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International Journal of Grid and Distributed Computing最新文献

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Design and Implementation of a New Routing Algorithm for Fault Tolerance in Networks on Chip - DINRA-FTNoC 片上网络容错路由算法的设计与实现——DINRA-FTNoC
Pub Date : 2018-09-30 DOI: 10.14257/IJGDC.2018.11.9.04
Chakib Nehnouh, M. Senouci
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引用次数: 1
A Study on Red Tide Detection Technique by using Multi-Layer Perceptron 基于多层感知器的赤潮探测技术研究
Pub Date : 2018-09-30 DOI: 10.14257/IJGDC.2018.11.9.08
S. Bak, D. Hwang, Heung-Min Kim, Bum-Kyu Kim, Unuzaya Enkgjargal, Seong-Yeol Oh, H. Yoon
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引用次数: 3
Hierarchical Level Based Frequent Pattern Mining 基于层次层次的频繁模式挖掘
Pub Date : 2018-09-30 DOI: 10.14257/IJGDC.2018.11.9.01
J. Hwang, Hyeok Kim, Jeong-Hee Chi
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引用次数: 0
Arabic Text Classification Using Deep Learning Technics 使用深度学习技术的阿拉伯语文本分类
Pub Date : 2018-09-30 DOI: 10.14257/IJGDC.2018.11.9.09
S. Boukil, M. Biniz, F. Adnani, L. Cherrat, A. Moutaouakkil
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引用次数: 64
A Study on Expanding Web Platforms for Open Web Data 开放Web数据的扩展Web平台研究
Pub Date : 2018-09-30 DOI: 10.14257/IJGDC.2018.11.9.03
Chang-Su Kim, Hoe-Kyung Jung
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引用次数: 0
Energy Efficient Communication Protocol for Chain-based Clustered WSNs 基于链的集群无线传感器网络的节能通信协议
Pub Date : 2018-09-30 DOI: 10.14257/IJGDC.2018.11.9.07
Krishan Kumar, D. Gupta, N. Kaur
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引用次数: 2
Semantic Representations in Text Data 文本数据中的语义表示
Pub Date : 2018-09-30 DOI: 10.14257/ijgdc.2018.11.9.06
Triveni Lal Pa, Madhu Kumari, Tajinder Singh, Mohammad Ahsan
Automatic text mining processes and other sophisticated natural language processing constructs need realistic representations of text/documents which embed semantics efficiently. All the representations work on the notion that every data contains different explanatory factors (attributes). In this article, we exploit these explanatory factors to study and compare various semantic representation methods for text documents. The article critically reviews recent trends in the area of semi-supervised semantic representations, covering cutting-edge methods in distributed representations such as embeddings. This article gives a broad and synthesized description of various forms of text representations, presented in their chronological order ranging from BoW models to the most recent embeddings learning. Conclusively, various findings taken together provide valuable pointers for researchers looking to work in the field of semantic representations. In addition, the article also shows that one need to develop a model for learning universal embeddings in unsupervised/semi-supervised settings that incorporate contextual as well as word-order information, with language independent features and which would be feasible for large dataset.
自动文本挖掘过程和其他复杂的自然语言处理结构需要有效嵌入语义的文本/文档的真实表示。所有的表示都基于这样一个概念,即每个数据都包含不同的解释因素(属性)。在本文中,我们利用这些解释因素来研究和比较文本文档的各种语义表示方法。这篇文章批判性地回顾了半监督语义表示领域的最新趋势,涵盖了分布式表示(如嵌入)的前沿方法。本文对各种形式的文本表示进行了广泛而综合的描述,按时间顺序排列,从BoW模型到最新的嵌入学习。总之,各种研究结果为希望在语义表征领域工作的研究人员提供了有价值的指导。此外,文章还表明,需要开发一种在无监督/半监督环境中学习通用嵌入的模型,该模型结合了上下文和语序信息,具有独立于语言的特征,并且对于大型数据集是可行的。
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引用次数: 2
Analysis of Routing Attacks on RPL based 6LoWPAN Networks 基于RPL的6LoWPAN网络路由攻击分析
Pub Date : 2018-08-31 DOI: 10.14257/IJGDC.2018.11.8.05
Abhishek Verma, V. Ranga
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引用次数: 11
Improving Network Lifetime using Fuzzy Logic in Cluster-based WSN Protocol 基于集群的WSN协议中模糊逻辑改进网络生存期
Pub Date : 2018-08-31 DOI: 10.14257/IJGDC.2018.11.8.03
Jong-Yong Lee, Daesung Lee
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引用次数: 2
Research of the Optimal Level of Compression by Using Haar Wavelet and Recognition System 基于Haar小波和识别系统的最优压缩水平研究
Pub Date : 2018-08-31 DOI: 10.14257/ijgdc.2018.11.8.04
R. Ayachi, M. Biniz, M. Fakir
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引用次数: 0
期刊
International Journal of Grid and Distributed Computing
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