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Prediction of Extremist Behaviour and Suicide Bombing from Terrorism Contents Using Supervised Learning

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Computers, Materials & Continua 2022年第3期70卷 4411-4428页

作者： nasir Mahmood Muhammad Usman Ghani Khan Department of Computer Science University of Engineering and Technology54890Lahore

This study proposes an architecture for the prediction of extremist human behaviour from projected suicide *** linking‘dots’of police data comprising scattered information of people,groups,logistics,locations,communication,and spatiotemporal characters on different social media groups,the proposed architecture will spawn beneficial *** useful information will,in turn,help the police both in predicting potential terrorist events and in investigating previous ***,this architecture will aid in the identification of criminals and their associates and *** is psychological warfare,which,in the broadest sense,can be defined as the utilisation of deliberate violence for economic,political or religious *** this study,a supervised learning-based approach was adopted to develop the proposed *** dataset was prepared from the suicide bomb blast data of Pakistan obtained from the South Asia Terrorism Portal(SATP).As the proposed architecture was simulated,the supervised learning-based classifiers na飗e Bayes and Hoeffding Tree reached 72.17%*** of the additional benefits this study offers is the ability to predict the target audience of potential suicide bomb blasts,which may be used to eliminate future threats or,at least,minimise the number of casualties and other property losses.

关键词： Extremism terrorism suicide bombing crime prediction pattern recognition machine learning supervised learning

Effect of silica fume on the fresh and hardened properties of fly ash-based self-compacting geopolymer concrete

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International Journal of Minerals,Metallurgy and Materials 2013年第2期20卷 205-213页

作者： Fareed Ahmed Memon Muhd Fadhil Nuruddin nasir Shafiq Department of Civil Engineering Faculty of EngineeringUniversiti Teknologi PETRONAS Department of Civil Engineering Faculty of EngineeringMehran University of Engineering and Technology

The effect of silica fume on the fresh and hardened properties of fly ash-based self-compacting geopolymer concrete （SCGC） was investigated in this paper. The work focused on the concrete mixes with a fixed water-to-geopolymer solid （W/Gs） ratio of 0.33 by mass and a constant total binder content of 400 kg/m3. The mass fractions of silica fume that replaced fly ash in this research were 0wt%, 5wt%, 10wt%, and 15wt%. The workability-related fresh properties of SCGC were assessed through slump flow, V-funnel, and L-box test methods. Hardened concrete tests were limited to compressive, splitting tensile and flexural strengths, all of which were measured at the age of 1, 7, and 28 d after 48-h oven curing. The results indicate that the addition of silica fume as a partial replacement of fly ash results in the loss of workability; nevertheless, the mechanical properties of hardened SCGC are significantly improved by incorporating silica fume, especially up to 10wt%. Applying this percentage of silica fume results in 4.3% reduction in the slump flow; however, it increases the compressive strength by 6.9%, tensile strength by 12.8% and flexural strength by 11.5%.

关键词： geopolymer concrete silica fume fresh properties compressive strength tensile strength flexural strength

Evaluation of one-alpha-hydroxy-cholecalciferol alone or in combination with cholecalciferol in Ca-P deficiency diets on development of tibial dyschondroplasia in broiler chickens

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Animal Nutrition 2018年第1期4卷 109-112页

作者： nasir Landy Majid Toghyani Young Researchers and Elite Club Isfahan (Khorasgan) BranchIslamic Azad University Department of Animal Science Isfahan (Khorasgan) BranchIslamic Azad University

This experiment was conducted to determine whether dietary cholecalciferol will alleviate a calcium and phosphorous(Ca-P) deficiency when one-alpha-hydroxy-cholecalciferol,1 a(OH)D_3,is supplemented,and to determine the effects of adequate and inadequate Ca-P when 1 a(OH)D_3 is supplemented and vitamin D_3 is adequate.A total of 144 one-d-old broiler chicks(Ross 308) were allocated to 3 *** dietary treatments were as follows: treatment A,adequate Ca-P + cholecalciferol + 5 mg/kg 1 a(OH)D_3;treatment B,inadequate Ca-P + cholecalciferol + 5 mg/kg 1 a(OH)D_3; treatment C,inadequate Ca-P + 5 mg/kg 1 a(OH)D_*** diets were mixed with 500 FTU/kg of phytase,and cholecalciferol was provided in 5,000 IU/kg except for treatment C that fed diets without vitamin D_*** Ca-P levels in the adequate diets were 0.90% Ca,0.66% total phosphorus(t P); 0.75% Ca,0.59% t P; 0.69% Ca,0.54% t P for the starter,grower and finisher *** d 42 of age,broilers were inspected for incidence and severity of tibial dyschondroplasia(TD).The results showed that inadequate Ca-P supplementation with cholecalciferol significantly decreased the incidence of TD,score and tibia ash compared with broilers fed the same diet in the absence of cholecalciferol(P < 0.05).The broilers fed inadequate Ca-P diets with cholecalciferol were unable to achieve the same tibia ash and incidence of TD as those fed Ca-P adequate diets(P < 0.05).In conclusion,this trial suggests that broilers fed an inadequate Ca-P diet with 1 a(OH)D_3 and adequate level of cholecalciferol are unable to sufficient bone *** was no indication that 1 a(OH)D_3 in the absence of cholecalciferol was effective in reducing TD whereas it could improve tibia ash.

