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Multimodal biometric security using evolutionary computation MBSEC

Thesis Info

Author

Qurrat ul Ain

Supervisor

Ayyaz Hussain

Department

Department of Computer Science and Software Engineering

Program

MS

Institute

International Islamic University

Institute Type

Public

City

Islamabad

Province

Islamabad

Country

Pakistan

Thesis Completing Year

2013

Thesis Completion Status

Completed

Page

76

Subject

Computer Science

Language

English

Other

MS 005.43 QUM

Added

2021-02-17 19:49:13

Modified

2023-02-17 21:08:06

ARI ID

1676722380332

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8 تلاشی کوٹ دی

تلاشی کوٹ دی

 

                چاچا اﷲ دتہ نے اپنے ہرے رنگ دے کوٹ دا اپر والا بٹن بند کردے آکھیا ’’انور پتر! شام نوں بازار توں پرتدے ہویاں میرے لئی دلیے دا اک ڈبہ تے لے آویں‘‘ ایہہ کہہ کے اوہناں دو پرانے دس دس والے نوٹ میرے ول وادھائے ’’چاچا! ایس دی کیہہ لوڑ اے؟ میں لے آواں گا‘‘ میں رسماً آکھیا۔

                ’’او نئیں پتر! میرے کول نہ ہوون تاں ہورگل اے‘‘ میں چاچے کولوں پیسے پھڑے تے بازار ٹرگیا، چاچا اﷲ دتہ ساڈے پنڈدے بزرگاں وچوں سن۔ ساڈے گھر توں اوہ تن گھر چھڈ اک کلی ورگے گھر وچ رہندے سن جس دا صرف اک ای کمرہ سی۔ بچے ہے نئیں سن تے گھر والی کدوں دی اﷲ کول ٹرگئی ہوئی سی۔ عمر وچ اوہ سٹھ دے لگ بھگ ہوون گے۔ جدوں وی اوہناں نوں کوئی بازار دا کم ہوندا تاں اوہ کسے وی بازار جارہے ہوندے بندے نوں آکھ دیندے۔ ہر بندہ ہس کے اوہناں دا کم کردا سی۔ اج مینوں بازار جاندے ویکھ کے اوہناں مینوں اپنے کم دا آکھ دتا۔ میں شامیں دلیا اوہناں نوں لیا کے دے دتا۔ چاچا اﷲ دتہ نوں سارے پنڈ والے وڈے چھوٹے چاچا ای آکھدے سن۔ اوہناں دی شخصیت بہت گنبھل دار سی تے اوہناں دا ہرے رنگ دا کوٹ جس نوں اوہ ہر ویلے پائی رکھدے اوہناں دی شخصیت نوں ہور گھنجل دار بنا دیندا سی۔ کوٹ اتے دو چوڑیاں لکیراں سن گرمی ہووے بھانویں سردی کوٹ ہر ویلے اوہناں دے جثے اتے رہندا۔ مینوں یاد نئیں کہ میں کدے اوہناں نوں بغیر کوٹ دے ویکھیا ہووے۔ چاچا نوں کئی لوک مذاق وچ کہہ دیندے سن ’’بھئی ایس کوٹ اند رکیہڑا خزانہ اے جو ایس نوں ہر ویلے پائی پھر دا ایں‘‘...

سرکاری عہدید اران کی تقررری، نگرانی اور محاسبہ عہد خلفائے راشدین کے تناظر میں

The period of the rightly guided caliphate is the best role model after the time of the Prophet of Islām, Muḥammad (S. A. W). The rightly guided caliphs crafted the best honest governing mechanism. They understood their commitment with their Lord, Allāh, and the people. They took up the responsibility for providing for the basic needs of their people, like food, shelter, education, peace, stipends of children, married and unmarried persons, social security and justice, etc. The caliphs would appoint the tax collectors, governors and other government officials on the basis of merit: their honesty, qualifications, experience, physical fitness, etc. Further, they, at the time of their appointment, would advise their officials in an open gathering to better use their abilities, resources and powers for the welfare of the masses. Moreover, the government prepared a list of the assets and the properties of their government officials at the time of their appointments. It they found, later, significant increase in the assets, it was investigated and asked for an explanation. If the officials failed to justify the means of the increase in their assets, the additional assets and properties were confiscated by government. In this research study, the author highlights the measures adopted by the rightly guided Caliphs to ensure honest conduct of affairs by the appointed officials of the government.

