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Mei Bie, Huan Xu, Quanle Liu, Yan Gao, Kai Song and Xiangjiu Che
Facial expression recognition (FER) is an important field in computer vision with many practical applications. However, one of the challenges in FER is dealing with small sample data, where the number of samples available for training machine learning al...
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Siming Yin, Xian Guo and Jie Jiang
Accurate extraction of urban landscape features in the historic district of China is an essential task for the protection of the cultural and historical heritage. In recent years, deep learning (DL)-based methods have made substantial progress in landsca...
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Ismael Garrido-Muñoz , Arturo Montejo-Ráez , Fernando Martínez-Santiago and L. Alfonso Ureña-López
Deep neural networks are hegemonic approaches to many machine learning areas, including natural language processing (NLP). Thanks to the availability of large corpora collections and the capability of deep architectures to shape internal language mechani...
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Isabel Cristina Scafuto,Priscila Rezende,Marcos Mazzieri
Pág. 137 - 143
International Journal of Innovation - IJI completes 7 yearsInternational Journal of Innovation - IJI has now 7 years old! In this editorial comment, we not only want to talk about our evolution but get even closer to the IJI community. It is our fi...
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Ahmed Salih AL-Khaleefa, Mohd Riduan Ahmad, Azmi Awang Md Isa, Mona Riza Mohd Esa, Ahmed AL-Saffar and Mustafa Hamid Hassan
Online learning is the capability of a machine-learning model to update knowledge without retraining the system when new, labeled data becomes available. Good online learning performance can be achieved through the ability to handle changing features and...
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Prakash Burade,Rajendra Sadafale,Anand Satpute
Pág. 214 - 225
A Repeated Power Flow with FACTS devices including ATC is used to evaluate the feasible ATC value within real and reactive power generation limits, line thermal limits, voltage limits and FACTS operation limits. An IEEE-30 bus system is used to demonstra...
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Yanan Zheng, Jin Yang, Zhaoguang Hu, Ming Zhou and Gengyin Li
Since the development of large scale power grid interconnections and power markets, research on available transfer capability (ATC) has attracted great attention. The challenges for accurate assessment of ATC originate from the numerous uncertainties in...
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Balázs Farkas, Viktor Szente, Jeno Miklós Suda
Pág. 94 - 101
A new type of thermodynamic machine was designed and prepared for testing to evaluate its capability in extracting mechanical energy from low enthalpy heat sources. The system was completed with a newly designed rotary piston compressor and expander to i...
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