关键词： One-alpha-hydroxy-cholecalciferol Broiler Cholecalciferol Tibia ash Tibial dyschondroplasia

Appendiceal mass:Is interval appendicectomy “something of the past” ?

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World Journal of Gastroenterology 2011年第25期17卷 2977-2980页

作者： Abdul-Wahed nasir Meshikhes Department of Surgery King Fahad Specialist Hospital

The need for interval appendicectomy (I.A) after successful conservative management of appendiceal mass has recently been ***,emergency appendicectomy for appendiceal mass is increasingly performed with equal success and safety to that performed in non-mass forming acute *** is an increasing volume of evidence-although mostly retrospective-that if traditional conservative management is adopted,there is no need for routine I.A except for a small number of patients who continue to develop recurrent *** the other hand,the routine adoption of emergency laparoscopic appendicectomy (LA) in patients presenting with appendiceal mass obviates the need for a second admission and an operation for I.A with a considerable complication *** also abolishes misdiagnoses and deals promptly with any unexpected ileo-cecal ***,it may prove to be more cost-effective than conservative treatment even without I.A due to a much shorter hospital stay and a shorter period of intravenous antibiotic *** emergency LA is to become the standard of care for appendiceal mass,I.A will certainly become 'something' of the past.

关键词： Appendiceal mass Cost-effectiveness Interval appendicectomy Laparoscopic appendicectomy

Week Ahead Electricity Power and Price Forecasting Using Improved DenseNet-121 Method

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Computers, Materials & Continua 2022年第9期72卷 4249-4265页

作者： Muhammad Irfan Ali Raza Faisal Althobiani nasir Ayub Muhammad Idrees Zain Ali Kashif Rizwan Abdullah saeed Alwadie Saleh Mohammed Ghonaim Hesham Abdushkour Saifur Rahman Omar Alshorman Samar Alqhtani Electrical Engineering Department College of EngineeringNajran University Saudi ArabiaNajran61441Saudi Arabia Department of Computer Science COMSATS University IslamabadWah Campus22060Pakistan Faculty of Maritime Studies King Abdulaziz UniversityJeddah21589Saudi Arabia Department of Computer Science Federal Urdu University of ArtsScience and TechnologyIslamabad44000Pakistan School of Electrical Engineering and Computer Science National University of Science and TechnologyIslamabad44000Pakistan Department of Computer Science and Engineering University of Engineering and TechnologyNarowal CampusLahore54000Pakistan Department of Electrical Engineering HITEC UniversityTaxila47080Pakistan College of Computer Science and Information Systems Najran UniversityNajran61441Saudi Arabia

In the Smart Grid(SG)residential environment,consumers change their power consumption routine according to the price and incentives announced by the utility,which causes the prices to deviate from the initial ***,electricity demand and price forecasting play a significant role and can help in terms of reliability and *** to the massive amount of data,big data analytics for forecasting becomes a hot topic in the SG *** this paper,the changing and non-linearity of consumer consumption pattern complex data is taken as *** minimize the computational cost and complexity of the data,the average of the feature engineering approaches includes:Recursive Feature Eliminator(RFE),Extreme Gradient Boosting(XGboost),Random Forest(RF),and are upgraded to extract the most relevant and significant *** this end,we have proposed the DensetNet-121 network and Support Vector Machine(SVM)ensemble with Aquila Optimizer(AO)to ensure adaptability and handle the complexity of data in the ***,the AO method helps to tune the parameters of DensNet(121 layers)and SVM,which achieves less training loss,computational time,minimized overfitting problems and more training/test *** evaluation metrics and statistical analysis validate the proposed model results are better than the benchmark *** proposed method has achieved a minimal value of the Mean Average Percentage Error(MAPE)rate i.e.,8%by DenseNet-AO and 6%by SVM-AO and the maximum accurateness rate of 92%and 95%,respectively.

