288 research outputs found
Exchangeable min-id sequences: Characterization, exponent measures and non-decreasing id-processes
We establish a correspondence between exchangeable sequences of random
variables whose finite-dimensional distributions are min- (or max-) infinitely
divisible and non-negative, non-decreasing, infinitely divisible stochastic
processes. The exponent measure of a min-id sequence is shown to be the sum of
a very simple "drift measure" and a mixture of product probability measures,
which corresponds uniquely to the L\'evy measure of a non-decreasing infinitely
divisible process. The latter is shown to be supported on non-negative and
non-decreasing functions. Our results provide an analytic umbrella which embeds
the de Finetti subfamilies of many classes of multivariate distributions, such
as exogenous shock models, exponential and geometric laws with lack-of-memory
property, min-stable multivariate exponential and extreme-value distributions,
as well as reciprocal Archimedean copulas with completely monotone generator
and Archimedean copulas with log-completely monotone generator.Comment: 53 pages, 3 Figure
The INTERSPEECH 2013 computational paralinguistics challenge: social signals, conflict, emotion, autism
The INTERSPEECH 2013 Computational Paralinguistics Challenge provides for the first time a unified test-bed for Social Signals such as laughter in speech. It further introduces conflict in group discussions as new tasks and picks up on autism and its manifestations in speech. Finally, emotion is revisited as task, albeit with a broader ranger of overall twelve emotional states. In this paper, we describe these four Sub-Challenges, Challenge conditions, baselines, and a new feature set by the openSMILE toolkit, provided to the participants.
\em Bj\"orn Schuller, Stefan Steidl, Anton Batliner, Alessandro Vinciarelli, Klaus Scherer}\\
{\em Fabien Ringeval, Mohamed Chetouani, Felix Weninger, Florian Eyben, Erik Marchi, }\\
{\em Hugues Salamin, Anna Polychroniou, Fabio Valente, Samuel Kim
Flat-Field Super-Resolution Localization Microscopy with a Low-Cost Refractive Beam-Shaping Element.
Super-resolution single-molecule localization microscopy, often referred to as PALM/STORM, works by ensuring that fewer than one fluorophore in a diffraction-limited volume is emitting at any one time, allowing the observer to infer that the emitter is located at the center of the point-spread function. This requires careful control over the incident light intensity in order to control the rate at which fluorophores are switched on; if too many fluorophores are activated, their point-spread functions overlap, which impedes efficient localization. If too few are activated, the imaging time is impractically long. There is therefore considerable recent interest in constructing so-called 'top-hat' illumination profiles that provide a uniform illumination over the whole field of view. We present the use of a single commercially-available low-cost refractive beamshaping element that can be retrofitted to almost any existing microscope; the illumination profile created by this element demonstrates a marked improvement in the power efficiency of dSTORM microscopy, as well as a significant reduction in the propensity for reconstruction artifacts, compared to conventional Gaussian illumination
Plant diversity effects on forage quality, yield and revenues of semi-natural grasslands
In agricultural settings, plant diversity is often associated with low biomass yield and forage quality, while biodiversity experiments typically find the opposite. We address this controversy by assessing, over 1 year, plant diversity effects on biomass yield, forage quality (i.e. nutritive values), quality-adjusted yield (biomass yield × forage quality), and revenues across different management intensities (extensive to intensive) on subplots of a large-scale grassland biodiversity experiment. Plant diversity substantially increased quality-adjusted yield and revenues. These findings hold for a wide range of management intensities, i.e., fertilization levels and cutting frequencies, in semi-natural grasslands. Plant diversity was an important production factor independent of management intensity, as it enhanced quality-adjusted yield and revenues similarly to increasing fertilization and cutting frequency. Consequently, maintaining and reestablishing plant diversity could be a way to sustainably manage temperate grasslands
Die Ausbildung im Fach Mathematik im Lehramt Grundschule zwischen fachlicher Tiefe, didaktischem Anspruch und digitalen Möglichkeiten
Das Fach Mathematik als weiterer obligatorischer Bestandteil des Grundschullehramts in Nordrhein-Westfalen nimmt der Beitrag in den Blick. Vor dem Hintergrund schulform- und fachbezogener Anforderungen an das Handeln von (angehenden) Grundschullehrkräften werden Anforderungen an das Studium des Lehramts Grundschule im Fach Mathematik diskutiert. Anhand von Veranstaltungskonzepten im Fach Mathematik an der Universität Duisburg-Essen wird veranschaulicht, wie den herausgearbeiteten Anforderungen in der universitären Ausbildungspraxis Rechnung getragen werden kann. (DIPF/Orig.
The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing
Work on voice sciences over recent decades has led to a proliferation of acoustic parameters that are used quite selectively and are not always extracted in a similar fashion. With many independent teams working in different research areas, shared standards become an essential safeguard to ensure compliance with state-of-the-art methods allowing appropriate comparison of results across studies and potential integration and combination of extraction and recognition systems. In this paper we propose a basic standard acoustic parameter set for various areas of automatic voice analysis, such as paralinguistic or clinical speech analysis. In contrast to a large brute-force parameter set, we present a minimalistic set of voice parameters here. These were selected based on a) their potential to index affective physiological changes in voice production, b) their proven value in former studies as well as their automatic extractability, and c) their theoretical significance. The set is intended to provide a common baseline for evaluation of future research and eliminate differences caused by varying parameter sets or even different implementations of the same parameters. Our implementation is publicly available with the openSMILE toolkit. Comparative evaluations of the proposed feature set and large baseline feature sets of INTERSPEECH challenges show a high performance of the proposed set in relation to its size
Proposal of a New Rating Concept for Digital Health Applications in Orthopedics and Traumatology
BACKGROUND
Health-related mobile applications (apps) are rapidly increasing in number. There is an urgent need for assessment tools and algorithms that allow the usability and content criteria of these applications to be objectively assessed. The aim of this work was to establish and validate a concept for orthopedic societies to rate health apps to set a quality standard for their safe use.
METHODS
An objective rating concept was created, consisting of nine quality criteria. A self-declaration sheet for app manufacturers was designed. Manufacturers completed the self-declaration, and the app was examined by independent internal reviewers. The pilot validation and analysis were performed on two independent health applications. An algorithm for orthopedic societies was created based on the experiences in this study flow.
RESULTS
"Sprunggelenks-App" was approved by the reviewers with 45 (98%) fulfilled criteria and one (2%) unfulfilled criterion. "Therapie-App" was approved, with 28 (61%) met criteria, 6 (13%) unfulfilled criteria and 12 (26%) criteria that could not be assessed. The self-declaration completed by the app manufacturer is recommended, followed by a legal and technical rating performed by an external institution. When rated positive, the societies' internal review using independent raters can be performed. In case of a positive rating, a visual certification can be granted to the manufacturer for a certain time frame.
CONCLUSION
An objective rating algorithm is proposed for the assessment of digital health applications. This can help societies to improve the quality assessment, quality assurance and patient safety of those apps. The proposed concept must be further validated for inter-rater consistency and reliability
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