Natural & Applied Sciences

Research Papers/Topics Natural & Applied Sciences

Processing and characterization of a sorghum stem-based fibre polymer composite for building insulation application

Abstract: Agricultural residue-based fibrous (ARF) materials have been identified to be a commercially viable solution for energy-efficient building insulation application. ARFs have various advantages over synthetic fibers including environmentally friendly, light weight, low cost, and competent mechanical properties. Meanwhile, in many African countries including Botswana, the expertise to manufacture building insulators by using ARFs is scarce and consequently building insulation material...

Face Recognition Using Dual Tree Complex Wavelet Transform

Abstract: We propose a novel face recognition using Dual Tree Complex Wavelet Transform (DTCWT), which is used to extract features from face images. The Complex Wavelet Transform is a tool that uses a dual tree of wavelet filters to find the real and imaginary parts of complex wavelet coefficients. The DT-CWT is, however, less redundant and computationally efficient. CWT is a relatively recent enhancement to the discrete wavelet transform (DWT). We show that it is a well-suited basis for thi...

Different Data Mining Algorithms: a Performance Analysis

Abstract: Data mining (also called knowledge discovery in databases) represents the process of extracting interesting and previously unknown knowledge (patterns) from data. By applying artificial intelligence together with analytical methods data can be extracted. An association rule expresses the dependence of a set of attribute-value pairs, called items, upon another set of items (item set). . The association rule mining algorithms can be classified into two main groups: the level-wise alg...

GNP-Based Fuzzy Class-Association Rule Mining in IDS

Abstract: As the Internet services spread all over the world, many kinds of security threats are increasing. Therefore, existing Intrusion Detection Systems (IDS) facing very serious issue for the Internet users for their day to day online transactions, like Internet banking, online shopping, foreign exchange and trading stocks. Genetic Algorithm is used to identify various attacks on different type of connections. This algorithm takes into consideration of different features in network conn...

Analysis and optimization of auto-correlation based frequency offset estimation

Abstract: In this letter, a general auto-correlation based frequency offset estimation (FOE) algorithm is analyzed. An approximate closed-form expression for the Mean Square Error (MSE) of the FOE is obtained, and it is proved that, given training symbols of fixed length N, choosing the number of summations in the auto-correlation to be 〈N/3〉 and the correlation distance to be 〈2N/3〉 is optimal in that it minimizes the MSE. Simulation results are provided to validate the analysis and...

Image compression techniques in wireless sensor networks: a survey and comparison

Abstract: There is continuous intensive research on image compression techniques in wireless sensor networks (WSNs) in the literature. Some of the image compression techniques in WSNs that exist in the literature include discrete cosine transform (DCT), discrete waveform transforms (DWT), set partitioning in a hierarchical tree (SPIHT), and embedded zero tree wavelet (EZW) coding. Research on image compression in WSNs is necessitated by the need to improve the energy efficiency of sensor nod...

A phytolith supported biosphere-hydrosphere predictive model for southern Ethiopia: insights into paleoenvironmental changes and human landscape preferences since the last glacial maximum

Abstract: During the past 25 ka, southern Ethiopia has undergone tremendous climatic changes, from dry and relatively cold during the Last Glacial Maximum (LGM, 25–18 ka) to the African Humid Period (AHP, 15–5 ka), and back to present-day dry conditions. As a contribution to better understand the effects of climate change on vegetation and lakes, we here present a new Predictive Vegetation Model that is linked with a Lake Balance Model and available vegetation-proxy records from southern...

Mineralogy and geochemistry of the Ngaoundaba Crater Lake sediments, northern Cameroon: implications for provenance and trace metals status

Abstract: This study was conducted on the Ngaoundaba Crater Lake sediments to infer provenance, weathering conditions, organic matter accumulation, and trace metal concentrations. Ngaoundaba Lake sediments were collected using a manual core sampler at 5 to 8 m water depth. Two sediment cores from the littoral and center of the lake were analyzed for grain size distribution, water content (WC), organic matter content, mineralogy, and major and trace element concentrations. The Ngaoundaba sedi...

Deployment of IoV for smart cities: applications, architecture, and challenges

Abstract: The Internet of Vehicles (IoV) is a convergence of the mobile Internet and the Internet of Things (IoT), where vehicles function as smart moving intelligent nodes or objects within the sensing network. This paper gives two contributions to the state-of-the-art for IoV technology research. First, we present a comprehensive review of the current and emerging IoV paradigms and communication models with an emphasis on deployment in smart cities. Currently, surveys from many authors hav...

Prediction of genes that function in methanogenesis and CO2 pathways in extremophiles

Abstract: Gaet’ale (GAL) and Mud’ara (MUP) are two hypersaline ponds located in the Danakil Depression recharged by underground water from the surrounding highlands. These two ponds have different pH, salinity, and show variation in the concentration of many ionic components. Metagenomic analysis concludes that GAL is dominated by bacteria as in the case of the other hypersaline and acidic ponds in the Danakil Depression. However, Archaea dominated the ponds of MUP. In the current study,...

Fuzzy model-based reconstruction of paleovegetation in Ethiopia

Abstract: We introduce a new method to compute plant distribution in Ethiopia under paleoclimatic conditions using fuzzy logic. Using a published map of the potential vegetation for Ethiopia we decipher the boundary conditions for the main vegetation units shown, reflecting modern climatic conditions for temperature and precipitation in this region. Fuzzy logic using these climatic values on a GIS platform then derived the computational map of the potential vegetation. Comparing it with the ...

A study on the comminution characteristics of diorite

Abstract: The focus of this thesis was on the comparison in breakage behavior of heterogeneous diorite rock obtained at two separate quarry locations in Botswana. There are many problems associated with inefficient size reduction of quarry stones. Generally, when the material is left over sized, it will fail in its downstream operation because during separation/ screening the product will not pass to lower screens and it will require a secondary crushing activity resulting in a waste of ener...

Computerised Accounting Software; A Curriculum that Enhances an Accounting Programme

Abstract: There has been an outcry in commerce and industry about students who fail to perform in the accounting department due to lack of “practical accounting skills”. It is from this background that the researchers were motivated to investigate the impact of a Computerised Accounting Software Curriculum that enhances an Accounting Programme. At Botho University a degree in Bsc Hons in Accounting is offered and it is perceived that the graduates of this programme will be all rounded af...

The future of smart implants towards personalized and pervasive healthcare in Sub-Saharan Africa: Opportunities, barriers and policy recommendations

Abstract: Smart implants continue to evolve, posing tremendous opportunities to move towards personalized and pervasive healthcare in Sub-Saharan Africa (SSA). However, the adoption of smart implants is still nascent in SSA despite their tremendous benefits and the increasing demand to provide pervasive and personalized healthcare. There- fore, this study aimed to provide a comprehensive analysis of opportunities and potential challenges associated with the adoption of smart implants in SSA ...

Investigating the Availability of Nutrition Management Service for Hypertensive Elderly People In Khubetsoana And Thamae Health Centers

Abstract: Many elderly people have hypertension, and health systems are faced with the challenge of responding to the needs of this population. The availability of Nutrition Management Service (NMS) in Out Patient Department (OPD) services is one of the strategies that have the potential to control these patients' blood pressure. The study sought to investigate the availability of NMS for the hypertensive outpatient elderly in Thamae Health Centre and Khubetsona Health Centre. The study was ...


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