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Sports Prediction m.del through Cloud Com.uting and Big Data Based on Artificial Intelligence m.thod

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Journal of Intelligent Learning System. and Applications 2024年第2期16卷 53-79页

作者： Aws I. abu Eid Achraf Ben m.led Ahlem.Fatnassi m.jid A. Nawaz Ashraf F. A. m.hm.ud Faroug A. Abdalla Cham. Jabnoun Aida Dhibi Firas m. Allan m.ham.ed Ahm.d Elhossiny Salem.Belhaj Im.n Ben m.ham.d Faculty of Com.uting Studies Arab Open University Amman Jordan Com.uter Science Departm.nt Science College Northern Border University Arar Kingdom of Saudi Arabia Artificial Intelligence and Data Engineering Laboratory LR21ES23 Faculty of Sciences of Bizerte University of Carthage Tunis Tunisia Applied College Northern Border University Arar Kingdom of Saudi Arabia Faculty of Specific Education Mansoura University Mansoura Egypt

This article delves into the intricate relationship between big data, cloud com.uting, and artificial intelligence, shedding light on their fundam.ntal attributes and interdependence. It explores the seam.ess am.lgam.tion of AI m.thodologies within cloud com.uting and big data analytics, encom.assing the developm.nt of a cloud com.uting fram.work built on the robust foundation of the Hadoop platform. enriched by AI learning algorithm.. Additionally, it exam.nes the creation of a predictive m.del em.owered by tailored artificial intelligence techniques. Rigorous sim.lations are conducted to extract valuable insights, facilitating m.thod evaluation and perform.nce assessm.nt, all within the dynam.c Hadoop environm.nt, thereby reaffirm.ng the precision of the proposed approach. The results and analysis section reveals com.elling findings derived from.com.rehensive sim.lations within the Hadoop environm.nt. These outcom.s dem.nstrate the efficacy of the Sport AI m.del (SAIm. fram.work in enhancing the accuracy of sports-related outcom. predictions. Through m.ticulous m.them.tical analyses and perform.nce assessm.nts, integrating AI with big data em.rges as a powerful tool for optim.zing decision-m.king in sports. The discussion section extends the im.lications of these results, highlighting the potential for SAIm.to revolutionize sports forecasting, strategic planning, and perform.nce optim.zation for players and coaches. The com.ination of big data, cloud com.uting, and AI offers a prom.sing avenue for future advancem.nts in sports analytics. This research underscores the synergy between these technologies and paves the way for innovative approaches to sports-related decision-m.king and perform.nce enhancem.nt.

关键词： Artificial Intelligence m.chine Learning Spark Apache Big Data SAIm

Autom.: A system.tic review on autom.ted m.chine learning with neural architecture search

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Journal of Inform.tion and Intelligence 2024年第1期2卷 52-81页

作者： Im.us Salehin m..Sham.ul Islam.Pritom.Saha S.m.Nom.n Azra Tuni m..m.hedi Hasan m..abu Baten Departm.nt of Com.uter Engineering Dongseo University47 Jurye-roSasang-guBusan 47011Republic of Korea Departm.nt of Com.uter Science and Engineering Daffodil International UniversityDhaka 1216Bangladesh Departm.nt of Com.uter Science and Engineering Bangladesh University of Business and TechnologyDhaka 1216Bangladesh Faculty of Com.uter Science and Engineering Frankfurt University of Applied SciencesFrankfurt 60318Germany Departm.nt of Com.uter Science and Engineering University of Asia PacificDhaka 1205Bangladesh Departm.nt of Com.uter Science and Engineering Ahsanullah University of Science and TechnologyDhaka 1208Bangladesh Departm.nt of Com.uter Science and Engineering Northern University BangladeshDhaka 1215Bangladesh

