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  1. Abbasi MA, Ijaz M, Aziz-Ur-Rehman -, Siddiqui SZ, Ali Shah SA, Shahid M, et al.
    Pak J Pharm Sci, 2020 Jul;33(4):1609-1616.
    PMID: 33583794
    In the planned research work, the nucleophilic substitution reaction of 1-[(E)-3-phenyl-2-propenyl]piperazine (1) was carried out with different sulfonyl chlorides (2a-g) at pH 9-10 to synthesize its different N-sulfonated derivatives (3a-g). The structures of the synthesized compounds were characterized by their proton-nuclear magnetic resonance (1H-NMR), carbon-nuclear magnetic resonance (13C-NMR) and Infra Red (IR) spectral data, along with CHN analysis. The inhibition potential of the synthesized molecules was ascertained against two bacterial pathogenic strains i.e. Bacillus subtilis and Escherichia coli. It was inferred from the results that some of the compounds were very suitable inhibitors of these bacterial strains. Moreover, their cytotoxicity was also profiled and it was outcome that most of these molecules possessed moderate cytotoxicity.
  2. Mohd Said Nurumal, Mohammad Syafiq Mohamad Azizi, Muhammad Kamil Che Hasan
    MyJurnal
    Introduction: Simulation is widely practiced as learning strategies in many disciplines including nursing. It is con- sidered an updated technological approach towards providing safe and sound patients care. Thus, this study was conducted to assess the level of knowledge among nursing students using a simulated mannequin for cardiovascular assessment. Methods: This is a cross-sectional study design focusing Year 4 nursing students at Kulliyyah of Nurs- ing, International Islamic University Malaysia (IIUM). A simulation mannequin was used for students performing a cardiovascular assessment. Level of knowledge was tested using an adapted questionnaire. The study was approved by the Kulliyyah of Nursing Postgraduate Research Committee (Ref: IIUM/313/DDAA/20/4/10) and IIUM Research Ethics Committee (Ref: IREC 2018-024). Results: A total of 57 nursing students involved in this study revealing good cardiovascular assessment knowledge. Majority of them reported that simulation exercise is one of the good learning strategies to enhance their capabilities and increase their confidence level. Conclusions: The results from this study could indicate that using technological simulation approach could provide a similar effect in performing cardiovas- cular assessment among nursing student IIUM. Future larger scale is needed including for any other disciplines in nursing to facilitate students’ preparation towards the real clinical setting.

  3. MUHAMMAD SYUKRI HANAFI BASRI, MOHAMMAD AIZAT BASIR, AHMAD FAIZAL AHMAD FUAD
    MyJurnal
    Life jacket is one of the safety appliances that can be found on the ship that provide buoyancy and prevention against drowning. Before the ship can sail, every element of safety of the vessel should be confirmed. Despite the establishment of standards for life jacket, both local and international, there have been cases of drowning associated with the usage of life jackets by the passengers of passenger boat/vessels for open-deck situation. Moreover, deficiency of information on safety instruction is reason the passengers are lack of personal safety information during on board. Thus, the evaluation on safety standard of life jackets and passenger vessel are vital for assessing the provision of the life jacket on board passenger vessel with respect to compatibility between life jacket and passenger vessel. In this paper, A Vessel Life Jacket Compatibility Mobile Apps (VELIT) was developed using software development methodology called Rational Unified Process (RUP) to automate the safety assessment process based on model called LCI (Life Jacket Compatibility Index). VELIT apps synchronized the safety assessment aspect and which allow user to compute the element in the model and produce the result of the safety assessment in real time. The VELIT apps are expected to be used in maritime area especially for ship safety assessment process.
