predictive markers and clinically actionable resistance mechanisms to CDK4/6 inhibition in bladder cancer
Creators: name: Zhichao Tong
name: Sathe, Anuja
name: Ebner, Benedikt
name: Qi, Pan
name: Veltkamp, Christian
name: Juergen Gschwend
name: Holm, Per
name: Nawroth, Roman
Publisher: name: figshare
Year: 2019
Subjects: subject: Biochemistry
subject: Medicine
subject: Cell Biology
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Pharmacology
subject: Developmental Biology
subject: Cancer
subject: Hematology
subject: 60506 Virology

description: Figure S4. Western blot analysis against molecules involved in therapy response in T24 cells (a, b, c, d) 3â days after treatment, cell lysates from control, monotherapies and combination therapies were analyzed by immunoblot with the indicated antibodies. (PDF 5997 kb)
Using generative modelling to produce varied intonation for speech synthesis
Creators: name: Hodari, Zack
name: Watts, Oliver
name: King, Simon
Publisher: name: arXiv
Year: 2019
Subjects: subject: Audio and Speech Processing (eess.AS)
subject: Computation and Language (cs.CL)
subject: Machine Learning (cs.LG)
subject: Sound (cs.SD)
subject: Machine Learning (stat.ML)
subject: FOS: Electrical engineering, electronic engineering, information engineering
subject: FOS: Computer and information sciences

description: Unlike human speakers, typical text-to-speech (TTS) systems are unable to produce multiple distinct renditions of a given sentence. This has previously been addressed by adding explicit external control. In contrast, generative models are able to capture a distribution over multiple renditions and thus produce varied renditions using sampling. Typical neural TTS models learn the average of the data because they minimise mean squared error. In the context of prosody, taking the average produces flatter, more boring speech: an "average prosody". A generative model that can synthesise multiple prosodies will, by design, not model average prosody. We use variational autoencoders (VAEs) which explicitly place the most "average" data close to the mean of the Gaussian prior. We propose that by moving towards the tails of the prior distribution, the model will transition towards generating more idiosyncratic, varied renditions. Focusing here on intonation, we investigate the trade-off between naturalness and intonation variation and find that typical acoustic models can either be natural, or varied, but not both. However, sampling from the tails of the VAE prior produces much more varied intonation than the traditional approaches, whilst maintaining the same level of naturalness.
description: Accepted for the 10th ISCA Speech Synthesis Workshop (SSW10)
Additional file 2 of Identification of LMO2 as a new marker for acinic cell carcinoma of salivary gland
Creators: name: Sheng, Dong
name: Zhang, Yan
name: Xue, Tian
name: Zhou, Xiao-Yan
name: Li, Xiao-Qiu
Publisher: name: figshare
Year: 2022
Subjects: subject: Biophysics
subject: Biochemistry
subject: Cell Biology
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Physiology
subject: Immunology
subject: FOS: Clinical medicine
subject: Developmental Biology
subject: Cancer

description: Additional file 2: Supplemental Table 2. Statistical analysis for cytoplasmic expression of LMO2 between acinic cell carcinomas and other tumors of the salivary gland.
Additional file 4 of Polysaccharide utilization loci-driven enzyme discovery reveals BD-FAE: a bifunctional feruloyl and acetyl xylan esterase active on complex natural xylans
Creators: name: Hameleers, Lisanne
name: Penttinen, Leena
name: Ikonen, Martina
name: Jaillot, Léa
name: Fauré, Régis
name: Terrapon, Nicolas
name: Deuss, Peter J.
name: Hakulinen, Nina
name: Master, Emma R.
name: Jurak, Edita
Publisher: name: figshare
Year: 2021
Subjects: subject: Biochemistry
subject: Microbiology
subject: FOS: Biological sciences
subject: Genetics
subject: Biotechnology
subject: Ecology
subject: 69999 Biological Sciences not elsewhere classified
subject: Plant Biology

