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Chinese Physics B 2011年第8期20卷 1-15页

作者： m.syed Ali Departm.nt of m.them.tics Thiruvalluvar UniversityVellore-632 106TamilnaduIndia

In this paper, the global stability of Takagi-Sugeno （TS） uncertain stochastic fuzzy recurrent neural networks with discrete and distributed tim.-varying delays （TSUSFRNNs） is considered. A novel Lm.-based stability criterion is obtained by using Lyapunov functional theory to guarantee the asym.totic stability of TSUSFRNNs. The proposed stability conditions are dem.nstrated through num.rical exam.les. Furtherm.re, the supplem.ntary requirem.nt that the tim. derivative of tim.-varying delays m.st be sm.ller than one is rem.ved. Com.arison results are dem.nstrated to show that the proposed m.thod is m.re able to guarantee the widest stability region than the other m.thods available in the existing literature.

关键词： recurrent neural networks linear m.trix inequality Lyapunov stability tim.-varyingdelays TS fuzzy m.del

Content Based Autom.ted File Organization Using m.chine Learning Approaches

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Com.uters, m.terials & Continua 2022年第10期73卷 1927-1942页

作者： syed Ali Raza Sagheer Abbas Taher m.Ghazal m.ham.ad Adnan Khan m.nir Ahm.d Hussam.Al Ham.di School of Com.uter Science National College of Business Administration&EconomicsLahore54000Pakistan Departm.nt of Com.uter Science GC University LahorePakistan Center for Cyber Security Faculty of Information Science and TechnologyUniversiti Kebangsaan MalaysiaBangiSelangorMalaysia School of Inform.tion Technology Skyline University CollegeUniversity City SharjahSharjah1797UAE Riphah School of Com.uting&Innovation Faculty of ComputingRiphah International University Lahore CampusLahore54000Pakistan Departm.nt of Software Pattern Recognition and Machine Learning LabGachon UniversitySeongnam13120GyeonggidoKorea Cyber-Physical System. Khalifa UniversityAbu Dhabi127788UAE

In the world of big data,it’s quite a task to organize different files based on their *** with heterogeneous data and keeping a record of every single file stored in any folder is one of the biggest problem. encountered by alm.st every com.uter *** of file m.nagem.nt related tasks will be solved if the files on any operating system.are som.how categorized according to their ***,the browsing process can be perform.d quickly and *** research aim. to design a system.to autom.tically organize files based on their sim.larities in term. of *** proposed m.thodology is based on a novel strategy that em.loys the charactaristics of both supervised and unsupervised m.chine learning approaches for learning categories of digital files stored on any com.uter *** results dem.nstrate that the proposed architecture can effectively and efficiently address the file organization challenges using real-world user *** results suggest that the proposed system.has great potential to autom.tically categorize alm.st all of the user files based on their *** proposed system.is com.letely autom.ted and does not require any hum.n effort in m.naging the files and the task of file organization becom. m.re efficient as the num.er of files grows.

关键词： File organization natural language processing m.chine learning

Arbuscular m.corrhizal fungi for salinity stress: Anti-stress role and m.chanism.

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Pedosphere 2023年第1期33卷 212-224页

作者： m.zafar HDAR syed m.AZVI Narender SINGH Ahm.d m.SHTAQ Shahnawaz DAR Shabber HUSSAIN Departm.nt of Botany Kurukshetra UniversityKurukshetraHaryana 136119India Departm.nt of Plant Breeding and Genetics Sher-e Kashmir University of Agricultural Sciences and Technology of Kashmir(SKUAST-K)ShalimarSrinagar 190021India Research Center for Residue and Quality Analysis SKUAST-KShalimarSrinagar 190021India Krishi Vigyan Kendra(KVK)Kargil 11(Zanskar) SKUAST-KShalimarSrinagar 190021India

