Data Analysis

Machine Learning Revolutionizing Graph Learning with SIGNA

SIGNA simplifies graph learning using a single view approach.

Qingqiang Sun, Chaoqi Chen, Ziyue Qiao

2025-03-15T15:28:21+00:00 ― 7 min read

Methodology Revolutionizing Independence Testing in Statistics

A new framework improves how we test data independence across various types.

Yaqing Chen, Paromita Dubey

2025-03-15T07:09:08+00:00 ― 5 min read

Machine Learning Harnessing Machine Learning for Earth Observation Insights

Exploring the role of machine learning in understanding Earth's uncertainties.

Yuanyuan Wang, Qian Song, Dawood Wasif

2025-03-15T06:03:36+00:00 ― 9 min read

Computation Understanding Stochastic Differential Equations in Finance

Learn how randomness affects financial models and predictions.

Yuzhong Cheng, Hiroki Masuda

2025-03-15T02:03:57+00:00 ― 5 min read

Artificial Intelligence Mastering Data Dependencies for Better Querying

Learn how dependencies shape data management and improve query efficiency.

Efthymia Tsamoura, Boris Motik

2025-03-15T01:49:48+00:00 ― 5 min read

Statistics Theory Confidence Intervals: A Guide to HPD and LRCI

Learn the differences and uses of HPD and LRCI in data analysis.

A. X. Venu

2025-03-14T20:58:46+00:00 ― 7 min read

Probability Understanding Stable Distributions in Real Life

Explore the significance of stable distributions in finance, weather, and behavior studies.

Taher Jalal

2025-03-14T15:53:35+00:00 ― 6 min read

Signal Processing Drones and Solar Power: A Game Changer

Analyzing regression models to enhance PV-powered drone efficiency.

Jonathan Olivares, Tyler Depe, Kanika Sood

2025-03-14T15:15:18+00:00 ― 6 min read

Machine Learning Challenges in Human Activity Recognition: A Closer Look

Explore the hurdles in Human Activity Recognition and their impact on technology.

Daniel Geissler, Dominique Nshimyimana, Vitor Fortes Rey

2025-03-14T12:59:24+00:00 ― 6 min read

Machine Learning Adapting Machine Learning to Changing Data

Learn how genetic algorithms enhance ML models against concept drift.

Teddy Lazebnik

2025-03-14T12:11:15+00:00 ― 8 min read

Methodology New Method for Analyzing Time-Series Data

A new approach simplifies comparisons of time-series data to identify key differences.

Kensuke Mitsuzawa, Margherita Grossi, Stefano Bortoli

2025-03-14T10:48:24+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Video Anomaly Detection with Patch-Based Models

A new approach enhances anomaly detection in video surveillance for improved security.

Hang Zhou, Jiale Cai, Yuteng Ye

2025-03-14T10:34:57+00:00 ― 6 min read

Computational Engineering, Finance, and Science Revolutionizing Contact Mechanics with Neural Networks

Discover how neural networks are transforming contact mechanics analysis and predictions.

Tarik Sahin, Daniel Wolff, Alexander Popp

2025-03-14T08:58:39+00:00 ― 6 min read

High Energy Physics - Experiment The Higgs Boson: Key to Mass and Energy

Exploring the Higgs boson and its impact on particles and the universe.

Chris Scheulen

2025-03-14T08:39:04+00:00 ― 5 min read

Numerical Analysis Simplifying Complex Systems: Reduced Order Modeling

Explore how reduced order modeling streamlines eigenvalue problem solutions.

Siu Wun Cheung, Youngsoo Choi, Seung Whan Chung

2025-03-14T07:56:10+00:00 ― 7 min read

Biomolecules Navigating the Challenges of Drug Discovery Using Machine Learning

This study tackles drug interactions using activity cliffs and machine learning.

Regina Ibragimova, Dimitrios Iliadis, Willem Waegeman

2025-03-14T05:18:16+00:00 ― 6 min read

Signal Processing Revolutionizing RF Radiance Field Reconstruction

A new method simplifies RF mapping with fewer samples and real-time adaptability.

Chi-Shiang Gau, Xingyu Chen, Tara Javidi

2025-03-14T00:27:00+00:00 ― 8 min read

Bioinformatics New Method Enhances Analysis of Complex Biological Data

A novel framework improves the evaluation of biological samples and treatment effects.

Shantanu Singh, A. A. Kalinin, J. Arevalo

2025-03-13T22:43:18+00:00 ― 5 min read

Computation and Language How Machines Read: The Bias of Position

Machines often focus on beginnings in text, impacting information retrieval.

Samarth Goel, Reagan J. Lee, Kannan Ramchandran

2025-03-13T16:55:39+00:00 ― 6 min read

Econometrics Unlocking the Future with PTFA

PTFA: A new approach for better predictions in complex data.

Miguel C. Herculano, Santiago Montoya-Blandón

2025-03-13T15:09:36+00:00 ― 5 min read

Astrophysics of Galaxies The Dynamic World of Active Galactic Nuclei

Discover the time variability and mysteries of AGNs in our universe.

