cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
PaSE: Parallelization Strategies for Efficient DNN Training
Creators: name: Elango, Venmugil
Publisher: name: arXiv
Year: 2024
Subjects: subject: Machine Learning (cs.LG)
subject: Distributed, Parallel, and Cluster Computing (cs.DC)
subject: FOS: Computer and information sciences

description: Training a deep neural network (DNN) requires substantial computational and memory requirements. It is common to use multiple devices to train a DNN to reduce the overall training time. There are several choices to parallelize each layer in a DNN. Exhaustively searching this list to find an optimal parallelization strategy is prohibitively time consuming and impractical. The standard practice is to use data parallelism because of its simplicity. However, data parallelism is often sub-optimal, and suffers from poor performance and high memory requirement. Expert-designed strategies have been proposed on a case-by-case basis using domain specific knowledge. These expert-designed strategies do not generalize well to DNNs other than the ones for which they were designed, and are not always necessarily the best choice.
 In this paper, we propose an approach to automatically find efficient parallelization strategies for DNNs from their computation graphs. We present an efficient algorithm to compute these strategies within a reasonable time in practice. We evaluate the effectiveness of our approach on various DNNs. We also compare the performance of the strategies identified by our approach against data parallelism, expert-designed strategies, and the state-of-the-art approaches. Our results show that the strategies found using our approach outperform the baseline data parallelism strategy in all the cases. In addition, our strategies achieve better performance than the expert-designed strategies and the state-of-the-art approaches.
description: Published as conference paper at IPDPS 2021
A weak formulation for a rate-independent delamination evolution with inertial and viscosity effects subjected to unilateral constraint
Creators: name: Scala, Riccardo
Publisher: name: Weierstrass Institute
Year: 2015
Subjects: subject: Second order parabolic equation
subject: viscoelasticity
subject: energetic formulation
subject: delamination
subject: adhesion
subject: rate-independent system
subject: unilateral constraint
subject: 35L04
subject: 74C05
subject: 74D10
subject: 74R99
subject: 47H05

description: We consider a system of two viscoelastic bodies attached on one edge by an adhesive where a delamination process occurs. We study the dynamic of the system subjected to external forces, suitable boundary conditions, and an unilateral constraint on the jump of the displacement at the interface between the bodies. The constraint arises in a graph inclusion, while the delamination coeficient evolves in a rate-independent way. We prove the existence of a weak solution to the corresponding system of PDEs.
Additional file 1 of Sustainability of healthcare professionals’ adherence to clinical practice guidelines in primary care
Creators: name: Liu, Xian-Liang
name: Wang, Tao
name: Tan, Jing-Yu
name: Stewart, Simon
name: Chan, Raymond J.
name: Eliseeva, Sabina
name: Polotan, Mary Janice
name: Zhao, Isabella
Publisher: name: figshare
Year: 2022
Subjects: subject: Medicine
subject: Pharmacology
subject: Biotechnology
subject: Sociology
subject: FOS: Sociology
subject: Cancer
subject: Science Policy
subject: Virology

description: Additional file 1: Supplemental file 1. Suggested risk of bias criteria for EPOC reviews.
Loose Hamilton Cycles in Regular Hypergraphs
Creators: name: Dudek, Andrzej
name: Frieze, Alan
name: Rucinski, Andrzej
name: Sileikis, Matas
Publisher: name: Carnegie Mellon University
Year: 2013
Subjects: subject: 19999 Mathematical Sciences not elsewhere classified
subject: FOS: Mathematics

description: We establish a relation between two uniform models of random k-graphs (for constant k ≥ 3) on n labelled vertices: ℍ(k) (n,m), the random k-graph with exactly m edges, and ℍ (k) (n,d), the random d-regular k-graph. By extending the switching technique of McKay and Wormald to k-graphs, we show that, for some range of d = d(n) and a constant c> 0, if m ~ cnd, then one can couple ℍ (k) (n,m) and ℍ (k) (n,d) so that the latter contains the former with probability tending to one as n → ∞. In view of known results on the existence of a loose Hamilton cycle in ℍ (k) (n,m), we conclude that ℍ (k) (n,d) contains a loose Hamilton cycle when d ≫ log n (or just d ≥ C log n, if k = 3) and d = o(n1/2).
The ratio between the number of sunspot and the number of sunspot groups
Creators: name: Georgieva, K.
name: Kilcik, A.
name: Nagovitsyn, Yu.
name: Kirov, B.
Publisher: name: arXiv
Year: 2017
Subjects: subject: Solar and Stellar Astrophysics (astro-ph.SR)
subject: FOS: Physical sciences

description: Data from three solar observatories, Learmonth, Holloman, and San Vito, are used to study the variations in the average number of sunspots per sunspot group. It is found that the different types of sunspot groups and the number of sunspots in these groups have different solar cycle and cycle to cycle variations. The varying ratio between the average number of sunspots and the number of sunspot groups is shown to be a real feature and not a result of changing observational instruments, observers experience, calculation schemes, etc., and is a result of variations in the solar magnetic fields. Therefore, the attempts to minimize the discrepancies between the sunspot number and sunspot group series are not justified, and lead to the loss of important information about the variability of the solar dynamo.
description: 7 pages, 7 figures
АНАЛИЗ СОВЕРЕМЕННОГО ОСТОЯНИЯ СТРОИТЕЛЬНОЙ ОТРАСЛИ РЕСПУБЛИКИ ДАГЕСТАН
Creators: name: БОРИСОВА ЛЮДМИЛА АЛЕКСАНДРОВНА
name: АБИДОВ МАГОМЕД ХАБИБОВИЧ
Publisher: name: УЭПС: управление, экономика, политика, социология
Year: 2019
Subjects: СТРОИТЕЛЬСТВО
СТРОИТЕЛЬНАЯ ОТРАСЛЬ
ИНВЕСТИЦИИ
ДИНАМИКА
CONSTRUCTION
CONSTRUCTION INDUSTRY
INVESTMENT
DYNAMICS

description: В статье проведен анализ состояния строительной отрасли Республики Дагестан, выявлены основные проблемы развития строительной отрасли региона, и предложены меры, направленные на решение данных проблем
Additional file 1: of MicroRNA-506 inhibits tumor growth and metastasis in nasopharyngeal carcinoma through the inactivation of the Wnt/Î˛-catenin signaling pathway by down-regulating LHX2
Creators: name: Liang, Tian-Song
name: Zheng, Ying-Juan
name: Wang, Juan
name: Zhao, Jing-Yi
name: Yang, Dao-Ke
name: Liu, Zhang-Suo
Publisher: name: figshare
Year: 2019
Subjects: subject: Biochemistry
subject: Microbiology
subject: FOS: Biological sciences
subject: Cell Biology
subject: Genetics
subject: Molecular Biology
subject: Pharmacology
subject: Developmental Biology
subject: Cancer

