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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)
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A research by design strategy for climate adaptation solutions: Implementation in the low-density, high flood risk context of the lake district, UK
(MDPI, 2021-11)
The purpose of this paper is to propose a research by design strategy, focusing on the generation of innovative climate adaptation solutions by utilizing the Design Thinking Process. The proposed strategy has been developed ...
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 ...
Jestlerin çocukların dil-iletişim ve bilişsel becerilerinin gelişimindeki destekleyici rolü
(İstanbul Üniversitesi, 2021)
While communicating, people frequently use visual articulators, such as hand gestures, together with speech. Speech and gestures form a tightly integrated communicative system during language production and comprehension. ...
A route for mind-body in fin de siecle istanbul
(Istanbul University Press, 2021)
This article focuses on Mustafa Resit's Penbe Ferace (1892), an example of the pocket novels which emerged at the end of the 19th century as a new book format. Writers of the era, with a reflectionist and a constructivist ...
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 ...
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