description: Additional file 4. Additional data on the synthesis of per-acetylated xylobioses, X2Ac5 and X2Ac4 including protocol, characterizations, and Figures S8–S11. 1H and 13C NMR spectra.
Additional file 2: of The PRogram In Support of Moms (PRISM): study protocol for a cluster randomized controlled trial of two active interventions addressing perinatal depression in obstetric settings
Creators: name: Simas, Tiffany Moore
name: Brenckle, Linda
name: Sankaran, Padma
name: Masters, Grace
name: Sharina Person
name: Weinreb, Linda
name: Ko, Jean
name: Robbins, Cheryl
name: Jeroan Allison
name: Byatt, Nancy
Publisher: name: figshare
Year: 2019
Subjects: subject: 19999 Mathematical Sciences not elsewhere classified
subject: FOS: Mathematics
subject: Developmental Biology
subject: Cancer
subject: 111714 Mental Health
subject: FOS: Health sciences

description: There are 10 practices that were randomized for this study. The table includes the names of the practices, the region of Massachusetts in which they are located, and their location (city or town). (DOCX 13 kb)
Macroscopic quantum tunneling of two-component Bose-Einstein condensates
Creators: name: Kasamatsu, Kenichi
name: Yasui, Yukinori
name: Tsubota, Makoto
Publisher: name: arXiv
Year: 2001
Subjects: subject: Condensed Matter (cond-mat)
subject: FOS: Physical sciences

description: We show theoretically the existence of a metastable state and the possibility of decay to the ground state through macroscopic quantum tunneling in two-component Bose-Einstein condensates with repulsive interactions. Numerical analysis of the coupled Gross-Pitaevskii equations clarifies the metastable states whose configuration preserves or breaks the symmetry of the trapping potential, depending on the interspecies interaction and the particle number. We calculate the tunneling decay rate of the metastable state by using the collective coordinate method under the WKB approximation. Then the height of the energy barrier is estimated by the saddle point solution. It is found that macroscopic quantum tunneling is observable in a wide range of particle numbers. Macroscopic quantum coherence between two distinct states is discussed; this might give an additional coherent property of two-component Bose condensed systems. Thermal effects on the decay rate are estimated.
description: 11 pages, 10 figures, revtex4
Additional file 3 of Polysaccharide utilization loci-driven enzyme discovery reveals BD-FAE: a bifunctional feruloyl and acetyl xylan esterase active on complex natural xylans
Creators: name: Hameleers, Lisanne
name: Penttinen, Leena
name: Ikonen, Martina
name: Jaillot, Léa
name: Fauré, Régis
name: Terrapon, Nicolas
name: Deuss, Peter J.
name: Hakulinen, Nina
name: Master, Emma R.
name: Jurak, Edita
Publisher: name: figshare
Year: 2021
Subjects: subject: Biochemistry
subject: Microbiology
subject: FOS: Biological sciences
subject: Genetics
subject: Biotechnology
subject: Ecology
subject: 69999 Biological Sciences not elsewhere classified
subject: Plant Biology

description: Additional file 3. Additional data on BD-FAE’s crystal structure including Table S5. Data processing and refinement statistics of BD-FAE (PDB: 6TKX) and its truncated form (PDB: 6XYC). Figure S6. Active site of BD-FAE with (A) sulfate ion, (B) protease inhibitor AEBSF as ligands and (C) an aligned version. Figure S7. Comparison of BD-FAE overall structure to other carbohydrate esterases.
SN 2012dn from early to late times: 09dc-like supernovae reassessed
Creators: name: Taubenberger, S.
name: Floers, A.
name: Vogl, C.
name: Kromer, M.
name: Spyromilio, J.
name: Aldering, G.
name: Antilogus, P.
name: Bailey, S.
name: Baltay, C.
name: Bongard, S.
name: Boone, K.
name: Buton, C.
name: Chotard, N.
name: Copin, Y.
name: Dixon, S.
name: Fouchez, D.
name: Fransson, C.
name: Gangler, E.
name: Gupta, R. R.
name: Hachinger, S.
name: Hayden, B.
name: Hillebrandt, W.
name: Kim, A. G.
name: Kowalski, M.
name: Leget, P. -F.
name: Leibundgut, B.
name: Mazzali, P. A.
name: Noebauer, U. M.
name: Nordin, J.
name: Pain, R.
name: Pakmor, R.
name: Pecontal, E.
name: Pereira, R.
name: Perlmutter, S.
name: Ponder, K. A.
name: Rabinowitz, D.
name: Rigault, M.
name: Rubin, D.
name: Runge, K.
name: Saunders, C.
name: Smadja, G.
name: Tao, C.
name: Thomas, R. C.
Publisher: name: arXiv
Year: 2019
Subjects: subject: High Energy Astrophysical Phenomena (astro-ph.HE)
subject: Solar and Stellar Astrophysics (astro-ph.SR)
subject: FOS: Physical sciences

