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Chapter and Conference Paper
Machine Learning-Based Prediction of COVID-19: A Robust Approach for Early Diagnosis and Treatment
The worldwide health catastrophe sparked by the COVID-19 epidemic continues, emphasizing the need for novel solutions in prediction, early diagnosis, and treatment. While vaccine development has progressed, th...
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Chapter and Conference Paper
Peripheral Blood Smear Image-Based Blood Cancer Detection Using Transfer Learning
The lymphatic, bone marrow, and blood systems are all affected by hematological malignancy, also known as blood cancer. Early detection is essential for improved blood medical care and better patient outcomes....
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Chapter and Conference Paper
A Real-Time Bangla Local Language Recognition from Voice
Voice is the most natural form of communication and interaction between people. Bangladesh has masses of people who do not know how to read or write but merely speak and also Ty** in Bangla can be difficult,...
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Chapter and Conference Paper
A New Chaotic-Based Analysis of Data Encryption and Decryption
Because the amount of exchange hypersensitive data via the Internet is growing at an exponential rate, network and data security have recently been the most pressing worry. On the subject of data security, man...
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Chapter and Conference Paper
Impact Analysis of Rooftop Solar Photovoltaic Systems in Academic Buildings
Solar energy is a non-depleting and eco-friendly source of renewable energy that is generated through the use of solar panels, which convert the energy from the sun into electricity. In the current world, we n...
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Article
A technical note on: An inventory model under price and stock dependent demand for controllable deterioration rate with shortages and preservation technology investment—revisited
This technical note deals with the modifications of the revised optimal policies for a problem to meet price and stock dependent demand of a controllable deteriorating item by investing on preservation technol...
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Article
Open AccessHeterogeneity in prevalence of subclinical Plasmodium falciparum and Plasmodium vivax infections but no parasite genomic clustering in the Chittagong Hill Tracts, Bangladesh
Malaria remains endemic in Bangladesh, with the majority of cases occurring in forested, mountainous region in the Chittagong Hill Tracts (CHT). This area is home to Bengali and diverse groups of indigenous pe...
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Chapter and Conference Paper
Centralized Data Driven Decision Making System for Bangladeshi University Admission
The advancement of any modern nation depends largely on the standard of higher education. The fourth industrial revolution is all about the growth of information and frontier technologies. Consequently, it is ...
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Chapter
Introduction
Urbanization is a global trend; over 50% of the world population lives in urban areas, supposed to increase to 68% by 2050 [UN-DESA, 2018]. Making urban spaces more livable and urban mobility more sustainable ...
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Chapter
Data Sets and Evaluation Metrics
In this chapter, we survey and discuss several real-world data sets and evaluation metrics that are utilized to model, calibrate, and validate the GSFM.
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Chapter
Conclusions and Perspectives
In this chapter, we summarize this research work, discuss limitations of the proposed model, and outline future research opportunities related to improving and extending it.
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Chapter
Calibration Methodology
The GSFM model has a large number of parameters, which can be broadly categorized into the following categories.
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Chapter
Towards Combining Expert- and DL-based Models
As discussed in Section 7.2.4, both expert-based and deep learning (DL) approaches have respective strengths and shortcomings in realistic trajectory modeling, and the combination of both methods has the penit...
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Chapter
The State of the Art
In this chapter, existing works on mixed-traffic behavior modeling in shared spaces and their limitations are discussed. As discussed in Section 2.4, realistic modeling of heterogeneous road users’ motion incl...
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Chapter
Evaluation
So far, we have proposed a motion model to reproduce different movement behaviors and interactions of pedestrians and cars in mixed-traffic environments, most specifically in shared spaces. In the following, w...
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Chapter
Background and Preliminaries
This chapter presents some basic concepts and explanations, which are necessary for understanding the dissertation work. As stated in Chapter 1, this study focuses on modeling realistic motion behaviors of ped...
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Chapter
GSFM: The Game-Theoretic Social Force Model
This chapter presents the develo** process and architecture of a mathematical model to capture the motion behaviors of pedestrians and cars in shared spaces. Starting from finding the appropriate methods for...
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Book
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Article
Open AccessInsecticide resistance status of Aedes aegypti in Bangladesh
Arboviral diseases, including dengue and chikungunya, are major public health concerns in Bangladesh where there have been unprecedented levels of transmission reported in recent years. The primary approach to...
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Article
Open AccessImplementing parasite genoty** into national surveillance frameworks: feedback from control programmes and researchers in the Asia–Pacific region
The Asia–Pacific region faces formidable challenges in achieving malaria elimination by the proposed target in 2030. Molecular surveillance of Plasmodium parasites can provide important information on malaria tra...
