Latest Articles for Data Analysis

Human-Computer Interaction Understanding Data Scientists: Insights from a Global Survey

A deep look into the profiles and challenges of today's data scientists.

Paula Pereira, Jácome Cunha, João P. Fernandes

2025-05-20T19:49:48+00:00 ― 9 min read

Machine Learning Harnessing AI for Time Series Data Classification

A new method enhances analysis of changing data over time.

Mingsen Du, Meng Chen, Yongjian Li

2025-05-20T19:36:45+00:00 ― 7 min read

Algebraic Topology Analyzing Point Clouds with Persistent Homology

Learn how to analyze data represented as point clouds using persistent homology.

David Beers, Heather A Harrington, Jacob Leygonie

2025-05-20T19:12:50+00:00 ― 6 min read

Machine Learning UrbanDiT: A New Look at City Life

UrbanDiT helps make sense of city changes and dynamics using smart data analysis.

Yuan Yuan, Chonghua Han, Jingtao Ding

2025-05-20T18:05:24+00:00 ― 5 min read

Machine Learning Bridging the Gaps in Multi-View Data

New methods aid in interpreting incomplete multi-view data effectively.

Ella S. C. Orme, Marina Evangelou, Ulrich Paquet

2025-05-20T17:30:32+00:00 ― 6 min read

Computation and Language The Role of AI in Qualitative Analysis

Combining human insights with AI efficiency in qualitative research.

John Chen, Alexandros Lotsos, Lexie Zhao

2025-05-20T17:26:15+00:00 ― 6 min read

Cosmology and Nongalactic Astrophysics Uncovering the Secrets of Lensed Supernovae

Scientists aim to improve detection methods for lensed supernovae to better understand the universe.

Prajakta Mane, Anupreeta More, Surhud More

2025-05-20T15:53:06+00:00 ― 4 min read

Methodology Simplifying Multivariate Analysis with Reduced-Rank Approaches

Learn how reduced-rank methods simplify complex data relationships.

Maeve McGillycuddy, Gordana Popovic, Benjamin M. Bolker

2025-05-20T14:45:16+00:00 ― 7 min read

High Energy Physics - Experiment Tackling Challenges in Particle Physics

New algorithm improves identification of leptons in high-energy collisions.

ATLAS Collaboration

2025-05-20T13:43:36+00:00 ― 9 min read

Computation An Introduction to Markov Chain Monte Carlo

Learn how MCMC helps in sampling and making sense of complex data.

Pavel Sountsov, Colin Carroll, Matthew D. Hoffman

2025-05-20T13:22:38+00:00 ― 6 min read

Computation and Language Understanding Large Language Models and Their Reasoning

A look at how LLMs process language through reasoning techniques.

Jean-Francois Ton, Muhammad Faaiz Taufiq, Yang Liu

2025-05-20T13:18:18+00:00 ― 5 min read

Machine Learning Improving Machine Learning with Dataset Distillation

A method to manage noisy data in machine learning.

Lechao Cheng, Kaifeng Chen, Jiyang Li

2025-05-20T10:01:20+00:00 ― 6 min read

Atmospheric and Oceanic Physics Understanding Ionograms: Navigating the Ionosphere

A look into ionograms and their role in radio wave analysis.

Renzo Kenyi Takagui Perez

2025-05-20T08:59:28+00:00 ― 6 min read

Methodology Understanding Monotone Missingness in Data Analysis

Learn how monotone missingness impacts data and research outcomes.

Santtu Tikka, Juha Karvanen

2025-05-20T08:16:37+00:00 ― 7 min read

Materials Science Understanding the Science Behind Crystals

A look at how signal separation aids crystallography.

Jérôme Kieffer, Julien Orlans, Nicolas Coquelle

2025-05-20T06:28:40+00:00 ― 7 min read

Machine Learning Keeping Mining Machinery Running with Predictive Maintenance

Predictive maintenance helps mining machinery avoid breakdowns and reduces costs.

Raúl de la Fuente, Luciano Radrigan, Anibal S Morales

2025-05-20T06:27:12+00:00 ― 5 min read

Machine Learning Enhancing Trust in Elections Through Automation

This study investigates automated vote counting to improve election transparency in Bangladesh.

Mir Faris, Syeda Aynul Karim, Md. Juniadul Islam

2025-05-20T06:13:20+00:00 ― 5 min read

Robotics The Rise of Smart Robots in Science

How robots are transforming material measurements and data analysis in laboratories.

Alexander E. Siemenn, Basita Das, Kangyu Ji

2025-05-20T06:03:32+00:00 ― 5 min read

High Energy Physics - Experiment Simplifying Data Modeling in High-Energy Physics

A new method streamlines fitting experimental data for physicists.

Ho Fung Tsoi, Dylan Rankin, Cecile Caillol

2025-05-20T05:38:24+00:00 ― 6 min read

Medical Physics Harmonizing Brain Imaging Data: The QuantConn Challenge

Researchers tackle DW-MRI data inconsistencies for better brain health insights.

Nancy R. Newlin, Kurt Schilling, Serge Koudoro

2025-05-20T04:48:08+00:00 ― 5 min read

Bioinformatics Understanding the Details of Single-Cell RNA Sequencing

Get insights into scRNA-seq and its impact on cellular research.