description: As a candidate 'super-Chandrasekhar' or 09dc-like Type Ia supernova (SN Ia), SN 2012dn shares many characteristics with other members of this remarkable class of objects but lacks their extraordinary luminosity. Here, we present and discuss the most comprehensive optical data set of this SN to date, comprised of a densely sampled series of early-time spectra obtained within the Nearby Supernova Factory project, plus photometry and spectroscopy obtained at the VLT about 1 yr after the explosion. The light curves, colour curves, spectral time series and ejecta velocities of SN 2012dn are compared with those of other 09dc-like and normal SNe Ia, the overall variety within the class of 09dc-like SNe Ia is discussed, and new criteria for 09dc-likeness are proposed. Particular attention is directed to additional insight that the late-phase data provide. The nebular spectra show forbidden lines of oxygen and calcium, elements that are usually not seen in late-time spectra of SNe Ia, while the ionisation state of the emitting iron plasma is low, pointing to low ejecta temperatures and high densities. The optical light curves are characterised by an enhanced fading starting ~60 d after maximum and very low luminosities in the nebular phase, which is most readily explained by unusually early formation of clumpy dust in the ejecta. Taken together, these effects suggest a strongly perturbed ejecta density profile, which might lend support to the idea that 09dc-like characteristics arise from a brief episode of interaction with a hydrogen-deficient envelope during the first hours or days after the explosion.
description: 16 pages, 11 figures, MNRAS in press, missing line added in Table 1
Additional file 1 of Development and validation of a Nurse Station Ergonomics Assessment (NSEA) tool
Creators: name: Mokarami, Hamidreza
name: Eskandari, Sahar
name: Cousins, Rosanna
name: Salesi, Mahmood
name: Kazemi, Reza
name: Razeghi, Mohsen
name: Choobineh, Alireza
Publisher: name: figshare
Year: 2021
Subjects: subject: Medicine
subject: 59999 Environmental Sciences not elsewhere classified
subject: FOS: Earth and related environmental sciences
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: Science Policy

description: Additional file 1.
Additional file 11: of Subtyping of microsatellite instability-high colorectal cancer
Creators: name: Wangxiong Hu
name: Yanmei Yang
name: Qi, Lina
name: Jiani Chen
name: Weiting Ge
name: Zheng, Shu
Publisher: name: figshare
Year: 2019
Subjects: subject: Biochemistry
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: 19999 Mathematical Sciences not elsewhere classified
subject: FOS: Mathematics
subject: Developmental Biology
subject: Cancer

description: Figure S7. Boxplot distribution of CCL2 and CCL5 expression level between MSI-H1 and MSI-H2 by using TCGA and GSE39582 data. (PDF 412 kb)
Additional file 1 of Identification of LMO2 as a new marker for acinic cell carcinoma of salivary gland
Creators: name: Sheng, Dong
name: Zhang, Yan
name: Xue, Tian
name: Zhou, Xiao-Yan
name: Li, Xiao-Qiu
Publisher: name: figshare
Year: 2022
Subjects: subject: Biophysics
subject: Biochemistry
subject: Cell Biology
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Physiology
subject: Immunology
subject: FOS: Clinical medicine
subject: Developmental Biology
subject: Cancer

description: Additional file 1: Supplemetal Table 1. Summary of the pathological features of tumors in the salivary gland.