Latest Articles for Data Analysis

Instrumentation and Methods for Astrophysics Finding Gravitational Lenses with Machine Learning

Scientists use advanced technology to locate cosmic gravitational lenses effectively.

R. Pearce-Casey, B. C. Nagam, J. Wilde

2025-05-04T10:32:44+00:00 ― 7 min read

Neural and Evolutionary Computing Pairing TDA with CNNs for Better Image Recognition

Combining TDA and CNNs enhances image recognition accuracy by leveraging diverse data.

A. Stolarek, W. Jaworek

2025-05-04T07:41:20+00:00 ― 5 min read

Computer Vision and Pattern Recognition GeneQuery: A New Way to Predict Gene Expression

Using histology images, GeneQuery enhances predictions about gene expression efficiently.

Ying Xiong, Linjing Liu, Yufei Cui

2025-05-04T06:50:40+00:00 ― 6 min read

High Energy Physics - Phenomenology Upgrading SuperKEKB: A Leap in Particle Physics

SuperKEKB's upgrade aims for precise measurements in particle physics research.

Caleb Miller, J. Michael Roney

2025-05-04T06:46:32+00:00 ― 6 min read

Computer Vision and Pattern Recognition Simplifying Image Recognition with PFCNNs

Learn how PFCNNs improve image recognition by using fixed filters.

Christoph Linse, Erhardt Barth, Thomas Martinetz

2025-05-04T06:25:20+00:00 ― 9 min read

Multimedia The Evolution of Image Quality Assessment

Discover how technology is reshaping image quality evaluation processes.

Shima Mohammadi, João Ascenso

2025-05-04T04:44:00+00:00 ― 9 min read

Instrumentation and Methods for Astrophysics Advancing Gamma-Ray Detection with Graph Neural Networks

Using GNNs to enhance gamma-ray observatories and filter cosmic rays.

Jonas Glombitza, Martin Schneider, Franziska Leitl

2025-05-04T04:40:52+00:00 ― 6 min read

Machine Learning Predicting Failures in Complex Engineering Systems

A method using sensors to predict machine failures, ensuring smooth operations.

Benjamin Peters, Ayush Mohanty, Xiaolei Fang

2025-05-04T04:21:42+00:00 ― 5 min read

Image and Video Processing Advancements in Oral Cancer Detection Using Deep Learning

Deep learning models enhance early detection of oral squamous cell carcinoma.

Samiha Islam, Muhammad Zawad Mahmud, Shahran Rahman Alve

2025-05-04T03:37:58+00:00 ― 5 min read

Computer Vision and Pattern Recognition Optimizing Image Classification with Mixture of Experts

Exploring the efficiency of expert models in image classification tasks.

Mathurin Videau, Alessandro Leite, Marc Schoenauer

2025-05-04T02:37:20+00:00 ― 8 min read

Machine Learning Tackling Classification Confusion with the Collision Matrix

Learn how the Collision Matrix aids in decision-making across different fields.

Jesse Friedbaum, Sudarshan Adiga, Ravi Tandon

2025-05-04T01:41:11+00:00 ― 7 min read

Fluid Dynamics Improving Turbulence Modeling with NLSS

A new method enhances turbulence predictions using machine learning techniques.

Jonas Luther, Patrick Jenny

2025-05-04T01:19:48+00:00 ― 6 min read

Machine Learning Understanding Wireless Communication Through Channel Prediction

Explore the role of channel prediction in improving wireless communication.

Shun Hu

2025-05-03T23:14:40+00:00 ― 8 min read

Instrumentation and Methods for Astrophysics STDWeb: A New Tool for Astronomers

STDWeb helps astronomers find bright events in the night sky.

Sergey Karpov

2025-05-03T22:23:52+00:00 ― 5 min read

Bioinformatics SpatioMark: A New Tool for Cell Interactions in Cancer Research

Discover how SpatioMark helps in understanding cell interactions and cancer treatments.

Sourish S Iyengar, Alex R Qin, Nicholas Robertson

2025-05-03T20:33:36+00:00 ― 8 min read

Software Engineering Crafting Effective Tools for Security Detection

We examined two scenarios for developing security tools against attacks.

Samuele Pasini, Jinhan Kim, Tommaso Aiello

2025-05-03T18:36:00+00:00 ― 6 min read

Machine Learning Navigating Complex Causal Systems

Understanding complex systems through robust causal analysis techniques.

Boris Lorbeer, Axel Küpper

2025-05-03T17:39:38+00:00 ― 6 min read

Computer Vision and Pattern Recognition Enhancing Computer Vision with Game Knowledge

A new method improves tile classification in Rummikub through reasoning.

Simon Vandevelde, Laurent Mertens, Sverre Lauwers

2025-05-03T17:20:00+00:00 ― 6 min read

High Energy Physics - Experiment Investigating the Higgs Boson Decay Patterns

Researchers analyze Higgs boson decays and their implications for particle physics.

ATLAS Collaboration

2025-05-03T16:57:08+00:00 ― 5 min read

Mathematical Software Revolutionizing Finance with Automatic Differentiation

Learn how AD tools enhance efficiency in finance and decision-making.