  4. MUHAMMAD SAFIY SABRIL, MUHAMMAD SAFIY SABRIL, FAEZAH JASMAN, NURUL ADILAH ABDUL LATIFF, SEVIA MAHDALIZA IDRUS, WAN HAFIZA WAN HASSAN
    MyJurnal
    Underwater wireless communications refer to transmitting data in an unguided water environment by wireless carriers including acoustic, radio frequency (RF), and optical waves. Relative to acoustic and RF, the optical wave is more promising to offer higher bandwidth at a lower energy consumption rate. However, an optical wave has its challenges such as attenuation due to absorption, scattering and turbulence effects. Therefore, this work attempts to investigate the performance of lightwave propagation for underwater optical wireless communication (UOWC) using simulation and experimental approaches. First, the performance of optical waves was analyzed using MATLAB by simulating the light attenuation model which based on depth-dependent chlorophyll concentration. A depth profile that related to the surface chlorophyll levels for the range 0-4 mg/m3 was used to represent the open ocean. The simulation showed that the attenuation of light less affected for operating wavelength range of 450 – 550 nm. Further, an experimental set-up was developed which consists of a transmitter, receiver, and aquarium to emulate the UOWC channel. Three types of water including clear, sea and cloudy were tested to analyze their interaction with the light emitted by a light-emitting diode (LED) and a laser diode. The emitted light detected by the light sensor and the strength of an audio signal transmitted through the UOWC were measured using a light meter and sound meter respectively. The measured power was plotted against distance and the attenuation constant c was deduced through curve fitting method. The analysis showed irrespective of the light sources, UOWC in cloudy water suffered the highest attenuation relative to still clear and seawater. The received power emitted by laser was at least 41% higher than the LED. This study contributes to identify the potential and limitations of different operating schemes to optimize UOWC performance.
  5. Muhammad Faris bin Md Yusoff, Suhaizan binti Lob, Nurul Faziha Ibrahim
    MyJurnal
    Vermicomposting is a process that involves biological, chemical and physical transformations of solid organic materials such as agricultural residues of plant and animal through the use of microorganisms and earthworms. There are three main classes of earthworms, and only those from one class are usually used for vermicomposting. However, mostly foreign earthworms are used in the setup. Foreign earthworms are more expensive and harder to obtain than local earthworms. This makes the local farmers reluctant to try since they are expensive. The difference in vermicompost using two species of epigeic earthworms, a local earthworm and a foreign earthworm (Eisenia fetida), and normal compost without any earthworms was measured in this study. Both species of earthworms were placed in identical vermibeds consisting of partially composted goat manure and partially composted spent coconut flakes (SCF) with the ratio of 5:1 respectively in terms of weight. The vermibed moisture content was maintained at 60 – 70% throughout the whole process. The end products showed a difference from one another. The E. fetida showed a better result compared to the local earthworms in terms of the nutrient content presence and the adaptability of the earthworms during the whole process. However, the end product from the local earthworms was still better compared to the normal compost without any earthworms.
  6. Muhammad Alif Azanuddin Alias, Nur Athirah Mohd Taib, Nurul Nadia Adnan
    MyJurnal
    The creation of technology in this century changes people’s life. Technology plays an important role that benefits young people and has increased agriculture production’s efficiency and profitability. Innovative technology mainly involved in animal feeding automation is currently one of Smart Bran Dispensers’ new inventions. This project approaches an innovative animal husbandry management system to improve the agricultural system’s efficiency, particularly livestock nutrition and feed resources. The benefit of this project is to facilitate animal feeding for breeders, which can be remotely controlled and detected by a tracking module that transmits a signal to the user and informs them of the status of the bran dispenser through the Blynk server. NodeMCU ESP8266 and Arduino UNO were implemented as the main controller.
