Results 81 to 90 of about 18,376 (197)

Exploratory Data Analysis for Path Loss Measurements: Unveiling Patterns and Insights Before Machine Learning

IEEE Access
This paper presents an in-depth investigation into path loss modeling for wireless communication systems, emphasizing the critical role of Exploratory Data Analysis (EDA) and accurate field data collection. It reveals the enhanced efficacy of theoretical
Gustavo Adulfo Lopez-Ramirez, Alejandro Aragon-Zavala, Cesar Vargas-Rosales   +2 more
doaj   +1 more source

Cross-Sector Application of Machine Learning in Telecommunications: Enhancing Customer Retention Through Comparative Analysis of Ensemble Methods

IEEE Access
This work investigates the Supply chain evolution over diverse industries and forecasts a telecom churn using a publicly available dataset, besides offering a thorough technique for assessing and projecting customer attrition.
Mohammad Afzal, Shanur Rahman, Disha Singh, Ale Imran   +3 more
doaj   +1 more source

Self-employment in Brazil and its determinants: a spatial analysis [PDF]

In this paper, we intend to identify some factors underlying the different rates of participation of self-employed workers in Brazilian municipalities. In contrast with previous analysis, our study is sensitive to the spatial dimension of self-employment
Ana Flávia Machado, Flavia Chein, Sueli Moro   +2 more
core  

Exploratory Data Analysis (EDA) for Banking and Finance: Unveiling Insights and Patterns

GBS Impact: Journal of Multi Disciplinary Research
This paper explores the application of Exploratory Data Analytics (EDA) in the banking and finance domain, focusing on credit card usage and customer churning. It presents a step-by-step analysis using EDA techniques such as descriptive statistics, data visualization, and correlation analysis. The study examines transaction patterns, credit limits, and
Agarwal, Ankur, Prabha, Shashi, Yadav, Raghav   +2 more
openaire   +2 more sources

Analisis Data dan Visualisasi Pola Ancaman Siber Global (2015 - 2024) menggunakan Exploratory Data Analysis (EDA)

Dinamik
Penelitian ini menganalisis pola ancaman siber global dengan menggunakan metode Exploratory Data Analysis (EDA) berdasarkan dataset “Global Cybersecurity Threats (2015–2024)” yang disusun oleh Atharva Soundankar dan dipublikasikan di Kaggle. Dataset tersebut mencakup 3.000 insiden keamanan siber dari berbagai negara, dengan atribut seperti negara ...
Nurtriana Hidayati, Reiza Dwi Karunia
openaire   +1 more source

Machine Learning based Exploratory Data Analysis (EDA) and Diagnosis of Chronic Kidney Disease (CKD)

EAI Endorsed Transactions on Pervasive Health and Technology
INTRODUCTION: This research paper presents an exploratory data analysis (EDA) approach to diagnose Chronic Kidney Disease (CKD) using machine learning algorithms. OBJECTIVES: This paper focuses on early and accurate detection of CKD using a comprehensive dataset of clinical and laboratory parameters to minimize the risk of patients’ health ...
Vaishali Mehta, Neera Batra, null Poonam, Sonali Goyal, Amandeep Kaur, Khasim Vali Dudekula, Ganta Jacob Victor   +6 more
openaire   +1 more source

Sequence-to-pattern analysis for predicting buying decisions on imbalanced clickstream data

Cogent Engineering
The e-commerce industry has transformed online shopping. To better understand customer behavior and buying decisions, anonymized clickstream data from the SIGIR eCOM 2021 Data Challenge was analyzed.
Nur Adlina Marini Binti Amir Suharman, Amy Hui-Lan Lim, Hui-Ngo Goh   +2 more
doaj   +1 more source

Mapping the Tariff Waters [PDF]

Tariff water –the difference between bound and applied duties– provides relevant information on domestic trade policy and WTO trade negotiations. This paper examines the general and sectoral tariff structure of 120 economies, using exploratory data ...
Diakantoni, Antonia, Escaith, Hubert
core   +1 more source

Characterizing Temporal Patterns of Intra-Urban Human Mobility in Bike-Sharing through Trip Analysis: A Case Study of Shanghai, China

Applied Sciences
Human mobility, encompassing the movement of individuals and/or groups across space and time, significantly impacts various aspects of society, with intra-urban mobility being a major research focus of scholars in diverse disciplines.
Pengdong Zhang, Min Liu, Jinchao Xu, Zhibin Zhu, Ruihan Cao   +4 more
doaj   +1 more source

Design of Tools for Visualizing Thermodynamic Concepts in Steam Power Plant Trainer Processes with Web-Based Exploratory Data Analysis (EDA)

JOIV: International Journal on Informatics Visualization
Thermodynamics is considered one of the most complex and challenging subjects for many students. This is primarily due to comprehending abstract concepts such as entropy, enthalpy, and energy flow, which involve complex mathematical equations and are ...
Arwizet Karudin, Desmarita Leni, Remon Lapisa, Yuda Perdana Kusuma, Muhammad Rabiu Abbas   +4 more
doaj   +1 more source