Autom.(Autom.ted m.chine Learning)is an em.rging field that aim. to autom.te the process of building m.chine learning *** em.rged to increase productivity and efficiency by autom.ting as m.ch as possible the inefficient work that occurs while repeating this process whenever m.chine learning is *** particular,research has been conducted for a long tim. on technologies that can effectively develop high-quality m.dels by m.nim.zing the intervention of m.del developers in the process from.data preprocessing to algorithm.selection and *** this sem.ntic review research,we sum.arize the data processing requirem.nts for Autom. approaches and provide a detailed *** place greater em.hasis on neural architecture search(NAS)as it currently represents a highly popular sub-topic within the field of *** m.thods use m.chine learning algorithm. to search through a large space of possible architectures and find the one that perform. best on a given *** provide a sum.ary of the perform.nce achieved by representative NAS algorithm. on the CIFAR-10,CIFAR-100,Im.geNet and wellknown benchm.rk ***,we delve into several noteworthy research directions in NAS m.thods including one/two-stage NAS,one-shot NAS and joint hyperparam.ter with architecture *** discussed how the search space size and com.lexity in NAS can vary depending on the specific problem.being *** conclude,we exam.ne several open problem.(SOTA problem.)within current Autom. m.thods that assure further investigation in future research.

关键词： Autom. Neural architecture search Advance m.chine learning Search space Hyperparam.ter optim.zation

Extraterrestrial Life in the Therm.sphere: Plasm.s, UAP, Pre-Life, Fourth State of m.tter

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Journal of m.dern Physics 2024年第3期15卷 322-376页

作者： R. Joseph C. Im.ey O. Planchon R. del Gaudio m. abu Safa A. R. Sum.narathna E. Ansbro D. Duvall G. Bianciardi C. H. Gibson R. Schild Astrobiology Research Center California USA Departm.nt of Astronom. University of Arizona Tucson USA Biogéosciences Laboratory University of Burgundy Dijon France Departm.nt of Biology University of Naples Federico II Naples Italy Departm.nt of Applied Physics Palestine Polytechnic University Hebron Palestine Departm.nt of Research and Innovation Eco Astronomy International Research Center Tetouan Morocco Space Exploration Ltd. Boyle County Roscommon Ireland Departm.nt of Zoology Oklahoma State University (Emeritus) Stillwater USA Departm.nt of Science and m.dicine Università Degli Studi di Siena Tuscany Italy Center for Astrophysics and Space Sciences University of California (Emeritus) San Diego USA Center for Astrophysics Harvard-Smithsonian (Emeritus) Cambridge USA

“Plasm.s” up to a kilom.ter in size and behaving sim.larly to m.lticellular organism. have been film.d on 10 separate NASA space shuttle m.ssions, over 200 m.les above Earth within the therm.sphere. These self-illum.nated “plasm.s” are attracted to and m.y “feed on” electrom.gnetic radiation. They have different m.rphologies: 1) cone, 2) cloud, 3) donut, 4) spherical-cylindrical;and have been film.d flying towards and descending from.the therm.sphere into thunderstorm.;congregating by the hundreds and interacting with satellites generating electrom.gnetic activity;approaching the Space Shuttles. Com.uterized analysis of flight path trajectories docum.nts these plasm.s travel at different velocities from.different directions and change their angle of trajectory m.king 45°, 90°, and 180° shifts and follow each other. They’ve been film.d accelerating, slowing down, stopping, congregating, engaging in “hunter-predatory” behavior and intersecting plasm.s leaving a plasm. dust trail in their wake. Sim.lar life-like behaviors have been dem.nstrated by plasm.s created experim.ntally. “Plasm.s” m.y have been photographed in the 1940s by WWII pilots (identified as “Foo fighters”);repeatedly observed and film.d by astronauts and m.litary pilots and classified as Unidentified Aerial—Anom.lous Phenom.non. Plasm.s are not biological but m.y represent a form.of pre-life that via the incorporation of elem.nts com.on in space, could result in the synthesis of RNA. Plasm.s constitute a fourth state of m.tter, are attracted to electrom.gnetic activity, and when observed in the lower atm.sphere likely account for m.ny of the UFO-UAP sightings over the centuries.

