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Seeker Optimization with Deep Learning Enabled Sentiment Analysis on Social Media;

Computers, Materials & Continua 2022年第12期73卷 5985-5999页

作者： Hanan M.Alghamdi saadia H.A.Hamza Aisha M.Mashraqi Sayed Abdel-Khalek Department of Computer Science College of Computing Al-QunfidhahUmm Al-Qura UniversitySaudi Arabia Department of Computer Science College of Science and HumanitiesSlayelPrince Sattam Bin AbdulAziz UniversitySaudi Arabia Department of Computer Science College of Computer Science and Information SystemsNajran UnivesityNajran61441Saudi Arabia Department of Mathematics College of ScienceTaif UniversityP.O.Box 11099Taif21944Saudi Arabia Department of Mathematics Faculty of ScienceSohag UniversitySohagEgypt

World Wide Web enables its users to connect among themselves through social networks,forums,review sites,and blogs and these interactions produce huge volumes of data in various forms such as emotions,sentiments,views,*** Analysis(SA)is a text organization approach that is applied to categorize the sentiments under distinct classes such as positive,negative,and ***,Sentiment Analysis is challenging to perform due to inadequate volume of labeled data in the domain of Natural Language Processing(NLP).Social networks produce interconnected and huge data which brings complexity in terms of expanding SA to an extensive array of ***,there is a need exists to develop a proper technique for both identification and classification of sentiments in social *** get rid of these problems,Deep Learning methods and sentiment analysis are consolidated since the former is highly efficient owing to its automatic learning *** current study introduces a Seeker Optimization Algorithm with Deep Learning enabled SA and Classification(SOADL-SAC)for social *** presented SOADL-SAC model involves the proper identification and classification of sentiments in social *** order to attain this,SOADL-SAC model carries out data preprocessing to clean the input *** addition,Glove technique is applied to generate the feature ***,Self-Head Multi-Attention based Gated Recurrent Unit(SHMA-GRU)model is exploited to recognize and classify the ***,Seeker Optimization Algorithm(SOA)is applied to fine-tune the hyperparameters involved in SHMA-GRU model which in turn enhances the classifier *** order to validate the enhanced outcomes of the proposed SOADL-SAC model,various experiments were conducted on benchmark *** experimental results inferred the better performance of SOADLSAC model over recent state-of-the-art approaches.

关键词： Sentiment analysis classification of sentiment social media seeker optimization algorithm glove embedding natural language processing

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Bit Rate Reduction in Cloud Gaming Using Object Detection Technique

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Computers, Materials & Continua 2021年第9期68卷 3653-3669页

作者： Daniyal Baig Tahir Alyas Muhammad Hamid Muhammad Saleem saadia Malik Nadia Tabassum Natash Ali Mian Department of Computer Science Lahore Garrison UniversityLahore54000Pakistan Department of Statistics and Computer Science University of Veterinary and Animal SciencesLahore54000Pakistan Department of Industrial Engineering Faculty of EngineeringRabighKing Abdulaziz UniversityJeddah21589Saudi Arabia Department of Information Systems Faculty of Computing and Information Technology-RabighKing Abdulaziz UniversityJeddah21589Saudi Arabia Department of Computer Science Virtual University of PakistanLahore54000Pakistan School of Computer and Information Technology Beaconhouse National University Lahore53700Pakistan

The past two decades witnessed a broad-increase in web technology and on-line *** the broadband confinements is viewed as one of the most significant variables that prompted new gaming *** immense utilization of web applications and games additionally prompted growth in the handled devices and moving the limited gaming experience from user devices to online cloud *** internet capabilities are enhanced new ways of gaming are being used to improve the gaming *** cloud-based video gaming,game engines are hosted in cloud gaming data centers,and compressed gaming scenes are rendered to the players over the internet with updated *** such systems,the task of transferring games and video compression imposes huge computational complexity is required on cloud *** basic problems in cloud gaming in particular are high encoding time,latency,and low frame rates which require a new methodology for a better *** improve the bandwidth issue in cloud games,the compression of video sequences requires an alternative mechanism to improve gaming adaption without input *** this paper,the proposed improved methodology is used for automatic unnecessary scene detection,scene removing and bit rate reduction using an adaptive algorithm for object detection in a game *** a result,simulations showed without much impact on the players’quality experience,the selective object encoding method and object adaption technique decrease the network latency issue,reduce the game streaming bitrate at a remarkable scale on different *** proposed algorithm was evaluated for three video game *** this paper,achieved 14.6%decrease in encoding and 45.6%decrease in bit rate for the first video game scene.

