Data Analysis

Applications CESAR: Improving Wind Energy Forecasting

CESAR enhances wind forecasting accuracy for effective renewable energy use.

Matthew Bonas, Paolo Giani, Paola Crippa

2025-02-27T04:35:12+00:00 ― 6 min read

Probability Understanding Stochastic Delay Differential Equations

Learn how randomness shapes change over time in various fields.

Julius Busse

2025-02-27T02:59:00+00:00 ― 7 min read

Machine Learning Revolutionizing Rare Event Detection with New Weighting Method

A new method improves detection of rare events in critical systems.

Georgios Tertytchny, Georgios L. Stavrinides, Maria K. Michael

2025-02-27T02:14:06+00:00 ― 6 min read

Other Statistics Frequentism vs. Bayesianism: A Statistical Standoff

Discover the debate between two key statistical approaches.

Simon Benhaïem

2025-02-26T18:24:50+00:00 ― 8 min read

Computation and Language Navigating Time: AI's Challenge with Dates

Discover how AI struggles with understanding dates and time.

Gagan Bhatia, MingZe Tang, Cristina Mahanta

2025-02-26T16:36:18+00:00 ― 6 min read

High Energy Physics - Experiment Particle Physics: High-Energy Collisions Unveiled

Investigating particle behavior in high-energy collisions to understand the universe.

ATLAS Collaboration

2025-02-26T16:05:26+00:00 ― 5 min read

Methodology New Tool for Fair Health Studies

sPoRT ensures all groups get fair treatment in health research.

Arthur Chatton, Michael Schomaker, Miguel-Angel Luque-Fernandez

2025-02-26T13:19:39+00:00 ― 8 min read

Plant Biology Diving into EcoFABs: The Future of Plant Research

Discover how EcoFABs transform plant study with advanced technology and smart techniques.

Petrus H. Zwart, Peter Andeer, Trent Northen

2025-02-26T12:46:12+00:00 ― 8 min read

Medical Physics Microdosimetry: Enhancing Radiation Therapy Accuracy

Learn how microdosimetry improves cancer treatment by correcting data distortions.

Matthias Knopf, Sandra Barna, Daniel Radmanovac

2025-02-26T12:06:36+00:00 ― 5 min read

Signal Processing Revolutionizing Brain Analysis: EEG-GMACN Advances

New method enhances EEG signal analysis for better brain insights.

Haili Ye, Stephan Goerttler, Fei He

2025-02-26T09:23:24+00:00 ― 6 min read

Machine Learning The Balance of Accuracy and Trust in Vision-Language Models

Exploring the fine-tuning impacts on prediction accuracy and rationality in AI models.

Qitong Wang, Tang Li, Kien X. Nguyen

2025-02-26T09:22:57+00:00 ― 6 min read

Solar and Stellar Astrophysics Contact Binaries: Stars Sharing a Cosmic Bond

Discover the fascinating world of contact binaries and their unique interactions.

Qiqi Xia, Xiaofeng Wang, Kai Li

2025-02-26T08:55:32+00:00 ― 6 min read

Computer Vision and Pattern Recognition FastVLM: Speeding Up Vision Language Models

FastVLM improves speed and accuracy in processing images and text.

Pavan Kumar Anasosalu Vasu, Fartash Faghri, Chun-Liang Li

2025-02-26T06:10:21+00:00 ― 8 min read

Classical Analysis and ODEs The Power of Haar Shifts in Mathematics

Discover how Haar shifts simplify the analysis of complex functions.

José M. Conde Alonso, Nathan A. Wagner

2025-02-26T05:40:20+00:00 ― 6 min read

Computer Vision and Pattern Recognition A Fresh Approach to Image Registration in Medical Imaging

New methods are transforming how medical images are aligned for better diagnoses.

Vasiliki Sideri-Lampretsa, Nil Stolt-Ansó, Martin Menten

2025-02-26T04:34:03+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Materials Analysis with 3D-CVAE

New model enhances anomaly detection in materials science.

Seyfal Sultanov, James P Buban, Robert F Klie

2025-02-25T18:35:44+00:00 ― 7 min read

Computation Revamping Data Analysis with SVI

Learn how Stochastic Variational Inference transforms statistical modeling.

Gianmarco Callegher, Thomas Kneib, Johannes Söding

2025-02-25T16:58:55+00:00 ― 7 min read

Quantum Physics Revolutionizing Particle Classification with QRU

New quantum model enhances particle identification accuracy in noisy environments.

Léa Cassé, Bernhard Pfahringer, Albert Bifet

2025-02-25T16:12:26+00:00 ― 7 min read

Solar and Stellar Astrophysics ChronoFlow: A New Way to Age Stars

ChronoFlow helps scientists accurately determine the ages of stars in our universe.

Phil R. Van-Lane, Joshua S. Speagle, Gwendolyn M. Eadie

2025-02-25T14:36:54+00:00 ― 6 min read

Solar and Stellar Astrophysics Harnessing AI to Study Eclipsing Binary Stars

AI transforms how we analyze eclipsing binary stars, speeding up discoveries.

Marcin Wrona, Andrej Prša

2025-02-25T13:01:22+00:00 ― 7 min read

Computer Vision and Pattern Recognition Labeling Chaos in the Tobacco3482 Dataset

Labeling issues in the Tobacco3482 dataset hinder document classification accuracy.