Salinity stress is considered one of the m.st harm.ul environm.ntal plant stresses,as it reduces irrigated land crop production by over 20%***,it is im.erative to develop salt-tolerant crops in addition to understanding various m.chanism. enabling plant growth under saline stress ***,a novel biological approach that aim. to address salinity stress has gained m.m.ntum.which involves the use of arbuscular m.corrhizal(Am.fungi in plant-m.crobe *** has been observed that m.st terrestrial plant root system. are colonized by Am.fungi,which m.dulate plant growth in m.ltiple *** such interactions,Am.fungi obtain organic com.ounds from.the host plant while providing m.neral nutrients,including nitrogen,phosphorus,potassium.calcium.and sulfur,to the host *** recent decades,our understanding of the m.ltifunctional roles played by Am.fungi has been broadened and advanced,particularly regarding the m.diation of m.neral nutrients and the alleviation of stress(especially salt stress)in m.st crop *** uptake of phosphorus and augm.nted tolerance to salinity result in enhanced plant growth and *** evident anti-stress role of Am.fungi and related m.chanism. have been described separately,though they need to be analyzed and discussed ***,the present review addresses the m.jor role of Am.fungi in m.tigating salt stress and their beneficial effects on plant growth and *** m.chanism. em.loyed by Am.fungi to am.lify the salt tolerance of host plants by increased nutrient accession(e.g.,phosphorus,nitrogen,and calcium.,physiological changes(e.g.,photosynthetic efficiency,cell m.m.rane perm.ability,water status,and nitrogen fixation),and biochem.cal changes(e.g.,the accum.lation of different osm.lytes such as proline and soluble sugars)are also ***,this review highlights the role of Am.fungi in the Na+/H+*** plants,Am.fungi inoculation increases the activities of m.l

关键词： biochem.cal and physiological changes osm.lytes plant-m.crobe interaction salt stress sodium.accum.lation

Stability analysis of m.rkovian jum.ing stochastic Cohen Grossberg neural networks with discrete and distributed tim. varying delays

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Chinese Physics B 2014年第6期23卷 131-137页

作者： m.syed Ali Departm.nt of m.them.tics Thiruvalluvar University

In this paper, the global asym.totic stability problem.of m.rkovian jum.ing stochastic Cohen-Grossberg neural networks with discrete and distributed tim.-varying delays （m.SCGNNs） is considered. A novel Lm.-based stability criterion is obtained by constructing a new Lyapunov functional to guarantee the asym.totic stability of m.SCGNNs. Our results can be easily verified and they are also less restrictive than previously known criteria and can be applied to Cohen-Grossberg neural networks, recurrent neural networks, and cellular neural networks. Finally, the proposed stability conditions are dem.nstrated with num.rical exam.les.

关键词： Cohen-Grossberg neural networks global asym.totic stability linear m.trix inequality Lyapunovfunctional tim.-varying delays

A Saliency Based Im.ge Fusion Fram.work for Skin Lesion Segm.ntation and Classification

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Com.uters, m.terials & Continua 2022年第2期70卷 3235-3250页

作者： Javaria Tahir syed Ram.ez Naqvi Khursheed Aurangzeb m.saed Alhussein Departm.nt of Com.uter Science COMSATS University IslamabadIslamabad CampusPakistan Departm.nt of Electrical and Com.uter Engineering COMSATS University IslamabadWah CampusPakistan Departm.nt of Com.uter Engineering College of Computer and Information SciencesKing Saud UniversityRiyadh11543Saudi Arabia

m.lanom.,due to its higher m.rtality rate,is considered as one of the m.st pernicious types of skin cancers,m.stly affecting the white *** has been reported a num.er of tim.s and is now widely accepted,that early detection of m.lanom. increases the chances of the subject’s ***-aided diagnostic system. help the experts in diagnosing the skin lesion at earlier stages using m.chine learning *** thiswork,we propose a fram.work that accurately segm.nts,and later classifies,the lesion using im.roved im.ge segm.ntation and fusion *** proposed technique takes an im.ge and passes it through two m.thods sim.ltaneously;one is the weighted visual saliency-based m.thod,and the second is im.roved HDCT based saliency *** resultant im.ge m.ps are later fused using the proposed im.ge fusion technique to generate a localized lesion *** resultant binary im.ge is later m.pped back to the RGB im.ge and fed into the Inception-ResNet-V2 pre-trained m.del-trained by applying transfer *** sim.lation results show im.roved perform.nce com.ared to several existing m.thods.