description: Table S1. The STR profiling of CNE1 cell line and CNE2, 5-8F, HONE-1 and 6-10B cell lines. (DOCX 16 kb)
Organic Polymer Hosts for Triplet-Triplet Annihilation Upconversion Systems.
Creators: name: Bennison, Michael J
name: Collins, Abigail R
name: Zhang, Bolong
name: Evans, Rachel C
Publisher: name: Apollo - University of Cambridge Repository
Year: 2021

description: Triplet-triplet annihilation upconversion (TTA-UC) is a process by which a lower energy photon can be upconverted to a higher energy state. The incorporation of TTA-UC materials into solid-state hosts has enabled advances in solar energy and many other applications. The choice of host system is, however, far from trivial and often calls for a careful compromise between characteristics such as high molecular mobility, low oxygen diffusion, and high material stability, factors that often contradict one another. Here, we evaluate these challenges in the context of the state-of-the-art of primarily polymer hosts and the advantages they hold in terms of material selection and tunability of their diffusion or mechanical or thermal properties. We encourage more collaborative research between polymer scientists and photophysicists in order to further optimize the current systems and outline our thoughts for the future direction of the field.
Real-time Cyberattack Detection with Collaborative Learning for Blockchain Networks
Creators: name: Khoa, Tran Viet
name: Son, Do Hai
name: Hoang, Dinh Thai
name: Trung, Nguyen Linh
name: Quynh, Tran Thi Thuy
name: Nguyen, Diep N.
name: Ha, Nguyen Viet
name: Dutkiewicz, Eryk
Publisher: name: arXiv
Year: 2024
Subjects: subject: Cryptography and Security (cs.CR)
subject: FOS: Computer and information sciences

description: With the ever-increasing popularity of blockchain applications, securing blockchain networks plays a critical role in these cyber systems. In this paper, we first study cyberattacks (e.g., flooding of transactions, brute pass) in blockchain networks and then propose an efficient collaborative cyberattack detection model to protect blockchain networks. Specifically, we deploy a blockchain network in our laboratory to build a new dataset including both normal and attack traffic data. The main aim of this dataset is to generate actual attack data from different nodes in the blockchain network that can be used to train and test blockchain attack detection models. We then propose a real-time collaborative learning model that enables nodes in the network to share learning knowledge without disclosing their private data, thereby significantly enhancing system performance for the whole network. The extensive simulation and real-time experimental results show that our proposed detection model can detect attacks in the blockchain network with an accuracy of up to 97%.
ПРОБЛЕМЫ И ПЕРСПЕКТИВЫ РАЗВИТИЯ ТУРИЗМА В РЕСПУБЛИКЕ ДАГЕСТАН
Creators: name: АБИДОВ МАГОМЕД ХАБИБОВИЧ
name: ИСМАИЛОВА ФАТИМА НУРУДИНОВНА
name: БОРИСОВА ЛЮДМИЛА АЛЕКСАНДРОВНА
Publisher: name: УЭПС: управление, экономика, политика, социология
Year: 2019
Subjects: ТУРИЗМ
ТУРИСТКСКО-РЕКРЕАЦИОННЫЙ КОМПЛЕКС
ТУРИСТИЧЕСКАЯ ОТРАСЛЬ
ИНФРАСТРУКТУРА ТУРИСТСКОГО РЫНКА
TOURISM
TOURIST-RECREATIONAL COMPLEX
TOURIST INDUSTRY
INFRASTRUCTURE OF THE TOURIST MARKET

description: Республика Дагестан располагает богатым природно-климатическим и историческим потенциалом, эффективное использование которого способно придать новый импульс развитию республики. Главной задачей на сегодняшний день является создание и развитие новой инфраструктуры объектов туризма и отдыха, что позволит в перспективе превратить туризм в высокодоходную отрасль дагестанской экономики. В статье определены основные проблемы и сформулированы перспективы развития сферы туризма в Дагестане.
Linear gyrokinetic investigation of the geodesic acoustic modes in realistic tokamak configurations
Creators: name: Novikau, I.
name: Biancalani, A.
name: Bottino, A.
name: Conway, G. D.
name: Gürcan, Ö. D.
name: Manz, P.
name: Morel, P.
name: Poli, E.
name: Di Siena, A.
name: Team, the ASDEX Upgrade
Publisher: name: arXiv
Year: 2017
Subjects: subject: Plasma Physics (physics.plasm-ph)
subject: FOS: Physical sciences

description: Geodesic acoustic modes (GAMs) are studied by means of the gyrokinetic global particle-in-cell code ORB5. Linear electromagnetic simulations in the low electron beta limit have been performed, in order to separate acoustic and Alfvénic time scales and obtain more accurate measurements. The dependence of the frequency and damping rate on several parameters such as the safety factor, the GAM radial wavenumber and the plasma elongation is studied. All simulations have been performed with kinetic electrons with realistic electron/ion mass ratio. Interpolating formulae for the GAM frequency and damping rate, based on the results of the gyrokinetic simulations, have been derived. Using these expressions, the influence of the temperature gradient on the damping rate is also investigated. Finally, the results are applied to the study of a real discharge of the ASDEX Upgrade tokamak.
title: Story of Ayu et Filae
title: Fwâhuuk nai Ayu ma Filae
titleType: AlternativeTitle
Creators: name: Bril, Isabelle
Publisher: name: COCOON - https://cocoon.huma-num.fr (Huma-Num - CNRS)
publisherIdentifier: https://ror.org/04ces3204
publisherIdentifierScheme: ROR
Year: 2014
Subjects: subject: Nêlêmwa
subject: nee

