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A Comparative Analysis of Deep Learning Approaches for Network Intrusion Detection Systems (N-IDSs)
Recently, due to the advance and impressive results of deep learning techniques in the fields of image recognition, natural language processing and speech recognition for various long-standing artificial intelligence (AI) tasks...
Autophagy Induction as a Therapeutic Strategy for Neurodegenerative Diseases.
Autophagy is a major, conserved cellular pathway by which cells deliver cytoplasmic contents to lysosomes for degradation. Genetic studies have revealed extensive links between autophagy and neurodegenerative disease, and...
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DIA label-free proteomic analysis of murine bone-marrow-derived macrophages.
Here, we describe an optimized protocol to analyze murine bone-marrow-derived macrophages using label-free data-independent acquisition (DIA) proteomics. We provide a complete step-by-step protocol describing sample preparation...
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Achieving robustness to aleatoric uncertainty with heteroscedastic Bayesian optimisation
Abstract: Bayesian optimisation is a sample-efficient search methodology that holds great promise for accelerating drug and materials discovery programs. A frequently-overlooked modelling consideration in Bayesian optimisation...
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The neural basis of hot and cold cognition in depressed patients, unaffected relatives, and low-risk healthy controls
BACKGROUND: Modern cognitive neuropsychological models of depression posit that negatively biased emotional ("hot") processing confers risk for depression, while preserved executive function ("cold") cognition promotes...
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Non-Lorentzian SU(1, n) Spacetime Symmetry In Various Dimensions
N Lambert, R Mouland, T Orchard
Jul 07, 2022
We discuss non-Lorentzian Lagrangian field theories in $2n-1$ dimensions that admit an $SU(1,n)$ spacetime symmetry which includes a scaling transformation. These can be obtained by a conformal compactification of a...
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Is variety a spice of (an active) life?
In this study, we examined whether perceived variety in exercise prospectively predicts unique variance in exercise behavior when examined alongside satisfaction of the three basic psychological needs (for competence...
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Perceived variety, psychological needs Satisfaction, and exercise-related well-being

Objective: Perceived variety represents a psychosocial experience that gives rise to, and supports the maintenance of, an individual's well-being. In this study, we developed an instrument to measure perceived variety in...

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Funnel control with saturation
N Hopfe, A Ilchmann, E P Ryan
Feb 05, 2010
Tracking-by the system output-of a reference signal (assumed bounded with essentially bounded derivative) is considered in the context of linear m-input, m-output systems subject to input saturation. The system is assumed to...
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Is variety a spice of (an active) life?
In this study, we examined whether perceived variety in exercise prospectively predicts unique variance in exercise behavior when examined alongside satisfaction of the three basic psychological needs (for competence...
Published by:
Exact properties of an integrated correlator in N = 4 SU( N ) SYM
Abstract: We present a novel expression for an integrated correlation function of four superconformal primaries in SU(N) N = 4 supersymmetric Yang-Mills (N = 4 SYM) theory. This integrated correlator, which is based on...
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Factorisation of 3d N = 4 twisted indices and the geometry of vortex moduli space
S Crew, N Dorey, D Zhang
Aug 11, 2021
We study the twisted indices of $\mathcal{N}=4$ supersymmetric gauge theories in three dimensions on spatial $S^{2}$ with an angular momentum refinement. We demonstrate factorisation of the index into holomorphic blocks for...
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Perceived variety, psychological needs Satisfaction, and exercise-related well-being

Objective: Perceived variety represents a psychosocial experience that gives rise to, and supports the maintenance of, an individual's well-being. In this study, we developed an instrument to measure perceived variety in...

Published by:
Funnel control with saturation
N Hopfe, A Ilchmann, E P Ryan
Feb 05, 2010
Tracking-by the system output-of a reference signal (assumed bounded with essentially bounded derivative) is considered in the context of linear m-input, m-output systems subject to input saturation. The system is assumed to...
Published by:
A Stable Calcium Alumanyl

A seven-membered N,N′-heterocyclic potassium alumanyl nucleophile is introduced and utilised in the metathetical synthesis of Mg−Al and Ca−Al bonded derivatives. Both species have been characterised by experimental and...

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HONORING TORSEN N. WIESEL
A Celebration in Honor of Torsten N. Wiesel: Entering his Tenth Decade
On the appearance of nitrite anion in [PdX(OAc)L<sub>2</sub>] and [Pd(X)(C∧N)L] syntheses (X = OAc or NO<sub>2</sub>)
Pd 3(OAc) 5NO 2, an impurity in "Pd(OAc) 2" {formally Pd 3(OAc) 6}, emerges as a serious issue in the synthesis of pure Pd II complexes derived from Pd(OAc) 2, for example in our C-H activation precatalyst, Pd(OAc) 2(pip) 2 (pip...
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k-Root-n
Zvi Schreiber
Feb 08, 2020
Blockchains such as the bitcoin blockchain depend on reaching a global consensus on the distributed ledger; therefore, they suffer from well-known scalability problems. This paper proposes an algorithm that avoids...
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A Stable Calcium Alumanyl

A seven-membered N,N′-heterocyclic potassium alumanyl nucleophile is introduced and utilised in the metathetical synthesis of Mg−Al and Ca−Al bonded derivatives. Both species have been characterised by experimental and...

Published by:

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