Gordon Lim, Stefan Larson, Kevin Leach

2025-02-25T10:54:45+00:00 ― 6 min read

Cryptography and Security Advances in Link Prediction and Security

New methods improve link prediction attack strategies and highlight security flaws.

Jiate Li, Meng Pang, Binghui Wang

2025-02-25T10:06:36+00:00 ― 7 min read

Social and Information Networks Understanding Social Opinions: The Hidden Connections

Discover how researchers analyze online opinions to identify shared views.

Tianyi Chen, Atsushi Miyauchi, Charalampos E. Tsourakakis

2025-02-25T09:50:18+00:00 ― 7 min read

Solar and Stellar Astrophysics Decoding Solar Activity: Impact on Exoplanet Detection

Learn how solar activity affects our search for distant planets.

Yinan Zhao, Xavier Dumusque, Michael Cretignier

2025-02-25T08:14:46+00:00 ― 6 min read

Solar and Stellar Astrophysics Bridging the Gaps in Solar Wind Research

New methods tackle data gaps in solar wind studies for better understanding.

Daniel Wrench, Tulasi N. Parashar

2025-02-25T06:48:33+00:00 ― 6 min read

Computation and Language Kenyans Speak Out: Citizen Reports Shape Election Reality

A look at how citizen journalism impacted the 2022 Kenyan General Election.

Roberto Mondini, Neema Kotonya, Robert L. Logan

2025-02-25T05:17:42+00:00 ― 9 min read

Data Analysis, Statistics and Probability Decoding Feature Importance: A New Approach

Learn how to measure the impact of data features in predictive models.

Marlis Ontivero-Ortega, Luca Faes, Jesus M Cortes

2025-02-25T01:43:22+00:00 ― 7 min read

Computer Vision and Pattern Recognition Unearthing Hidden Biases in CNNs

Discover how biases affect CNN performance and image analysis.

Sai Teja Erukude, Akhil Joshi, Lior Shamir

2025-02-25T00:28:48+00:00 ― 6 min read

Statistics Theory Revolutionizing Data Analysis with Inferential Models

Discover a fresh approach to measuring uncertainty in data analysis.

Ryan Martin, Jonathan P. Williams

2025-02-24T20:38:11+00:00 ― 5 min read

Artificial Intelligence New Models Enhance AI Decision-Making

Relational neurosymbolic Markov models improve AI learning and reasoning capabilities.

Lennert De Smet, Gabriele Venturato, Luc De Raedt

2025-02-24T19:39:54+00:00 ― 6 min read

Econometrics Cracking the Code of Nuisance Parameters

Learn how Neyman-Orthogonalization helps researchers tackle nuisance parameters in statistics.

Stéphane Bonhomme, Koen Jochmans, Martin Weidner

2025-02-24T15:33:00+00:00 ― 6 min read

Quantum Physics Optimizing Quantum Algorithms with Trigonometric Kernels

Discover how trigonometric kernels enhance Variational Quantum Algorithms in noisy environments.

Luca Arceci, Viacheslav Kuzmin, Rick Van Bijnen

2025-02-24T13:08:22+00:00 ― 6 min read

Optimization and Control Conic Optimization: A New Approach for Big Data

Discover how SIPM transforms conic optimization in machine learning.

Chuan He, Zhanwang Deng

2025-02-24T11:03:00+00:00 ― 6 min read

Econometrics Can Large Language Models Help Research Causality?

Exploring the potential of LLMs in identifying cause-and-effect relationships.

Nick Huntington-Klein, Eleanor J. Murray

2025-02-24T09:40:21+00:00 ― 5 min read

Optimization and Control Real-Time Insights: Advancements in Electrical Impedance Tomography

Discover how new methods in EIT enable faster and clearer imaging.

Neil Dizon, Jyrki Jauhiainen, Tuomo Valkonen

2025-02-24T08:23:10+00:00 ― 7 min read

Signal Processing Revolutionizing Communication: The Future of Bistatic Sensing

Discover how bistatic sensing is changing communication technology and enhancing environmental awareness.

Walter da C. Freitas, Gerard Favier, Andre L. F. de Almeida

2025-02-24T08:02:24+00:00 ― 8 min read

Social and Information Networks Two Layer Walk: A New Take on Graph Embedding

TLWalk enhances graph embedding by focusing on community structures efficiently.

He Yu, Jing Liu

2025-02-24T07:37:39+00:00 ― 6 min read

Epidemiology Challenges and Opportunities in Routine Clinical Data Analysis

A review of the limitations and potential of routine clinical data in healthcare.

Michelle Pfaffenlehner, M. Behrens, D. Zoeller

2025-02-24T06:13:40+00:00 ― 7 min read

Artificial Intelligence Counting Queries and Knowledge Bases: Unlocking Insights

Discover how counting queries power knowledge bases for smarter data analysis.

Quentin Manière, Marcin Przybyłko

2025-02-24T06:01:21+00:00 ― 6 min read

Machine Learning GFTab: A New Approach to Tabular Data

GFTab offers innovative solutions for analyzing mixed-variable tabular datasets.

Yoontae Hwang, Yongjae Lee

2025-02-24T00:24:18+00:00 ― 6 min read

Latest Articles for Data Analysis