description: Conforms to: doi:10.34847/cocoon.49aefa90-8c1f-3ba8-a099-0ebefc6a2aa7
description: Histoire de deux personnages Ayu et Filae.
ПРОБЛЕМЫ ГОРНО-КУТАННОЙ СОЦИАЛЬНО-ЭКОНОМИЧЕСКОЙ СИСТЕМЫ РЕСПУБЛИКИ ДАГЕСТАН
Creators: name: МУДУЕВ ШАХМАРДАН СИТТИКОВИЧ
Publisher: name: УЭПС: управление, экономика, политика, социология
Year: 2019
Subjects: РЕСПУБЛИКА ДАГЕСТАН
ГОРНЫЕ ТЕРРИТОРИИ
ЗЕМЛЯ
РЕСУРСЫ
ПРОБЛЕМЫ
КУТАНЫ
РАВНИНА
РАЙОНЫ
ГОРОДА
ЭКОНОМИКА
REPUBLIC OF DAGESTAN
MOUNTAIN TERRITORIES
LAND
RESOURCES
PROBLEMS
KUTANS
PLAIN
DISTRICTS
CITIES
ECONOMY
RESOURCE

description: В статье рассмотрены современные проблемы сельских территорий Республики Дагестан, изучена ситуация с хозяйственно-экономическим состоянием горных и равнинных хозяйствующих систем, проведен сравнительный анализ процессов, происходящих в землепользовании. По итогам исследования сгруппирован комплекс проблем горно-кутанного взаимодействия, выявлены взаимосвязи горных и равнинных хозяйств и их влияние на изменения в расселении, структуре населения и развитии территорий. Раскрыты причинно-следственные связи отторжения кутанных хозяйств от горных и деградации их экономик. Подтверждены выводы о том, что проблемы с расселением и социально-экономические явления взаимозависимы и взаимосвязаны, они интересны и полезны при одновременном их рассмотрении
Developing an Instrument to Estimate Risk of Funding-Related Bias in Gambling Research
Creators: name: Ludvig, Elliot
name: Roberts, Amanda
name: Young, Matthew M.
name: Tunney, Richard
name: Stark, Sasha
name: Sharman, Steve
name: Rogers, Jim
name: Dymond, Simon
name: Carling Baxter
Publisher: name: OSF Registries
Year: 2023
Subjects: subject: Substance Abuse and Addiction
subject: Public Health Education and Promotion
subject: Public Health
subject: Medicine and Health Sciences
subject: Life Sciences
subject: Mental and Social Health
subject: Research Methods in Life Sciences

description: This registration describes a protocol to develop an instrument to estimate risk of funding-related bias in gambling research
X-ray Emission of Mkn 421: New Clues From Its Spectral Evolution. II. Spectral Analysis and Physical Constraints
Creators: name: Fossati, G.
name: Celotti, A.
name: Chiaberge, M.
name: Zhang, Y. H.
name: Chiappetti, L.
name: Ghisellini, G.
name: Maraschi, L.
name: Tavecchio, F.
name: Pian, E.
name: Treves, A.
Publisher: name: arXiv
Year: 2000
Subjects: subject: Astrophysics (astro-ph)
subject: FOS: Physical sciences

description: Mkn 421 was repeatedly observed with BeppoSAX in 1997-1998. The source showed a very rich phenomenology, with remarkable spectral variability. This is the second of two papers presenting the results of a thorough temporal and spectral analysis of all the data available to us, focusing in particular on the flare of April 1998, which was simultaneously observed also at TeV energies. The spectral analysis and correlations are presented in this paper, while the data reduction and timing analysis are the content of the companion paper. The spectral evolution during the flare has been followed over few ks intervals, allowing us to detect for the first time the peak of the synchrotron component shifting to higher energies during the rising phase, and then receding. This spectral analysis nicely confirms the delay of the flare at the higher energies, which in Paper I we quantified as a hard lag of a few ks. Furthermore, at the highest energies, evidence is found of variations of the inverse Compton component. The spectral and temporal information obtained challenge the simplest models currently adopted for the (synchrotron) emission and most importantly provide clues on the particle acceleration process. A scenario accounting for all the observational constraints is discussed, where electrons are injected at progressively higher energies during the development of the flare, and the achromatic decay is ascribed to the source light crossing time exceeding the particle cooling timescales.
description: Accepted for publication in The Astrophysical Journal. 14 pages, LaTeX using emulateapj, onecolfloat and apsfonts, 9 PostScript figures, 6 Tables
Enantioselective Intermolecular C-H Amination Directed by a Chiral Cation.
Creators: name: Fanourakis, Alexander
name: Williams, Benjamin D
name: Paterson, Kieran J
name: Phipps, Robert J
Publisher: name: Apollo - University of Cambridge Repository
Year: 2021

description: The enantioselective amination of C(sp3)-H bonds is a powerful synthetic transformation yet highly challenging to achieve in an intermolecular sense. We have developed a family of anionic variants of the best-in-class catalyst for Rh-catalyzed C-H amination, Rh2(esp)2, with which we have associated chiral cations derived from quaternized cinchona alkaloids. These ion-paired catalysts enable high levels of enantioselectivity to be achieved in the benzylic C-H amination of substrates bearing pendant hydroxyl groups. Additionally, the quinoline of the chiral cation appears to engage in axial ligation to the rhodium complex, providing improved yields of product versus Rh2(esp)2 and highlighting the dual role that the cation is playing. These results underline the potential of using chiral cations to control enantioselectivity in challenging transition-metal-catalyzed transformations.
Additional file 1: of Effectiveness-implementation of COPD case finding and self-management action plans in low- and middle-income countries: global excellence in COPD outcomes (GECo) study protocol
Creators: name: Siddharthan, Trishul
name: Pollard, Suzanne
name: Quaderi, Shumonta
name: Mirelman, Andrew
name: Cรกrdenas, Maria
name: Kirenga, Bruce
name: Rykiel, Natalie
name: Miranda, J
name: Shrestha, Laxman
name: Chandyo, Ram
name: Cattamanchi, Adithya
name: Michie, Susan
name: Barber, Julie
name: Checkley, William
name: Hurst, John
Publisher: name: figshare
Year: 2018
Subjects: subject: Medicine
subject: Sociology
subject: FOS: Sociology
subject: Science Policy

description: SPIRIT 2013 Checklist: Recommended items to address in a clinical trial protocol and related documents*. (DOC 254 kb)
The case of 'A Rhino Horn': case report and proposal for modification to the Hetsroni and Kelly classification.
Creators: name: Marín-Pena, Oliver
name: Ayeni, Olufemi R
name: Tey-Pons, Marc
name: Mas-Martinez, Jesús
name: Dantas, Pedro
name: Khanduja, Vikas
Publisher: name: Apollo - University of Cambridge Repository
Year: 2021

