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NetBone: A Python Package for Extracting Backbones of Weighted Networks
2023
NetBone is a new open-source Python package designed to simplify analyzing complex networks. With a wide range of techniques available, Net-Bone allows researchers to extract the backbone of a network while preserving its essential structure. The package includes nine structural methods and five statistical techniques, offering users a comprehensive solution to network analysis. It is user-friendly and straightforward to use, with easy installation. The package accepts different types of inputs, including data frames or Networkx graphs, and provides evaluation measures for comparative purposes. Additionally, NetBone offers an option to generate plots. Its versatility makes it a valuable too…
Neuroestimulación medular. Análisis de las indicaciones diagnósticas
2020
espanolRESUMEN Introduccion: La neuroestimulacion medular (NM) es una forma de tratamiento del dolor cronico que ha demostrado su efectividad en pacientes que han respondido mal a otras terapias. Las indicaciones actuales para los dispositivos de NM son muy variadas. El objetivo de nuestro estudio es analizar las indicaciones diagnosticas de la terapia con NM durante los ultimos 5 anos en nuestro hospital, conocer cuales son las causas de dolor mas frecuentes para la indicacion del implante del dispositivo y que porcentaje de mejoria presentan los pacientes, asi como estudiar la relacion con el genero y la edad. Material y metodos: Se trata de un estudio observacional, descriptivo y retrosp…
The IceCube realtime alert system
2016
Following the detection of high-energy astrophysical neutrinos in 2013, their origin is still unknown. Aiming for the identification of an electromagnetic counterpart of a rapidly fading source, we have implemented a realtime analysis framework for the IceCube neutrino observatory. Several analyses selecting neutrinos of astrophysical origin are now operating in realtime at the detector site in Antarctica and are producing alerts to the community to enable rapid follow-up observations. The goal of these observations is to locate the astrophysical objects responsible for these neutrino signals. This paper highlights the infrastructure in place both at the South Pole detector site and at IceC…
Searching for long-lived particles beyond the Standard Model at the Large Hadron Collider
2020
Particles beyond the Standard Model (SM) can generically have lifetimes that are long compared to SM particles at the weak scale. When produced at experiments such as the Large Hadron Collider (LHC) at CERN, these longlived particles (LLPs) can decay far from the interaction vertex of the primary proton–proton collision. Such LLP signatures are distinct from those of promptly decaying particles that are targeted by the majority of searches for new physics at the LHC, often requiring customized techniques to identify, for example, significantly displaced decay vertices, tracks with atypical properties, and short track segments. Given their non-standard nature, a comprehensive overview of LLP…
Prädiktoren der Lebensqualität nach orthopädischer Behandlung lumbaler "bandscheibenbedingter" Rückenschmerzen/ Predictors of quality of life after o…
2003
Zusammenssung Fragestellung: Untersuchung der pradiktiven Bedeutung organpathologischer, psychischer und psychosozialer Parameter fur die Lebensqualitat bei Katamnese von Patienten mit lumbalen "bandscheibenbedingten" Beschwerden. Methode: In dieser prospektiven Studie wurden 109 Patienten mit lumbaler "bandscheibenbedingter" Schmerzsymptomatik vor und ein Jahr nach stationarer orthopadischer Behandlung hinsichtlich ihrer Lebensqualitat und psychischen Belastung untersucht. Der Behandlungserfolg wurde mit Hilfe der deutschen Version des Short Form Health Survey (SF-36), die psychische Belastung mit Hilfe der Symptom-Checkliste 90 (SCL-90-R) und die Krankheitsbewaltigung mit Hilfe des Freibu…
A machine learning approach to determine airport asphalt concrete layer moduli using heavy weight deflectometer data
2021
An integrated approach based on machine learning and data augmentation techniques has been developed in order to predict the stiffness modulus of the asphalt concrete layer of an airport runway, from data acquired with a heavy weight deflectometer (HWD). The predictive model relies on a shallow neural network (SNN) trained with the results of a backcalculation, by means of a data augmentation method and can produce estimations of the stiffness modulus even at runway points not yet sampled. The Bayesian regularization algorithm was used for training of the feedforward backpropagation SNN, and a k-fold cross-validation procedure was implemented for a fair performance evaluation. The testing p…
Single-crystal I h ice surfaces unveil connection between macroscopic and molecular structure
2017
Physics and chemistry of ice surfaces are not only of fundamental interest but also have important impacts on biological and environmental processes. As ice surfaces—particularly the two prism faces—come under greater scrutiny, it is increasingly important to connect the macroscopic faces with the molecular-level structure. The microscopic structure of the ubiquitous ice Ih crystal is well-known. It consists of stacked layers of chair-form hexagonal rings referred to as molecular hexagons. Crystallographic unit cells can be assembled into a regular right hexagonal prism. The bases are labeled crystallographic hexagons. The two hexagons are rotated 30° with respect to each other. The linkage…
Revisit of RTS/CTS Exchange in High-Speed IEEE 802.11 Networks
2005
IEEE 802.11 medium access control (MAC), called distributed coordination function (DCF), provides two different access modes, namely, 2-way (basic access) and 4-way (RTS/CTS) handshaking. The 4-way handshaking has been introduced in order to combat the hidden terminal phenomenon. It has been also proved that such a mechanism can be beneficial even in the absence of hidden terminals, because of the collision time reduction. We analyze the effectiveness of the RTS/CTS access mode, in current 802.11b and 802.11a networks. Since the rates employed for control frame transmissions can be much lower than the rate employed for data frames, the assumption on the basis of the 4-way handshaking introd…
Is there a need for a new cultural policy strategy in the Nordic welfare state?
1996
Cultural policies have existed as a structural element of the Nordic welfare states from the very beginning. Today these policies are being re‐evaluated, and there are some indications that they may be gradually dismantled. Local cultural politicians in municipalities (cultural boards) and professionals (e.g. cultural secretaries) have become uncertain and anxious about their future role and legitimacy. This new situation is addressed and analysed by using the ideas of Goffman's on‐and off‐stage representations, and Foucault's governmentality. Important background factors in the development of cultural policies both in the past, present and future are identified and used to explain the pres…
A survey of active galaxies at TeV photon energies with the HAWC gamma-ray observatory
2020
The High Altitude Water Cherenkov Gamma-Ray Observatory (HAWC) continuously detects TeV photons and particles within its large field-of-view, accumulating every day a deeper exposure of two thirds of the sky. We analyzed 1523~days of HAWC live data acquired over four and a half years, in a follow-up analysis of {138} nearby ($z<0.3$) active galactic nuclei from the {\em Fermi} 3FHL catalog culminating within $40^\circ$ of the zenith at Sierra Negra, the HAWC site. This search for persistent TeV emission used a maximum-likelihood analysis assuming intrinsic power-law spectra attenuated by pair production of gamma-ray photons with the extragalactic background light. HAWC clearly detects persi…