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E-Commerce Fraud Detection Based on Machine Learning Techniques:systematic Literature Review

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Big Data Mining and Analytics 2024年第2期7卷 419-444页

作者： Abed Mutemi fernando Bacao NOVA Information Management school(NOVA IMs) Universidade Nova de LisboaCampus de CampolideLisboa 1070-312Portugal

The e-commerce industry’s rapid growth,accelerated by the COVID-19 pandemic,has led to an alarming increase in digital fraud and associated *** establish a healthy e-commerce ecosystem,robust cyber security and anti-fraud measures are ***,research on fraud detection systems has struggled to keep pace due to limited real-world *** in artificial intelligence,Machine Learning(ML),and cloud computing have revitalized research and applications in this *** ML and data mining techniques are popular in fraud detection,specific reviews focusing on their application in e-commerce platforms like eBay and Facebook are lacking *** reviews provide broad overviews but fail to grasp the intricacies of ML algorithms in the e-commerce *** bridge this gap,our study conducts a systematic literature review using the Preferred Reporting Items for systematic reviews and Meta-Analysis(PRIsMA)*** aim to explore the effectiveness of these techniques in fraud detection within digital marketplaces and the broader e-commerce *** the current state of the literature and emerging trends is crucial given the rising fraud incidents and associated *** our investigation,we identify research opportunities and provide insights to industry stakeholders on key ML and data mining techniques for combating e-commerce *** paper examines the research on these techniques as published in the past *** the PRIsMA approach,we conducted a content analysis of 101 publications,identifying research gaps,recent techniques,and highlighting the increasing utilization of artificial neural networks in fraud detection within the industry.

关键词： E-commerce Machine Learning(ML) systematic review fraud detection organized retail fraud

Performance Comparison of Field-oriented Control,Direct Torque Control,and Model-predictive Control for synRMs

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Chinese Journal of Electrical Engineering 2022年第1期8卷 24-37页

作者： Hazem Hadla fernando santos Polytechnic Institute of Viseu Higher School of Technology and Management of LamegoLamego 5100-074Portugal

simulation studies of three synchronous reluctance motor(synRM)control strategies are presented:field-oriented control(FOC),direct torque control(DTC),and finite-set model-predictive control(Fs-MPC).FOC uses linear controllers and pulse-width modulation to control the fundamental components of the load voltages *** contrast,DTC and Fs-MPC are nonlinear strategies wherein the voltage vectors are directly generated in the absence of a *** operating principles and control structures of these control strategies are ***,a comparative analysis of the static and dynamic performance of the control strategies is conducted using Matlab/simulink to identify their advantages and *** is confirmed that each of the control strategies has merits and that all three of them satisfy the requirements of modern high-performance drives.

关键词： Field-oriented control direct torque control model-predictive control synchronous reluctance motor

CRIsPR-Cas-based plant genome engineering goes viral

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Molecular Plant 2023年第4期16卷 660-661页

作者： Jose-Antonio Daros Fabio Pasin fernando Merwaiss Instituto de Biologia Molecular y Celular de Plantas(CsiC-Universitat Politecnica deValencia) 46022ValenciaSpain

Biotechnological advances in the field of plant biology based on the bacterial and archaeal CRisPR-Cas systems promise a new generation of crop plants that are more productive and nutritive,resistant to pest and pathogens,and better adapted to environmental ***,application of this technology in plants still encounters some burdens,especially related to the expression of the CRIsPR-Cas reaction components in plant cells.