description: Subspine impingement syndrome by definition involves a prominent antero-inferior iliac spine (AIIS) which can lead to impingement on the femoral neck thereby causing symptoms. We present the case of a 22-year-old semi-professional athlete who presented with a Type III AIIS morphology leading to subspine impingement syndrome and was managed via a mini open anterior approach. Radiological examination revealed a fairly prominent left AIIS resembling the 'horn of a rhino' extending to the trochanteric region anteriorly. A mini-anterior surgical approach was utilized for the resection of the 'rhino horn' and the rectus femoris was reattached. The patient remained asymptomatic at the one-year follow-up and had resumed weightlifting. Following this case, we propose a new classification of the type III AIIS morphology in view of the clinical presentation. The AIIS type III-Standard represents an extension from the acetabular rim to less than 1 cm (type III-S) and type III-Large, with an extension from the acetabular rim beyond 1 cm (type III-L). The type III-L will further be divided into two groups based on its relation to the ilium, type III-Lr ('rib shape') and type III-Lrh ('rhino horn').
ФАКТОРЫ И ПОСЛЕДСТВИЯ МЕЖДУНАРОДНОЙ МИГРАЦИИ НАСЕЛЕНИЯ
Creators: name: АБДУЛМАНАПОВ ПИРМАГОМЕД ГАБИБУЛЛАЕВИЧ
Publisher: name: УЭПС: управление, экономика, политика, социология
Year: 2019
Subjects: МЕЖДУНАРОДНАЯ МИГРАЦИЯ
ПОСЛЕДСТВИЯ МИГРАЦИИ
ФАКТОРЫ МИГРАЦИИ
ТРУДОВЫЕ МИГРАНТЫ
INTERNATIONAL MIGRATION
CONSEQUENCES OF MIGRATION
FACTORS OF MIGRATION
LABOR MIGRANTS

description: В статье рассматриваются основные факторы, участвующие при формировании миграционных процессов. Делается вывод, что экономические факторы являются определяющими при принятии решения о переезде на новое место жительства в другую страну. Раскрываются последствия от международной миграции, как для самых мигрантов, так и для стран участниц, которые могут носить положительный или отрицательный характер
Green operators for low regularity spacetimes
Creators: name: Sanchez, Yafet Sanchez
name: Vickers, James
Publisher: name: arXiv
Year: 2017
Subjects: subject: General Relativity and Quantum Cosmology (gr-qc)
subject: FOS: Physical sciences

description: In this paper we define and construct advanced and retarded Green operators for the wave operator on spacetimes with low regularity. In order to do so we require that the spacetime satisfies the condition of generalised hyperbolicity which is equivalent to well- posedness of the classical inhomogeneous problem with zero initial data where weak solutions are properly supported. Moreover, we provide an explicit formula for the kernel of the Green operators in terms of an arbitrary eigenbasis of H 1 and a suitable Green matrix that solves a system of second order ODEs.
Loose Hamilton Cycles in Random 3-Uniform Hypergraphs
Creators: name: Frieze, Alan
Publisher: name: Carnegie Mellon University
Year: 2010
Subjects: subject: 19999 Mathematical Sciences not elsewhere classified
subject: FOS: Mathematics

description: In the random hypergraph H = Hn,p;3 each possible triple appears independently with probability p. A loose Hamilton cycle can be described as a sequence of edges {xi , yi , xi+1} for i = 1, 2, . . . , n/2 where x1, x2, . . . , xn/2 , y1, y2, . . . , yn/2 are all distinct. We prove that there exists an absolute constant K > 0 such that if p ≥ K log n n2 then limn→∞ 4|n Pr(Hn,p;3 contains a loose Hamilton cycle) = 1.
Cost-effectiveness of specialist eating disorders services for children and adolescents with anorexia nervosa: a national surveillance study.
Creators: name: Byford, Sarah
name: Petkova, Hristina
name: Barrett, Barbara
name: Ford, Tamsin
name: Nicholls, Dasha
name: Simic, Mima
name: Gowers, Simon
name: Macdonald, Geraldine
name: Stuart, Ruth
name: Livingstone, Nuala
name: Kelly, Grace
name: Kelly, Jonathan
name: Joshi, Kandarp
name: Smith, Helen
name: Eisler, Ivan
Publisher: name: Apollo - University of Cambridge Repository
Year: 2021
Subjects: Anorexia Nervosa
Cost-effectiveness Analysis
Child And Adolescent Mental Health Services
Specialist Eating Disorders Services

description: BackgroundEvidence suggests specialist eating disorders services for children and adolescents with anorexia nervosa have the potential to improve outcomes and reduce costs through reduced hospital admissions. This study aimed to evaluate the cost-effectiveness of assessment and diagnosis in community-based specialist child and adolescent mental health services (CAMHS) compared to generic CAMHS for children and adolescents with anorexia nervosa.MethodObservational, surveillance study of children and adolescents aged 8 to 17, in contact with community-based CAMHS in the UK or Republic of Ireland for a first episode of anorexia nervosa. Data were reported by clinicians at baseline, 6 and 12-months follow-up. Outcomes included the Children's Global Assessment Scale (CGAS) and percentage of median expected body mass for age and sex (%mBMI). Service use data included paediatric and psychiatric inpatient admissions, outpatient and day-patient attendances. A joint distribution of incremental mean costs and effects for each group was generated using bootstrapping to explore the probability that each service is the optimal choice, subject to a range of values a decision-maker might be willing to pay for outcome improvements. Uncertainty was explored using cost-effectiveness acceptability curves.ResultsTwo hundred ninety-eight children and adolescents met inclusion criteria. At 12-month follow-up, there were no significant differences in total costs or outcomes between specialist eating disorders services and generic CAMHS. However, adjustment for pre-specified baseline covariates resulted in observed differences favouring specialist services, due to significantly poorer clinical status of the specialist group at baseline. Cost-effectiveness analysis using CGAS suggests that the probability of assessment in a specialist service being cost-effective compared to generic CAMHS ranges from 90 to 50%, dependent on willingness to pay for improvements in outcome.ConclusionsAssessment in a specialist eating disorders service for children and adolescents with anorexia nervosa may have a higher probability of being cost-effective than assessment in generic CAMHS.Trial registrationISRCTN12676087 . Date of registration 07/01/2014.
title: The story of some ancestors from Thiic
title: Fwâhuuk nai hlaabai hula Thiic
titleType: AlternativeTitle
Creators: name: Bril, Isabelle
Publisher: name: COCOON - https://cocoon.huma-num.fr (Huma-Num - CNRS)
publisherIdentifier: https://ror.org/04ces3204
publisherIdentifierScheme: ROR
Year: 2014
Subjects: subject: Nêlêmwa
subject: nee