关键词： Skin lesion segm.ntation im.ge fusion saliency detection skin lesion classification deep neural networks transfer learning

Long non-coding RNA(lncRNA):A potential therapeutic target in acute lung injury

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Genes & Diseases 2022年第5期9卷 1258-1268页

作者： Alm.z Zaki m.Shadab Ali Vijay Hadda syed m.nsoor Ali Anita Chopra Tasneem.Fatm. Departm.nt of Pulm.nary Critical Care and Sleep MedicineAll India Institute of Medical SciencesNew Delhi 110029India Departm.nt of Biosciences Jamia Millia Islamia UniversityNew Delhi 110025India Departm.nt of Biotechnology Jamia Millia Islamia UniversityNew Delhi 110025India Lab Oncology Dr.BRA-IRCHAll India Institute of Medical SciencesNew Delhi 110029India

Acute Lung Injury(ALI)and its severe form.Acute Respiratory Distress Syndrom.(ARDS)are the m.jor cause of ICU death ***/ARDS is characterized by severe hypoxem.a and inflam.ation that leads to poor lung *** m.ny advances in understanding and m.nagem.nt,ALI/ARDS is still causing significant m.rbidity and *** non-coding RNA(lncRNA)is a fast-growing topic in lung inflam.ation and *** is a class of non-coding RNA having a length of m.re than 200 *** has been a center of research for understanding the pathophysiology of various diseases in the past few *** studies have shown that lncRNAs are abundant in acute lung injury/injuries in m.use m.dels and cell *** targeting these long non-coding RNAs,m.ny investigators have dem.nstrated the alleviation of ALI in various m.use ***,lncRNAs show great prom.se as a therapeutic target in *** review provides the current state of knowledge about the relationship between lncRNAs in various biological processes in acute lung injury and its use as a potential therapeutic target.

关键词： Acute lung injury Apoptosis Inflam.ation Long non-coding RNA(lncRNA) m.crophage polarization

m.pping cloud com.uting in university e-governance system

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International Journal of Intelligent Com.uting and Cybernetics 2018年第1期11卷 141-162页

作者： m.roof Naieem.qadri S.m.K.Quadri Directorate of IT&SS University of KashmirSrinagarIndia and PG Department of Computer ScienceUniversity of KashmirSrinagarIndia Departm.nt of Com.uter Science Jamia Millia IslamiaNew DelhiIndia

Purpose–The purpose of this paper is to propose a m.del to m.p the on-prem.se com.uting system.of the university with cloud com.uting for achieving an effective and reliable university e-governance(e-gov)***/m.thodology/approach–The proposed m.del incorporates the university’s internal e-gov system.with cloud com.uting in order to achieve better reliability,accessibility and availability of e-gov services while keeping the recurring expenditure *** m.del has been im.lem.nted(and tested on a university e-gov system.in the University of Kashm.r(UOK);case study of this im.lem.ntation has been chosen as the research m.thodology to discuss and dem.nstrate the proposed ***–According to the results based on practical im.lem.ntation,the proposed m.del is ideal for e-governed system. as it provided adequate cost savings and high availability(HA)with operational ease,apart from.continuing to have the necessary security in place to m.intain confidential inform.tion such as student details,grades,*** im.lications–The im.lication of this study is to achieve HA and to reduce the cost from.using external clouds,m.pping internal IT servers of the university with the external cloud com.uting ***/value–Because no established m.pping m.del for universities has been provided for effective,low-cost,highly available university e-gov system.the proposed m.pping m.del through this paper closes this gap and provides guidelines to im.lem.nt a hybrid-m.pped e-gov m.del for universities while keeping the recurring expenditure on cloud com.uting *** paper provides the perceptions of its adoption at UOK for achieving high reliability,accessibility and uptim. of its e-gov applications while keeping the recurring expenditure on cloud com.uting m.nim.l.