  7. MUHAMMAD FAKHRURAZI MD YUNOS, NUR FARIZAN MUNAJAT, WAN MARIAM WAN MUDA
    MyJurnal
    This study focused on feasibility analysis of hybrid electrification system for an aqua-tourism resort located remotely from the grid connection in Terengganu. There were four standalone systems used in this study: diesel/PV/biomass/battery, diesel/PV/battery, biomass/diesel/battery, and diesel only. The design and analysis of these systems were done using Hybrid Optimization of MultipleEnergy Resources (HOMER) software. The results showed that the diesel/PV/battery system was the optimum solution in terms of net present cost (NPC) and cost of energy (COE). This system comprises 20 % of PV penetration with NPC and COE of USD 57,823 (RM 241, 729.90) and 0.428 USD/kWh (1.79 RM/kWh), respectively. Meanwhile, the diesel/PV/biomass/battery system with NPC of USD 65,388 (RM 273, 355.49) and COE of 0.484 USD/kWh (2.02 RM/kWh) was found to be the best among all systems in terms of greenhouse emissions. This system was able to reduce almost 70 % of carbon dioxide if compared with diesel only system and about 15 % lower than the diesel/PV/battery system with a renewable energy fraction of 44 %.
  8. MOHAMAD FIRDAUS ISMAIL, MUHAMMAD FAIS FADZIL, NORHAYATI MOHD TAHIR, NORHAYATI MOHD TAHIR, MOHD TALIB LATIF, NOORLIN MOHAMAD
    MyJurnal
    Fine particulate matter (aerodynamic diameter ≤2.5 μm) (PM2.5) has become a major concern because it can adsorb chemicals e.g. polycyclic aromatic hydrocarbons (PAHs) onto its surface. Although PAHs are priority pollutants that can cause adverse health effect, there is still limited information concerning indoor exposures to PAHs in Malaysia. This study aimed to characterise the distribution of PAHs bounded to PM2.5in primary school environments. Indoor and outdoor PM2.5 were collected between May and July 2017 using low volume samplers (LVS) at three public primary schools in the Federal Territory of Kuala Lumpur. PAHs were extracted by ultrasonic extraction with Dichloromethane: n-Hexane (1:1, v/v) as the extraction solvent and analysed using gas chromatography coupled with mass spectrometer (GC-MS). Based on the results, the average total concentration of PAHs (∑PAHs) ranged from 3.8 to 10.1 ng m-3and 1.6 to 8.0 ng m-3for outdoors and indoors, respectively. PAHs in PM2.5samples indicated the potential contribution of combustion at high temperature and indoor sources and the infiltration of outdoor PAHs were the important sources for outdoor and indoor, respectively. In addition, the diagnostic ratio analysis showed that vehicular emissions were the most predominant sources of PAHs in school environments.
  9. MUHAMMAD SUZURI HITAM, NURSYAHIRAH HAFIZ, ZAINUDDIN BACHOK, ZAINUDDIN BACHOK, MOHD SAFUAN CHE DIN
    MyJurnal
    Reef rubble representsthe broken components of the coraland reefstructure which could be in the form of dead,broken or other fragmented coral.The process to estimate the distribution of reef rubble is currently done manually and thus takesa long timeto completeand is laborious. This paper presentsan image-processing-basedmethod to estimate the distribution of reef rubbles in a coral reef environmentfrom a still image. The method is basically a series of image processing steps includingimage complement, image binarization, edgedetection, smoothing by Weiner filter and followed by erosion and dilation process.The experimentalresults showedthat the system wasable to roughly estimate the distribution of reef rubble.
  10. PAULEEN ONG, MUHAMMAD SUZURI HITAM, ZAINUDDIN BACHOK, ZAINUDDIN BACHOK, MOHD SAFUAN CHE DIN
    MyJurnal
    At present, marine scientists employ manual method to estimate the components in coral reef environment,where Coral Point Count with Excel extensions (CPCe) software is used to determine the coral reef components and substrate coverage. This manual processis laboriousand time consuming,and needsexpertsto conduct the survey. In this paper, a prototype for estimating the distribution of sand cover in coral reef environment from still images by using colourextraction methods was introduced. The coloursegmentation called delta E was used to calculate the colourdifference between two coloursamples. Another method used wascolourthresholdby setting the range of sand colourpixels. Thesystem was developed by using a MATLAB software withimage processing toolbox. The developed system was semi-automatic computer-based system that can be used by researcherseven with little knowledge and experience to estimatethepercentage of sand coveragein coral reef still images.