description: Conforms to: doi:10.34847/cocoon.49aefa90-8c1f-3ba8-a099-0ebefc6a2aa7
description: This is the story of a visit to the country of the dead.
НЕКОТОРЫЕ АСПЕКТЫ ПРОБЛЕМЫ АМОРТИЗАЦИИ ОСНОВНЫХ ФОНДОВ В УСЛОВИЯХ ЦИФРОВОЙ ЭКОНОМИКИ
Creators: name: МАММАЕВ РУСЛАН АБАКАРОВИЧ
Publisher: name: УЭПС: управление, экономика, политика, социология
Year: 2019
Subjects: МОРТИЗАЦИЯ ОСНОВНЫХ ФОНДОВ
ЦИФРОВАЯ ЭКОНОМИКА
DEPRECIATION OF FIXED ASSETS
DIGITAL ECONOMY

description: В статье рассматриваются теоретические аспекты амортизации основных фондов в условиях цифровой экономики. Рассматривается связь проблем исчисления сумм амортизационных отчислений с инновационной активностью современных предприятий
Additional file 2 of Sustainability of healthcare professionals’ adherence to clinical practice guidelines in primary care
Creators: name: Liu, Xian-Liang
name: Wang, Tao
name: Tan, Jing-Yu
name: Stewart, Simon
name: Chan, Raymond J.
name: Eliseeva, Sabina
name: Polotan, Mary Janice
name: Zhao, Isabella
Publisher: name: figshare
Year: 2022
Subjects: subject: Medicine
subject: Pharmacology
subject: Biotechnology
subject: Sociology
subject: FOS: Sociology
subject: Cancer
subject: Science Policy
subject: Virology

description: Additional file 2. Searching Strategies.
НАЛОГООБЛОЖЕНИЕ ДОХОДОВ ФИЗИЧЕСКИХ ЛИЦ КАК ИНСТРУМЕНТ СГЛАЖИВАНИЯ ПРОСТРАНСТВЕННОЙ ПОЛЯРИЗАЦИИ
Creators: name: СЕФЕРОВА ЗАРИНА АГАБАЛАЕВНА
name: АБДУЛАЕВ МАГОМЕД АЛИБЕГАДЖИЕВИЧ
Publisher: name: УЭПС: управление, экономика, политика, социология
Year: 2019
Subjects: ГОСУДАРСТВЕННЫЙ БЮДЖЕТ
ФИНАНСОВАЯ СИСТЕМА
ДЕНЕЖНЫЕ СРЕДСТВА ГРАЖДАН
ФИЗИЧЕСКИЕ ЛИЦА
НЕОБЛАГАЕМЫЙ МИНИМУМ ОПЛАТЫ ТРУДА
ПРОЖИТОЧНЫЙ МИНИМУМ
СРЕДНЕДУШЕВОЙ ДЕНЕЖНЫЙ ДОХОД
НАЛОГ НА ДОХОДЫ ФИЗИЧЕСКИХ ЛИЦ
НАЛОГОВАЯ СТАВКА
СПЕЦИАЛЬНЫЙ РЕЖИМ НАЛОГООБЛОЖЕНИЯ
STATE BUDGET
FINANCIAL SYSTEM
CITIZENS'' MONEY
INDIVIDUALS
NON-TAXABLE MINIMUM WAGE
SUBSISTENCE MINIMUM
AVERAGE PER CAPITA CASH INCOME
PERSONAL INCOME TAX
TAX RATE
SPECIAL TAX REGIME

description: Ставка налога на доходы физических лиц в размере 13%, установленная в нашей стране, является социально несправедливой применительно к малообеспеченным гражданам страны. В связи с этим возникает необходимость либо освобождения от налога дохода гражданина, равного прожиточному минимуму, либо применения специального режима налогообложения, основанного на коэффициентах, которые снижают уровень налогообложения
Finite Temperature Many-Body Theory with the Lipkin Model
Creators: name: Tzeng, S. Y. Tsay
name: Ellis, P. J.
name: Kuo, T. T. S.
name: Osnes, E.
Publisher: name: arXiv
Year: 1993
Subjects: subject: Nuclear Theory (nucl-th)
subject: FOS: Physical sciences

description: We have compared exact numerical results for the Lipkin model at finite temperature with Hartree-Fock theory and with the results of including in addition the ring diagrams. In the simplest version of the Lipkin model the Hartree-Fock approach shows a ``phase transition" which is absent in the exact results. For more realistic cases, Hartree-Fock provides a very good approximation and a modest improvement is obtained by adding the ring diagrams.
description: 17 pages, NUC-MINN-93/16-T (4 figures obtainable by fax from the authors)
Anhedonia in Semantic Dementia—Exploring Right Hemispheric Contributions to the Loss of Pleasure
Creators: name: Shaw, Siobhán R.
name: El-Omar, Hashim
name: Ramanan, Siddharth
name: Piguet, Olivier
name: Ahmed, Rebekah M.
name: Whitton, Alexis E.
name: Irish, Muireann
Publisher: name: Apollo - University of Cambridge Repository
Year: 2021
Subjects: motivation
depression
frontotemporal dementia
Alzheimer’s disease
neuroimaging
striatum