Sofia Kankkunen, Merja Tornikoski, Talvikki Hovatta

2025-03-13T15:08:12+00:00 ― 7 min read

High Energy Physics - Experiment New Model Improves B-Jet Identification

Scientists develop JetRetNet, a promising approach for better b-jet tagging.

Ayse Asu Guvenli, Bora Isildak

2025-03-13T11:57:08+00:00 ― 6 min read

Programming Languages Speeding Up Program Analysis with Algebraic Methods

Learn how incremental analysis streamlines programming and boosts efficiency.

Chenyu Zhou, Yuzhou Fang, Jingbo Wang

2025-03-13T11:18:36+00:00 ― 6 min read

Machine Learning WaveGNN: Tackling Messy Time Series Data

WaveGNN offers solutions for messy time series data across various sectors.

Arash Hajisafi, Maria Despoina Siampou, Bita Azarijoo

2025-03-13T10:30:27+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing AI: Measuring Perception Similarity

A new approach to gauge how machines perceive similarities across different data types.

Sara Ghazanfari, Siddharth Garg, Nicolas Flammarion

2025-03-13T06:29:42+00:00 ― 6 min read

Atmospheric and Oceanic Physics Revolutionizing Weather Forecasting with Machine Learning

Discover how MiMa is changing the game in weather predictions.

Yihe Zhang, Bryce Turney, Purushottam Sigdel

2025-03-13T06:22:46+00:00 ― 7 min read

Quantum Physics Harnessing Quantum Power for Climate Predictions

QK-LSTM model improves climate forecasting accuracy using quantum techniques.

Yu-Chao Hsu, Nan-Yow Chen, Tai-Yu Li

2025-03-13T05:35:00+00:00 ― 8 min read

Instrumentation and Methods for Astrophysics Eavesdropping on the Universe: Gravitational Waves

Scientists seek elusive gravitational waves hidden within cosmic background noise.

Federico Pozzoli, Jonathan Gair, Riccardo Buscicchio

2025-03-13T01:36:10+00:00 ― 6 min read

Machine Learning The Rise of Time Series Foundation Models

Examining the impact of training data quality on time series models.

Songkang Wen, Vasilii Feofanov, Jianfeng Zhang

2025-03-12T23:12:07+00:00 ― 6 min read

Computation and Language Navigating the Challenges of Large Language Models

A look at LLM responses to attacks and unusual data inputs.

April Yang, Jordan Tab, Parth Shah

2025-03-12T21:40:03+00:00 ― 5 min read

Machine Learning Predicting EV Charging Patterns in Prague

A study on predicting electric vehicle charging needs in urban areas.

Marek Miltner, Jakub Zíka, Daniel Vašata

2025-03-12T20:03:45+00:00 ― 6 min read

Methodology New Approaches to Modeling Extreme Weather Events

A fresh method for understanding and predicting severe weather patterns.

Muyang Shi, Likun Zhang, Mark D. Risser

2025-03-12T18:06:56+00:00 ― 6 min read

Artificial Intelligence Decision Trees: Shedding Light on Gender Bias in AI

Using decision trees to reveal gender bias in AI models.

Ana Ozaki, Roberto Confalonieri, Ricardo Guimarães

2025-03-12T17:39:18+00:00 ― 6 min read

Machine Learning A New Way to Assess System Reliability

A hybrid framework improves failure prediction in complex systems.

Xingyu Xiao, Peng Chen

2025-03-12T15:14:51+00:00 ― 6 min read

Signal Processing Advancing State Estimation with Stochastic Integration Filter

Learn how SIF improves tracking and estimation in technology.

Jindrich Dunik, Jakub Matousek, Ondrej Straka

2025-03-12T13:54:18+00:00 ― 7 min read

Methodology Mapping Brain Networks: A New Approach

Learn how scientists analyze brain connections with advanced methods.

Michael Hellstern, Byol Kim, Zaid Harchaoui

2025-03-12T13:01:45+00:00 ― 6 min read

Quantum Physics Quantum Computing: Transforming Complex Problems

Discover how quantum techniques simplify challenging calculations in finance and signal processing.

Anish Giri, David Hyde, Kalman Varga

2025-03-12T12:51:54+00:00 ― 6 min read

Computer Vision and Pattern Recognition UniMed: Transforming Medical Imaging with Data

A new dataset revolutionizes analysis of medical images and their descriptions.

Muhammad Uzair Khattak, Shahina Kunhimon, Muzammal Naseer

2025-03-12T12:50:24+00:00 ― 8 min read

Computer Vision and Pattern Recognition Decoding Video-LMMs: A Clearer Path Forward

Unpacking the key elements driving video understanding in large multimodal models.

Orr Zohar, Xiaohan Wang, Yann Dubois

2025-03-12T10:25:57+00:00 ― 7 min read

Applications Understanding Multimorbidity: A New Approach

A fresh method to analyze multiple health issues and improve patient care.

Kieran Richards, Kelly Fleetwood, Regina Prigge

2025-03-12T07:56:34+00:00 ― 6 min read

Latest Articles for Data Analysis