关键词： Video encoding object detection bit rate reduction game video motion estimation computational complexity

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Load Balancing Framework for Cross-Region Tasks in Cloud Computing

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Computers, Materials & Continua 2022年第1期70卷 1479-1490页

作者： Jaleel Nazir Muhammad Waseem Iqbal Tahir Alyas Muhammad Hamid Muhammad Saleem saadia Malik Nadia Tabassum Department of Software Engineering The Superior CollegeLahorePakistan Department of Computer Science Lahore Garrison UniversityLahore54000Pakistan Department of Statistics and Computer Science University of Veterinary and Animal SciencesLahore54000Pakistan Department of Industrial Engineering Faculty of EngineeringRabighKing Abdulaziz UniversityJeddah21589Saudi Arabia Department of Information Systems Faculty of Computing and Information Technology-RabighKing Abdulaziz UniversityJeddah21589Saudi Arabia Department of Computer Science Virtual University of PakistanLahore54000Pakistan

Load balancing is a technique for identifying overloaded and underloaded nodes and balancing the load between *** maximize various performance parameters in cloud computing,researchers suggested various load balancing *** store and access data and services provided by the different service providers through the network over different regions,cloud computing is one of the latest technology systems for both end-users and service *** volume of data is increasing due to the pandemic and a significant increase in usage of the internet has also been *** of the cloud are looking for services that are intelligent,and,can balance the traffic load by service providers,resulting in seamless and uninterrupted *** types of algorithms and techniques are available that can manage the load balancing in the cloud *** this paper,a newly proposed method for load balancing in cloud computing at the database level is *** database cloud services are frequently employed by companies of all sizes,for application development and business *** balancing for distributed applications can be used to maintain an efficient task scheduling process that also meets the user requirements and improves resource *** balancing is the process of distributing the load on various nodes to ensure that no single node is *** avoid the nodes from being overloaded,the load balancer divides an equal amount of computing time to all *** results of two different scenarios showed the cross-region traffic management and significant growth in revenue of restaurants by using load balancer decisions on application traffic gateways.

关键词： Load balancing performance database region virtualization

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Pistacia chinensis:Strong antioxidant and potent testicular toxicity amelioration agent

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Asian Pacific Journal of Tropical Medicine 2017年第4期10卷 359-369页

作者： Farah Noureen Muhammad Rashid Khan Naseer Ali Shah Rahmat Ali Khan Kiran Naz saadia Sattar Department of Biochemistry Faculty of Biological SciencesQuaid-i-Azam University Department of Biosciences COMSATS Institute of Information Technology Department of Biotechnology UST Bannu KPK

Objective:To evaluate in ritro and in riro antioxidant potency of Pistacia chinensis(***) bark and leaves extracts along with its protective role against CCl_4 induced toxicity in testis of the *** Various in vitro models such as DPPH,ABTS,hydrogen peroxide,superoxide,hydroxyl and nitric oxide scavenging activities,anti-lipid peroxidation activity,phospho-molybdenum activity.β carotene bleaching assay was used for analysis of antioxidant *** groups for in riro study were:Group Ⅰ(control)*** Ⅱ(Vehicle control).Group Ⅲ(1 mL/kg b.w 30%CCl_4).Group Ⅳ(1 mL/kg b.w CCk_4+Silymarin).Group Ⅴ(200 mg/kg b.w PCBE+CCl_4),Group Ⅵ(400 mg/kg b.w PCBE+CCl_4) and Group Ⅶ(400 mg/kg b.w PCBE alone).Results:In ritro antioxidant assays displayed significant results and the highest activity was not specified to a specific ***,ethyl acetate extract of bark(PCBF) showed highest results in most of the antioxidant assays ***-carotene bleaching,hydroxyl radical *** peroxidation and superoxide radical scavenging *** this base,this fraction was selected for in riro antioxidant *** tissues were analyzed to observe the protective effects of PCBE on antioxidant enzymes:cataluse,superoxide *** reductase,glutathione peroxidase and quinone reductase activities and glutathione(GSH) as well as nitrite *** of plasma testosterone was also compared to various *** suggests a protective role of *** against CCl_4induced ***:It is concluded that some bioactive antioxidants of *** bark might be a good source to isolate the potent antioxidant components.

关键词： Pislacia chinensis Plasma testosterone Glutathione-S-transferase Antioxidant enzymes

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A New Risk Assessment Approach for Cloud Consumer

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通讯和计算机（中英文版） 2014年第1期11卷 52-58页

作者： saadia Drissi Hicham Medromi Architecture of Systems Team-ENSEM Hassan H University Casablanca 8118 Morocco

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Neural network-based estimation of lower limb joint kinematics:A minimally intrusive approach for gait analysis

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Medicine in Novel Technology and Devices 2024年第3期23卷 81-97页

作者： Farid Kenas Nadia saadia Amina Ababou Noureddine Ababou Mahdi Zabat Karim BenSiSaid Laboratory of Robotics Parallelism and Embedded Systems University of Science and Technology Houari Boumediene AlgiersAlgeria Laboratory of Instrumentation University of Science and Technology Houari Boumediene AlgiersAlgeria

The establishment of a quantitative gait analysis system holds paramount importance,particularly in the context of functional rehabilitation of the lower *** emphasize the imperative for sensors to be portable,compact,integrated,and non-intrusive,crucial characteristics in the rehabilitation field to facilitate their use and ensure optimal integration into care *** study investigates an innovative approach aimed at reducing the reliance on body-fixed sensors by harnessing their data within a neural network,thus concentrating on the joint kinematics of the lower *** primary objective is to estimate the flexion-extension angles of the hip,knee,and ankle during walking,utilizing data collected by two sensors positioned on the subject's ***,the neural network undergoes training with calculated data(leg tilt angles and angular velocities)sourced from the OpenSim database,followed by further refinement with experimental data obtained from a subject walking on a treadmill,wherein leg tilt angles and angular velocities are *** significance of this research is underscored by the demonstrated capability,through conducted tests,of the implemented networks to efficiently fuse data from a minimal set of ***,the proposed approach emerges as both practical and minimally intrusive,facilitating a robust evaluation of gait kinematic parameters.