description: Semantic dementia (SD) is a younger-onset neurodegenerative disease characterised by progressive deterioration of the semantic knowledge base in the context of predominantly left-lateralised anterior temporal lobe (ATL) atrophy. Mounting evidence indicates the emergence of florid socioemotional changes in SD as atrophy encroaches into right temporal regions. How lateralisation of temporal lobe pathology impacts the hedonic experience in SD remains largely unknown yet has important implications for understanding socioemotional and functional impairments in this syndrome. Here, we explored how lateralisation of temporal lobe atrophy impacts anhedonia severity on the Snaith–Hamilton Pleasure Scale in 28 SD patients presenting with variable right- (SD-R) and left-predominant (SD-L) profiles of temporal lobe atrophy compared to that of 30 participants with Alzheimer’s disease and 30 healthy older Control participants. Relative to Controls, SD-R but not SD-L or Alzheimer’s patients showed clinically significant anhedonia, representing a clear departure from premorbid levels. Overall, anhedonia was more strongly associated with functional impairment on the Frontotemporal Dementia Functional Rating Scale and motivational changes on the Cambridge Behavioural Inventory in SD than in Alzheimer’s disease patients. Voxel-based morphometry analyses revealed that anhedonia severity correlated with reduced grey matter intensity in a restricted set of regions centred on right orbitofrontal and temporopolar cortices, bilateral posterior temporal cortices, as well as the anterior cingulate gyrus and parahippocampal gyrus, bilaterally. Finally, regression and mediation analysis indicated a unique role for right temporal lobe structures in modulating anhedonia in SD. Our findings suggest that degeneration of predominantly right-hemisphere structures deleteriously impacts the capacity to experience pleasure in SD. These findings offer important insights into hemispheric lateralisation of motivational disturbances in dementia and suggest that anhedonia may emerge at different timescales in the SD disease trajectory depending on the integrity of the right hemisphere.
ПОВЫШЕНИЕ НАЛОГА НА ДОБАВЛЕННУЮ СТОИМОСТЬ И ЕГО ПОСЛЕДСТВИЯ
Creators: name: СЕФЕРОВА ЗАРИНА АГАБАЛАЕВНА
name: АБДУЛАЕВ МАГОМЕД АЛИБЕГАДЖИЕВИЧ
Publisher: name: УЭПС: управление, экономика, политика, социология
Year: 2019
Subjects: НАЛОГ НА ДОБАВЛЕННУЮ СТОИМОСТЬ
НАЛОГОВАЯ НАГРУЗКА
НАЛОГОВЫЙ ВЫЧЕТ
ФЕДЕРАЛЬНЫЙ БЮДЖЕТ
НАЛОГОВЫЕ ДОХОДЫ
ПРОДАВЕЦ ТОВАРОВ
РАБОТ
УСЛУГ
ПОТРЕБИТЕЛЬ

description: Раскрыто понятие налога на добавленную стоимость, доказана актуальность существующей проблематики налога на добавленную стоимость, проанализированы проблемы, связанные с повышением основной ставки НДС на два процентных пункта
title: Story of Teâ Nadiin
Creators: name: Bril, Isabelle
Publisher: name: COCOON - https://cocoon.huma-num.fr (Huma-Num - CNRS)
publisherIdentifier: https://ror.org/04ces3204
publisherIdentifierScheme: ROR
Year: 2014
Subjects: subject: Nêlêmwa
subject: nee

description: Conforms to: doi:10.34847/cocoon.49aefa90-8c1f-3ba8-a099-0ebefc6a2aa7
description: Histoire de l'arrivée de Teâ Nadiin dans l'extrême nord de la Grande Terre.
An Implicit Discrete Unified Gas-Kinetic Scheme for Simulations of Steady Flow in All Flow Regimes
Creators: name: Pan, Dongxin
name: Zhong, Chengwen
name: Zhuo, Congshan
Publisher: name: arXiv
Year: 2017
Subjects: subject: Fluid Dynamics (physics.flu-dyn)
subject: FOS: Physical sciences
subject: G.1.8; J.2
subject: 76P05, 82B40

description: This paper presents an implicit method for the discrete unified gas-kinetic scheme (DUGKS) to speed up the simulations of the steady flows in all flow regimes. The DUGKS is a multi-scale scheme finite volume method (FVM) for all flow regimes because of its ability in recovering the Navier-Stokes solution in the continuum regime and the free transport mechanism in rarefied flow, which couples particle transport and collision in the flux evaluation at cell interfaces. In this paper the predicted iterations are constructed to update the macroscopic variables and the gas distribution functions in discrete microscopic velocity space. The lower-upper symmetric Gauss-Seidel (LU-SGS) factorization is applied to solve the implicit equations. The fast convergence of implicit discrete unified gas-kinetic scheme (IDUGKS) can be achieved through the adoption of a numerical time step with large CFL number. Some numerical test cases, including the Couette flow, the lid-driven cavity flows under different Knudsen number and the hypersonic flow in transition flow regime around a circular cylinder, have been performed to validate this proposed IDUGKS. The computational efficiency of the IDUGKS to simulate the steady flows in all flow regimes can be improved by one or two orders of magnitude in comparison with the explicit DUGKS.
description: 31 pages, 28 figures
The Curve of Compactified 6D Gauge Theories and Integrable Systems
Creators: name: Braden, Harry W.
name: Hollowood, Timothy J.
Publisher: name: arXiv
Year: 2003
Subjects: subject: High Energy Physics - Theory (hep-th)
subject: FOS: Physical sciences

description: We analyze the Seiberg-Witten curve of the six-dimensional N=(1,1) gauge theory compactified on a torus to four dimensions. The effective theory in four dimensions is a deformation of the N=2* theory. The curve is naturally holomorphically embedding in a slanted four-torus--actually an abelian surface--a set-up that is natural in Witten's M-theory construction of N=2 theories. We then show that the curve can be interpreted as the spectral curve of an integrable system which generalizes the N-body elliptic Calogero-Moser and Ruijsenaars-Schneider systems in that both the positions and momenta take values in compact spaces. It turns out that the resulting system is not simply doubly elliptic, rather the positions and momenta, as two-vectors, take values in the ambient abelian surface. We analyze the two-body system in some detail. The system we uncover provides a concrete realization of a Beauville-Mukai system based on an abelian surface rather than a K3 surface.
description: 22 pages, JHEP3, 4 figures, improved readility of figures, added references
Flexible Stellarator Physics Facility
Creators: name: Parra, F. I.
name: Baek, S. -G.
name: Churchill, M.
name: Demers, D. R.
name: Dudson, B.
name: Ferraro, N. M.
name: Geiger, B.
name: Gerhardt, S.
name: Hammond, K. C.
name: Hudson, S.
name: Jorge, R.
name: Kolemen, E.
name: Kriete, D. M.
name: Kumar, S. T. A.
name: Landreman, M.
name: Lowe, C.
name: Maurer, D. A.
name: Nespoli, F.
name: Pablant, N.
name: Pueschel, M. J.
name: Punjabi, A.
name: Schwartz, J. A.
name: Swanson, C. P. S.
name: Wright, A. M.
Publisher: name: arXiv
Year: 2024
Subjects: subject: Plasma Physics (physics.plasm-ph)
subject: FOS: Physical sciences