Jiayi Wang, Helena L. Crowell, Mark D. Robinson

2025-05-20T04:39:36+00:00 ― 7 min read

Machine Learning Revolutionizing Electron Beam Measurements with Machine Learning

A new method predicts electron beam power profiles using machine learning.

Till Korten, Vladimir Rybnikov, Mathias Vogt

2025-05-20T03:57:52+00:00 ― 5 min read

Artificial Intelligence Understanding Lifted Probabilistic Inference

A look at how lifted inference simplifies uncertainty in various fields.

Malte Luttermann, Ralf Möller, Marcel Gehrke

2025-05-20T03:41:20+00:00 ― 6 min read

Machine Learning Using AI Models to Generate Molecular Data

This article reviews generative AI models for predicting molecular behaviors.

Richard John, Lukas Herron, Pratyush Tiwary

2025-05-20T03:07:36+00:00 ― 6 min read

High Energy Physics - Phenomenology Machine Learning in Particle Physics

Scientists use machine learning to classify tiny particles and improve model accuracy.

Franck Rothen, Samuel Klein, Matthew Leigh

2025-05-20T02:17:20+00:00 ― 5 min read

Methodology Navigating Goodness-of-Fit and Two-Sample Tests

A guide to better data analysis methods for various situations.

Wolfgang Rolke

2025-05-20T00:15:04+00:00 ― 5 min read

Methodology Understanding Kernel Density Estimation and Polyspherical Data

A look into kernel density estimation and its significance in complex data analysis.

Eduardo García-Portugués, Andrea Meilán-Vila

2025-05-19T21:34:33+00:00 ― 6 min read

Statistics Theory New Approaches to Understanding Odds Ratios

Learn about innovative models for analyzing odds ratios in various fields.

Idir Arab, Milto Hadjikyriakou, Paulo Eduardo Oliveira

2025-05-19T18:54:02+00:00 ― 6 min read

Machine Learning Challenges of In-Context Learning with Linear Functions

A look at how AI struggles with basic linear functions despite extensive training.

Omar Naim, Guilhem Fouilhé, Nicholas Asher

2025-05-19T18:24:00+00:00 ― 6 min read

Machine Learning Improving Traffic Predictions with PCA Embedding

A new technique enhances traffic forecasting in changing urban landscapes.

Hongjun Wang, Jiyuan Chen, Lingyu Zhang

2025-05-19T17:33:20+00:00 ― 6 min read

Machine Learning Liquid State Machines: A New Approach to Learning

Discover how Liquid State Machines improve machine learning through innovative techniques.

Anmol Biswas, Sharvari Ashok Medhe, Raghav Singhal

2025-05-19T16:17:20+00:00 ― 5 min read

Computer Vision and Pattern Recognition Advancing Plant Research Through Deep Learning

New methods improve accuracy in labeling herbarium specimens using deep learning.

Quentin Bateux, Jonathan Koss, Patrick W. Sweeney

2025-05-19T13:00:52+00:00 ― 8 min read

Databases Simplifying Cloud SKU Selection with Lorentz

A new system helps users choose the right cloud resources easily.

Nicholas Glaze, Tria McNeely, Yiwen Zhu

2025-05-19T11:13:20+00:00 ― 7 min read

Machine Learning Cuvis.ai: Simplifying Hyperspectral Imaging for All

Cuvis.ai makes hyperspectral imaging easy and accessible for everyone.

Nathaniel Hanson, Philip Manke, Simon Birkholz

2025-05-19T10:48:00+00:00 ― 8 min read

Computer Vision and Pattern Recognition Advancements in Medical Image Segmentation with TP-UNet

TP-UNet enhances medical image segmentation by utilizing temporal information.

Ranmin Wang, Limin Zhuang, Hongkun Chen

2025-05-19T09:57:20+00:00 ― 5 min read

Econometrics Enhancing A/B Testing with Trigger Observations

Learn how trigger observations can improve your A/B testing results effectively.

Tanmoy Das, Dohyeon Lee, Arnab Sinha

2025-05-19T09:01:49+00:00 ― 5 min read

High Energy Physics - Phenomenology Understanding Muons: The MUonE Experiment

Scientists investigate muons to uncover fundamental physics insights.

Camilo Rojas P., Diogo Boito, Cristiane Y. London

2025-05-19T08:41:44+00:00 ― 6 min read

Machine Learning SADDE: A New Approach to Anomaly Detection

SADDE identifies strange data activity while explaining its decisions.

Yachao Yuan, Yu Huang, Yali Yuan

2025-05-19T08:41:20+00:00 ― 7 min read

Machine Learning Improving Demand Forecasting with New Techniques

A new tool helps businesses forecast demand more accurately during peak events.

Malcolm Wolff, Kin G. Olivares, Boris Oreshkin

2025-05-19T08:11:58+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Apple Detection with Technology

New technology simplifies apple detection in orchards, saving time and effort.

Ranjan Sapkota, Achyut Paudel, Manoj Karkee

2025-05-19T07:25:20+00:00 ― 4 min read