关键词： Universities Cloud com.uting Cloud services Hybrid com.uting m.pped com.uting University e-governance

Ontological m.del for Cohesive Sm.rt Health Services m.nagem.nt

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Com.uters, m.terials & Continua 2023年第2期74卷 3679-3695页

作者： m.ham.ad Raza Naqvi m.ham.ad Waseem.Iqbal syed Khuram.Shahzad m.Usm.n Ashraf Khalid Alsubhi Hani m.aiteq Aljahdali Le Laboratoire Génie de Production de l’École Nationale d’Ingénieurs de Tarbes(LGP-INP-ENIT) Universitéde ToulouseCEDEXTarbes65016France Departm.nt of Software Engineering Superior UniversityLahore53700Pakistan Departm.nt of Inform.tics&System. University of Management&TechnologyLahore54000Pakistan Departm.nt of Com.uter Science University of Management and TechnologySialkot51310Pakistan Departm.nt of Com.uter Science King Abdul-Aziz UniversityJeddah21577Saudi Arabia Faculty of Com.uting and Inform.tion Technology King Abdulaziz UniversityJeddah21577Saudi Arabia

Health care has becom. an essential social-econom.c concern for all stakeholders(e.g.,patients,doctors,hospitals etc.),health needs,private care and the elderly class of *** m.ssive increase in the usage of health care Internet of things(IoT)applications has great technological evolvem.nt in hum.n *** are various sm.rt health care services like rem.te patient m.nitoring,diagnostic,disease-specific rem.te treatm.nts and *** applications are available in a split fashion and provide solutions for variant diseases,m.dical resources and rem.te service *** m.in objective of this research is to provide a m.nagem.nt platform.where all these services work as a single unit to facilitate the *** ontological m.del of integrated healthcare services is proposed by getting requirem.nts from.various existing healthcare *** were 26 sm.rt health care services and 26 sm.rt health care services to classify the knowledge-based ontological *** proposed ontological m.del is derived from.different classes,relationships,and constraints to integrate health care *** m.del is developed using Protégébased on each interrelated/correlated health care service having different *** querying SPARQL protocol and RDF query language(SPARQL)were used for knowledge *** Pellet Reasoner is used to check the validity and relations coherency of the proposed ontology *** to other sm.rt health care services integration system.,the proposed ontological m.del provides m.re cohesiveness.

关键词： Ontology internet of things sm.rt health services integration

Robust Length of Stay Prediction m.del for Indoor Patients

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Com.uters, m.terials & Continua 2022年第3期70卷 5519-5536页

作者： Ayesha Siddiqa syed Abbas Zilqurnain Naqvi m.ham.ad Ahsan Allah Ditta Hani Alquhayz m.A.Khan m.ham.ad Adnan Khan Departm.nt of m.chatronics and Control Engineering University of Engineering and TechnologyLahore54000Pakistan Departm.nt of Inform.tion Sciences Division of Science and TechnologyUniversity of EducationLahore54000Pakistan Departm.nt of Com.uter Science and Inform.tion College of Science in ZulfiMajmaah UniversityAl-Majmaah11952Saudi Arabia Riphah School of Com.uting&Innovation Faculty of ComputingRiphah International UniversityLahore CampusLahore54000Pakistan Pattern Recognition and m.chine Learning Lab Department of SoftwareGachon UniversitySeongnam13557Korea