description: We propose to build a Flexible Stellarator Physics Facility to explore promising regions of the vast parameter space of disruption-free stellarator solutions for Fusion Pilot Plants (FPPs).
description: White paper submitted to FESAC subcommittee on Facilities, 8 pages
Looking for vertex number one
Creators: name: Frieze, Alan
name: Pegden, Wesley
Publisher: name: Carnegie Mellon University
Year: 2015
Subjects: subject: 19999 Mathematical Sciences not elsewhere classified
subject: FOS: Mathematics

description: Given an instance of the preferential attachment graph Gn = ([n], En), we would like to find vertex 1, using only ‘local’ information about the graph; that is, by exploring the neighborhoods of small sets of vertices. Borgs et. al gave a O(log4 n) algorithm, which is local in the sense that at each step, it needs only search the neighborhood of a set of vertices of size O(log4 n). We give a faster algorithm to find vertex 1, which is local in the strongest sense of operating only on neighborhoods of sets of size 1.
Quantum noise of electron-phonon heat current
Creators: name: Pekola, Jukka P.
name: Karimi, Bayan
Publisher: name: arXiv
Year: 2017
Subjects: subject: Mesoscale and Nanoscale Physics (cond-mat.mes-hall)
subject: FOS: Physical sciences

description: We analyze heat current fluctuations between electrons and phonons in a metal. In equilibrium we recover the standard result consistent with the fluctuation-dissipation theorem. Here we show that heat current noise at finite frequencies, remains non-vanishing down to zero temperature. We briefly discuss the impact of electron-phonon heat current fluctuations on calorimetry, in particular in the regime of single microwave-photon detection.
Additional file 1: of A rare case of an HIV-seronegative AIDS patient with Pneumocystis jirovecii pneumonia
Creators: name: Yan, Shuangquan
name: Huang, Jing
name: Zheng, Qiaofei
name: Zhu, Hongguo
name: Gao, Zhuolin
name: Feng, Jiaxi
name: Xu, Youzu
Publisher: name: figshare
Year: 2019
Subjects: subject: Space Science
subject: Medicine
subject: Sociology
subject: FOS: Sociology
subject: Immunology
subject: FOS: Clinical medicine
subject: Biological Sciences not elsewhere classified
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Virology

description: Plasma HIV load test reports: the results showed that the patientâ s viral load was 32,4000 cp/ml(19 December 2017) , and the retest result also showed a high load of 17,5000 cp/ml(29 December 2017). (PDF 435 kb)
title: Funeral Speech for a new-born
Creators: name: Bril, Isabelle
Publisher: name: COCOON - https://cocoon.huma-num.fr (Huma-Num - CNRS)
publisherIdentifier: https://ror.org/04ces3204
publisherIdentifierScheme: ROR
Year: 2014
Subjects: subject: Nêlêmwa
subject: nee

description: Conforms to: doi:10.34847/cocoon.49aefa90-8c1f-3ba8-a099-0ebefc6a2aa7
description: Discours de deuil prononcé lors des funérailles d'un nouveau-né par le pasteur Alek Porou.
Longest Common Subsequences in Sets of Words
Creators: name: Bukh, Boris
name: Ma, Jie
Publisher: name: Carnegie Mellon University
Year: 2014
Subjects: subject: 19999 Mathematical Sciences not elsewhere classified
subject: FOS: Mathematics

description: Given a set of t ≥ k + 2 words of length n over a k-letter alphabet, it is proved that there exists a common subsequence among two of them of length at least n/k + cn1−1/(t−k−2) for some c > 0 depending on k and t. This is sharp up to the value of c.
Wide Field Imaging of the Hubble Deep Field-South Region I: Quasar Candidates
Creators: name: Palunas, Povilas
name: Collins, Nicholas R.
name: Gardner, Jonathan P.
name: Hill, Robert S.
name: Malumuth, Eliot M.
name: Smette, Alain
name: Teplitz, Harry I.
name: Williger, Gerard M.
name: Woodgate, Bruce E.
Publisher: name: arXiv
Year: 2000
Subjects: subject: Astrophysics (astro-ph)
subject: FOS: Physical sciences

description: We present candidate quasars from a multi-color (uBVRI + narrow-band) imaging survey of 1/2 square degree around the Hubble Deep Field - South. We identify 154 candidate quasars with B < 23 using color selection, consistent with previously measured QSO number counts if we assume a 60% selection efficiency. The narrow-band filter (NB) was centered at 3958 A to detect Ly-alpha at the redshift of J2233-6033, the HDF-S QSO. We confirm the presence of Ly-alpha nebulosity extending ~12'' around the HDF-S QSO, reported by Bergeron et al. (1999). We detect 10 point-like objects in emission through the NB filter. Of these, 7 satisfy our QSO color selection criteria. One of emission-line objects is a B~20 radio-quiet quasar at z=1.56, 6.7' from the line of sight to the HDF-S QSO and ~12'' from the western edge of the WFPC2 deep field.
description: 13 pages and 6 figures, accepted for publication in ApJ
title: Story of Hiwiwi and Camadae
Creators: name: Bril, Isabelle
Publisher: name: COCOON - https://cocoon.huma-num.fr (Huma-Num - CNRS)
publisherIdentifier: https://ror.org/04ces3204
publisherIdentifierScheme: ROR
Year: 2014
Subjects: subject: Nêlêmwa
subject: nee

description: Conforms to: doi:10.34847/cocoon.49aefa90-8c1f-3ba8-a099-0ebefc6a2aa7
description: Histoire de Hiwiwi et Camadae.
Long paths in random Apollonian networks
Creators: name: Cooper, Colin
name: Frieze, Alan
Publisher: name: Carnegie Mellon University
Year: 2014
Subjects: subject: 19999 Mathematical Sciences not elsewhere classified
subject: FOS: Mathematics

description: We consider the length L(n) of the longest path in a randomly generated Apollonian Network (ApN) . We show that with high probability for any constant c < 2/3.
Statistical parametric maps for functional MRI experiments in R: The package fmri
Creators: name: Tabelow, Karsten
name: Polzehl, Jörg
Publisher: name: Weierstrass Institute
Year: 2010
Subjects: subject: functional magnetic resonance imaging
subject: structural adaptive smoothing
subject: structural adaptive segmentation
subject: random field theory
subject: multiscale testing
subject: 62P10
subject: 92C55
subject: 62G05
subject: 62G10

