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Validation of Machine Learning and Visualization based Static Code Analysis Technique / Validering av Machine Learning and Visualization bygger statisk kod analysteknikMahmood, Waqas, Akhtar, Muhammad Faheem January 2009 (has links)
Software security has always been an afterthought in software development which results into insecure software. Companies rely on penetration testing for detecting security vulnerabilities in their software. However, incorporating security at early stage of development reduces cost and overhead. Static code analysis can be applied at implementation phase of software development life cycle. Applying machine learning and visualization for static code analysis is a novel idea. Technique can learn patterns by normalized compression distance NCD and classify source code into correct or faulty usage on the basis of training instances. Visualization also helps to classify code fragments according to their associated colors. A prototype was developed to implement this technique called Code Distance Visualizer CDV. In order test the efficiency of this technique empirical validation is required. In this research we conduct series of experiments to test its efficiency. We use real life open source software as our test subjects. We also collected bugs from their corresponding bug reporting repositories as well as faulty and correct version of source code. We train CDV by marking correct and faulty version of code fragments. On the basis of these trainings CDV classifies other code fragments as correct or faulty. We measured its fault detection ratio, false negative and false positive ratio. The outcome shows that this technique is efficient in defect detection and has low number of false alarms. / Software trygghet har alltid varit en i efterhand inom mjukvaruutveckling som leder till osäker mjukvara. Företagen är beroende av penetrationstester för att upptäcka säkerhetsproblem i deras programvara. Att införliva säkerheten vid tidigt utvecklingsskede minskar kostnaderna och overhead. Statisk kod analys kan tillämpas vid genomförandet av mjukvaruutveckling livscykel. Tillämpa maskininlärning och visualisering för statisk kod är en ny idé. Teknik kan lära mönster av normaliserade kompressionständning avstånd NCD och klassificera källkoden till rätta eller felaktig användning på grundval av utbildning fall. Visualisering bidrar också till att klassificera code fragment utifrån deras associerade färger. En prototyp har utvecklats för att genomföra denna teknik som kallas Code Avstånd VISUALISERARE CDV. För att testa effektiviteten hos denna teknik empirisk validering krävs. I denna forskning vi bedriver serie experiment för att testa dess effektivitet. Vi använder verkliga livet öppen källkod som vår test ämnen. Vi har också samlats in fel från deras motsvarande felrapportering förråd samt fel och rätt version av källkoden. Vi utbildar CDV genom att markera rätt och fel version av koden fragment. På grundval av dessa träningar CDV klassificerar andra nummer fragment som korrekta eller felaktiga. Vi mätt sina fel upptäckt förhållandet falska negativa och falska positiva förhållandet. Resultatet visar att den här tekniken är effektiv i fel upptäckt och har låga antalet falsklarm. / waqasmah@gmail.com +46762316108
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Fluxes of nitrogen in a semi-natural ecosystemMckenzie, Rebecca January 2013 (has links)
Nitrogen (N) is known to be a limiting factor in peatlands and as such, the vegetation present has adapted to living in low N conditions. This makes such ecosystems particularly vulnerable to increases in the deposition of reactive N (Nr), which may result in significant changes to its biodiversity and biogeochemistry. Since the industrial revolution, the amount of anthropogenic Nr globally has increased from ~15 Tg N y-1 in the 1860’s to ~187 Tg N y-1 in 2005, and is estimated to reach ~267 Tg N yr-1 by 2050 (Galloway et al. 2004, Galloway et al. 2008). Consequences include acidification, loss of biodiversity, changes in vegetation, N-saturation, eutrophication, health impacts and the release of greenhouse gases.Objectives of this thesis were (i) to measure key components of the N-budget at Auchencorth Moss, a Scottish moorland, for a two year period (Jan 2009 – Dec 2010) and (ii) to compare current deposition rates with those measured 14/15 years previously. Annual fluxes of N inputs were estimated from measurements of wet only deposition, estimates of N-fixation deposition and from atmospheric deposition modelled from hourly concentrations of N containing gases and aerosols. Exports were estimated from stream measurements and from atmospheric