Latest Articles for Data Analysis

Robotics New Dataset Enhances Human-Robot Interaction

TH OR-MAGNI Act dataset improves robot predictions of human movements.

Tiago Rodrigues de Almeida, Tim Schreiter, Andrey Rudenko

2025-02-17T01:29:06+00:00 ― 7 min read

Methodology Understanding Causal Invariance Learning

A look into how we learn about cause and effect in various fields.

Zhenyu Wang, Yifan Hu, Peter Bühlmann

2025-02-17T00:26:24+00:00 ― 6 min read

Artificial Intelligence Simplifying Reasoning with Conditional Independence

Learn how conditional independence makes complex reasoning easier in knowledge representation.

Jesse Heyninck

2025-02-16T22:16:30+00:00 ― 7 min read

Bioinformatics CORTADO: A Game Changer in Single-Cell Research

CORTADO helps scientists accurately identify unique cell markers for better understanding.

Musaddiq K Lodi, Leiliani Clark, Satyaki Roy

2025-02-16T20:51:36+00:00 ― 7 min read

Machine Learning Anomaly Detection: Keeping Systems on Track

Learn how anomaly detection safeguards complex systems and enhances efficiency.

Mulugeta Weldezgina Asres, Christian Walter Omlin, The CMS-HCAL Collaboration

2025-02-16T19:21:13+00:00 ― 6 min read

Human-Computer Interaction Balancing Privacy and Usability in Data Systems

Navigating the intersection of privacy and user-friendly data access.

Liudas Panavas, Joshua Snoke, Erika Tyagi

2025-02-16T14:16:02+00:00 ― 7 min read

Computer Vision and Pattern Recognition GAGS: Transforming 3D Scene Understanding

GAGS revolutionizes how we interpret 3D scenes from 2D images.

Yuning Peng, Haiping Wang, Yuan Liu

2025-02-16T12:38:42+00:00 ― 6 min read

Machine Learning Reinforcement Learning: A Deep Dive

Explore how agents learn to make decisions through reinforcement learning.

Shreya Sinha Roy, Richard G. Everitt, Christian P. Robert

2025-02-16T09:10:51+00:00 ― 7 min read

Computer Vision and Pattern Recognition Improving Human Activity Recognition with New Methods

New techniques boost computer understanding of human activities using wearable sensor data.

Di Xiong, Shuoyuan Wang, Lei Zhang

2025-02-16T05:25:21+00:00 ― 8 min read

Machine Learning Revolutionizing Treatment Effect Measurement

A new method for combining patient data to measure treatment effects effectively.

Yuxin Wang, Maresa Schröder, Dennis Frauen

2025-02-15T23:00:29+00:00 ― 6 min read

Machine Learning Decoding Particle Physics with Machine Learning

Integrating machine learning to find new particles in physics research.

Jai Bardhan, Cyrin Neeraj, Mihir Rawat

2025-02-15T22:09:02+00:00 ― 7 min read

Computation and Language Understanding Conflict Through Data: The CEHA Dataset

A new dataset reveals detailed conflict events in the Horn of Africa.

Rui Bai, Di Lu, Shihao Ran

2025-02-15T19:47:33+00:00 ― 6 min read

Machine Learning Revolutionizing Data Analysis with GNNs

New methods improve Graph Neural Networks for better insights.

Xianlin Zeng, Yufeng Wang, Yuqi Sun

2025-02-15T17:23:06+00:00 ― 5 min read

Machine Learning Using Technology to Prevent Tenant Evictions

A new framework aims to improve outreach for tenants at risk of eviction.

Anindya Sarkar, Alex DiChristofano, Sanmay Das

2025-02-15T16:34:57+00:00 ― 6 min read

Machine Learning Smart Forecasting for Electricity Prices

A new method improves electricity price predictions using machine learning techniques.

Abhiroop Bhattacharya, Nandinee Haq

2025-02-15T15:46:48+00:00 ― 6 min read

Bioinformatics StripePy: A New Tool for Genomic Analysis

StripePy enhances genomic research by effectively detecting stripes in DNA structure.

Andrea Raffo, Roberto Rossini, Jonas Paulsen

2025-02-15T08:58:09+00:00 ― 6 min read

Computation and Language Revolutionizing Responses to Time-Sensitive Queries

A new framework improves accuracy for current event questions.

Zhang Siyue, Xue Yuxiang, Zhang Yiming

2025-02-15T06:57:09+00:00 ― 6 min read

Physics Education Mastering Uncertainty in Physics Education

A look into how students learn to handle uncertainties in physics labs.

Matheus A. S. Pessôa, Rebecca Brosseau, Benjamin J. Dringoli

2025-02-15T03:50:24+00:00 ― 7 min read

Computer Vision and Pattern Recognition MUSTER: A New Approach to Medical Imaging

MUSTER aligns medical images over time for better health insights.

Edvard O. S. Grødem, Donatas Sederevičius, Esten H. Leonardsen

2025-02-15T03:17:00+00:00 ― 5 min read

Earth and Planetary Astrophysics Winds of Change: Planet Formation in Space

Discover how winds shape the birth of planets in protoplanetary disks.