关键词： Artificial neural network Joint angle Inertial measurement unit Kinematic gait analysis Treadmill

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Fahr’s Syndrome Discovered at Adulthood Revealing the Pseudohypoparathyroidism

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Open Journal of Rheumatology and Autoimmune Diseases 2019年第4期9卷 129-133页

作者： Kawtar Nassar saadia Janani Department of Rheumatology Ibn Rochd University Hospital Center Medicine and Pharmacy University of Casablanca Casablanca Morocco

Fahr’s syndrome is a rare clinicopathological entity, defined by the presence of intracerebral calcifications not arteriosclerotic, bilateral and symmetric at the level of the basal ganglia, whose main etiology is dysparathyroidism, rarely pseudohypoparathyroidism. Hypocalcemia and hyperphosphatemia despite normal or high levels of parathyroid hormone are the result of resistance to the action of parathyroid hormone. The clinical profile is not specific but dominated by neuropsychiatric symptoms. We report the case of a 30-year-old patient with type pseudohypoparathyroidism revealed one year ago by Fahr’s syndrom. The diagnosis made by convulsion history since the age of 5 years resistant to treatment, the disturbance of metabolism disorders, and the presence of intracerebral calcifications. The vitamin D and calcium supplementation have contributed to the stabilization of the disease.

关键词： Fahr’s Syndrome Pseudohypoparathyroidism Convulsion Intracerebral Calcification Hypocalcemia

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Census Ethnobotanical Study of Some Plants Used in Traditional Medicine in the City of Meknes

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American Journal of Plant Sciences 2014年第15期5卷 2480-2496页

作者： Fadila Moussaoui Tajelmolk Alaoui saadia Aoudry Department of Biology Laboratory of Environment and Health Faculty of Sciences Moulay Ismail University Meknes Morocco Department of Plant Protection and Environment ENA Meknes Morocco

An ethnobotanical survey was conducted in the city of Meknès over a period of two years, from 2009 to 2011 with 1000 people (615 women, 385 men). Through the questionnaire, schedules were established to collect information on the use of therapeutic medicinal plants by the local population. This research has focused primarily on the general population, herbalists and healers. The present investigation has enumerated 194 species distributed in 165 genera and 72 families. The most represented families are Lamiaceae (18%), the Aseraceae, (17%), the Apiaceae (14%) and the Fabaceae (10%). The results of the survey show that 54% of individuals use both herbal medicine and modern medicine, 26% of individuals use herbs and 20% use modern medicine. We are interested in the use of plants in different ages and sexes. We report that 31% of the population is aged between 51 and 60 years, 29% between 41 and 50 years, 23% between 31 and 40 years, 10% between 21 and 30 years, 3% less than 20 years and 4 % > 60 years. We note the predominance of women over men. Women use up to 61% against 39% of men. The analysis of our results shows that herbal medicine takes a place in the self-medication of the population studied. However, we emphasize an important point: Ignorance of toxic plants, in fact, only 19% of the target population recognizes these plants.

关键词： Ethnobotanical Survey Medicinal Plants Traditional Use Toxic Plants

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Erratum to “Census Ethnobotanical Study of Some Plants Used in Traditional Medicine in the City of Meknes” [American Journal of Plant Sciences 5 (2014) 2480-2496]

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American Journal of Plant Sciences 2016年第1期7卷 82-83页

关键词： Ethnobotanical Survey Medicinal Plants Traditional Use Toxic Plants

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Acinar cell carcinoma of the pancreas in a young patient with chronic pancreatitis

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Hepatobiliary & Pancreatic Diseases International 2010年第1期9卷 103-106页

作者： Fatima-Zahra Kebir Ahlem Lahmar Nafaa Arfa Saber Manai Mohamed Ali El Ouaer saadia Bouraoui Carole Gouttalier Sabah Mezabi-Regaya Department of Pathology Mongi Slim Hospital Department of Surgery Mongi Slim Hospital

BACKGROUND:Acinar cell carcinoma (ACC) is a rare malignancy of the pancreas arising from acinar *** ductal adenocarcinoma,this tumor rarely presents with ***:We present a case of ACC associated with chronic calcifying pancreatitis,and a review of the literature focusing on diagnosis and ***:A 43-year-old man was proposed for Wirsungojejunal derivation for chronic *** examination of the tissue extracted revealed an *** was *** months postoperatively,the patient developed hepatic metastasis and was treated with gemcitabine as palliative ***:The clinical presentation of ACC of the pancreas is not specific and the tumor can be underdiagnosed when associated with chronic *** regarding course,treatment,and prognosis of this tumor are generally lacking.

关键词： pancreas acinar cell carcinoma pancreatitis

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