Internet of Things (IoT) facilitates the integration between objects and different sensors to provide communication among them without human intervention. However, extensive demand for IoT its various applications has continued grow, coupled with need achieve foolproof security requirements. produces a vast amount data under several constraints such as low processor, power, memory. These constraints, along invaluable produced by devices, make vulnerable attacks. This paper presents an...

Kappaphycus alvarezzi, an edible seaweed from the west coast of India, was analyzed for its chemical composition. It found that K. alvarezzi is rich in protein (16.24% w/w) and contains a high amount fiber (29.40% carbohydrates (27.4% w/w). showed vitamin A activity 865 μg retinal equivalents/100 g sample. contained higher quantity unsaturated fatty acids (44.50% total), which relative percentage oleic acid 11%, cis-heptadecanoic 13.50%, linoleic 2.3% 37.0% saturated (mainly heptadecanoic...

Cerebral strokes, the abrupt cessation of blood flow to brain, lead a cascade events, resulting in cellular damage due oxygen and nutrient deprivation. Contemporary lifestyle factors, including high glucose levels, heart disease, obesity, diabetes, heighten risk stroke. This research investigates application robust machine learning (ML) algorithms, logistic regression (LR), random forest (RF), K-nearest neighbor (KNN), prediction cerebral strokes. Stroke data is collected from Harvard...

To evaluate the protective effect of glibenclamide against experimental diabetes-induced nuclear damage in Wistar rats.The anti-mutagenic (0.5, 5 and 50 mg/kg, p.o daily for 4 weeks) was evaluated nicotinamide (NA)-streptozotocin (STZ) induced type-2 diabetes mellitus using bone marrow micronucleus sperm abnormalities tests. The antioxidant status tested by estimating serum levels lipid peroxidation (LPO), catalase (CAT), superoxide dismutase (SOD) glutathione peroxidase (GPx).The results...

As the range of security attacks increases across diverse network applications, intrusion detection systems are central interest. Such more crucial for Internet Things (IoT) due to voluminous and sensitive data it produces. However, real-world produces imbalanced traffic including different unknown attack types. Due this nature traffic, traditional learning-based techniques suffer from lower overall performance, higher false-positive rate, minority-class rates. To address issue, we propose a...

Strategic cost optimization is a critical challenge for businesses aiming to maintain competitiveness in dynamic markets. This paper introduces Gen-Optimizer, Generative AI-based framework designed analyze and optimize business costs through intelligent decision support. The employs transformer-based model with over 140 million parameters, fine-tuned using diverse dataset of cost-related scenarios. By leveraging generative capabilities, Gen-Optimizer minimizes inefficiencies, automates...

Environmental sustainability is a global challenge in the face of increasing incidences disasters affecting communities worldwide. This requires predicting net environmental effects accurately. While various approaches exist, we need more sophisticated prediction models that account for both and social factors. study presents proof-of-concept machine learning model using synthetic data. We developed multiple linear regression incorporating nine key features: renewable energy usage, carbon...

The capacity for creativity and innovation has become increasingly crucial in today's dynamic world, where adaptability forward-thinking are essential success. Drawing from recent advances neuroscience, quantum physics, consciousness studies, this paper explores a holistic approach to fostering students. Through the integration of cognitive, emotional, interpersonal dimensions, we develop validate machine learning framework that predicts creative capabilities based on physiological...

Aim: To investigate the attitudes and beliefs held by UK Bangladeshi women on health exercise explore possible ways of increasing levels physical activity in this group. Methods: A survey based an interview-guided questionnaire, with 25 British females, 30—60 years old, from Borough Tower Hamlets, East London, who have been referred to a gym their general practitioner (GP) order improve health. Main reasons for referral were: obesity, metabolic syndrome, risk type 2 diabetes high blood...

Pharmacognosy Research,2016,8,2,147-152.DOI:10.4103/0974-8490.175611Published:February 2016Type:Original ArticleAuthors:Waris Ali, Hamiduddin Shaikh, Abdullah Ansari, and Salma Khanam1 Author(s) affiliations:Waris Ali1, Shaikh1, Ansari Abdullah1, Khanam2 1Department of Ilmul Saidla (Unani Pharmacy), National Institute Unani Medicine, Bengaluru, Karnataka, INDIA. 2Department Pharmacognosy, Al-Ameen College Pharmacy, Abstract:Background: Quality control polyherbal formulations is the need day...

A poly herbal soap and hand sanitizer was formulated using the leaf bark extracts of Cassia fistula, Ficus religiosa Milletia pinnata.The antimicrobial efficacy prepared formulations tested agar well diffusion method against organisms E coli (MTCC-1698), S aureus (MTCC-1143) P aeruginosa (MTCC-2453).The exhibited good effect.The were evaluated for various physicochemical parameters which characteristics observed.Hence owing to effect acceptable parameters, can be further standardized used as...

Collection of herbs at right maturity is one such parameter which affect afficacy medicinal plants. Standard reference markers used in quality control herbal drugs mostly authenticate identity and not efficacy. In order to derive bioactive markers, knowledge regarding appropriate collection time for each herb essential. Traditional medical bioactivity-oriented informs about best certain species, as observed case Ipomoea mauritiana Jacq. (Vidari–Sanskrit). Only mature (bigger size) tubers are...

A field study was conducted in Aloe vera syn barbadensis with an objective to determine the effect of various levels synthetic fertilizers (10:10:10: 20:20:20: 40:40:40: 80:80:80: N:P 2 O 5 :K kg/ha) on chemical constituents at inflorescence stage plant (12 months old). The active principles were assessed from gel (mucilaginous tissue leaf) and juice (yellow exudate base leaf). results suggested that free o-glycones o-glycosides not affected by NPK nutrients applied, but c-glycosides,...

Hyperglycemia is the main determinant of long term diabetic complications mainly through induction oxidative stress responsible for secondary defects including cancer, infertility etc. Thiazolidinediones (TZDs) are known to posses antioxidant potential against reactive oxygen species. The ability clinically used TZDs like Rosiglitazone (RSG) and Pioglitazone (PIO) in still need be studied extensively literature. In this study, role RSG PIO on frequency nuclear germinal cell damage was using...

Pharmacognosy Research,2017,9,4,384-389.DOI:10.4103/pr.pr_16_17Published:November 2017Type:Original ArticleAuthors:Abdullah Tauheed, Hamiduddin, Salma Khanam, Mohd Akhtar Ali, and Mohammad Zaigham Author(s) affiliations:Abdullah Tauheed1, Hamiduddin1, Khanam2, Ali1, Zaigham1 1Department of Ilmul Saidla (Unani Pharmacy), National Institute Unani Medicine, Bengaluru, Karnataka, INDIA. 2Department Pharmacognosy, Al-Ameen College Pharmacy, Abstract:Background Objectives: Mudabbar/Tadbeere advia...