IEEE

Beyond Efficiency: Emotion-Aware Competitive Analysis of Online Algorithms

Abstract: Many of today’s infrastructures, from transportation and healthcare to cloud computing and digital marketplaces, rely on algorithms that must act online, meaning they make decisions ...

Why GA4 alone can’t measure the real impact of AI SEO

Relying on GA4 alone leaves AI SEO analytics lost in the Bermuda Triangle of measurement. Learn what’s missing – and what to track instead.
IEEE

Applying Johnson's Algorithm for Efficient Shortest Path Analysis in Big Data

Abstract: In this paper, Johnson's Algorithm is employed for Big Data shortest route analysis. Its efficiency and efficacy in managing massive datasets to improve data processing and decision-making ...
IEEE

ViTA: An Efficient Video-to-Text Algorithm using VLM for RAG-based Video Analysis System

Abstract: Retrieval-augmented generation (RAG) is used in natural language processing (NLP) to provide query-relevant information in enterprise documents to large language models (LLMs). Such ...
IEEE

Analysis and Ranking Resume using Machine Learning Algorithms and NLP

Abstract: Specialized recruiting firms have emerged as a result of the expansion of the Indian employment market. These agencies use machine learning models to expedite the hiring process and provide ...
IEEE

Comparative Analysis of Sorting Algorithms: Time Complexity and Practical Applications

Abstract: In the field of computer science, sorting algorithms are crucial because they facilitate the effective processing and arrangement of data in a variety of scenarios, including data analysis, ...
The Lancet

Daily steps and health outcomes in adults: a systematic review and dose-response meta-analysis

aSydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia bThe Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia ...
IEEE

Kalman-based Adaptive Moment Estimation Optimisation Algorithm to Enhance GPT in LLMs for Medical Sentiment Analysis of Patient Health-related Feedback

Abstract: The progress in Natural Language Processing (NLP) using Large Language Models (LLMs) has greatly improved medical sentiment analysis of patient feedback extraction from health-related ...
IEEE

Sentiment Analysis Algorithm Based on Deep Transfer Learning for Multi-Source Data Fusion

Abstract: To tackle the challenge of data diversity in sentiment analysis and improve the accuracy and generalization ability of sentiment analysis, this study first cleans, denoises, and standardizes ...
IEEE

Comparative Analysis of A3C and PPO Algorithms in Reinforcement Learning: A Survey on General Environments

Abstract: This research article presents a comparison between two mainstream Deep Reinforcement Learning (DRL) algorithms, Asynchronous Advantage Actor-Critic (A3C) and Proximal Policy Optimization ...
IEEE

A Benchmark Review of YOLO Algorithm Developments for Object Detection

Abstract: You Only Look Once (YOLO) has established itself as a prominent object detection framework due to its excellent balance between speed and accuracy. This article provides a thorough review of ...
IEEE

Analysis of An Intellectual Mechanism of a Novel Crop Recommendation System Using Improved Heuristic Algorithm-Based Attention and Cascaded Deep Learning Network

Abstract: This article introduces an innovative crop recommendation system that leverages an attention-based cascaded deep learning network (AACNet) optimized by an improved migration algorithm (IMA).