  11. Nurazlina Dol, Elistina Abu Bakar, Zuroni Md. Jusoh, Afida Mastura Muhammad Arif
    MyJurnal
    Kerancakan IR 4.0 telah menjadikan teknologi internet sebagai saluran komunikasi dan carian maklumat utama kepada pengguna internet. Di sebalik pembangunan ini, pengguna dibelenggu dengan pelbagai masalah pasaran yang melibatkan produk dan perkhidmatan. Memandangkan golongan muda sering menjadi mangsa dalam pelbagai masalah pasaran, kajian terhadap mahasiswa Institusi Pengajian Tinggi (IPT) di Malaysia amatlah penting agar mereka dapat memahami dan melaksanakan tanggungjawab sebagai pengguna dengan baik melalui amalan kepenggunaan seharian. Tujuan kajian ini adalah untuk menentukan profil mahasiswa IPT berkaitan amalan kepenggunaan agar tanggungjawab mereka sebagai pengguna dapat diperbaiki. Pemboleh ubah yang dikaji adalah faktor demografi iaitu jantina, umur, etnik, tahap pendidikan, bidang pengajian, tempoh menjadi ahli kelab pengguna, dan status keahlian di dalam kelab pengguna serta faktor tingkah laku iaitu amalan kepenggunaan. Kajian ini melibatkan seramai 800 mahasiswa IPT daripada sepuluh buah IPT yang dipilih secara persampelan rawak berperingkat. Penganalisisan data menggunakan analisis Ujian Khi Kuasa Dua dengan menggunakan perisian Statistical Package Social Sciences (SPSS). Hasil pemprofilan mendapati ciri responden yang perlu diberi penekanan dalam pendidikan pengguna ialah mereka daripada etnik Melayu dan Cina, yang masih bujang, dan mempunyai tahap pendidikan diploma dan ijazah sarjana muda tanpa mengira jantina, umur, asal, IPT, semester pengajian, bidang pengajian, dan keahlian dalam kelab pengguna. Kajian ini memberi implikasi kepada Kementerian Perdagangan Dalam Negeri, dan Hal Ehwal Pengguna (KPDNHEP), persatuan pengguna, dan pihak institusi dalam meningkatkan program pendidikan pengguna melalui seminar kepenggunaan, penerbitan, edaran bahan berkaitan kepenggunaan, pertandingan serta penyampaian melalui media massa dan media sosial berpandukan ciri-ciri mahasiswa yang perlu diberi penekanan agar tahap amalan kepenggunaan mahasiswa IPT di Malaysia semakin kukuh pada masa akan datang.
  12. Farah Mohd, Muhammad Zubir Yuso, Nor Iziana Ismail, Nor Mulyani Musa
    MyJurnal
    Little is known about the association between actual and selfperceived oral health status among residents living in a care home. This study aimed to assess their oral health status and to determine its association with their selfperceived oral health satisfaction. Materials and method: A cross-sectional study was conducted from July to August 2018 among 75 residents of Rumah Ehsan, Terengganu (the largest care home in east coast Malaysia). The oral health status and oral hygiene of the participants were examined. Their sociodemographic profile and self-perceived oral health status were collected through structured interviews. Chi-square, Man-Whitney, and multiple logistic regression tests were used to test the factors associated with the self-perceived oral health satisfaction of the participants. Results: Unsurprisingly, the majority of the participants had poor oral health with high median DMF-T score of 29.0 (IQR=12) and majority (86.7%) had poor oral hygiene. It was intriguing to know that the majority of them (64%) perceived they have good oral health status with 68% satisfied with their current oral health status. There was no significant association between their actual oral health status and their perceived satisfaction. However, increasing age, Malay and those eating dependently were less likely to satisfy with their oral health status. Meanwhile, those who were dependent on the staff to brush their teeth were more likely satisfied with their oral health status. Conclusion: There was a wide discrepancy between the actual and self-perceived oral health status among residents in care homes. Hence, it is crucial to improving awareness and knowledge among them in order to improve their oral health. Factors contributed to their oral health satisfaction should be acknowledged by all dental practitioners.
