464 research outputs found

    Advance Wave Modeling and Diffractions for High-Resolution Subsurface Seismic Imaging

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    Seismic modeling and Imaging for the small-scale feature in a complex subsurface geology such as salt deposit, fracture reservoir, and Carbonate is not casual because of propagated wave affected by many objects once it hits the geologic structure in the subsurface. The principal goal of newly developed seismic modeling & imaging is to get a subsurface image of structural features with greatest sharpness or resolution. Using model dataset the Sigsbee and Marmousi, we illustrate the accuracy of conventional and advance wave modeling techniques. However, in conventional a Finite difference (FD) algorithm is used to generate the data and in advanced wave modeling, the low-rank (LR) approximation is used to acquire zero-offset configuration data. A field dataset from Malaysian basin is re-processed and imaged using diffraction imaging which shows an enhancement in structural interpretation. Furthermore, the results gained from the proposed modeling and imaging approach significantly enhance the bandwidth of the imaged data. Finally, a frequency spectrum shows a recovery of low-frequency from 0 to 60 Hz which is an optimal resolution of seismic imaging

    Technological Antecedents of Organizational Agility: PLS SEM Based Analysis Using IT Infrastructure, ERP Assimilation, and Business Intelligence

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    Organizations often ignore the use information technology infrastructure, Business Intelligence and ERP software to improvise their decision making process due to which organizational agility is suffered. Such organizations fail to make decisions according to the needs of the market that leads to the loss of market share. Based on the contingency theory, conceptual model of this study was developed using the constructs of IT Infrastructure Flexibility, Business Intelligence Use, ERP Assimilation, and Organizational Agility. Survey method was used to collect the data from the managers and executives, who are involved in the key decision making process in any organization. Total 253 out of 265 responses were considered valid and PLS SEM approach was used to test the direct and indirect effects. Results indicate that mediating effect of Business Intelligence Use and ERP Assimilation between IT Infrastructure Flexibility and Organizational Agility has been substantiated. Findings of this study conclude that IT Infrastructure should be improvised, specifically when organization is going to adopt the ERP systems and Business Intelligence to make the timely decisions according to the requirements of the market that ultimately affects the Organizational Agility

    Flow-Based Rules Generation for Intrusion Detection System using Machine Learning Approach

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    Rapid increase in internet users also brought new ways of privacy and security exploitation. Intrusion is one of such attacks in which an authorized user can access system resources and is major concern for cyber security community. Although AV and firewall companies work hard to cope with this kind of attacks and generate signatures for such exploits but still, they are lagging behind badly in this race. This research proposes an approach to ease the task of rules generationby making use of machine learning for this purpose. We used 17 network features to train a random forest classifier and this trained classifier is then translated into rules which can easily be integrated with most commonly used firewalls like snort and suricata etc. This work targets five kind of attacks: brute force, denial of service, HTTP DoS, infiltrate from inside and SSH brute force. Separate rules are generated for each kind of attack. As not every generated rule contributes toward detection that's why an evaluation mechanism is also used which selects the best rule on the basis of precision and f-measure values. Generated rules for some attacks have 100% precision with detection rate of more than 99% which represents effectiveness of this approach on traditional firewalls. As our proposed system translates trained classifier model into set of rules for firewalls so it is not only effective for rules generation but also give machine learning characteristics to traditional firewall to some extent.&nbsp

    Foreign Direct Investment Lead to Exports of Pakistan: An Econometric Evidence

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    The objective of the study is to empirically analyze that whether foreign direct investment lead to exports of Pakistan for the period from 1972 to 2014. Econometric results are estimated using Partial Adjustment Model for long run as well short run and then some diagnostic statistics are also applied for reliability of results. Long run and short run results propose positive influence of foreign direct investment, exchange rate, trade openness, and real GDP of Pakistan while inflation is found to have inverse effect of exports of Pakistan. Further tests indicate regression model free from Autocorrelation, Heteroskedasticity, abnormality of residuals and dynamic instability problems. Keywords: Foreign Direct Investment, Real GDP, Exports, Exchange Rate, Inflation

    CORRELATION BETWEEN STANDARDIZED UPTAKE VALUE AND HISTOPATHOLOGY OF OESOPHAGEAL CARCINOMA: A SINGLE CENTER ANALYSIS

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    Aim: This study aims to evaluate the correlation between oesophageal cancer histopathology and the standardised uptake value (SUV) of the primary lesion on positron emission tomography/computed tomography (PET/CT) scan.Methods: We reviewed clinical data of consecutive newly diagnosed oesophageal cancer patients who underwent positron emission tomography with 2-deoxy-2-[ uorine-18] uoro-D glucose integrated with CT (18F-FDG PET/CT) between September 2009 and July 2014. Results: A total of 289 baseline scans were performed in this 55-month period. Of these, 171 (59%) were male. The mean age was 52.6 years (standard deviation ± 12.4 years). On histological review, 214 were squamous cell carcinomas (SCCa) and 75 were adenocarcinomas. Of the SCCa, 15.9% were poorly differentiated, 70.6% were moderately differentiated and 13.5% were well differentiated. Of the adenocarcinomas, 20% were poorly differentiated, 45% were moderately differentiated, 28% were well differentiated and signet ring cell was 7%. Mean maximum SUV (SUVmax) for SCCa was 12.6 ± 5.14 and 10.5 ± 6.2 for adenocarcinomas. In bivariate analysis, being a female was associated with a higher SUV in the primary lesion by 1.66 units (P = 0.011) compared to males. Adenocarcinomas were associated with a lower SUV by 2.14 units (P = 0.004) compared to SCCa. In bivariate analysis, no signi cant correlation was found between the T-stage of the tumour and the SUVmax of the primary tumour (P = 0.339). Multivariate analyses showed no association of the SUV of the primary oesophageal tumour with the degree of differentiation of either SCCa or adenocarcinoma. There was no correlation between the SUVmax of the primary lesion and the presence or activity level of a metastatic focus, whether visceral or nodal. Conclusion: At our centre, three-fourths of patients with oesophageal carcinoma had squamous cell carcinoma on histology. Adenocarcinoma is associated with a lower SUV compared to SCCa. There is no association between the SUVmax and degree of differentiation of the primary oesophageal cancer. Key words: Fluorodeoxyglucose, oesophageal adenocarcinoma, oesophageal squamous cell carcinoma, positron emission tomography/computed tomography, standardised uptake value

