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Exposing multi-relational networks to single-relational network analysis algorithms

Marko A. Rodriguez, Joshua Shinavier
2010 Journal of Informetrics  
This article presents an algebra for mapping multi-relational networks to single-relational networks, thereby exposing them to single-relational network analysis algorithms.  ...  analysis algorithms to the multi-relational domain.  ...  Thus, the presented path algebra can be used to expose multi-relational networks to single-relational network analysis algorithms. 1.A row filter is denoted R i , where all entries in row i are equal to  ... 
doi:10.1016/j.joi.2009.06.004 fatcat:su5gbkoiljhbfjgnxiuezifymq

Interpretations of the Web of Data [article]

Marko A. Rodriguez
2009 arXiv   pre-print
URIs are used to identify resources and RDF is used to relate resources.  ...  By doing so, other interpretations of the Web of Data are exposed that realize RDF in different capacities and in support of different computing models.  ...  A Multi-Relational Path Algebra A path algebra is presented to map a multi-relational network to a single-relational network in order to expose the multi-relational network to single-relational network  ... 
arXiv:0905.3378v2 fatcat:iz47mtqrpncuff6hqvd3m6oqai

Applying Deep Learning Techniques to CAN Bus Attacks for Supporting Identification and Analysis Tasks

Alfredo Cuzzocrea, Fabio Martinelli, Francesco Mercaldo
2018 Proceedings of the 15th International Joint Conference on e-Business and Telecommunications  
In this paper we design a method to identify CAN bus targeting attacks. The proposed method takes into account deep learning algorithms i.e., the Neural Network and the MultiLayer Perception.  ...  of authentication: these are the reasons why the CAN bus is exposed to attacks.  ...  ., NN in Table 4 ) is related to the NN deep learning network with one hidden layer (with 100 units), while the remaining ones are related to the classifiers built using the MLP algorithm: MLP 0 is related  ... 
doi:10.5220/0006835604790487 dblp:conf/icete/CuzzocreaMM18 fatcat:j2fddzzz7rafjai7zgrbueso2u

Performance Analysis of Network Coding with IEEE802.11 DCF Using Multi Path Transfer Protocol in Wireless Network

Nandhini. D, Rajeswari. S
2018 Zenodo  
In our model multi hop network used the MPTP (protocol) it prevent the delay and packed loss of source to destination. Finally use computer simulation to verify an analytical model.  ...  In this paper investigated the throughput and end to end delay of network coding under IEEE802.11 Distributed coordination Function (DCF).  ...  In queuing model to develop the network coding is based on the packed scheduling algorithm. The main disadvantage is single hop wireless network with high delay and unicast transmission.  ... 
doi:10.5281/zenodo.2292894 fatcat:oewvgi3irfa23a6r5e6sfetunu

Performance Analysis of various Schemes for Source-Location Privacy Preserving Wireless Sensor Networks

2022 TAGA Journal  
Conventional methods related to authentication and encryption fail to preserve privacy on managing sinks location.  ...  Adequate addressing on source location privacy is bit complex due to intensive computations on cryptographic algorithms that are not adaptable for WSN.  ...  [50] , which is single owner multi-user sensor network.  ... 
doi:10.37896/pd91.4/91473 fatcat:kiybhhqftnfi7g4ef7tk5z2zrq

Community Discovery on Multi-View Social Networks via Joint Regularized Nonnegative Matrix Triple Factorization

Liangliang ZHANG, Longqi YANG, Yong GONG, Zhisong PAN, Yanyan ZHANG, Guyu HU
2017 IEICE transactions on information and systems  
In multi-view social networks field, a flexible Nonnegative Matrix Factorization (NMF) based framework is proposed which integrates multi-view relation data and feature data for community discovery.  ...  Benefit with a relaxed pairwise regularization and a novel orthogonal regularization, it outperforms the-state-of-art algorithms on five real-world datasets in terms of accuracy and NMI.  ...  relation none BestNMF single-view relation none UniNMF multi-type multi-view relation + feature early MultiNMF multi-type multi-view relation + feature immediately CoNMF multi-type multi-view  ... 
doi:10.1587/transinf.2017edp7004 fatcat:3kctzlcjrzazbl4gxswzemztba

Identifying the influential spreaders in multilayer interactions of online social networks

Mohammed Ali Al-Garadi, Kasturi Dewi Varathan, Sri Devi Ravana, Ejaz Ahmed, Victor Chang, Zhihan Lv
2016 Journal of Intelligent & Fuzzy Systems  
The measurement results are found to be more reliable when the identification algorithms are applied to proposed topological representation compared when these algorithms are applied to single layer representations  ...  The results analysis concluded that improving the accuracy of influential spreaders identification in OSNs is not only by improving identification algorithms but also by developing a network topology that  ...  Acknowledgements We would like to take this opportunity to thank University of Malaya Research Grant (RP028D-14AET) for funding this research.  ... 
doi:10.3233/jifs-169112 fatcat:gombogsyqjhgtbjx5reiujuxm4

Decentralized Network Analysis: A Proposal

Alberto Montresor
2008 2008 IEEE 17th Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises  
We discuss the potential issues that must be confronted with when a decentralized approach to network analysis is taken, and we propose a preliminary research plan.  ...  The goal of this position paper is to propose another scientific area where the P2P cooperation paradigm could be profitably adopted: network analysis, i.e. the mathematical characterization of the main  ...  Related work A growing literature about the parallel evaluation of network properties exist, for both multi-processor and multicore systems.  ... 
doi:10.1109/wetice.2008.36 dblp:conf/wetice/Montresor08 fatcat:2zhmgulbibb6xbygw3wrxdqou4