Juan Lucas Rey

2025-05-03T15:12:30+00:00 ― 8 min read

Machine Learning Understanding Gaussian Tree Models in Data Analysis

A look into Gaussian tree models and their applications in data patterns.

Sutanu Gayen, Sanket Kale, Sayantan Sen

2025-05-03T14:59:07+00:00 ― 6 min read

Computer Vision and Pattern Recognition Integrating Human Expertise in Image Analysis

Combining expert knowledge with AI boosts cancer diagnosis accuracy.

Weiqin Zhao, Ziyu Guo, Yinshuang Fan

2025-05-03T13:06:40+00:00 ― 9 min read

Artificial Intelligence Assessing Home Values through Public Amenities

Discover how public facilities impact property values in urban areas.

Miao Fan, Jizhou Huang, An Zhuo

2025-05-03T12:41:20+00:00 ― 5 min read

Social and Information Networks Political Conversations on Twitter in 2024

A look at how social media shapes political views in the upcoming election.

Hazem Ibrahim, Farhan Khan, Hend Alabdouli

2025-05-03T08:53:20+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Text-to-Image Retrieval

New methods enhance how we find images from text descriptions.

Muhammad Huzaifa, Yova Kementchedjhieva

2025-05-03T07:37:20+00:00 ― 5 min read

Methodology Understanding Teen Physical Activity Patterns

Research dives into how teens stay active and the factors affecting their behavior.

Benny Ren, Ian Barnett, Haochang Shou

2025-05-03T06:57:34+00:00 ― 5 min read

Cell Biology Revolutionary Tool for Cell Analysis: MuSpAn

MuSpAn simplifies the study of spatial data in biology, enhancing cell interaction insights.

Joshua A. Bull, Joshua W. Moore, Eoghan J. Mulholland

2025-05-03T04:35:08+00:00 ― 6 min read

Methodology Assessing Treatment Effects with Causal Estimation

A look at how causal estimation improves treatment decision-making in medicine.

Tathagata Basu, Matthias C. M. Troffaes

2025-05-03T04:17:03+00:00 ― 7 min read

Signal Processing Using Machine Learning to Monitor Structure Safety

Combining acoustic emission and machine learning to detect potential structural damage.

Uditha Muthumala, Yuxuan Zhang, Luciano Sebastian Martinez-Rau

2025-05-03T04:16:04+00:00 ― 7 min read

Machine Learning AI's Role in Modern Science: Assistance and Limitations

Exploring how AI assists scientists and its current limitations.

Nawaf Alampara, Mara Schilling-Wilhelmi, Martiño Ríos-García

2025-05-03T02:42:36+00:00 ― 7 min read

Data Structures and Algorithms Advances in Tornado Tabulation Hashing for Data Sampling

Improved hashing method enhances data sampling accuracy and efficiency.

Anders Aamand, Ioana O. Bercea, Jakob Bæk Tejs Houen

2025-05-03T01:42:40+00:00 ― 6 min read

Numerical Analysis Shape-Morphing Solutions: A New Approach to PDEs

Learn how shape-morphing solutions aid in solving complex equations with real data.

Zachary T. Hilliard, Mohammad Farazmand

2025-05-03T01:27:12+00:00 ― 7 min read

Probability Building Social Networks: Two Methods at Work

A look at how social networks form through different approaches.

Aldric Labarthe, Yann Kerzreho

2025-05-03T00:36:56+00:00 ― 7 min read

Optimization and Control Bidding Strategies in Energy Markets

Learn how agents bid in energy markets using smart algorithms.

Luca Di Persio, Matteo Garbelli, Luca M. Giordano

2025-05-03T00:04:00+00:00 ― 7 min read

Image and Video Processing Improving Gas Plume Detection with New Techniques

Learn how scientists identify harmful gases in the air using advanced imaging methods.

Scout Jarman, Zigfried Hampel-Arias, Adra Carr

2025-05-02T23:04:32+00:00 ― 6 min read

Methodology Understanding Compositional Data Analysis with Multilevelcoda

A practical guide to analyzing compositional data using Bayesian multilevel models.

Flora Le, Dorothea Dumuid, Tyman E. Stanford

2025-05-02T22:56:01+00:00 ― 5 min read

Applications Forecasting Air Quality with E-STGCN Model

A model predicting air quality to help public health decisions.

Madhurima Panja, Tanujit Chakraborty, Anubhab Biswas

2025-05-02T20:15:30+00:00 ― 6 min read

Trading and Market Microstructure Advancing Financial Analysis with AI-Generated Order Flows

AI model simulates order placements to enhance financial data analysis.

Aaron Wheeler, Jeffrey D. Varner

2025-05-02T19:22:00+00:00 ― 9 min read

Computation and Language Improving Bioinformatics Workflow Accessibility

Researchers aim to streamline bioinformatics workflows for easier access and usability.

Clémence Sebe, Sarah Cohen-Boulakia, Olivier Ferret

2025-05-02T18:57:20+00:00 ― 7 min read

Machine Learning Advancements in EEG Analysis for Mental Health

New techniques improve the analysis of EEG data for diagnosing mental disorders.

Xinxu Wei, Kanhao Zhao, Yong Jiao

2025-05-02T16:50:40+00:00 ― 5 min read