Abstract This study presents the K-means clustering-based grey wolf optimizer, a new algorithm intended to improve optimization capabilities of conventional optimizer in order address problem data clustering. The process that groups similar items within dataset into non-overlapping groups. Grey hunting behaviour served as model for however, it frequently lacks exploration and exploitation are essential efficient work mainly focuses on enhancing using weight factor concepts increase variety...

Branchial cyst, stula, and sinuses are the anomalies of branchial apparatus which consists ve mesodermal arches separated by invaginations ectoderm called as clefts. The incomplete stula is not an uncommon congenital anomaly but a complete one rare. Here we discuss case 9 yr old child who presented to ENT OPD with discharging sinus on right lateral side neck since 2 years off episodes.

Branchial fistulas and cysts are uncommon anomalies of embryonic development that involve soft tissues the neck. cleft benign lesions caused by anomalous branchial cleft. Cases arise in lateral neck region often misdiagnosed, resulting initially inappropriate management.

Abstract In this paper, we propose a novel hybrid transformer architecture for food cuisine detection and classification. The work carried out within paper develops combination of Vision Transformer ensemble with hand-crafted features, thereby making recognition system. Recently, transformers have been introduced as an alternative means classification to convolutional neural networks. It performs pattern without convolutions interprets image sequence patches. features like GIST, HoG...

Load Balancing is the process of distributing computing load equally among available resources which are pooled. With rapidly advancing information technology industry, balancing becomes a necessity. The balancer distributes between resources, lack makes single to bare huge amounts requests. It also highly for users. used in both on-premises and off-premises environments. mainly depends on certain algorithm operation. There many load-balancing algorithms used. most widely Round Robin. Each...

This paper explores the analytical study and simulation of fuzzy logic controller PI controller, to control dc output voltage shunt active power filter for harmonic reduction quality improvement in case nonlinear load. Here we have exercised an effort design evaluate a converter compensate harmonics 1-phase AC DC bridge rectifier which is working as main unregulated mode. The work depends on scheme where ancillary linked with or primary whose turn off time controlled by appropriate (pi/fuzzy...

Cloud computing contains basically virtualization, networking, distributing computing, software and web services over the cloud. provide basis on demand hosting resources cloud or internet pay per use basis. Due of high availability, fault tol

Task scheduling <span>or mapping of requests to machines with specified requirements becomes a very important problem get optimized results. With the many users, machine can go under different conditions such as heavy load and minimum load. These various aspects lead system failure loss data. Hence must be balanced beat losses system. A balancing concept described how types loads could each machine. The memory, computation, network. paper mainly focuses on all kinds provide big view...

Blood is one of the most vital bodily fluids, blood ensures healthy functioning by supplying oxygen and nutrients to every cell in body. Coming 21st century Donation availability emergency cases are very lacking which still causes loss life for many people. People so eco-friendly digital media this online era, but problem related exist. It's not as if there no applications delivery management, existing ones lack real-time data due their uncentralized nature. Furthermore, people aren't aware...

This research study addresses the importance of maintaining personal privacy in various cloud computing usage scenarios, considering specific benefits and risks associated with each environment. It presents a robust solution for secure data transfer using technology, focusing on protecting sensitive information during transit. The integrates advanced encryption protocols communication channels to ensure end-to-end protection. Additionally, access controls authentication mechanisms are...

A Ranula is a uid lled collection or retention cyst that seen mostly in the oor of mouth under tongue. It with cystic which has leaked from damaged salivary gland. If ranula stays underneath tongue it called simple and if grows down into neck plunging ranula. can result blocked Instead saliva draining gland, drains nearby tissues forming cyst. They are more prevalent teenagers young adults. We delineating case extending up till right submandibular region 12 year old male was treated...

Dermoid cysts are benign cutaneous developmental anomaly that arises from the entrapment along lesions of embryonic closure. Mostly present in children under age 5. It does not have any presenting clinical features until it grows out. We delineating a case preauricular dermoid which is treated surgically by surgical excision.

Samter's Triad, an aspirin-exacerbated respiratory disease (AERD), is a disorder characterized by chronic rhinosinusitis (CRS) with nasal polyposis, asthma, and intolerance to medications that inhibit the cyclooxygenase-1 (COX-1) enzyme. We present 45 years old female who presented us polyposis known case of asthma on medication aspirin sensitivity. Computed tomography shows soft tissue density in sinuses. Then, patient was taken for endoscopic sinus surgery along septoplasty under general...

The swift progress of technology has resulted in a exponential usage E-waste (Landfill), posing significant environmental and health risks due to improper disposal methods. Traditional waste management systems are often inefficient, leading the accumulation hazardous materials landfills. This paper introduces novel solution leveraging Internet Things (IoT) address these challenges through deployment smart bin sensors designed specifically for landfill management.The proposed system...

Cloud Mind is an innovative chatbot that provides infrastructure code templates for AWS CloudFormation, making it easier and faster cloud developers engineers to create manage on AWS. The built using modern technologies such as Flask, NLTK, Keras, Python, services. leverages the power of natural language processing understand interpret user input, providing intuitive interactive way users specify their requirements. generates CloudFormation based user's input necessary create, update, or...