Parallel-Transmission: A New Usage of Multi-Radio Diversity in Wireless Mesh Network

Yun HU, Shoubao YANG, Qi ZHANG, Peng ZHANG
2009 International Journal of Communications, Network and System Sciences  
To fully utilize the diversity of multi-radio, a new parallel transmission method for wireless mesh network is proposed.  ...  Two kinds of distributed scheduling algorithms are implemented to transmit packets on the selected radios. Finally, a parallel-adaptive routing metric is presented.  ...  We are grateful to Dr. Vivy Suhendra, who has made a lot of help in this paper. We are also grateful to anonymous reviews for their invaluable and constructive comments and suggestions.  ... 
doi:10.4236/ijcns.2009.21006 fatcat:ifk4mi6agnbqdj2khlytjlzt4y

C3Net: Demoiréing Network Attentive in Channel, Color and Concatenation

Sangmin Kim, Hyungjoon Nam, Jisu Kim, Jechang Jeong
2020 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)  
Networks attentive in RGB channels were effective in fields such as single image superresolution and RAW to RGB mapping.  ...  The proposed algorithm uses residual blocks attentive in RGB channels to take advantage of channel attention algorithm.  ...  In addition, most conventional algorithms are multi-path networks or benchmark U-net for getting the types of moiré patterns in multi-scaled information.  ... 
doi:10.1109/cvprw50498.2020.00221 dblp:conf/cvpr/KimNKJ20 fatcat:aimf4zcavjghrdwiy73zoujdoe

LT4REC:A Lottery Ticket Hypothesis Based Multi-task Practice for Video Recommendation System [article]

Xuanji Xiao, Huabin Chen, Yuzhen Liu, Xing Yao, Pei Liu, Chaosheng Fan, Nian Ji, Xirong Jiang
2021 arXiv   pre-print
to analyze which parts of network components can be shared and which parts are in conflict, i.e., there is a large inaccuracy with artificially designed neurons sharing.  ...  In this paper, we model CVR in a brand-new method by adopting the lottery-ticket-hypothesis-based sparse sharing multi-task learning, which can automatically and flexibly learn which neuron weights to  ...  In video recommendation, an RS first recalls a large number of related videos and then ranks and exposes them to the users according to several ranking metrics, e.g., click-through rate (CTR) or CVR.  ... 
arXiv:2008.09872v2 fatcat:rajqek7qg5fuxmahqeob4pgisa

Extreme Low-Light Imaging with Multi-granulation Cooperative Networks [article]

Keqi Wang, Peng Gao, Steven Hoi, Qian Guo, Yuhua Qian
2020 arXiv   pre-print
In this paper, we propose a novel method of multi-granulation cooperative networks (MCN) with bidirectional information flow to enhance extreme low-light images, and design an illumination map estimation  ...  Experimental results show that the proposed method outperforms the state-of-the-art approaches in terms of both visual effects and quantitative analysis.  ...  To overcome this limitation, we inject the multi-granulation idea into the neural network algorithm, called multi-granulation cooperative network (MCN) with bidirectional information flow, which can be  ... 
arXiv:2005.08001v1 fatcat:iyh64ijcxvbihevp6vxjryz7bq

Topology Modeling and Analysis of a Power Grid Network Using a Graph Database

Bowen Kan, Wendong Zhu, Guangyi Liu, Xi Chen, Di Shi, Weiqing Yu
2017 International Journal of Computational Intelligence Systems  
Second, we design single-and multi-threading systems for initial energization analysis of the power grid network.  ...  to large data sets.  ...  We build a graph database structure for power grid network based on Neo4j, and develop single and multithreading systems for initial energization analysis of power grid network.  ... 
doi:10.2991/ijcis.10.1.96 fatcat:de2juipzcfe2fj7ni4iz7qr25q

A NEW UNEQUAL CLUSTERING ALGORITHM USING ENERGY-BALANCED AREA PARTITIONING FOR WIRELESS SENSOR NETWORKS

Amin Suharjono, Wirawan, Gamantyo Hendrantoro
2013 International Journal on Smart Sensing and Intelligent Systems  
However, the multi-hop method brings a new problem related to the workload imbalance between the cluster-heads (CHs).  ...  Multi-hop Clustering is more preferred than the single-hop one because the transmission range of the Wireless Sensor Networks (WSN) nodes is not determined by the size of the network area.  ...  Although it looks superior, there is some inaccuracy in energy balance analysis in EC algorithm, related to the network area model assumed in rectangular shape, as has been proven in [10] .  ... 
doi:10.21307/ijssis-2017-616 fatcat:5oldcsdp3jgcdht47vvvhbmv34

Mathematical Modelling In Transportation Sciences

Dr. Sumit Agarwal Dr. Sumit Agarwal
2013 IOSR Journal of Mathematics  
Whereas, the basis of performance improvement in integrated logistics network is total cost analysis.  ...  The objective is to optimize the production and distribution plan so as to minimize its total logistics cost.  ...  Multi periods issue Analysis of multi-period issue is mostly used to anticipate periods of high demand.  ... 
doi:10.9790/5728-0563943 fatcat:nmoz3vn2zbhnzbw727wqyy43ym
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