Advances in Computer Science Research

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15315 articles
Proceedings Article

Using Machine Learning Techniques to Improve the Performance of Numerical Weather Prediction Models

O. Sampath, Yaramala Venkata Dharani
The security of industrial supply Chains (ISCs) has progressed with the incorporation of industrial internet of things (IIoT) and Blockchain (BC) technology, presenting sturdy defense in opposition to cyber attacks and ensuring operational resilience. This work examines lightweight machine learning algorithms...
Proceedings Article

Accurate Kidney Tumor Medical Image Segmentation Using Optimized U-Net Algorithm

Y. Divya, M. Shanmuga Sundari, S. Manaswini, P. Rakshitha, G. Bhargavi Reddy
Kidney tumor segmentation and identification. This system detects tumor in digital images of kidneys by means of analysis. Precision tumorlocalisation is achieved using U-Net model, so improving the segmentation and detection flow. This method guarantees better performance in medical diagnostics as well...
Proceedings Article

Optimization of Geo-spatial Object Segmentation for High-Density Places Using Spatial Techniques

Y. Divya, M. Shanmuga Sundari, Dugyala Ansika, Challa Pranavi, Kommu Sankruthi
The remote sensing imagery classification is a vital application of machine learning technology going beyond satellite-based platforms into aerial imagery. These techniques substitute for conventional manual categorization, allowing for auto- mated detection of particular land features in geospatial...
Proceedings Article

Factcheck: Real Time Detection of Misinformation

M. Hema Sree, A. P. Sunija
One of the biggest problems today is how fast misinformation spreads, affecting people, groups, and entire societies. With so many of all of the people relying on social media such as WhatsApp, Facebook, and blogs, it’s more important now than ever it was to check for whether the information that we...
Proceedings Article

Measurement of Necrotic Lung Lesions Distance in CT Images Using Optimized Contrastive Learning

M. Shanmuga Sundari , Vyshnavi Kunta, Sri Venkata Sai Pavani Akula, Aniya Afnan
Precise identification and quantification of necrotic lung lesions in CT scans are important for analyzing lesion traits and monitoring disease advancement; how- ever, conventional techniques frequently face challenges in extracting detailed features and depend significantly on manual input. An optimized...
Proceedings Article

ESP32-Powered Web-Controlled Surveillance Robot with Camera

P. Rama Thulasi, Sirisala vinod Kumar, Yedke Sandeep, Golla Shiva, Madugundu Govinda Rajulu
This project focuses on the development of a low-cost, web-controlled surveillance robot using the ESP32microcontroller, which offers Wi-Fi capabilities for real-time remote access. The robot is equipped with a camera module that streams live video to a web interface, allowing users to monitor and control...
Proceedings Article

A Real-Time Driver Drowsiness Detection and VehicleControl System With GPS

N. Chaitanya Kumar, P. Monika Anjani Swetha, M. Venu Madhav, P. Divyanjali, K. Babji, Mahabub Fayaz Shariff
Driver fatigue-induced road accidents are one of the primary threats to traffic safety, and this has driven the need for real-time detection systems. A driver drowsiness detection system based on deep learning, machine learning, and computer vision is proposed in this study for improving road safety....
Proceedings Article

Advance Hand Gesture Recognition System With Facial Expression

Tabresh Marufali, Sairamreddy Kareddy, Suryakanth Dandothikar, Ruqquiya Begum
In Computers must be able to identify human emotions and gestures by examining a person’s behavior, body language, emotional state, and hand gestures in order to engage with them intelligently. In interpersonal interactions, facial expressions and hand gestures let computers and people respond intelligently...
Proceedings Article

Edusphere: Enhancing academic efficiency of students and educators through app-based solution

Vaibhav Saha, Sushrut Wagh, Rushil Zalke, Vaibhav Zambre, Hiral Modi
In today’s ever-changing educational environment, students and teachers face many challenges related to effective communication, attendance management, and resource accessibility. Traditional solutions address these needs alone, often resulting in ineffectiveness and timelessness. This study presents...
Proceedings Article

Sab-Share: Enhancing Digital Affordability Through Collaborative Subscription Sharing

Chanchal Ahlawat, Avikumar Prajapati, Shivani Tufchi, Satvik Gupta
Subscription-based services have made digital platforms more accessible; their rapid rise comes with mixed blessings for users looking for low- cost deals. In this paper, we introduce Sab-Share, a web-based application that enables users to share subscriptions across different services, including OTT...
Proceedings Article

A Smart IoT Enabled System for Leaf Disease Detection with Severity and Pesticide Recommendation

D. Aswani, K. Ram Kumar, Y. T. R. Shinee, K. Lalith Akash, A. Balu Karthik
Monitoring the health of plants and diagnosing diseases at early stages is an important step to boost agricultural productivity. This project proposes an IoT plant monitoring system that collects images of plants, taking into consideration secondary environmental factors such as soil moisture, temperature,...
Proceedings Article

Enhancing Financial Decision-Making: Tax Saving Recommendations and Fraud Detection Using XGBoost and Random Forest

Heer Dhandhukia, Aryan Dalvi, Sarthak Girish, Ankita Nagmote
Personalized tax optimization and fraud detection pose a challenge to financial decision-making due to the constraints of conventional methods. This research provides a composite machine learning framework combining XGBoost with SHAP for personalized tax- saving recommendations and Random Forest with...
Proceedings Article

Vehicle Classification Using Empirical Mode Decomposition

M. JayaLakshmi, B. Shailaja, S. Chandini Yaseen Farha, P. Haritha, C. Ahalya
In traffic monitoring and surveillance systems that have been improved with the empirical mode decomposition (EMD) technology, this re- search suggests an effective radar-based method for vehicle classification. A type of signal known as micro-Doppler signatures can identify minute motion patterns in...
Proceedings Article

IOT Based Automatic Ploughing, Seeding And Watering Robot

T. Santhi Vandana, K. Srinivasa Reddy, S. Nagireddy, Pydimarri Padmaja, P. Rashmitha, S. Vasishta, S. Abhinay Reddy, S. Anand Reddy
Agriculture is one of the long-established occupations across the globe. More than half of the population predominantly rely on agriculture as the primary occupation for their livelihood. Despite the advancement of technology farmers still follow traditional methods to carry out the tasks. The development...
Proceedings Article

IOT-Enabled Water Control System: Integrated Level Monitoring and Quality Assessment

P. Ramathulasi, B. Rafiya Sulthanasha, E. Dharani, D. Dillshad, G. Prathyusha, K. Srivani
Human carelessness frequently affects traditional water management systems, leading to waste and runoff. To address this issue, we have created Internet of Things solutions. Plans presented by Rankin: An immediate solution for water monitoring and management in a variety of applications, including water...