emissions modelled from hourly concentrations. Organic N is often an underreported part of the N-cycle, but the results presented here suggest it is an important part of the N story. An attempt to identify (dissolved organic nitrogen) DON compounds in both precipitation and stream water was made using GC×GC-NCD. Ten unique compounds were detected, of which only five could be identified: pyrrole, benzonitrile, dodecylamine, N-nitrosodipropylamine and decylamine. Pyrrole, benzonitrile and three unknown compounds were present in both precipitation and stream samples. Ammonia (NH3) fluxes were measured over a 7 month period in 2009 using a wet-chemistry gradient system with online analysis and calculated with the aerodynamic gradient method. The results were used to refine a bi-directional dynamic exchange model. Several parameters were updated, including an increased stomatal emission potential from 180 to 350, a reduction of the minimum cuticular resistance (Rw,min) used to calculate Rw from 20 s m-1 to 15 s m-1 and an increase in the leaching rate (Kr¬) from the leaf surfaces from -0.01 to -0.1 s-1. The exchange parameterisations used to estimate HNO3, HONO and the aerosol compounds were taken from the literature and earlier studies at the site.Overall, Auchencorth was found to accumulate N, with deposition exceeding export by -1.61 kg N ha-1 yr-1. The main N deposition was from NH3, followed by wet deposition of ammonium. DON, which is not routinely included in N budgets, contributed 6.5% of total deposition. The largest loss of N was as DON via the stream with N losses of -5.31 kg N ha-1 yr-1 or 71.8% of total export. Between 1995 and 2009/2010, deposition decreased by 0.81 kg N ha-1 yr-1, with the wet deposition of inorganic nitrogen decreasing by 25.2%, but dry deposition increasing by 12.5%. DON, N2O and N-fixation were not included in the comparison as they were not measured in 1995.This thesis has demonstrated that DON is an important parameter in the overall N budget, and should be routinely measured when assessing the N status of ecosystems.
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Nanocrystalline Diamond for RF MEMS ApplicationsBalachandran, Srinath 15 June 2009 (has links)
Nanocrystalline diamond (NCD) due its outstanding thermal, mechanical and tribological properties is an ideal candidate for MEMS/NEMS devices. NCD offers the possibility to increase the reliability and life time of RF-MEMS switches and by mitigating the problems of stiction, charge trapping, surface wear and cold welding found in traditional all metal MEMS devices.
In this work, nanocrystalline diamond cantilever beams and bridges have been fabricated on a low resistive silicon substrate by using standard micromachining techniques. The diamond structures are then integrated onto alumina and aluminium nitride substrates upon which microwave transmission lines in the microstrip and coplanar waveguide (CPW) topology have been fabricated. The diamond actuators are integrated using a combined soldering and flip chip technique. The NCD bridges are thermally actuated wherein the difference in coefficient of thermal expansion between copper and diamond bends the diamond bridge thus moving the bridges to the actuated state. In the CPW topology, RF-MEMS switches and tunable planar inductors are realized using the micromachined devices. These devices are mounted on a 650 micrometer thick alumina substrate and the microwave characteristics are analyzed in the frequency range of 5-30 GHz. The switches yield a return loss of 15 dB and an insertion loss of 0.2 dB at 20GHz. An inductance ratio of 2.2 is achieved by the tunable inductors at 30 GHz. High power measurements are performed on the diamond actuators which utilize a dual actuation scheme which comprises of thermal and electrostatic actuation. The measurements are performed on the diamond actuators in the power range of 24-47 dBm for the mechanically actuated switches, and 24-40 dBm for electrically actuated switches. The measurements show an insertion loss of 0.2-03 dB in the entire power spectrum.
NCD based RF-MEMS capacitive switches is also designed, fabricated and tested. The switches are fabricated on a high resistive silicon substrate and are electrostatically actuated. Small signal measurements are presented in the frequency range of 1-65 GHz. The measured insertion loss in the up-state is 1.1 dB at 50 GHz with 30 dB isolation in the down-state. Dielectric characterization is performed using the Corona-Kelvin technique and the standard I-V and C-V stress tests for nitride and diamond films. The leaky nature of the diamond films provides a potential solution to reliability issues related to dielectric charging.
