Data Analysis

Machine Learning The Challenge of Prediction in Our Lives

An exploration of how prediction shapes our decisions and its inherent uncertainties.

Jiani Yan, Charles Rahal

2025-04-11T00:02:14+00:00 ― 6 min read

Nuclear Theory Unraveling Jet Quenching in Heavy-Ion Collisions

Scientists study jet quenching to understand the early universe's conditions.

Ron A Soltz, Dhanush A Hangal, Aaron Angerami

2025-04-10T23:00:56+00:00 ― 5 min read

Systems and Control AI and Edge Computing: Transforming Wildlife Research

AI is reshaping how scientists study animals in their natural habitats.

Jenna Kline, Austin O'Quinn, Tanya Berger-Wolf

2025-04-10T18:40:30+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing 3D Imaging with CrossSDF

CrossSDF transforms 2D slices into precise 3D models, advancing imaging technology.

Thomas Walker, Salvatore Esposito, Daniel Rebain

2025-04-10T15:49:03+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Scientific Analysis with Hypernetworks

Hypernetworks transform data analysis, filling gaps and improving precision in dynamic simulations.

Hamid Gadirov, Qi Wu, David Bauer

2025-04-10T14:12:45+00:00 ― 7 min read

Machine Learning Clustering Made Simple: A Sweet Approach

Learn how effective clustering techniques can organize data like sorting candies.

Wenlong Lyu, Yuheng Jia

2025-04-10T12:36:27+00:00 ― 6 min read

Artificial Intelligence Evaluating Deep Learning Models in Gene Research

A new method for assessing models that study gene properties.

Yoav Kan-Tor, Michael Morris Danziger, Eden Zohar

2025-04-10T10:12:00+00:00 ― 6 min read

Computation Estimating Event Timelines with Log-Concave Functions

A practical approach for handling interval-censored data in scientific studies.

Chi Wing Chu, Hok Kan Ling, Chaoyu Yuan

2025-04-10T08:46:41+00:00 ― 6 min read

Molecular Networks Mastering Cell Culture: A Deep Dive

Explore the essentials of cell culture and metabolic processes for improved research outcomes.

Keqi Wang, Sarah W. Harcum, Wei Xie

2025-04-10T08:21:38+00:00 ― 5 min read

Econometrics Understanding Endogenous Heteroskedasticity in Data Analysis

A clear look at complex statistics and its real-world implications.

Javier Alejo, Antonio F. Galvao, Julian Martinez-Iriarte

2025-04-10T04:44:24+00:00 ― 6 min read

Machine Learning AI4EF: The Future of Energy Efficiency

AI4EF helps buildings become more energy-efficient and cost-effective.

Alexandros Menelaos Tzortzis, Georgios Kormpakis, Sotiris Pelekis

2025-04-10T03:46:48+00:00 ― 7 min read

Methodology Evaluating Methods in Clinical Trial Adaptation

Comparing ways to calculate posterior probabilities in clinical trials to improve patient outcomes.

Daniel Kaddaj, Lukas Pin, Stef Baas

2025-04-10T03:41:30+00:00 ― 7 min read

Machine Learning Unlocking Molecular Secrets: The Future of Chemistry

Discover how fragmentation and machine learning transform molecular predictions and applications.

Xiao Zhu, Srinivasan S. Iyengar

2025-04-09T23:55:42+00:00 ― 14 min read

Epidemiology Study Design Matters in Cancer Screening Research

Research shows how study design influences cancer screening effectiveness results.

Ulrike Haug, M. Braitmaier, S. Schwarz

2025-04-09T22:54:20+00:00 ― 4 min read

Applications Improving Traffic Estimation in Cities

A better method for traffic estimation with limited data in urban areas.

Nandan Maiti, Manon Seppecher, Ludovic Leclercq

2025-04-09T22:36:19+00:00 ― 7 min read

High Energy Physics - Phenomenology Machine Learning and Particle Physics: A Dynamic Duo

Examining how machine learning transforms particle physics research and jet tagging.

Aaron Wang, Abhijith Gandrakota, Jennifer Ngadiuba

2025-04-09T19:56:52+00:00 ― 6 min read

Signal Processing Managing Service Interference in Network Slicing

A new algorithm detects and manages interference in telecommunications networks.

Van Sy Mai, Richard La, Tao Zhang

2025-04-09T18:00:00+00:00 ― 6 min read

Cosmology and Nongalactic Astrophysics Revealing the Secrets of Galaxies with Neural Networks

Discover how neural networks analyze galactic rotation curves to unveil cosmic mysteries.

Bihag Dave, Gaurav Goswami

2025-04-09T17:33:34+00:00 ― 7 min read

Signal Processing Unlocking the Complexity of Data with Topology

Discover how topological methods transform messy data into meaningful insights.

Elvin Isufi, Geert Leus, Baltasar Beferull-Lozano

2025-04-09T13:03:54+00:00 ― 6 min read

Statistics Theory Measuring Variation in Multidimensional Data

Learn how to assess variation across complex datasets effectively.

Gennaro Auricchio, Paolo Giudici, Giuseppe Toscani

2025-04-09T07:20:46+00:00 ― 7 min read

Astrophysics of Galaxies SpyDust: A New Tool for Cosmic Dust Analysis

SpyDust enhances our understanding of spinning dust and its effects in the universe.