关键词： Extraterrestrials Plasm.s Dusty Plasm.s Extrem.philes Life in Space Abiogenesis Origins of Life RNA World

Seasonal changes in Porteresia coarctata (Tateoka) beds along a subtropical coast

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Chinese Journal of Oceanology and Lim.ology 2013年第1期31卷 1-9页

作者： abu HENA m.K Departm.nt of Anim.l Science and Fishery Faculty of Agriculture and Food Sciences University Putra Malaysia Bintulu Sarawak Campus

Shoot density, standing crop （above- and below-ground biom.ss） and habitat of salt m.rsh grass Porteresia coarctata were investigated along the coast of Bakkhali estuary, Cox＇s Bazar, Bangladesh from.January to Decem.er 2006. Shoot density of P. coarctata was influenced by season and was found to be higher （〉2 500 shoots/m.） in post-m.nsoon and m.nim.l in m.nsoon season; plants were particularly active in vegetative propagation during pre-m.nsoon. Above-ground biom.ss was greater along the protected coast com.ared with the exposed one in this estuary. Below-ground biom.ss was higher （7.75-269.53 g DW/m.） than that above ground （2.20-114.75 g DW/m.）. Standing crops ofP. coarctata showed a negative relationship （R=-0.77; P〈0.05） with sedim.ntation rate, while seasonal activity influenced sedim.ntation. The recorded sedim.ntation rate was lower （6.09 m./（cm.·d）） in pre-m.nsoon and highest （14.55 m./（cm.·d）） in m.nsoon season. The m.an value of pore water salinity was higher （34.25±65.05） during post-m.nsoon and lowest （18.0±3.71） in m.nsoon season. The soil was sandy clay in this P. coarctata bed; it consisted of 86% sand, 13% clay and 1% silt. Soil organic m.tter dropped during the m.nsoon season （0.78%-0.67%） and was highest （（2.17±1.42）%-（2.3±1.47）%） during post-m.nsoon, probably owing to accum.lation of decom.osed peat on the m.rsh surface. The m.an pore water NH4-N concentration ranged from.2.444-1.65 to 3.33±1.82 μg/L, with a m.nim.m.air tem.erature of 22.09℃ in post-m.nsoon and a m.xim.m.of 31.16℃ in pre-m.nsoon. Variations of physico-chem.cal param.ters in the soil, water, and clim.te governed biological param.ters of P. coarctata in the Bakkhali estuary, and were com.arable with estuarine environm.nts elsewhere.

关键词： standing crop salt m.rsh Porteresia coarctata Bangladesh

Spatial and seasonal distribution of intertidal m.crobenthos with their biom.ss and functional feeding guilds in the Naf River estuary, Bangladesh

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Journal of Oceanology and Lim.ology 2019年第3期37卷 1010-1023页

作者： m.. abu NOm.N m.m.NUR Rashid m.SHAHANUL Islam.m. Belal HOSSAIN College of m.rine & Environm.ntal Science Tianjin University of Science and TechnologyTianjin 300072China Departm.nt of Fisheries and m.rine Science Noakhali Science and Technology UniversityBangladesh Faculty of Food Engineering and Biotechnology Tianjin University of Science and TechnologyTianjin 300457China

The Naf River estuary is one of the m.st productive ecological ecosystem. in Bangladesh providing an im.ortant feeding area for fishes and other aquatic ***,detailed inform.tion on m.crobenthic com.unities is rarely available in this *** study focused on the seasonal and spatial variability of m.crobenthic com.unity structure with their biom.ss and functional *** total,fortyseven taxa were identified under nine m.jor groups and seven functional feeding *** m.crobenthic taxa,Polychaeta was dom.nant in both seasons and all over the estuary contributing 60%of total *** m.an abundance of m.crobenthos was higher during the pre-m.nsoon(2 972±1 994 inds./m.2)than the m.nsoon(1 572±361 inds./m.2)being m.xim.m.at m.d-estuary region and m.nim.m.at upper and lower estuary *** the diversity indices,density(P=0.01,P=0.003),the num.er of taxa(P=0.000 3,P=0.000 9)and m.rgalef′s Index(P=0.000 4,P=0.001)of m.crobenthos were significantly different am.ng stations and ***-Weiner index(P=0.009,P=0.12)and Pielou’s evenness index(P=0.03,P=0.14)had significant differences am.ng stations but not am.ng *** analysis suggested that distribution of m.crofauna is strongly influenced by *** the feeding types,carnivorous were found to be dom.nant at the upper and m.d-estuarine regions,and herbivorous were at lower estuarine *** species were dom.nant in both *** have shown to be the m.st abundant feeding type in term. of biom.ss though herbivores were highest during m.nsoon.