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Incorporating a Structural Approach to Reducing the Burden of Non-Communicable DiseasesYang, Joshua S., Mamudu, Hadii M., John, Rijo 06 July 2018 (has links)
Background: Non-communicable diseases (NCDs) account for over two-thirds of deaths worldwide, and global efforts to address NCDs have accelerated. Current prevention and control efforts rely primarily on individual behavior/lifestyle approaches that place the onus of responsibility for health on the individual. These approaches, however, have not stopped the increasing trend of NCDs worldwide. Thus, there is urgent need for exploring alternative approaches in order to attain the aim of reducing global premature NCDs mortality by 25% by 2025, and meeting the NCD reduction objective in the Sustainable Development Goals. Discussion: We suggest the need for a structural approach to addressing the NCDs epidemic that integrates social science and public health theories. We evaluate two overarching principles (empowerment and human rights) and three social determinants of health (labor and employment, trade and industry, and macroeconomics) addressed in the 2013 Global Action Plan for the Prevention and Control of NCDs to demonstrate how a structural approach to NCDs can be incorporated into existing NCD interventions. For each area considered, theoretical considerations for structural thinking are provided and conclude with recommended actions. Conclusion: Achieving the global health agenda goals of reducing NCDs mortality will require a shift to a paradigm that embraces concerted efforts to address both behavioral/lifestyle factors and structural dimensions of NCDs.
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Rozpoznávání podobností souborů na základě chování / Program Similarity Recognition Based on Behaviour AnalysisOtočka, Dávid January 2009 (has links)
The goal of this master thesis was to design an algorithm that will be able to measure the difference between two programs based on their behavioral description. For the algorithm needs, the Levenshtein distance method between two strings and NCD method, were used. Both methods have their implementation approach and test result described. This term also discusses various methods of program analysis in virtual machine environment, as well as explanation of some basic concepts regarding malware analysis.
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Site-directed mutagenesis of the ncd microtubule motor proteinSchmidt, William Richard 30 December 2008 (has links)
Ncd is a member of the kinesin family of motor proteins. Ncd is involved in the processes of meiosis and early mitosis in <i>D. melanogaster</i>. PCR-mediated site-directed mutagenesis was utilized to introduce specific mutations into pET/MC6, a construct containing the motor domain of ncd. Six mutations were generated, two at glutamic acid residue 656, two at proline residue 649, one at arginine residue 623, and one double mutant at arginine residue 623 and threonine residue 632. Mutants proteins were expressed in bacteria and further characterized. Mutagenesis of the proline or glutamic acid residues resulted in insoluble proteins. The one exception is the mutagenesis of glutamic acid residue 656 into a glutamine, which resulted in a partially soluble protein. Mutagenesis of the arginine residue into an alanine (MC6-A623) resulted in a soluble protein while the double mutation of the arginine and threonine was insoluble. MC6-A623 exhibited a similar S-sepharose ion exchange chromatography binding and elution profile as MC6. Peptide antibodies made to conserved ncd motor domain sequences also recognized MC6- A623. The affinity of MC6-A623 (under the conditions tested) for microtubules was less than MC6. Most interestingly, under the conditions tested, MC6-A623 did not exhibit an increased ATPase rate in the presence of microtubules, a hallmark of the kinesin family of microtubule motor proteins. Analysis of the published ncd crystal structure, other motor protein sequences, and the experimental results of the mutagenesis of arginine residue 623, suggest that this residue is involved in the binding of MC6 to microtubules. / Master of Science
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Nouveaux revêtements multicouches diamantés nanograins sur cermets WC-Co : étude des phénomènes microstructuraux intervenant aux interfaces lors de l'élaborationFaure, Cyril 10 December 2010 (has links) (PDF)