关键词： plant CRIsPR adapted

Emerging role of A-kinase anchoring protein 5 signaling in reward circuit function

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Neural Regeneration Research 2025年第10期20卷 2913-2914页

作者： William J.Flerlage Mark L.Dell’Acqua Brian M.Cox Fereshteh s.Nugent Uniformed services University of the Health sciences Department of Pharmacology and Molecular TherapeuticsBethesdaMDUSA Department of Pharmacology University of Colorado School of MedicineAnschutz Medical CampusAuroraCOUSA

There is a strong evidence supporting the hypothesis of synaptic dysfunction as a major contributor to neural circuit and network disruption underlying emotional and mood dysregulation in psychiatric disorders(simmons et al.,2024).Diverse sets of distinct molecular signaling pathways converge on the synapse to regulate synaptogenesis,synaptic function,and synaptic plasticity in brain regions and circuits through complex interactions organized by numerous multivalent protein scaffolds,including the family of proteins known as A-kinase anchoring proteins(AKAPs).

关键词： function supporting

An ACO-RFD hybrid method to solve NP-complete problems

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Frontiers of Computer science 2013年第5期7卷 729-744页

作者： Pablo RABANAL Ismael RODRIGUEZ fernando RUBIO Dept. sistemas Inforrnaiticos y Computacion Facultad de Informatica Universidad Complutense de Madrid Madrid 28040 Spain

In this paper we hybridize ant colony optimiza- tion （ACt） and river formation dynamics （RFD）, two related swarm intelligence methods. In ACt, ants form paths （prob- lem solutions） by following each other＇s pheromone trails and reinforcing trails at best paths until eventually a single path is followed. On the other hand, RFD is based on copy- ing how drops form rivers by eroding the ground and de- positing sediments. In a rough sense, RFD can be seen as a gradient-oriented version of ACt. several previous experi- ments have shown that the gradient orientation of RFD makes this method solve problems in a different way as ACt. In particular, RFD typically performs deeper searches, which in turn makes it find worse solutions than ACt in the first exe- cution steps in general, though RFD solutions surpass ACt solutions after some more time passes. In this paper we try to get the best features of both worlds by hybridizing RFD and ACt. We use a kind of ant-drop hybrid and consider both pheromone trails and altitudes in the environment. We apply the hybrid method, as well as ACt and RFD, to solve two NP-hard problems where ACt and RFD fit in a different manner： the traveling salesman problem （TsP） and the prob- lem of the minimum distances tree in a variable-cost graph （MDV）. We compare the results of each method and we an- alyze the advantages of using the hybrid approach in each case.

关键词： river formation dynamics ant colony optimization heuristic algorithms NP-hard problems

Vagus nerve stimulation in intracerebral hemorrhage:the need for further research

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Neural Regeneration Research 2025年第11期20卷 3213-3214页

作者： sheharyar s.Baig Ali N.Ali Arshad Majid sheffield Institute for Translational Neuroscience Division of NeuroscienceThe University of SheffieldSheffieldUK

Vagus nerve stimulation(VNs)and stroke:stroke is the second leading cause of death and the third leading cause of disability worldwide(Baig et al.,2023).There have been significant paradigm shifts in the management of acute ischemic stroke through mechanical *** chronic ischemic stroke,invasive VNs paired with rehabilitation is associated with a significant increase in upper limb motor recovery and is FDA-approved(Baig et al.,2023).There are no treatments of similar efficacy in acute intracerebral hemorrhage(ICH)where several promising trials,e.g.,TICH-2,sTOP-AUsT,and TRAIGE did not show improvements in functional outcomes(Puy et al.,2023).

关键词： stimulation acute

How Africa Is Promoting Agricultural Innovations and Technologies amidst the COVID-19 Pandemic

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Molecular Plant 2020年第10期13卷 1345-1346页

作者： Angela Joseph fernando Consultant-The Alliance of Bioversity International and CIAT Km 17 Recta Cali-PalmiraApartado Aéreo 6713763537 CaliColombia

The COVID-19 pandemic has left an indelible mark on Africa's Agribusiness *** of households whose livelihoods depend on farming are facing a huge food *** mitigate these effects,the African Agricultural Technology Foundation(AATF)gathered a panel of renowned agricultural experts through an interactive webinar themed"Promotion of Agricultural Technologies and Innovations for Agri-Business Resilience in Africa in the Wake of COVID-19",the first in a series of several interactive seminars to be held virtually until the end of December *** seminars will focus on several topics specific to agricultural transformation,which revolve around smallholder farmers in sub-saharan Africa(ssA)and aim to help them come out of the cataclysmic effect of COVID-19 and recover their business and livelihoods.