关键词： Smart grid deep neural networks consumer demand big data analytics load forecasting price forecasting

Analysis of LDPC Code in Hybrid Communication Systems

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Computers, Materials & Continua 2023年第1期74卷 769-781页

作者： Hasnain Kashif Muhammad nasir Khan Zubair Nawaz Department of Electrical Engineering The University of LahoreLahore54000Pakistan Department of Data Science University of PunjabLahore54000Pakistan

Free-space optical(FSO)communication is of supreme importance for designing next-generation *** the past decades,the radio frequency(RF)spectrum has been the main topic of interest for wireless *** RF spectrum is becoming denser and more employed,making its availability tough for additional *** communication,exploited for messages or indications in historical times,is now becoming famous and useful in combination with error-correcting codes(ECC)to mitigate the effects of fading caused by atmospheric turbulence.A free-space communication system(FSCS)in which the hybrid technology is based on FSO and *** is a capable solution to overcome the downsides of current schemes and enhance the overall link reliability and *** proposed FSCS with regular low-density parity-check(LDPC)for coding techniques is deliberated and evaluated in terms of signal-to-noise ratio(SNR)in this *** extrinsic information transfer(EXIT)methodology is an incredible technique employed to investigate the sum-product decoding algorithm of LDPC codes and optimize the EXIT chart by applying curve *** this research work,we also analyze the behavior of the EXIT chart of regular/irregular LDPC for the *** also investigate the error performance of LDPC code for the proposed FSCS.

关键词： Free-space communication system low-density parity-check errorcorrecting codes extrinsic information transfer

Stochastic maximum power point tracking of photovoltaic energy system under partial shading conditions

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Protection and Control of Modern Power Systems 2021年第1期6卷 383-395页

作者： Bushra Iqbal Ali nasir Ali Faisal Murtaza Department of Electrical Engineering University of Central PunjabLahorePakistan

A large portion of the available power generation of a photovoltaic (PV) array could be wasted due to partial shading, temperature and irradiance effects, which create current/voltage imbalance between the PV modules. Partial shading is a phenomenon which occurs when some modules in a PV array receive non-uniform irradiation due to dust, cloudy weather or shadows of nearby objects such as buildings, trees, mountains, birds etc. Maximum power point tracking (MPPT) techniques are designed in order to deal with this problem. In this research, a Markov Decision Process (MDP) based MPPT technique is proposed. MDP consists of a set of states, a set of actions in each state, state transition probabilities, reward function, and the discount factor. The PV system in terms of the MDP framework is modelled first and once the states, actions, transition probabilities, and reward function, and the discount factor are defined, the resulting MDP is solved for the optimal policy using stochastic dynamic programming. The behavior of the resulting optimal policy is analyzed and characterized, and the results are compared to existing MPPT control methods.

关键词： Maximum power point tracking Markov decision process Photovoltaic energy systems Partial shading

SAPEM: Secure Attestation of Program Execution and Program Memory for IoT Applications

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Computers, Materials & Continua 2021年第4期67卷 23-49页

作者： Nasa Ahmed Manar Abu Talib Qassim nasir Research Institute of Science and Engineering University of SharjahSharjahUAE Department of Computer Science University of SharjahSharjahUAE Department of Electrical Engineering University of SharjahSharjahUAE

Security is one of the major challenges that devices connected to the Internet of Things(IoT)face *** attestation is used to measure these devices’trustworthiness on the network by measuring the device platform’s *** software-based attestation mechanisms have been proposed,but none of them can detect runtime *** some researchers have attempted to tackle these attacks,the proposed techniques require additional secured hardware parts to be integrated with the attested devices to achieve their *** solutions are expensive and not suitable in many *** paper proposes a dual attestation process,SAPEM,with two phases:static and *** static attestation phase examines the program memory of the attested *** dynamic program ow attestation examines the execution correctness of the application *** can detect code injection and runtime attacks that hijack the control-ow,including data attacks that affect the program *** main aim is to minimize attestation overhead while maintaining our ability to detect the specied *** validated SAPEM by implementing it on Raspberry Pi using its TrustZone *** attested it against the specied attacks and compared its performance with the related work in the *** results show that SAPEM signicantly minimizes performance overhead while reliably detecting runtime attacks at the binary level.

关键词： IoT remote attestation runtime attacks trust TrustZone security

Enhanced catalytic features of sol-gel immobilized MnP isolated from solid state culture of Pleurotus ostreatus IBL-02

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Chinese Chemical Letters 2013年第4期24卷 344-346页

作者： Muhammad Asgher Hafiz Muhammad nasir Iqbal Industrial Biotechnology Laboratory Department of Chemistry and BiochemistryUniversity of Agriculture

An indigenous and industrially important manganese peroxidase （MnP） isolated from solid state culture of Pleurotus ostreatus IBL-02 was 2.1-fold purified and immobilized using sol-gel matrix of trimethoxysilane and proplytetramethoxysilane. Lower KM, higher Vmax, hyper-activation, enhanced acidic and thermal stability up to 70 ℃, were the improved]enhanced catalytic features of the presently sol-gel immobilized MnP. A maximum of 100% decolorization was achieved within a short time period for the different real dyes containing textile industry effluents i.e. Nishat textile （NIT）, K＆N textile （KIT）, Sitara textile （SIT）, and Crescent textile （CRT）.

关键词： P. ostreatus IBL-02MnPSol-gelTextile effluentDecolorization