Du fait de leurs excellentes propriétés mécaniques et de leurs faibles masses spécifiques, l'utilisation des matériaux composites, au sein des structures mécaniques, est en plein essor. Cependant, leur usinage entraine une usure prématurée et aléatoire des outils de coupes en cermet WC-Co. L'origine de cette étude provient de la nécessité de protéger leur surface par un revêtement dur et résistant comme, par exemple, le diamant NCD. Toutefois, le cobalt présent dans le carbure cémenté favorise la formation de graphite au niveau de l'interface avec le film de diamant, ce qui nuit à son adhérence. La méthode retenue afin d'isoler ce métal de la surface a été de réaliser des systèmes interfaciaux multicouches. Ces derniers sont composés d'une barrière de diffusion au cobalt en nitrure de tantale et/ou en nitrure de zirconium et d'une couche favorisant la germination du diamant en acier inoxydable ou en molybdène. Les protocoles de dépôt élaborés au cours de ce travail ont la particularité d'utiliser une polarisation négative et séquencée du substrat durant l'étape de croissance. Cela induit une morphologie originale au revêtement de diamant breveté sous le nom de PyrNCD (Brevet N° :FR0807181). Les objectifs de cette étude sont la compréhension de l'ensemble des mécanismes (influence de la solubilité du carbone sur la germination du diamant, l'effet de la polarisation sur le substrat revêtu et sur la croissance du diamant,...) intervenant durant le dépôt de diamant et l'optimisation du procédé.
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Scoping review of facilitative aspects of occupational, personal and environmental factors of caregivers occupational performance when caring for a person with major neurocognitive disorder (NCD)Tuomi, Paula January 2019 (has links)
People with neurocognitive disorders (NCD) condition called dementia are mainly taken care by family members. The number of people suffering from neurocognitive disorders is estimated to increase. Providing care for the person with NCD can be stressful and demanding which is why effective interventions to support caregivers are needed. Occupational therapy practitioners have unique knowledge of the person, environment and occupation and how those factors influence on individuals occupational performance. Occupational therapy ́s interventions to support caregivers with NCD have mainly concentrated on problems in the behaviour of person with NCD. The aim of this scoping review was to identify why some caregivers are managing better as a caregiver before any interventions have been done. What are those aspects of Person (P), Occupation (O) and Environment (E) that facilitate occupational performance (OP) when taking care for a person with NCD. PEO-model by Law et. al (Law et al., 1996) was utilized to formulate research question, in search words and in summarizing the results. The search from Ageline, Cinahl, Psycinfo and PubMed databases was done in January 2018 and went back 10 years. Results found 23 relevant articles for inclusion in the scoping review. Facilitating factors emphasized the supports of relationship seen as an overlap of caregivers and individuals with NCD on occupational performance. Facilitating personal factors of resilience, finding gains in caregiving, self -efficacy and religiosity were found to have an impact on care that the caregiver provides. Facilitative aspects of occupations highlighted importance of daily occupations as a source of well-being for both caregiver and person with NCD. In conclusion, facilitating aspects of relationships, personal factors and engagement in activities and hobbies supported occupational performance of both the caregiver and a person with NCD. Taking these factors into consideration could help target interventions more precisely to meet caregivers needs.
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Health Status Under Impact of Globalization in OECD countries--A Study for Cardiovascular DiseaseTsai, Shu-Hui 07 September 2011 (has links)
Non-communicable disease (NCD) (particular by cardiovascular disease, CVD) is the leading cause of death in most countries including OECD countries. WHO (World Health Organization, 2002) has emphasized the trend of disease patterns shifting from communicable diseases towards to non-communicable diseases globally.
However, globalization drives economic activities vigorously and alternates work conditions, such as prolonger or irregular working time, changing patterns of job. And then, more sweating, stress and occupational safety of labors after globalization were noted by many worldwide scholars.
¡§Karoshi¡¨ (death from overwork) is a controversial issue of occupational matters in these years all over the world. According to past empirical literatures, CVD was also the major medical cause of death from overwork.