  13. Muhammad Aqlan Mohd Zak, Nor Faiza Mohd Tohit, Razman Mohd Rus
    IIUM Medical Journal Malaysia, 2019;18(102):46-0.
    MyJurnal
    Pediculosis capitis among primary school children is a global problem which poses significant consequences among school children and caregivers alike. Previous studies showed an association between pediculosis capitis and sociodemographic factors such as school location, age, gender, ethnicity, parental education, monthly household income, number of siblings and number of family members. Primary schools in Malaysia consist of National School and National-type school (Chinese) and (Tamil), all of which have different sociodemographic backgrounds. Thus, this study aims to investigate and compare the prevalence of pediculosis capitis among children of different types of primary school in Kuantan to properly plan for future intervention. Materials and method: An analytical crosssectional study using stratified random sampling was carried out. The schools were stratified according to their types. Number of respondents from each school was determined by proportionate-to-size. Respondents from standard one to six were given self-administered validated questionnaire. Then, their hair and scalp were examined for the evidence of pediculosis capitis. Data was analysed using descriptive statistics. Results: There were 1,365 respondents involved in this study; consisting of students from National Schools (n=791), Chinese Schools (n=424) and Tamil Schools (n=150). The overall median age was 8.0 years. Majority of them were males (53.41%), of Malays ethnicity (60.29%), with household income between RM1000-RM2999 (31.87%) and from urban school location (98.68%). The overall prevalence of pediculosis capitis was 9.6% (n=131). The prevalence of pediculosis capitis among the selected schools was found to be the highest in National-type school (Tamil) at 33.33% (n=50), followed by National School at 7.33% (n=58) and National-type school (Chinese) at 5.42% (n=23). Conclusion: Pediculosis capitis showed an endemicity in all types of primary schools. Hence, preventive measures are necessary to reduce the transmission of head lice among school children.
  14. Nurul Syazwani Abd Khalid, Muhammad Afiq Kodiron, Mohd Yusof Sainal, Faisel Elagili, Azmi Md Nor
    IIUM Medical Journal Malaysia, 2019;18(102):55-0.
    MyJurnal
    Colorectal cancer (CRC) is the second most common cancer in Malaysia. In general, patients aged > 65 years comprise the majority of the population with CRC. However, recent reports indicate its increasing incidence in younger populations. We describe 4 cases of early onset colorectal cancer in Kuantan. Materials and method: This is a descriptive study of a small series of patients. Data between 2018 and 2019 were obtained from medical charts. Results: We diagnosed four patients under the age of 50 with colon cancer (75% male), the median age was 36 (23-47), with no comorbidities. None of the patient had family history of colorectal cancer. The majority of our patients presented with complication of tumour (2 perforation, 1 obstruction) required emergency surgeries. Only one patient presented with with rectal bleeding and was found to have tumor of the rectosigmoid junction. Two patients had tumor at descending colon and one at the splenic flexure. From this case series, we found there were one patient for every stage of colorectal cancer. Carcinoembryonic (CEA) levels were elevated at baseline in only two patients. Conclusion: Incidence of colon cancer rises among young patients in Kuantan. Further studies are needed to clarify the clinical and biological characteristics of colon cancer, improve its treatment strategies, and promote better outcomes in young patients.
  15. Suhaila Muhammad Al, Nurdayana Khairul Anuar, Nurul Najah Abu Bakar, Munirah Yaacob, Juzaily Husain
    IIUM Medical Journal Malaysia, 2019;18(102):63-0.