Evaluation of Potential Biomarkers and Risk Factors for Cognitive Impairment

Cognitive impairment (CI) is a neuropathological condition that include deficit of visuospatial skills, thoughts, attention, learning, language and memory. CI has recently emerged as one of the most important health threat to old age individuals. The cognitive abilities are influenced by various factors, such as, genetics, environment, diet, age and life style. Human exposure to heavy metals and high fat diet (HFD) consumption are potential risk factors for developing CI. It is necessary to establish reliable serum based biomarkers and the genetic determinants, for CI and its progression, hence to comprehend the underlying mechanism of the disease. Therefore, this study aimed to investigate the possible association between the concentration of heavy metals and the extent of cognitive impairment. We also assessed serum based biomarkers including high density lipoprotein (HDL), low density lipoprotein (LDL), triglycerides, total cholesterol, totaltau and serum amyloid β-42 protein. The genetic determinants including APOE polymorphism and mutations of exon 16 and 17 of the amyloid precursor protein (APP) gene were studied. We examined 183 patients diagnosed with cognitive impairment; mild (n=72), moderate (n=86) and severe (n=25) based on their mini mental state examination (MMSE) score and compared them with age-matched healthy controls (n=90). All the subjects were interviewed on a specially designed performa to obtain demographic data, history and co-morbidities. The level of Copper(Cu), Lead(Pb), Aluminum(Al), Zinc(Zn), Cadmium(Cd) and Manganese(Mn) were measured in blood samples, after microwave assisted acid digestion, using atomic absorption spectrophotometry. Results showed that all the aforementioned elements were significantly higher in the cognitively impaired patients and increasing concentration was observed with the increase in severity of the disease. The correlation study has shown that among the studied metals, Al and Cu were strongly associated with the CI. The results of serum biomarkers have shown that severity of the disease increases with decrease in the concentration of HDL cholesterol and amyloid β-42. On the other hand, increase in LDL cholesterol, triglyceride, total cholesterol and total-tau were associated with the disease progression. Correlation studies revealed strong association between amyloid β-42, HDL cholesterol and total-tau with MMSE score. Receiver Operating Characteristic (ROC) showed the cutoff values of total-tau and amyloid β-42 with sensitivity and specificity; depicted that serum level of these proteins can be used as a predictive marker for CI. The genotyping results showed association of APOE4 allele with CI and a higher association was observed with severe CI group. However the sequence analysis of exon 16 and 17 of APP revealed no mutations. To further validate our results we examined the effect of metals and HFD in animal model to evaluate the neuropathological changes in young brain and compared it with untreated young mice (8-11 weeks = 2-3 months) and aged mice (12 months) to understand the underlying molecular mechanisms. Mice were given 300ppm of Al, Cu, Pb and Cd in drinking water and HFD feed (40% of the feed weight was animal fat)for 42 days. Metals+HFD treated mice were subjected to behavior tests, such as, Morris water maze, elevated plus maze, fear condition and contextual memory to evaluate memory levels. Spatial memory, contextual memory and fear memory were significantly impaired in metals+HFD group compared to young mice. The extent of neurodegeneration with metals+HFD co-exposure was considerably high in hippocampus and cortex, compared to aged mice brain and untreated young mice. Increased oxidative stress was recorded in the cortex, hippocampus and amygdala of metals+HFD group. The acetylcholine concentration was decreased in cortex, hippocampus and amygdala of metals+HFD group, explaining the cholinergic deficits that caused cognitive impairment. Among the studied metals, Al was found to be highly accumulated in cortex, hippocampus and amygdala followed by Pb, Cu and Cd. Hippocampus showed greater accumulation of metals than cortex and amygdala. These data provided novel evidences that combined administration of metals and HFD enhanced aging process, caused memory impairment, cholinergic hypofunction, elevated oxidative stress and neurodegeneration in young mice. This study suggested the need for a decrease in metal exposure to humans from environment, food and industries. Also reported for the first time, is the association of total and fractional cholesterol, total-tau and amyloid β-42 as serum biomarkers andAPOE4 allele as a risk factor for cognitively impaired patients from Pakistan.