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Antibiotic resistome mostly relates to bacterial taxonomy along a suburban transmission chain

Frontiers of Environmental Science & Engineering 2022, Volume 16, Issue 3, doi: 10.1007/s11783-021-1466-7

Abstract:

• The α-diversities of resistome were lower in manure and compost than in soils.

Keywords： Antibiotic resistance genes     Resistome     Bacterial taxonomy     Transmission chain    

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TIE algorithm: a layer over clustering-based taxonomy generation for handling evolving data None

Rabia IRFAN, Sharifullah KHAN, Kashif RAJPOOT, Ali Mustafa QAMAR

Frontiers of Information Technology & Electronic Engineering 2018, Volume 19, Issue 6,   Pages 763-782 doi: 10.1631/FITEE.1700517

Abstract: Taxonomy is generated to effectively organize and access large volume of data.A taxonomy is a way of representing concepts that exist in data.Existing automatic taxonomy generation techniques do not handle the evolution of data; therefore, theThe evolution of data can be handled by either regenerating taxonomy from scratch, or allowing taxonomytaxonomy to incrementally evolve.

Keywords： Taxonomy     Clustering algorithms     Information science     Knowledge management     Machine learning    

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Blockchain applied to the construction supply chain: A case study with threat model

Gjorgji SHEMOV, Borja GARCIA de SOTO, Hoda ALKHZAIMI

Frontiers of Engineering Management 2020, Volume 7, Issue 4,   Pages 564-577 doi: 10.1007/s42524-020-0129-x

Abstract: The construction industry has long faced the challenge of introducing collaborative systems among multiple stakeholders. This challenge creates a high level of rigidity in terms of processing shared information related to different processes, robust holistic regulations, payment actualizations, and resource utilization across different nodes. The need for a digital platform to cross-connect all stakeholders is necessary. A blockchain-based platform is a prime candidate to improve the industry in general and the construction supply chain (CSC) in particular. In this paper, a literature review is presented to establish the main challenges that CSC faces in terms of its effects on productivity and efficiency. In addition, the effect of applying blockchain platforms on a case study is presented and analyzed from performance and security level. The analysis aims to emphasize that blockchain, as presented in this paper, is a viable solution to the challenges in the CSC regardless of the risks associated with the security and robustness of the flow of information and data protection. Moreover, a threat analysis of applying a blockchain model on the CSC industry is introduced. This model indicates potential attacks and possible countermeasures to prevent the attacks. Future work is needed to expand, quantify, and optimize the threat model and conduct simulations considering proposed countermeasures for the different blockchain attacks outlined in this study.

Keywords： blockchain taxonomy     construction supply chain     literature review     threat model analysis     security level    

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Feature selection techniques for microarray datasets: a comprehensive review, taxonomy, and future directions Review

Kulanthaivel BALAKRISHNAN, Ramasamy DHANALAKSHMI,bala.k.btech@gmail.com,r_dhanalakshmi@yahoo.com

Frontiers of Information Technology & Electronic Engineering 2022, Volume 23, Issue 10,   Pages 1451-1478 doi: 10.1631/FITEE.2100569

Abstract:

For optimal results, retrieving a relevant feature from a has become a hot topic for researchers involved in the study of (FS) techniques. The aim of this review is to provide a thorough description of various, recent FS techniques. This review also focuses on the techniques proposed for s to work on multiclass classification problems and on different ways to enhance the performance of learning algorithms. We attempt to understand and resolve the imbalance problem of datasets to substantiate the work of researchers working on s. An analysis of the literature paves the way for comprehending and highlighting the multitude of challenges and issues in finding the optimal feature subset using various FS techniques. A case study is provided to demonstrate the process of implementation, in which three microarray cancer datasets are used to evaluate the classification accuracy and convergence ability of several wrappers and hybrid algorithms to identify the optimal feature subset.

Keywords： Feature selection     High dimensionality     Learning techniques     Microarray dataset    

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Cloud-based vs. blockchain-based IoT: a comparative survey and way forward Review

Raheel Ahmed MEMON, Jian Ping LI, Junaid AHMED, Muhammad Irshad NAZEER, Muhammad ISMAIL, Khursheed ALI

Frontiers of Information Technology & Electronic Engineering 2020, Volume 21, Issue 4,   Pages 563-586 doi: 10.1631/FITEE.1800343

Abstract: 物联网已发展十多年，技术进步使其应用更加广泛，但随着连接设备增多，引发的担忧及带来的风险也在显著增加。2013年，一种新的基于加密技术的基础设施——区块链——应运而生，通过去中心化，基于区块链的物联网有可能取代现有基于云的物联网。本文对当前物联网基础设施面临的挑战进行分类，并对采用区块链作为基础设施后物联网可能遇到的问题作文献调查，比较了两种体系结构的优缺点。简要介绍了正在进行的有关区块链的关键研究，这些研究将对克服区块链在物联网应用中遇到的挑战产生显著影响。最后，考虑到这两种体系各自面临的挑战和问题以及最新研究进展，提出一种高水平的混合方案，该方案综合利用云、边缘/雾计算和区块链，以避免这两种体系的局限性。

Keywords： Internet of Things (IoT)     Cloud     Blockchain     Data center     Taxonomy    

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Title Author Date Type Operation

Antibiotic resistome mostly relates to bacterial taxonomy along a suburban transmission chain

Journal Article

TIE algorithm: a layer over clustering-based taxonomy generation for handling evolving data

Rabia IRFAN, Sharifullah KHAN, Kashif RAJPOOT, Ali Mustafa QAMAR

Journal Article

Blockchain applied to the construction supply chain: A case study with threat model

Gjorgji SHEMOV, Borja GARCIA de SOTO, Hoda ALKHZAIMI

Journal Article

Feature selection techniques for microarray datasets: a comprehensive review, taxonomy, and future directions

Kulanthaivel BALAKRISHNAN, Ramasamy DHANALAKSHMI,bala.k.btech@gmail.com,r_dhanalakshmi@yahoo.com

Journal Article

Cloud-based vs. blockchain-based IoT: a comparative survey and way forward

Raheel Ahmed MEMON, Jian Ping LI, Junaid AHMED, Muhammad Irshad NAZEER, Muhammad ISMAIL, Khursheed ALI

Journal Article