关键词： Agricultural Africa interactive

Inocula selection in microbial fuel cells based on anodic biofilm abundance of Geobacter sulfurreducens

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Chinese Journal of Chemical Engineering 2016年第3期24卷 379-387页

作者： Guotao sun Diogo de sacadura Rodrigues Anders Thygesen Geoffrey Daniel Dinesh fernando Anne s.Meyer Center for BioProcess Engineering Department of Chemical and Biochemical EngineeringTechnical University of Denmark Department of Forest Products Swedish University of Agricultural Sciences

Microbial fuel cells （MFCs） rely on microbial conversion of organic substrates to electricity. The optimal perfor- mance depends on the establishment of a microbial community rich in electrogenic bacteria. Usually this micro- bial community is established from inoculation of the MFC anode chamber with naturally occurring mixed inocula. In this study, the electrochemical performance of MFCs and microbial community evolution were eval- uated for three inocula including domestic wastewater （DW）, lake sediment （Ls） and biogas sludge （Bs） with varying substrate loading （Lsub） and external resistance （Rext） on the MFC. The electrogenic bacterium Geobacter sulfurreducens was identified in all inocula and its abundance during MFC operation was positively linked to the MFC performance. The Is inoculated MFCs showed highest abundance （18% ± 1%） of G. sulfurreducens, maximum current density [Imax = （690 ± 30） mA.m 2] and coulombic efficiency （CE = 29% ±1%） with acetate as the substrate./max and CE increased to （1780 ± 30） mA.m-2 and 58%± 1%, respectively, after decreasing the Rext from 1000 Ωto 200 Ω, which also correlated to a higher abundance ofG. sulfurreducens （21% ±0.7%） on the MFC anodic biofilm. The data obtained contribute to understanding the microbial community response to Lsub and Roy, for of timizing electricity eneration in MFCs.

关键词： Lake sediment Coulombic efficiency Denaturing gradient gel electrophoresis Geobacter sulfurreducens Anode polarisation resistance

Laparoscopic staging in hilar cholangiocarcinoma:Is it still justified?

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World Journal of Gastrointestinal Oncology 2013年第7期5卷 127-131页

作者： fernando Rotellar fernando Pardo HPB and Liver Transplant Unit Department of General and Abdominal SurgeryUniversity Clinic of NavarreUniversity of Navarre31008 PamplonaSpain

Radical resection remains the only potential curative therapy for hilar cholangiocarcinoma(HCCA).The aim of staging laparoscopic(sL) is to identify patients with previously undetected advanced disease who will not benefit from surgical palliation and therefore avoid unnecessary *** accuracy of non-invasive imaging techniques has significantly improved during the last *** a consequence,the diagnostic yield of sL of biliary tract malignancy should have decreased *** the same time,some authors have recently questioned the value of laparoscopic ultrasound(LUs) as a complement of *** this setting,the precise role of sL and LUs in the preoperative workup of HCCA remains *** it seems undoubtedly clear that its efficacy has decreased in the last decades,there is a general consensus that the universal use of sL shouldn't be recommended anymore;sL should be performed only in selected patients with higher risk of holding unresectable disease(T2/T3 or Bismuth type 3/4 and patients with suspicion of metastases).It would also be recommended in patients with potentially resectable disease who would need preoperative invasive ***,sL should be performed preceding laparotomy in one *** studies on the benefit of sL and LUs in this subset of HCCA patients are warranted.

关键词： Hilar cholangiocarcinoma Laparoscopy staging laparoscopy Laparoscopic ultrasound