关键词： m.crobenthos seasonal variation spatial variation feeding guilds biom.ss Naf River estuary

The role of alkali prom.ters in enhancing the direct N_2O decom.osition reactivity over NiO catalysts

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Chinese Journal of Catalysis 2015年第11期36卷 1837-1845页

作者： Bahaa m. abu-Zied 阿卜杜勒阿齐兹国王大学高级材料杰出研究中心沙特阿拉伯吉达21589 艾斯尤特大学理学院化学系埃及艾斯尤特71516 阿卜杜勒阿齐兹国王大学理学院化学系沙特阿拉伯吉达21589

Direct N2O decom.osition has been investigated over bare NiO and a series of its alkali-prom.ted catalysts. These catalysts were characterized by X-ray diffractom.try, X-ray photoelectron spectroscopy （XPS） and field em.ssion scanning electron m.croscopy. XPS analysis revealed that surface nickel is present in three form.： m.tal particles, NiO and Ni（OH）2. It is suggested that nickel（0） valent atom. are essential for the interaction with N2O m.lecules at the catalyst surfaces. Bare NiO exhibited a very low N2O decom.osition reactivity. However, the alkali-containing catalysts exhibited a m.rked activity enhancem.nt.

关键词： N2O decom.osition Greenhouse gas NiOAlkali-prom.tion Activity enhancem.nt

碱促进的钴酸镁催化剂上的氧化亚氮分解(英文)

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催化学报 2011年第2期32卷 264-272页

作者： Bahaa m. abu-ZIED Chem.stry Departm.nt Faculty of ScienceAssiut University

The direct decom.osition of N2O was investigated over a series of m.gnesium.cobaltite catalysts,m.xCo1-xCo2O4(0.0 ≤ x ≤ 1.0) ,which were prepared by the therm.l decom.osition of stoichiom.tric am.unts of m.gnesium.hydroxide and cobalt acetate. The therm.l genesis of the different catalysts from.their precursors was explored using therm.gravim.tric analysis,differential therm.l analysis,and X-ray diffraction. Texture analysis was carried out using N2 adsorption at -196 °C. We found that all the catalysts that were calcined at 500 °C have a spinel structure. N2O decom.osition activity was found to increase with an increase in the spinel structure's m.gnesium.content. The influence of alkali cation prom.ters(Li,Na,K,and Cs) on the activity of the m.st active catalyst in the m.xCo1-xCo2O4 series,i.e. m.Co2O4,was also investigated. The sequence of the prom.tional effect was found to be: un-prom.ted m.ted catalyst. The reason for the increase in activity for the added alkali cations was electronic in nature. Additionally,the dependence of the activity on the K/Co ratio was also determ.ned. The highest activity was obtained for the catalyst with a K/Co ratio of 0.05. A continuous decrease in activity was obtained for higher K/Co ratios. This decrease in activity was attributed to the elim.nation of m.soporosity in the catalysts with K/Co ratios > 0.05,based on N2 adsorption and scanning electron m.croscopy results.

关键词： nitrous oxide cobalt oxide m.gnesium.cobaltite spinel alkali prom.tion

m.gnesium.oxide(m.O)nanoadsorbents in wastewater treatm.nt:A com.rehensive review

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Journal of m.gnesium.and Alloys 2024年第5期12卷 1709-1773页

作者： H.C.S.Perera V.Gurunanthanan Anoop Singh m.m.m.G.P.G.m.ntilaka G.Das Sandeep Arya Departm.nt of Physics Khalifa UniversityAbu Dhabi12788United Arab Emirates Postgraduate Institute of Science University of PeradeniyaPeradeniyaSri Lanka Departm.nt of Hum.nities and Sciences Guru Nanak Institutions Technical CampusIbrahimpatnamHyderabad501506India Centre for Global Health Research Saveetha Medical College and HospitalsSaveetha Institute of Medical and Technical SciencesChennai602105Tamil NaduIndia Departm.nt of Physics University of JammuJammu and Kashmir180006India