description: The package fmri is provided for analysis of single run functional Magnetic Resonance Imaging data. It implements structural adaptive smoothing methods with signal detection for adaptive noise reduction which avoids blurring of edges of activation areas. fmri provides fmri analysis from time series modeling to signal detection and publication-ready images.
Additional file 1: of Evaluating diagnostic strategies for early detection of cancer: the CanTest framework
Creators: name: Walter, Fiona
name: Thompson, Matthew
name: Wellwood, Ian
name: Abel, Gary
name: Hamilton, William
name: Johnson, Margaret
name: Lyratzopoulos, Georgios
name: Messenger, Michael
name: Neal, Richard
name: Rubin, Greg
name: Singh, Hardeep
name: Spencer, Anne
name: Sutton, Stephen
name: Vedsted, Peter
name: Emery, Jon
Publisher: name: figshare
Year: 2019
Subjects: subject: Space Science
subject: Medicine
subject: Molecular Biology
subject: Environmental Sciences not elsewhere classified
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Developmental Biology
subject: Science Policy
subject: Computational Biology

description: Table S1. Included Frameworks. (DOCX 35 kb)
Beyond the diffusion tensor model: The package dti
Creators: name: Polzehl, Jörg
name: Tabelow, Karsten
Publisher: name: Weierstrass Institute
Year: 2010
Subjects: subject: diffusion weighted imaging
subject: high angular resolution
subject: orientation distribution function
subject: Q-ball imaging
subject: angular central Gaussian distribution
subject: tensor mixture model
subject: order selection
subject: 62P10
subject: 92C55
subject: 62H11
subject: 62H35
subject: 62G05

description: Diffusion weighted imaging is a magnetic resonance based method to investigate tissue micro-structure especially in the human brain via water diffusion. Since the standard diffusion tensor model for the acquired data failes in large portion of the brain voxel more sophisticated models have bee developed. Here, we report on the package dti and how some of these models can be used with the package.
Additional file 2: of A rare case of an HIV-seronegative AIDS patient with Pneumocystis jirovecii pneumonia
Creators: name: Yan, Shuangquan
name: Huang, Jing
name: Zheng, Qiaofei
name: Zhu, Hongguo
name: Gao, Zhuolin
name: Feng, Jiaxi
name: Xu, Youzu
Publisher: name: figshare
Year: 2019
Subjects: subject: Medicine
subject: Sociology
subject: FOS: Sociology
subject: Cancer
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Virology
subject: Computational Biology

description: HIV antibody test report: HIV antibody detected by western blotting(instruments: biological safety cabinet, haier company; automatic western blotting instrument, beetblot 48). Compared with the control group, HIV antibody could not be detected in all three groups. (PDF 309 kb)
title: The people from Tia
title: Les habitants de Tia
titleType: AlternativeTitle
title: Agu na Tia
titleType: AlternativeTitle
Creators: name: Bril, Isabelle
Publisher: name: COCOON - https://cocoon.huma-num.fr (Huma-Num - CNRS)
publisherIdentifier: https://ror.org/04ces3204
publisherIdentifierScheme: ROR
Year: 2014
Subjects: subject: Nêlêmwa
subject: nee

description: Conforms to: doi:10.34847/cocoon.49aefa90-8c1f-3ba8-a099-0ebefc6a2aa7
description: Description de l'entrée du pays de morts.
An Effective Lagrangian with Broken Scale and Chiral Symmetry Applied to Nuclear Matter and Finite Nuclei
Creators: name: Heide, E. K.
name: Rudaz, S.
name: Ellis, P. J.
Publisher: name: arXiv
Year: 1993
Subjects: subject: Nuclear Theory (nucl-th)
subject: FOS: Physical sciences

description: We study nuclear matter and finite nuclei with a chiral Lagrangian which generalizes the linear $σ$ model and also accounts for the QCD trace anomaly by means of terms which involve the $σ$ and $\vmgπ$ fields as well as the glueball field $ϕ$. The form of the scale invariant term leading to an omega meson mass, after symmetry breaking, could involve coupling to $ϕ^2$ or $σ^2$ or some linear combination thereof. In fact an $ω_μω^μϕ^2$ form is strongly favored by the bulk properties of nuclei, which also rather strongly constrain the other parameters. A reasonable description of the closed shell nuclei oxygen, calcium and lead can be achieved, although the spin-orbit splittings are somewhat smaller than the experimental values.
description: 25 pages, NUC-MINN-93/21-T (7 figures in postscript obtainable from authors)
A VLT/FORS2 view at $z\sim6$: Lyman-$α$ emitter fraction and galaxy physical properties at the edge of the epoch of cosmic reionization
Creators: name: De Barros, S.
name: Pentericci, L.
name: Vanzella, E.
name: Castellano, M.
name: Fontana, A.
name: Grazian, A.
name: Conselice, C. J.
name: Yan, H.
name: Koekemoer, A.
name: Cristiani, S.
name: Dickinson, M.
name: Finkelstein, S. L.
name: Maiolino, R.
Publisher: name: arXiv
Year: 2017
Subjects: subject: Astrophysics of Galaxies (astro-ph.GA)
subject: FOS: Physical sciences

description: The fraction of Lyman-$α$ emitters among the galaxy population has been found to increase from $z\sim0$ to $z\sim6$ and drop dramatically at $z>6$. This drop has been interpreted as an effect of an increasingly neutral intergalactic medium with increasing redshift, while a LyC escape fraction evolving with redshift. We report the result of a large VLT/FORS2 program aiming to confirm spectroscopically a large galaxy sample at $z\geq6$ that has been selected in several independent fields through the Lyman Break technique. Combining those data with archival data, we create a large and homogeneous sample of $z\sim6$ galaxies ($N=127$), complete in terms of Ly$α$ detection at $>95\%$ for EW(Ly$α)\geq25Å$. We use this sample to derive a new measurement of the LAE fraction at $z\sim6$ and derive the physical properties of these galaxies through spectral energy distribution fitting. We find a median LAE fraction at $z\sim6$ lower than in previous studies. The main difference between LAEs and non-LAEs is that the latter are significantly dustier. Using predictions of our SED fitting code accounting for nebular emission, we find an effective Ly$α$ escape fraction $f^{eff}_{esc}(Lyα)=0.23^{+0.36}_{-0.17}$ remarkably consistent with the value derived by comparing UV luminosity function with Ly$α$ luminosity function. We conclude that the drop in the LAE fraction from $z\sim6$ to $z>6$ is less dramatic than previously found and the effect of an increasing IGM neutral fraction is possibly observed at $5
description: 13 pages, 13 figures, accepted for publication in A&A