scientific programming towards a smart world · 2020. 2. 21. · cleveland state university...

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Scientific Programming towards a Smart WorldWenbing ZhaoCleveland State University, [email protected]

Xiong LuoUniversity of Science and Technology

HuaPing LiuTsinghua University

Kun HuaLawrence Technological University

Chaomin LuoUniversity of Detroit Mercy

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Repository CitationZhao, Wenbing; Luo, Xiong; Liu, HuaPing; Hua, Kun; and Luo, Chaomin, "Scientific Programming towards a Smart World" (2017). ElectricalEngineering & Computer Science Faculty Publications. 423.https://engagedscholarship.csuohio.edu/enece_facpub/423

This Editorial is brought to you for free and open access by the Electrical Engineering & Computer Science Department at [email protected] has been accepted for inclusion in Electrical Engineering & Computer Science Faculty Publications by an authorized administrator ofEngagedScholarship@CSU. For more information, please contact [email protected].

Original CitationW. Zhao, X. Luo, H. Liu, K. Hua, and C. Luo, “Scientific Programming towards a Smart World,” Sci. Program., p. 3706232, 2017.

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EditorialScientific Programming towards a Smart World

Wenbing Zhao,1 Xiong Luo,2 HuaPing Liu,3 Kun Hua,4 and Chaomin Luo5

1Cleveland State University, Cleveland, OH, USA2University of Science and Technology Beijing, Beijing, China3Tsinghua University, Beijing, China4Lawrence Technological University, Southfield, MI, USA5University of Detroit Mercy, Detroit, MI, USA

Correspondence should be addressed to Wenbing Zhao; [email protected]

Received 26 February 2017; Accepted 27 February 2017; Published 20 March 2017

Copyright © 2017 Wenbing Zhao et al. This is an open access article distributed under the Creative Commons Attribution License,which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

In the past several years, we have seen dramatic advancementin many application domains enabled by the integrationof Internet of Things and cloud computing, computationalintelligence algorithms, and soft computing methodologies.This development has resulted in many emerging highlymultidisciplinary research areas typically termed as smart-∗technologies and systems, including smart-healthcare, smart-home, and smart-grid, aswell as smart vehicles and intelligenttransportation systems. These new technologies are trans-forming our society towards a smart world.

This special issue attracted 32 high quality submissionsfrom countries around the globe, including China, USA,UK, Korea, Saudi Arabia, Greece, and Algeria. After arigorous review process, 18 papers were accepted in this issue.The research presented in these papers broadly covers theinteresting scope of this special issue, including computernetworking (3 papers), intelligent transportation and nav-igation (3 papers), computer vision (2 papers), knowledgediscovery (2 papers), scientific computing (2 papers), cloudcomputing (2 papers), gesture recognition and authorization(2 papers), and Internet of Things and machine learning (1each).

In the area of computer networking, X. Yang et al.proposed a novel localization algorithm based on Voronoidiagram and rank sequence in wireless sensor networks; X.Liu et al. introduced a new program code disseminationscheme (referred to as FPCD) for wireless software defined

networks; and K.-H. Kim et al. reported a cascade controlbased method for queue management in smart-grid IPnetworks.

In the areas of intelligent transportation and navigation,M. Dong et al. described a sophisticated navigation methodusing sonar point cloud data for underwater remotely oper-ated vehicles; Y. Xing et al. proposed a new traffic flowforecasting method based on extreme learning machine; andH. Gao et al. proposed a novel lateral control method forintelligent vehicles.

On computing vision research, H. Wang et al. introduceda robust automatic target recognition algorithm for largescene images, and Y. Li et al. reported a novel approachfor scene reconstruction based on metric online monocularSLAM.

On the topic of cloud computing, Y. Lu et al. proposeda new workload forecasting model for cloud services, whichis based on random variable learning rate backpropagationneural network, and X. Li et al. introduced a novel resourceallocation mechanism for cloud workflow systems, where theresource allocation problem is treated as a market-orientedreverse auction problem.

Onhumangesture related research, B. Fang et al. provideda comprehensive report on how to use magnetic and inertialmeasurement units to accurately recognize hand and armgestures, and A. M. H. Wong and D.-K. Kang proposed anovel stationary hand gesture authentication scheme usingedit distance on finger pointing direction interval.

HindawiScientific ProgrammingVolume 2017, Article ID 3706232, 2 pageshttps://doi.org/10.1155/2017/3706232

https://doi.org/10.1155/2017/3706232

2 Scientific Programming

This issue also includes two papers on knowledge discov-ery. Y. Zhu et al. reported a research on using neural networkbasedmachine learningmethods to build a geological knowl-edge graph. X.Han et al. described how to use fragment basedsemantic graph model to perform text summarization.

In addition, this special issue includes exciting workson using computer programming algorithms to help solvescience problems. P. Shi et al. introduced a novel experimentplatform for materials correction study. The throughput ofthe platform was significantly improved by using state ofthe art computing vision algorithms. Furthermore, X. Wanget al. proposed an efficient and simple rigid-fluid couplingscheme with programming algorithms for particle-basedfluid simulation and visualization.

Finally, Z. Liu et al. proposed a novel sparse representa-tion method for the class-imbalance problem. Last, but notleast, L. Ding et al. reported a very interesting system basedon Internet of Things that can be used to monitor dangerousgoods in container yards.

Acknowledgments

The guest editors would like to thank the authors for con-tributing to this special issue and thank all the reviewers fortheir time and rigorous reviews.

Wenbing ZhaoXiong Luo

HuaPing LiuKun Hua

Chaomin Luo

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