Xiao Hu, Jaehan Bae, Zhaohuan Zhu

2025-02-15T03:02:38+00:00 ― 6 min read

Methodology Discovering the Future of Data Analysis

Learn how Fréchet SDR changes the way we analyze complex data.

Hsin-Hsiung Huang, Feng Yu, Kang Li

2025-02-15T02:39:45+00:00 ― 8 min read

Oncology New Database Aims to Aid Pancreatic Cancer Research

A user-friendly tool to connect datasets and improve research on pancreatic cancer.

Claude Chelala, J. Oscanoa, H. Ross-Adams

2025-02-15T00:17:40+00:00 ― 6 min read

Applications Baltimore's Air Quality: A New Hope

Combining low-cost sensors and reference devices to enhance air quality predictions.

Claire Heffernan, Kirsten Koehler, Drew R. Gentner

2025-02-14T21:34:34+00:00 ― 5 min read

Social and Information Networks Connecting the Dots: Shared Structures in Graphs

Discover how shared structures in graphs reveal insights in various fields.

Iiro Kumpulainen, Sebastian Dalleiger, Jilles Vreeken

2025-02-14T19:43:03+00:00 ― 6 min read

Computers and Society Predicting Student Success with Short-Term Data

Using technology data to forecast student performance before exams.

Ge Gao, Amelia Leon, Andrea Jetten

2025-02-14T18:54:54+00:00 ― 7 min read

Applications Tendons Uncovered: The Mechanics Behind Movement

Learn how tendons work and why they are crucial for movement.

James Casey, Jessica Forsyth, Timothy Waite

2025-02-14T16:29:23+00:00 ― 8 min read

Computer Vision and Pattern Recognition Transforming Highways: The Future of Autonomous Driving

Advancements in 3D scene reconstruction are reshaping highway safety.

Pou-Chun Kung, Xianling Zhang, Katherine A. Skinner

2025-02-14T14:54:09+00:00 ― 6 min read

Machine Learning LocalMAP: A New Approach to Data Clustering

LocalMAP helps simplify complex datasets into clearer clusters for better analysis.

Yingfan Wang, Yiyang Sun, Haiyang Huang

2025-02-14T13:17:51+00:00 ― 7 min read

Computational Geometry Understanding Barcodes and Harmonic Chains in Data Analysis

A simple guide to barcodes and harmonic chains in mathematics.

Tau Hou, Salman Parsa, Bei Wang

2025-02-14T11:41:33+00:00 ― 6 min read

Probability The Dance of Correlation and Coskewness

Discover how correlation and coskewness reveal hidden relationships in data.

Carole Bernard, Jinghui Chen, Steven Vanduffel

2025-02-14T11:24:12+00:00 ― 6 min read

Computer Vision and Pattern Recognition Teaching Machines to Understand Images

Researchers enhance AI’s ability to interpret images through better training data.

Austin Stone, Hagen Soltau, Robert Geirhos

2025-02-14T10:53:24+00:00 ― 7 min read

Cardiovascular Medicine Improving Heart Failure Care with Machine Learning

New models predict heart failure risks using diverse patient data.

Takuya Nishino, Katsuhito Kato, Shuhei Tara

2025-02-14T10:25:25+00:00 ― 7 min read

High Energy Physics - Experiment New Detector Ready for High-Speed Particle Collisions

ATLAS Inner Tracker set to revolutionize particle tracking at the LHC.

ATLAS Collaboration

2025-02-14T04:45:10+00:00 ― 6 min read

Machine Learning New Method to Combat Jamming Attacks in UAVs

Researchers develop a smart solution for detecting jamming attacks on drones.

Joseanne Viana, Hamed Farkhari, Pedro Sebastiao

2025-02-14T02:03:45+00:00 ― 8 min read

Computation and Language The Confidence Illusion in Language Models

Are AI models confident or just lucky in their answers?

Yudi Pawitan, Chris Holmes

2025-02-13T21:14:51+00:00 ― 7 min read

Bioinformatics Transforming Bioinformatics with Pipemake

Pipemake simplifies workflows for researchers, enhancing data analysis in biology.

Andrew E. Webb, Scott W. Wolf, Ian M. Traniello

2025-02-13T21:04:42+00:00 ― 7 min read

Epidemiology Connecting the Dots in Breast Cancer Research

Investigating risk factors for breast cancer using innovative data analysis techniques.

Marina Vabistsevits, Tim Robinson, Ben Elsworth

2025-02-13T20:33:10+00:00 ― 6 min read

Computer Vision and Pattern Recognition EarthDial: Your Environmental Chat Buddy

Simplifying environmental data through engaging conversations.

Sagar Soni, Akshay Dudhane, Hiyam Debary

2025-02-13T14:49:39+00:00 ― 6 min read

Econometrics Decoding Machine Learning Predictions in Economics

Learn how machine learning helps interpret economic forecasts using history.

Philippe Goulet Coulombe, Maximilian Goebel, Karin Klieber

2025-02-13T09:58:17+00:00 ― 7 min read

Cryptography and Security FHE: A New Era in Data Security

Discover a new method for comparing encrypted data efficiently and securely.

Federico Mazzone, Maarten Everts, Florian Hahn

2025-02-13T09:12:36+00:00 ― 7 min read