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Can Cui, Jiwei Qin and Qiulin Ren
Representation learning-based collaborative filtering (CF) methods address the linear relationship of user-items with dot products and cannot study the latent nonlinear relationship applied to implicit feedback. Matching function learning-based CF method...
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Shurong Sheng, Katrien Laenen, Luc Van Gool and Marie-Francine Moens
In this paper, we target the tasks of fine-grained image?text alignment and cross-modal retrieval in the cultural heritage domain as follows: (1) given an image fragment of an artwork, we retrieve the noun phrases that describe it; (2) given a noun phras...
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Jinpu Zhang, Guozhong Cao, Qingjin Peng, Runhua Tan, Huangao Zhang and Wei Liu
A single-function product cannot meet various needs of different users when the product user or use environment changes. A transformable product with multiple functions can meet different needs of users. It is critical to determine product functions that...
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Serhii Choporov,Serhii Homeniuk,Sergii Grebenyuk,Oleksii Kudin
Pág. 21 - 27
In the process of designing structures from inhomogeneous materials, there is the need to build discrete models that consider the peculiarities of the geometrical shape of subdomains from different materials. The first stage in the modeling of such struc...
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Claus Peder Pedersen, Henrik Oxvig
Pág. 79 - 86
In The Sciences of the Artificial Herbert A. Simon reflects that ?Engineering, medicine, business, architecture, and painting are concerned not with the necessary but with the contingent ? not with how things are but with how they might be ? in short, wi...
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Tatiana Ledeneva
At present, fuzzy modeling has established itself as an effective tool for designing and developing systems for various purposes that are used to solve problems of control, diagnostics, forecasting, and decision making. One of the most important problems...
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Wenfei Ji, Tonghai Jiang, Meng Wang, Xinyu Tang, Guang Chen and Shan Yang
Currently, low-dimensional embedded representation learning models are the mainstream approach in knowledge representation research, due to ease of calculation and ability to utilize the spatial relationship between knowledge areas, which benefit from st...
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José-Antonio Cervantes, Sonia López, Salvador Cervantes, Adriana Mexicano and Jonathan-Hernando Rosales
Visuospatial working memory is a fundamental cognitive capability of human beings needed for exploring the visual environment. This cognitive function is responsible for creating visuospatial maps, which are useful for maintaining a coherent and continuo...
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Nikolaos Bakas
Function approximation is a fundamental process in a variety of problems in computational mechanics, structural engineering, as well as other domains that require the precise approximation of a phenomenon with an analytic function. This work demonstrates...
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Minh Tran, Duc Pham-Hi and Marc Bui
In this paper, we propose a novel approach to optimize parameters for strategies in automated trading systems. Based on the framework of Reinforcement learning, our work includes the development of a learning environment, state representation, reward fun...
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Yunxiang Xia, Tatsuma Okazaki, Kenya Uemura and Shinichi Izumi
Our work provided a simpler paradigm for measuring implicit body representation of the hand and highlighted its potential biomarker function for clinical practice in neurorehabilitation as it could be enlarged by repetitive peripheral magnetic stimulatio...
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Guohai Chen, Tong Wang, Congda Lu, Yuanshan Yang, Lin Li, Zichao Yin and Xiang Peng
Due to manufacturing errors, inaccurate measurement and working conditions changes, there are many uncertainties in laminated composite cylindrical shells, which causes the variation of vibration characteristics, and has an important influence on the ove...
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Zhi-Yong Wang and Dae-Ki Kang
CORrelation ALignment (CORAL) is an unsupervised domain adaptation method that uses a linear transformation to align the covariances of source and target domains. Deep CORAL extends CORAL with a nonlinear transformation using a deep neural network and ad...
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Weidong Yin, Leizheng Shu, Yang Yu and Yu Shi
In this article, we present a free-vertex tetrahedral finite-element representation of irregularly shaped small bodies, which provides an alternative solution for estimating asteroid density distribution. We derived the transformations between gravitatio...
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Abdulkhaliq A. Jaafer, Mustafa Al-Bazoon and Abbas O. Dawood
In this study, the binary bat algorithm (BBA) for structural topology optimization is implemented. The problem is to find the stiffest structure using a certain amount of material and some constraints using the bit-array representation method. A new filt...
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Qiang Wu, Yan Dong and Liping Xie
Aiming at the problem that the assembly body model is difficult to classify and retrieve (large information redundancy and poor data consistency), an assembly body retrieval method oriented to key structures was presented. In this paper, a decision forma...
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Krenar Ibrahimi
Pág. 261 - 278
This paper shows how and why a theoretical framework to (re)conceptualize seaports as institutional and operational clusters may be constructed. Using a thorough review and content analysis of the seaport literature, six interrelated contextual dimension...
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Lorenzo Fortunato, Ilyas Inci, José-Antonio Lay and Andrea Vitturi
The program TFF calculates stripping single-particle form factors for one-neutron transfer in prior representation with appropriate perturbative treatment of recoil. Coupled equations are then integrated along a semiclassical trajectory to obtain one- an...
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Graham McLeod
A metric for method complexity is proposed as an aid to choosing between competing methods, as well as in validating the effects of method integration or the products of method engineering work. It is based upon a generic method representation model prev...
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Claude Strieker,Jintae Lee
With the current popularity and success of the World Wide Web, the question. How can the WWW technology improve existing processes, is in the forefront of many managers' mind. This paper examines this question in the context of the software review proces...
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