Browsing School of Data and Sciences (SDS) by Title
Now showing items 1646-1665 of 2154
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Prediction of human activity using machine learning
(Brac University, 2019-12)Involving machine learning in recognizing human activities is a widely discussed topic of this era. It has a noticeable growth of interest for implementing a wide range of applications such as health monitoring, indoor ... -
Prediction of production rate for cultivable land correlating soil quality parameters and weather condition
(Brac University, 2023-07)In the modern time due to increasing global warming, the change of weather patterns and increase in pollution, the amount of crop production has been adversely affected. While on the other hand farmers trying to prevent ... -
Prediction of rainfall using data mining techniques
(BRAC University, 2017)The research for this paper concentrates on finding inter-relations between various climatic indices and predict precipitation consequently. And since rainfall is the prominent reason behind flood, our study can aid immensely ... -
Prediction of success factors of FMCG commercials using signal processing and machine learning algorithms
(Brac University, 2021-06)In the highly advanced and competitive business world, today’s marketing strategy has become very difficult. To satisfy the needs and necessities of consumers, advanced marketing research methods are required to recognize ... -
Prediction of UTR5’, CDS AND UTR3’ Splice sites in an unknown DNA sequence
(BRAC UniversityBRAC University, 2014-01)The recent flood of data from genome sequences and functional genomics has given rise to a new field, bioinformatics, which combines elements of biology and computer science. In experimental molecular biology, bioinformatics ... -
Prediction on large scale data using extreme gradient boosting
(BRAC University, 2016-08)This paper presents a use case of data mining for sales forecasting in retail demand and sales prediction. In particular, the Extreme Gradient Boosting algorithm is used to design a prediction model to accurately estimate ... -
Predictive analysis on depression among university students in Bangladesh
(Brac University, 2024-01)The identification of depression is done by medical practitioners based on mental status questionnaires and the patient’s self-reporting. Apart from the methods being highly dependent on the patient’s current mood, people ... -
Predictive location generation using machine learning approach
(BRAC University, 8/21/2017)Predicting future locations by analyzing past data is not new. Giants like Google, Yahoo or Amazon all use their own machine learning algorithms to generate it but these companies use the data for business purposes as a ... -
Predictive maintenance of HVAC system using supervised machine learning algorithms
(Brac University, 2021-09)Technological advancements, especially rich data, being incorporated into the development of buildings is simultaneously elevating the importance of fault detection and diagnostics (FDD) of energy-e cient applications ... -
Preliminary design concept for startups: minimum viable user experience
(Brac University, 2023-05)Small startups often develop websites or mobile applications without fully understanding what the users really want. However, obtaining trustworthy early feedback from customers can be challenging because they tend to ... -
Presence of Pseudomonas Aeruginosa in drinking water of Bangladesh
(Brac University, 2022-02)Pseudomonas aeruginosa is an opportunistic pathogen and is responsible for nosocomial infections. It is notorious bacteria and can even survive in distilled water. Its presence in drinking water can be dangerous as it can ... -
Preserving heritage sites of Dhaka City using 3D modeling and virtual reality technology
(BRAC University, 2018-07)This thesis presents a model that is aimed at preserving heritage sites of Dhaka by implementing 3D modeling and Virtual Reality technologies. The proposed model consists of reconstructed 3D models of historical establishments, ... -
Prevalence & antibiotic susceptibility patterns Of pathogens obtained from the lower respiratory tract Of patients from NIDCH Dhaka-Bangladesh
(Brac University, 2019-12)Lower Respiratory Tract Infections (LRTIs) are very common and the usual way to treat them is by using antibiotics. Recently, treatment has become more complicated since most of the pathogens that cause these infections ... -
Prevalence and antimicrobial resistance pattern of staphylococcus aureus in the hospital waste water and adjacent community water in Dhaka city
(Brac University, 2023-02)Staphylococcus aureus is an important pathogen that has the potential to cause infections both in nosocomial and community settings. In terms of morphology, Staphylococcus aureus is a gram-positive bacteria that causes ... -
Prevalence and application of an evolving genome editing tool “CRISPR/Cas System” in cancer research and treatment
(Brac University, 2022-12)One of the biggest causes of mortality worldwide is cancer. Cancer is one of the most challenging diseases to cure because of its capacity to spread quickly, metastasis, and create diverse tumors as a result of mutagenesis ... -
Prevalence and characterization of methicillin resistant staphylococcus spp. in surface water of Dhaka
(BRAC University, 2018-10)Dhaka city being the capital of Bangladesh faces problem with rapid urbanization based on ruralto- urban migration often results in the contamination of water bodies with bacteria pathogenic to humans. This study aims ... -
Prevalence and diversity of antimicrobial resistant pathogens from medical and community wastewater in Dhaka City
(Brac University, 2022-05)Background: Uncontrolled and excessive exposure of antibiotics in the medical waste poses a selective pressure to acquire and disseminate highly antibiotic resistance genes to common pathogenic bacteria. This study is ... -
Prevalence and molecular characterization of extended spectrum Beta-Lactamase producing multidrug-resistant Pseudomonas aeruginosa and Klebsiella pneumoniae isolates
(2017-06)The discovery of antibiotics has revolutionized health care worldwide. However, the life-saving role of antibiotics is threatened by the emergence of antibiotic- resistant ‘superbugs’. With the emergence of antibiotic ... -
Prevalence and patterns of antimicrobial resistance in salmonella enterica serovar Typhi and Salmonella enterica serovar Paratyphi, Bangladesh
(BRAC University, 2016-11)Salmonella enterica serovar Typhi (S. Typhi) and Salmonella enterica serovar Paratyphi (S. Paratyphi) are two gram negative bacilli, responsible for enteric fever (typhoid and paratyphoid, respectively). Both of the fever, ... -
Prevalence and Risk factors of Vulvovaginal Candidiasis during pregnancy: A review
(Brac University, 2021-04)Vulvovaginal candidiasis (VVC) is an infection of the vagina caused by yeast, especially Candida spp. Although VVC is common among reproductive-age women, prevalence studies notice its uprise to 30% during pregnancy, ...