    Modeling Wastewater Evolution and Management Options under Variable Land Use Scenarios

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    The development of a reliable decision support system and predictions for water quantity and quality often require a reasonable level of environmental and hydrological simulations at various geographic scales. The Soil and Water Assessment Tool (SWAT) model offers distributed parameter and continuous time simulation, and flexible watershed configuration and with the adoption of geographic information system (GIS) technology, a user-friendly and interactive decision support system can be developed for wastewater management. In this chapter, we evaluated the spatio-temporal evolution of wastewater contaminants in an environmentally degraded watershed through integrated field-based investigations and modeling approach. Later, management options were identified to improve the watershed health and agro-environment. The results of the modeling study exhibited variable responses of surface runoff and water quality to different scenarios of land use change. Temporal wastewater analysis indicated a significant impact of seasonality on the contaminants’ population levels. The adopted approach would prove effective in evaluating better management options to reduce negative impacts of wastewater and contaminants for sustainable agro-environment in future

    Rapid and simple DNA extraction protocol from goat rumen digesta for metagenomic analysis

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    Abstract: In contrast to the traditional culturing techniques and microscopy that have led to the identification and characterization of only about 15-20 % of the rumen microbes till date, nucleic acid-based molecular approaches are rapid, reproducible, and allow both the qualitative and quantitative assessment of microbial diversity. The aim of this study was to develop a simple, rapid and effective extraction protocol for the recovery of high-molecular-weight and cloneable metagenomic DNA (mDNA) from goat rumen contents. An efficient method was devised to isolate highmolecular-weight mDNA (>23kb) that was pure and cloneable after isolation in a relatively short period (3.5 h). This is the first report wherein purification of isolated mDNA could be passed. The purity and cloneability of mDNA was found to be possible with the successful restriction digestion, 16S rDNA PCR amplification of the isolated mDNA and mDNA library construction.The screening of 1600 clones from the metagenomic library revealed one clone with adistinct hydrolytic activity on carboxymethyl cellulose (CMC) agar suggesting its endoglucanase activity. Agarose gel electrophoresis showed aDNA insert of ~1.5kb size on digestion with BamH1. The metagenomic clones offer a prodigious non-conventional means to explore the genetically untapped resources from nature

    Negative pressure wound therapy: eleven-year experience at a tertiary care hospital

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    Background: Management of complicated wounds is a reconstructive challenge. A reconstructive surgeon has to be ready to face new challenges every day. Negative pressure wound therapy has revolutionized the management of complex wounds. We are presenting our experience with this wound care modality in the past 11 years.Methods: It was a prospective study conducted from January 2006 to December 2016 on patients having wounds of varied etiologies, who consented to participate in this study. Custom made low cost NPWT was used till definitive wound closure.Results: A total of 568 patients consented to participate in the study during these 11 years. No major complications were seen. Most of these were males (60.73%) in their 3rd and 4th decade. Trauma was the leading cause of wounds in 38.14%, followed by diabetic foot wounds in 21.5%. Ankle and foot was the most common site of wounds (30.92%) followed by leg (24.01%). A total of 322 small, 218 medium and 97 large size dressings were used. Most of the patients improved with the NPWT.  No major complications were seen.Conclusions: NPWT is safe, effective and has proved to be revolutionary in managing difficult wounds. With the use of customized low cost NPWT the benefit can be extended to underprivileged population in under developed nations too

    Experimental Study on the Structural Behavior of Cast in-situ Hollow Core Concrete Slabs

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    An experimental work has been carried out to study the flexural behavior of cast in-situ hollow core reinforced concrete (HCRC) slabs constructed by using easy, cost effective and implementable techniques in field. The precast elements made of different easily available affordable material i.e. concrete, polyvinyl chloride (PVC) and plaster of paris having voided cross- sections of circular, rectangular and triangular shapes were incorporated in one direction during pouring of concrete with minimum flexural reinforcement to construct HCRC slabs. A total of 14 slab specimens including 02 specimens per specification were tested with third point loading for the assessment of flexural behavior as per ASTM standards C78/C78M. The flexural behavior of HCRC slabs with polyvinyl and plaster of paris elements having hollow cross-sections was comparable with the control solid slabs, however, HCRC slab with concrete pipes showed 7 to 8 percent reduction in flexural strength with 19 to 20 percent reduction in self-weight. All the tested specimens performed well in shear as no shear failure was observed. This study reveals that HCRC slabs with locally available material having hollow cross section elements can be used for the construction of cast in-situ monolithic construction of one-way slabs with ordinary construction techniques. Doi: 10.28991/cej-2020-03091597 Full Text: PD
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