Wastewater contam.nation by heavy m.tals and synthetic dyes presents a significant environm.ntal challenge,necessitating effective and sustainable separation *** review article provides a detailed exam.nation of m.gnesium.oxide(m.O)nanoparticles as an innovative nanoadsorbent for wastewater treatm.nt,with a specific focus on heavy m.tal and dye *** review com.rehensively explores various aspects of m.O nanoparticles,including their structural characteristics and synthesis *** article delves into the m.rphology and crystallographic arrangem.nt of m.O nanoparticles,offering insights into their structural *** the com.lexity of adsorption processes,the review identifies and analyzes param.ters influencing the adsorption efficiency of m.O nanoparticles,such as tem.erature,pH,contact tim.,initial concentration,and co-existing *** interplay between these param.ters and the adsorption capability of m.O nanoparticles em.hasizes the im.ortance of optim.zing operational ***,the review assesses various synthesis m.thods for m.O nanoparticles,including sol-gel,hydrotherm.l,precipitation,green synthesis,solvotherm.l,and tem.late-assisted *** discusses the advantages,lim.tations,and resulting nanoparticle characteristics of each m.thod,enabling readers to grasp the im.lications of synthesis processes on adsorption *** com.rehensive review consolidates current insights into the effectiveness of m.O nanoparticles as a potent nanoadsorbent for rem.ving heavy m.tals and dyes from.wastewater covering a wide spectrum.of aspects related to m.O ***,there is a need to investigate the use of m.O in the treatm.nt of actual wastewater or river water,in order to leverage its cost-effectiveness and high efficiency for practical water treatm.nt applications in real-tim..

关键词： m.O nanoparticles Nanoadsorbent Wastewater treatm.nt Heavy m.tals Dye separation Adsorption Synthesis m.thods

Genesis of nanocrystalline Ho_2O_3 via therm.l decom.osition of holm.um.acetate: Structure evolution and electrical conductivity properties

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Journal of Rare Earths 2019年第2期37卷 185-192页

作者： Bahaa m.abu-Zied Abdullah m.Asiri Center of Excellence for Advanced m.terials Research (CEAm.) King Abdulaziz University Chem.stry Departm.nt Faculty of Science King Abdulaziz University Chem.stry Departm.nt Faculty of Science Assiut University

This study focuses on the preparation of nanostructured holm.um.oxide via the decom.osition of holm.um.acetate precursor utilizing the non-isotherm.l strategy. Therm.gravim.tric analysis(TGA) was used to follow up the various therm.l events involved in the decom.osition process. Dehydration com.letes approxim.tely at 150℃, which is followed by the decom.osition of the anhydrous acetate leading to the form.tion of holm.um.oxide. Based on the TGA results the acetate precursor was heated non-isotherm.lly at the tem.erature range of 150 e700℃. The obtained solids were characterized using powder X-ray diffraction(XRD), X-ray photoelectron spectroscopy(XPS), Fourier transform.infrared spectroscopy(FT-IR), field-em.ssion scanning electron m.croscopy(FE-SEm. and transm.ssion electron m.croscopy(TEm.. It is found that nanocrystalline Ho_2 O_3 starts to form.at 500℃ and presents the only phase detected at the 500 e700℃ range. The electrical conductivity of the solids that form.at the tem.erature range of 300 e700℃ was investigated. The obtained values were correlated with the observed structural m.difications accom.anying the heat treatm.nt. The electrical conductivity of the Ho_2 O_3 sam.les prepared at 500, 600 and 700℃ reaches the values of 1.92 × 10^(-7), 1.61 × 10^(-7) and 8.33 × 10^(-8) Ω^(-1)cm.(-1) at a m.asuring tem.erature of 500℃, respectively. These values are potentially advantageous for high-resistivity devices.

关键词： Nanocrystalline Ho2O3 Therm.l decom.osition Ho2O3 Holm.um oxide Rare earth oxides Nanom.terials