مقالات حوزه «_ Machine learning»

The Machine Learning (ML) Revolution in Financial Risk Management from Traditional Methods to a Predictive Paradigm: A Review

The landscape of financial risk management is undergoing a profound transformation, driven by the advent of Machine Learning ML methodologies, markin…

بررسی نقش پایگاه داده های گرافی در ارتقای تحلیل داده های رابطه محور در سامانه های هوش مصنوعی: سیستم های توصیه گر، تشخیص تقلب و پرسش و پاسخ مبتنی بر گراف دانش

در رشد شتابان داده های پیچیده ناهمگون و به شدت متصل در حوزه هایی نظیر شبکه های اجتماعی، تشخیص تقلب، دانش گراف، تحلیل زنجیره تامین و سامانه های هوش مص…

Artificial Intelligence For Early Disease Detection: Transforming Preventive Healthcare

A Comprehensive Review of Battery Fault Diagnosis, State-of- Health Estimation, and Remaining Useful Life Prediction

Battery systems are critical components in various applications, including electric vehicles EVs , uninterruptible power supplies UPS , and smart gri…

Application of Long Short-Term Memory Neural Network in modelling batch reactor of the biodiesel production by Scenedesmus microalgae

In this paper, the process of biodiesel production from the microalgae Scenedesmus in a batch reactor was modeled using a hybrid approach First, a fi…

Design of a Robotic Vaccination Arm for Livestock with Automated Targeting

In this study, an intelligent robotic arm for automatic vaccination of livestock has been designed and implemented The system is capable of accuratel…

Artificial intelligence for preterm brith prediction and management: review

Feasibility Study and Implementation of Automated Airline Ticket Reservation and Its Impact on Sales and Customer Satisfaction

This study investigates the feasibility and implementation of an intelligent automated reservation system in airline ticketing platforms and examines…

Analysis of the Impact of Operational Parameters on Drilling Pressure Loss Using the CatBoost Model

Pressure loss in drilling operations is one of the most critical hydraulic parameters that directly influences both efficiency and safety Improper co…

Application of Long Short-Term Memory Neural Network in modelling batch reactor of the biodiesel production by Enteromorphacompressa microalgae

In this paper, the process of biodiesel production from the microalgae Enteromorphacompressa in a batch reactor was modeled using a hybrid approach F…

A Comprehensive Comparative Analysis of Machine Learning Models for Accurate Prediction of Research Octane Number (RON)

The Research Octane Number RON is a key indicator of gasoline's anti knock quality and a crucial determinant of engine performance This study aims to…

The Role of Artificial Intelligence in Automating Software Development: Opportunities and Challenges

The integration of Artificial Intelligence AI into the Software Development Life Cycle SDLC represents a paradigm shift in how software is engineered…

Machine Learning–Driven Personalization of Teachers’ Professional Learning Pathways

This study investigates the potential of machine learning algorithms to personalize teachers’ professional learning pathways within the context of da…

How Intelligent Data Mining Techniques Improve Decision-Making and Reduce Uncertainty in Structural Engineering Research

This systematic review of studies investigates the extent to which intelligent data mining techniques can reduce uncertainty and enhance decision mak…

کاربرد هوش مصنوعی در مدیریت ترافیک فضایی

افزایش چشمگیر تعداد ماهواره ها، فضاپیماها و زباله های مداری در دهه های اخیر چالشی جدی در حوزه ایمنی فضایی ایجاد کرده است مدیریت ترافیک فضایی با هدف ت…

بررسی روشهای اندازه گیری عوامل موثر بر غلظت و پیامدهای سلامت کربن سیاه در محیط های شهری با تمرکز بر کلان شهر تهران

کربن سیاه به عنوان یکی از سمی ترین و خطرناک ترین اجزای ذرات معلق پیامدهای مخرب گسترده ای بر کیفیت هوای کلان شهرها و سلامت شهروندان دارد این پژوهش با…

Artificial Intelligence in Public Health: A Review of Healthcare Systems and Disease Prevention

Optimization of Planting and Harvesting Patterns in Wood Farming Using Wood Electrical Resistance Data and Artificial Intelligence Algorithms

Investigating the Impact of Artificial Intelligence and Data Analytics on Budgeting and Financial Decision-Making in Organizations

Toward Deployable Machine Learning Virtual Flow Metering: A Reproducible Volve-Field Benchmark on Recalibration and Validation Design

Application of Machine Learning for Prediction of Crude Oil Properties

The Evolution of Relative Valuation: From Financial Multiples to Machine Learning Models

Deciphering Reactome-based Biological Pathways in Early and Late Stages of Lung Adenocarcinoma via Association Rule Mining and Genetic Optimization

Lung adenocarcinoma LUAD ranks among the most common forms of lung cancer and a leading cause of cancer deaths worldwide Identifying critical biologi…

Application of Artificial Intelligence in Optimization and Quality Control of Welding Processes: A Review of Recent Advances and Challenges

In recent years, the application of artificial intelligence AI in welding processes has emerged as one of the most effective approaches for improving…