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Dropout regularization in hierarchical mixture of experts
(Elsevier, 2021-01-02)
Dropout is a very effective method in preventing overfitting and has become the go-to regularizer for multi-layer neural networks in recent years. Hierarchical mixture of experts is a hierarchically gated model that defines ...
The struggle over borders: Cosmopolitanism and communitarianism
(Sage, 2021-05)
N/A
Coverage analysis of downlink MU-MIMO cellular networks
(IEEE, 2021-09)
In this letter, we analyze the coverage performance of multi-user multiple-input multiple-output (MU-MIMO) downlink cellular networks. We model the locations of the base stations and mobile users using Poisson Point Processes ...
Campaign participation prediction with deep learning
(Elsevier, 2021-08)
Increasingly, on-demand nature of customer interactions put pressure on companies to build real-time campaign management systems. Instead of having managers to decide on the campaign rules, such as, when, how and whom to ...
‘We can’t integrate in Europe. We will pay a high price if we go there’: Culture, Time and Migration Aspirations for Syrian Refugees in Istanbul
(Oxford University Press, 2021-03)
In popular media, it is often assumed that Syrian refugees wish to reach Europe by any means necessary but, during field research in 2018, we found that many Syrians hoped to remain in Istanbul, despite their tenuous legal ...
What matters for the future? Comparing Globe's future orientation with Hofstede's long-term orientation
(Emerald, 2021-09-06)
Purpose This paper aims to compare the future orientation (FO) society practices dimension of the Globe model with Hofstede's long-term orientation (LTO) by testing their causal effects on three firm-level variables: cash ...
A semi-discrete numerical method for convolution-type unidirectional wave equations
(Elsevier, 2021-05-15)
Numerical approximation of a general class of nonlinear unidirectional wave equations with a convolution-type nonlocality in space is considered. A semi-discrete numerical method based on both a uniform space discretization ...
Occupants' migration in residential buildings towards comfort and energy efficiency (case of traditional residential architecture in Iran)
(Springer, 2021-03-17)
Recently, the role of occupants' behaviors on building energy efficiency has been much more taken into account. Occupants' migration on a building scale is a phrase on which this article focuses as one of the best occupants' ...
Insulating peace: Managerial coordination in durable security complexes
(Oxford University Press, 2021-04-14)
I argue that insulation via managerial coordination is a key element in any explanation about the formation of political regions among states. The key role it plays is as a tool for the maintenance of intra-regional pacific ...
Mathematical optimization for time series decomposition
(Springer, 2021-09)
Decomposing time series into trend and seasonality components reveals insights used in forecasting and anomaly detection. This study proposes a mathematical optimization approach that addresses several data-related issues ...
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