    MyJurnal
    Proper knowledge of oral diseases is crucial in medical practice because periodontal disease is associated with multiple systemic conditions. A large number of systemic diseases and drugs have oral manifestations as well as adverse reactions. The aim of this study is to assess periodontal awareness, knowledge and attitude among medical students of International Islamic University Malaysia (IIUM). Materials and method: This cross-sectional study utilized questionnaires which were distributed to fourth and final year medical students of IIUM Kuantan. Each participant’s consent was obtained before being recruited into the survey. Questions pertaining to oral health, periodontal disease and its relation with systemic conditions were given. Based on the answers, respondents’ awareness, knowledge and attitude were assessed.The data was analyzed by using Statistical Package for Social Sciences (SPSS) version 21. Results: A total of 93 students completed the survey questionnaires. 3% of them have awareness that periodontal disease is related to gingiva. 10% respondents agreed that the dental plaque is the primary cause of periodontal disease.80% respondents have knowledge of associations between periodontal disease and systemic conditions. 4% of them were able to identify drugs causing gingival enlargement. 97% of respondents showed positive attitude for referral to dentist in the future. Conclusions: The participants have superficial awareness and knowledge about periodontal disease and its relation to systemic conditions. However, they have positive attitude for future practice towards their patients. Hopefully, this research may provide direct suggestion to incorporate basic periodontal knowledge in their medical syllabus.
  16. Parthiban S.Gopal, Muhammad AlNaufal Abdul Rahman, Nor Malina Malek, Paramjit Singh Jamir Singh, Law, Chee Hong
    MyJurnal
    Kemiskinan merupakan satu fenomena yang dialami oleh seseorang individu tanpa kerelaan dan kehendak mereka. Kemiskinan boleh dikategorikan kepada dua jenis iaitu material dan bukan material. Miskin material terdiri daripada miskin pendapatan dan bukan pendapatan iaitu pendidikan, akses kepada kesihatan, pekerjaan dan kemudahan awam. Manakala miskin bukan material ialah berkait berkenaan ciri-ciri sahsiah seperti emosi, psikologi dan rohani. Kesemua keadaan yang berlaku ini menyebabkan seseorang yang miskin mengalami kesukaran untuk keluar dari situasi kemiskinan sekiranya tiada tindakan yang dilakukan oleh pihak bertanggungjawab. Pengukuran kemiskinan adalah langkah awal dalam mengenal pasti golongan miskin. Terdapat dua jenis iaitu pengukuran kemiskinan undimensi yang melihat kemiskinan dari sudut pendapatan sahaja dan pengukuran kemiskinan multidimensi yang melihat pada aspek holistik serta kemanusiaan. Terdapat banyak kelemahan pada pengukuran unidimensi kerana ia hanya mengukur kemiskinan dari perspektif pendapatan sahaja. Hal ini sudah tentulah tidak komprehensif dalam pengenalpastian golongan yang miskin. Oleh itu pengukuran kemiskinan multidimensi akan diterokai bagi memahami dengan lebih lanjut seperti perbezaannya dengan pengukuran unidimensi dan mengapakah Indeks Kemiskinan Multidimensi (IKM) adalah pengukur kemiskinan yang paling sesuai lagi berkesan. Kajian ini menggunakan data sekunder sebagai metodologi kajian. Hasil kajian ini dijangka bukan sahaja boleh mengetahui berapa ramai yang miskin dan peratusannya, malahan kita juga boleh mengetahui dimensi penyumbang utama kepada masalah kemiskinan. Melalui pengukuran ini, sesuatu program atau pemberian insentif dapat disalurkan dengan tepat kepada kumpulan sasaran.
  17. Muhammad Fairuz Shah Abd Karim, Kong, Chee-Kwan, AR Yusoff, Alizan A. Khalil
    JUMMEC, 2020;23(2):99-102.