Zheng Zhang, Jens Chluba

2025-04-09T05:37:04+00:00 ― 6 min read

Machine Learning Transforming Graph Analysis with Expert Models

A new method simplifies graph analysis using specialized expert models.

Jingzhe Liu, Haitao Mao, Zhikai Chen

2025-04-09T02:15:35+00:00 ― 6 min read

High Energy Physics - Phenomenology Unlocking the Secrets of Clustering Logarithms in Particle Physics

A deep dive into the role of clustering logarithms in high-energy physics.

K. Khelifa-Kerfa

2025-04-08T12:06:12+00:00 ― 6 min read

Epidemiology Modeling Dengue Spread: Insights and Techniques

Discover how researchers model and predict the spread of dengue virus.

Anna M. Langmüller, Kiran A. Chandrasekher, Benjamin C. Haller

2025-04-08T09:55:00+00:00 ― 6 min read

Machine Learning Revolutionizing Data Classification with GB-TWKSVC

Discover the innovative GB-TWKSVC for efficient multi-class data classification.

M. A. Ganaie, Vrushank Ahire, Anouck Girard

2025-04-08T07:38:33+00:00 ― 7 min read

Computer Vision and Pattern Recognition Fast Object Detection in Emergency Response Using YOLOv5

Aerial imagery and YOLOv5 enhance emergency response efficiency and safety.

Sindhu Boddu, Arindam Mukherjee, Arindrajit Seal

2025-04-08T02:01:30+00:00 ― 9 min read

Computer Vision and Pattern Recognition Cracking the Code of Transfer-Based Attacks

New research reveals how shared features can predict AI model vulnerabilities.

Ashley S. Dale, Mei Qiu, Foo Bin Che

2025-04-07T22:48:54+00:00 ― 7 min read

Bioinformatics New Strategies for Efficient K-mer Indexing

A fresh approach to managing genomic data using super-k-mers for better efficiency.

Caleb Smith, Igor Martayan, Antoine Limasset

2025-04-07T21:49:21+00:00 ― 8 min read

Software Engineering The Hidden Importance of Log Preprocessing

Discover how preprocessing can transform log parsing efficiency and accuracy.

Qiaolin Qin, Roozbeh Aghili, Heng Li

2025-04-07T18:48:09+00:00 ― 5 min read

Numerical Analysis Cracking the Code of Bayesian Inverse Problems

Navigating the complexities of estimating unknowns in seismic studies.

Julianne Chung, Scot M. Miller, Malena Sabate Landman

2025-04-07T17:59:30+00:00 ― 7 min read

Machine Learning Forecasting the Future: Time Series Insights

Discover how wavelet methods improve time series forecasting accuracy.

Luca Masserano, Abdul Fatir Ansari, Boran Han

2025-04-07T17:11:51+00:00 ― 6 min read

Software Engineering Streamlining Data Quality with RIOLU

Learn how RIOLU transforms data preparation and anomaly detection effortlessly.

Qiaolin Qin, Heng Li, Ettore Merlo

2025-04-07T16:23:42+00:00 ― 7 min read

Computation and Language Harnessing Technology for Meaningful Debate

Using computers to create and evaluate arguments on hot topics.

Kaustubh D. Dhole, Kai Shu, Eugene Agichtein

2025-04-07T13:11:06+00:00 ― 5 min read

Pattern Formation and Solitons TRENDy: Simplifying Complex Dynamics in Nature

Discover how TRENDy helps scientists understand complex systems in biology and physics.

Matthew Ricci, Guy Pelc, Zoe Piran

2025-04-07T13:00:58+00:00 ― 6 min read

Bioinformatics Evaluating Variant Effect Predictors in Protein Research

New methods refine the assessment of variant effect predictors in protein function.

Joseph A Marsh, B. J. Livesey

2025-04-07T10:46:45+00:00 ― 8 min read

Quantitative Methods Making Sense of Brain Data with NEAO

NEAO streamlines brain data analysis for researchers, enhancing clarity and collaboration.

Cristiano André Köhler, Sonja Grün, Michael Denker

2025-04-07T09:58:34+00:00 ― 5 min read

Computation and Language Fighting Fake News with Smart Models

New models combine text and images to combat misinformation.

Recep Firat Cekinel, Pinar Karagoz, Cagri Coltekin

2025-04-07T07:34:03+00:00 ― 4 min read

Algebraic Topology Unlocking Patterns in Data with Persistent Homology

Discover how persistent homology reveals hidden structures in diverse datasets.

Dmitriy Morozov, Primoz Skraba

2025-04-07T07:20:10+00:00 ― 6 min read

Machine Learning Revolutionizing Two-Sample Testing with Semi-Supervised Learning

Learn how SSL-C2ST enhances two-sample testing for better data analysis.

Xunye Tian, Liuhua Peng, Zhijian Zhou

2025-04-07T04:28:56+00:00 ― 6 min read

Machine Learning Optimizing Particle-Based Methods in Statistics

Learn how OPAD and OPAD+ enhance particle-based approximations in various fields.

Hadi Mohasel Afshar, Gilad Francis, Sally Cripps

2025-04-06T23:23:45+00:00 ― 6 min read

Latest Articles for Data Analysis