Nowadays, healthcare is the prime need of every human being in world, and clinical datasets play an important role developing intelligent system for monitoring health people. Mostly, real-world are inherently class imbalanced, also suffer from this imbalance problem, imbalanced distributions pose several issues training classifiers. Consequently, classifiers low accuracy, precision, recall, a high degree misclassification, etc. We performed brief literature review on learning scenario. This...

In this paper a robust R Peak and QRS detection using Wavelet Transform has been developed. provides efficient localization in both time frequency. Discrete (DWT) used to extract relevant information from the ECG signal order perform classification. Electrocardiogram (ECG) feature parameters are basis for Analysis, Diagnosis, Authentication Identification performance. These can be extracted intervals amplitudes of signal. The first step extracting features starts exact Complex. accuracy...

Objective: To investigate the phytochemicals and GC-MS analysis of ethanol extracts Silybum marianum.
 Methods: The air-dried leaves were powdered subjected to selective sequential extraction using solvents increasing polarity through percolation, obtain an ethanolic extract. Then, each was further gas chromatography-mass spectrometry.
 Results: Qualitative determination different biologically active compounds from crude marianum spectrometry revealed types high low molecular...

Abstract A major task that the NLP (Natural Language Processing) has to follow is Sentiments analysis (SA) or opinions mining (OM). For finding whether user’s attitude positive, neutral negative, it captures each opinion, belief, and feelings about corresponding product. Through this, needed changes can well be done on product for better customer contentment by companies. Most of existent techniques SA aimed at these online products have extremely low accuracy also encompassed more time amid...

The Internet of Medical Things (IoMT): It is changing the healthcare sector in various ways by coupling crucial aspects IoT to monitor and diagnose patients remotely. Existing literature regarding IoMT applications has identified high security vulnerabilities, unrealized real-world implementations, poor scalability, latency, but there are no proposed solutions these challenges. presents a robust (IoMT) architecture which real-time, secure, scalable, enables remote health monitoring. By...

Cloud computing, a style of computing where scalable and elastic IT-related capabilities are provided as shared assorted services (IaaS, PaaS, SaaS, DaaS), metered by use, to customers using internet technologies built on top diverse like virtualisation, distributed utility more recently networking, web infrastructure software services. It represents paradigm shift in how we think about our data, the role devices managing resources. Being an emerging service technology with promising novel...

This study explores the transformative potential of Artificial Intelligence (AI) in education by analyzing its impact on student learning outcomes. Through a comprehensive literature review, research synthesizes current findings integration AI educational settings, examining both benefits and challenges it presents. The into AI's role personalizing experiences, enhancing engagement, improving academic performance. Ethical considerations such as data privacy algorithmic bias are also...

Cloud Computing promises novel and valuable capabilities for computer users is explored in all possible areas of information technology dependant fields. However, the literature suffers from hype divergent definitions viewpoints. powered higher education can gain significant flexibility agility. Higher policy makers must assume activist roles shift towards cloud computing. Classroom experiences show it a better tool teaching collaboration. As an emerging service technology, there need...

Hepatocellular carcinoma (HCC) is the sixth most common malignant tumor worldwide. Due to heterogeneity nature, prognosis for patients with HCC remains unsatisfactory. The conventional treatments like chemotherapy and radiotherpay fails cure disease of time this may be due presence cancer stem cells (CSCs). Cancer cell a small population tissues responsible chemoresistant, radioresistant, relapse through various mechanism ATP binding cassete (ABC) effulus ALDH inhibitor. Numores markers are...

Cloud computing has generated a lot of interest and competition in the IT industry. It become scalable services delivery platform field computing. The technical foundations it include service-oriented architecture virtualisations hardware software. goal is to share resources among cloud service consumers, partners, vendors value chain. technology faces several significant challenges current research focuses on issues that arise when building providing clouds implications enterprises users....

Ultrasound-assisted extraction followed by adsorption and desorption was performed successively for efficient recovery of polyphenols from ginger rhizome (Zingiber officinale). The maximum degree observed in case methanol (0.55 mg/ml) acetone (0.52 ethanol (0.37 mg/ml). At optimized conditions, the polyphenol found to be 19.2 mg. Amberlite XAD4 had shown highest capacity (0.89 Kinetic studies indicated equilibrium about 20 min. Adsorption achieved at 25 ± 2°C, process exhibited exothermic...

Cloud computing is offering utility-oriented IT services to users world wide. The market for cloud has continued expand despite a general decline in economic activity most of the world. It enables hosting applications from consumer, scientific and business domains. However, data centres consume huge amounts energy, contributing high operational costs carbon footprints environment. With energy shortages global climate change leading our concerns these days, power consumption become key issue....

Objective: To identify the phytochemical constituents present in ethanolic leaves extract of Taraxacum officinale (T. o) and to elucidate bioactive compounds.
 Methods: The fresh T. (1000g) were shade dried at room temperature for 30 days made into a fine powder. obtained was with help desiccator rotatory evaporator. samples tested analysis compounds profiling through GC-MS analysis.
 Results: screening studies showed presence alkaloids, flavonoids, phenol, cardiac glycosides...

Cloud computing provides a new service consumption and delivery model inspired by Consumer Internet Services. drives down costs accelerates cost reduction benefit. is making rapid inroads in several sectors e-Governance the latest this direction. with cloud offers integration management automated problem resolution, manages security end to end, helps budget based on actual usage of data. At global level, architectures can benefit government reduce duplicate efforts increase effective...

Objective: To evaluate the diagnostic pharmacognostical characters of Costus spicatus in rhizomes extract along with their physico-chemical parameters and fluorescence analysis.
 Methods: The were determined terms macroscopy, microscopy, Powder rhizome constant, analysis Preliminary phytochemical investigation.
 Result: characteristics powdered extracts under UV radiation long short wavelengths ordinary visible light. When drug treated different reagents observed light, they...

Modern technology has made a big contribution to the distribution of counterfeit money and valuation it. This paper recommends deep learning-based methodology for currency recognition in order extract attributes identify values; machine learning's binary classification task fake detection. One can train model that distinguish between real banknotes if one enough information about actual notes. The vast majority older systems relied on hardware techniques image processing. Using such...

With the popularization and improvement of social industrial IT development, information appears to explosively increase, people put much higher expectations on services computing, communication network. Today’s public network is developing in direction that networks are widely interconnected using infrastructure as backbone Internet protocols; at same time, cloud a computing paradigm ascendant, provides new service modes. Communication technology has trend towards applications, applications...

Globally, people’s health and wealth are affected by the outbreak of corona virus. It is a virus, which infects from common fever to severe acute respiratory syndrome. has potency transmit one person another. established that this virus spread augmenting speedily devoid any symptoms. Therefore, prediction situation with mathematical modelling highly significant along necessary. To produce informed decisions adopt pertinent control measures, number methodologies for COVID-19 being utilized...

Opportunities for improving IT efficiency and performance through centralization of resources have increased dramatically in the past few years with maturation technologies, such as service oriented architecture, virtualization, grid computing, management automation. A natural outcome this is what has become increasingly referred to cloud where a consumer computational capabilities sets up or makes use computing network self manner. Cloud evolving, enterprises are setting cloud-like,...

User profiling forms the basis for search engine personalization applications.Search engines are personalized so that they optimize retrieval quality of user queries.User done through concept-based mining identifies terms render conceptual meaning as well unimportant terms.Both positive and negative preferences from such used in creating profiles built based on both a reflect his/her interests at finer details.Based these accurate up-to-date profiles, relationships between users can be mined...