Hence, we collect panel data of CVD mortality, working hours of labor and KOF index of globalization covering 19 OECD countries from a period of 1980 to 2007, and measure by panel cointegration analysis and fully modified OLS (FMOLS) to estimate the reciprocal relationship among these variables. The evidence findings show significant influence on CVD mortality if increasing working hours of labor, especially at age groups of 15 to 24 year. While significant effect on CVD mortality through by globalization was found at age group 25 to 54 year and elders, particular in social globalization.
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Slaugytojų rizika susirgti lėtinėmis ligomis ir šių ligų pirminės profilaktikos vykdomų priemonių vertinimas Slaugytojų rizika susirgti lėtinėmis ligomis ir šių ligų pirminės profilaktikos vykdomų priemonių vertinimas / Noncommunicable diseases (ncd) risk for nurses and the assessment of primary prevention measures of these diseasesLingaitienė, Jolanta 18 June 2014 (has links)
Darbo tikslas. Įvertinti slaugytojų riziką susirgti lėtinėmis ligomis ir šių ligų pirminės profilaktikos vykdomas priemones.
Darbo uždaviniai. 1. Įvertinti slaugytojų profilaktinių sveikatos patikrinimų organizacinius aspektus. 2. Ištirti slaugytojų nuomonę apie sveikatą stiprinančios darbo aplinkos sudarymą. 3. Ištirti slaugytojų žinias apie lėtinių ligų rizikos veiksnius ir jų dažnį. 4. Palyginti slaugytojų, dalyvavusių ir nedalyvavusių profilaktiniuose patikrinimuose informuotumą apie lėtinių ligų rizikos veiksnius ir kontrolę. 5. Įvertinti slaugytojų profilaktinio sveikatos patikrinimo apimtis ir jų metu pateiktas rekomendacijas.
Tyrimo metodika. Tyrimas vykdytas vienoje Lietuvos ligoninėje. Tyrimo dalyviai - bendrosios praktikos slaugytojos. Tyrimo būdas - vienmomentinė anoniminė apklausa ir įstaigos dokumentų analizė. Iš viso pateikta 200 anketų, sugrąžinta – 164 anketos, atsako dažnis 82 proc. Statistinei analizei atlikti buvo naudojamos SPSS 17.0 for Windows bei MS Excel programos.
Rezultatai. Slaugytojų profilaktinių sveikatos patikrinimų kokybė nepatenkinama: atliekami ne visi teisės aktuose nurodyti būtini tyrimai, slaugytojos nekonsultuojamos gydytojų specialistų, nors 92,0 proc. darbe susiduria su kenksmingais darbo aplinkos veiksniais, nėra vertinami LNL rizikos veiksniai. Ketvirtadalis slaugytojų pristato medicinos pažymas nesitikrinusios sveikatos. Daugiau nei pusei slaugytojų darbovietėje nėra sudarytos sąlygos stiprinti sveikatą. Dauguma dalyvautų... [toliau žr. visą tekstą] / Aim of the study. To assess NCD risk for the nurses and the primary prevention measures of these diseases.
Objectives. 1. To evaluate the organizational aspects of nurses‘ health check-up. 2. To examine the opinion of nurses about health enhancing worksite environment. 3. To assess the nurses‘ awareness about NCD‘ risk factors and their prevalence. 4. To compare the awareness of NCD‘s risk factors, their control among nurses participants and non-participants of health check-up. 5. Toevaluate the coverage of nurses‘ health check-up and the given recommendations.
Methods. The study was provided in one Lithuanian hospital. Nurses were the participants of the study.Cross- sectional anonymous survey was carried out and the documentary analysis was performed. 200 questionaires were delivered, 164 - returned, response rate - 82 %. The SPSS 17.0 for Windows and MS Excel programmes were used for statistical anlysis of data.
Results. The quality of nurses health check-up is unsatisfactory: not all investigations are carried out which are enumerated in the existing legal documents, nurses are not consulted by physicians specialists, despite the fact, that 92.0 % of them have contact with harmful environmental factors, the NCD risk factors are not detected. The quarter of nurses present the health certificates without health check-up. More than half of the nurses don’t have conditions for health promotion. Majority of nurses express willingness to participate in such health... [to full text]
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