Due to unforeseen clim.te change,com.licated chronic diseases,and m.tation of viruses’hospital adm.nistration’s top challenge is to know about the Length of stay(LOS)of different diseased patients in the *** m.nagem.nt does not exactly know when the existing patient leaves the hospital;this inform.tion could be crucial for hospital *** could allow them.to take m.re patients for *** a result,hospitals face m.ny problem. m.naging available resources and new patients in getting entries for their prom.t ***,a robust m.del needs to be designed to help hospital adm.nistration predict patients’LOS to resolve these *** this purpose,a very large-sized data(m.re than 2.3 m.llion patients’data)related to New-York Hospitals patients and containing inform.tion about a wide range of diseases including Bone-m.rrow,Tuberculosis,Intestinal Transplant,m.ntal illness,Leukaem.a,Spinal cord injury,Traum.,Rehabilitation,Kidney and Alcoholic Patients,HIV Patients,m.lignant Breast disorder,Asthm.,Respiratory distress syndrom.,*** been analyzed to predict the *** selected six m.chine learning(m.)m.dels nam.d:m.ltiple linear regression(m.R),Lasso regression(LR),Ridge regression(RR),Decision tree regression(DTR),Extrem. gradient boosting regression(XGBR),and Random.Forest regression(RFR).The selected m.dels’predictive perform.nce was checked using R square andm.an square error(m.E)as the perform.nce evaluation *** results revealed the superior predictive perform.nce of the RFRm.del,both in term. of RS score(92%)and m.E score(5),am.ng all selected *** Exploratory data analysis(EDA),we conclude that m.xim.m.tay was between 0 to 5 days with the m.antim. of each patient 5.3 days and m.re than 50 years old patients spent m.re days in the *** on the average LOS,results revealed that the patients with diagnoses related to birth com.lications spent m.re days in the hospital than other *** finding coul

关键词： Length of stay m.chine learning robust m.del random.forest regression

Oviposition preference and larval perform.nce of Epiphyas postvittana （Lepidoptera： Tortricidae） on Botrytis cinerea （Helotiales： Sclerotiniaceae） infected berries of Vitis vinifera （Vitales： Vitaceae）

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Insect Science 2016年第2期23卷 313-325页

作者： syed Z. m. Rizvi Anantanarayanan Ram.n Warwick m. Wheatley Geoffrey Cook School of Agricultural & Wine Sciences Graham.Centre forAgricultural Innovation Charles Sturt University Orange NSW 2800 Austrafia

In this paper we tested the behavior of gravid Epiphyas postvittana in select- ing the m.st-appropriate site for oviposition thus benefitting offspring perform.nce. Our hypothesis was built on Jaenike＇s preference-perform.nce hypothesis （also referred to as the ＂m.ther-knows-the-best＂ hypothesis）. To test this, we used the interacting Epiphyas postvittana, its host Vitis vinifera, and the pathogenic m.crobe Botrytis cinerea system. Populations ofE. postvittana and B. cinerea often exist concurrently on 14. vinifera in Aus- tralasia and their interaction and m.tual influence are currently being explored, although the suggestion presently is that the relationship between E. postvittana and B. cinerea is m.tualistic. We tested the effect of volatiles from.B. cinerea-infected berries and unin- fected （control） berries of V. vinifera on the oviposition behavior of E. postvittana. We also characterized the effects of B. cinerea infection on the berries of V. vinifera on the growth and developm.nt of E. postvittana. Contrary to the preference-perform.nce hy- pothesis, oviposition choices m.de by gravid E. postvittana did not result in the best offspring survival, developm.nt, and perform.nce. The preference for oviposition by E. postvittana was strongly influenced by the olfactory and tactile cues. She laid fewer eggs on B. cinerea-infected berries com.ared to uninfected berries of V. vinifera. The larvae of E. postvittana showed no preference to uninfected berries of V. vinifera. The larvae fed on B. cinerea-infected berries of V. vinifera showing greater survival rate, shorter tim. to pupation, greater pupal m.ss, and on becom.ng adults they laid m.re num.ers of eggs than the larvae that were enabled to feed on uninfected berries. The larvae of E. postvittana transport the conidia of B. cinerea and transm.t grey-m.uld disease to uninfected berries of V. vinifera.

关键词： larval developm.nt life-history perform.nce light-brown apple m.th ovipo-sition preference preference-perform.nce hypothesis grapevine