    MyJurnal
    Epidermal cyst is the most common type of cyst to occur in subcutaneous tissue. It is usually small, asymptomatic, and solitary in lesion. When the size is greater than 5 cm, it is classified as a giant epidermal cyst. If the size is big, it may sometimes mimic a soft tissue sarcoma, hence requiring further evaluation with imaging or histopathological studies. We report a case series of two patients whom presented with a huge swelling at different body regions, involving gluteal and chest. Both patients underwent different modes of imaging to delineate the anatomical extent of the lesion. Excision biopsy was done and the histopathological report confirmed epidermal cyst with no malignancy. The purpose of this case series is to describe the rare occurrence of giant epidermal cyst and to elaborate the methods of approach to arrive at the diagnosis.
  18. Aaina Iryani Mubarak, Wan Nur Aida Wan Muhammad Shukri, Ahmad Khaldun Ismail
    JUMMEC, 2020;23(2):103-106.
    MyJurnal
    Aortic dissection (AD) is a rare cardiovascular emergency with a high rate of mortality. Most patients present with typical signs and symptoms of AD. However, atypical presentation increases risk of delay in diagnosis and treatment. Patients may present with syncope, seizures or other neurological symptoms which may deceive the diagnosis of AD. Dissection can be in the acute or chronic phase, but there has been no documentation of an acute dissection which occurs in a chronic dissection. We hereby to report a case of an acute on chronic thoraco-abdominal dissection.
  19. Muhammad Fatih bin Ibrahim, Mohd Faizal bin Mohamad, Naoki Ikegaya, Azli Abd Razak
    ESTEEM Academic Journal, 2021;17(2):67-77.
    MyJurnal
    Building overhang is an essential element in the construction of terrace
    houses in Malaysia to protect occupants from the sunlight, car parking, and
    social event purposes. However, there is still a lack of study investigating the
    effect of overhang in a windy area of terrace houses despite its effect on the
    flow modification around the building. Therefore, in this paper, a series of
    computational fluid dynamics (CFD) simulations were performed using
    Reynolds Average Navier Stokes(RANS) equations and renormalization
    group (RNG) k – ε as the turbulence closure model. Simulations were
    conducted on a unity aspect ratio of two-dimensional street canyon
    representing the low-rise terrace house area in a flat roof shape and three
    different overhang conditions. The protruding overhangs were significantly
    modified the in-canyon flow structure as it limited the penetration of the
    above flow into the canyon as compared to the without overhang case. In
    addition, spatially-averaged ? of the turbulent kinetic energy depicted that
    the value decreased within the canyon, demonstrating the independence of
    the overhang location. It is recommended to perform a further study on the
    ventilation performance of the street canyon through evaluation of
    ventilation indices such as ventilation rate, air exchange rate (ACH), and
    pollutant exchange rate (PCH).
  20. Zulqarnain M, Khalaf Zager Alsaedi A, Ghazali R, Ghouse MG, Sharif W, Aida Husaini N
    PeerJ Comput Sci, 2021;7:e570.
    PMID: 34435091 DOI: 10.7717/peerj-cs.570
    Question classification is one of the essential tasks for automatic question answering implementation in natural language processing (NLP). Recently, there have been several text-mining issues such as text classification, document categorization, web mining, sentiment analysis, and spam filtering that have been successfully achieved by deep learning approaches. In this study, we illustrated and investigated our work on certain deep learning approaches for question classification tasks in an extremely inflected Turkish language. In this study, we trained and tested the deep learning architectures on the questions dataset in Turkish. In addition to this, we used three main deep learning approaches (Gated Recurrent Unit (GRU), Long Short-Term Memory (LSTM), Convolutional Neural Networks (CNN)) and we also applied two different deep learning combinations of CNN-GRU and CNN-LSTM architectures. Furthermore, we applied the Word2vec technique with both skip-gram and CBOW methods for word embedding with various vector sizes on a large corpus composed of user questions. By comparing analysis, we conducted an experiment on deep learning architectures based on test and 10-cross fold validation accuracy. Experiment results were obtained to illustrate the effectiveness of various Word2vec techniques that have a considerable impact on the accuracy rate using different deep learning approaches. We attained an accuracy of 93.7% by using these techniques on the question dataset.
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