Latest Articles for Data Analysis

Computation and Language Teaching AI to Connect the Dots in Causation

A new method boosts AI's understanding of cause and effect.

Eleni Sgouritsa, Virginia Aglietti, Yee Whye Teh

2025-02-18T13:35:51+00:00 ― 5 min read

Computer Vision and Pattern Recognition Memorizing SAM: A New Era in Medical Image Segmentation

A smart model improving medical image analysis with memory features.

Xinyuan Shao, Yiqing Shen, Mathias Unberath

2025-02-18T07:58:48+00:00 ― 6 min read

High Energy Physics - Phenomenology Chasing the Shy Particles: A Deep Dive into LLPs

Researchers are uncovering secrets of long-lived particles in particle physics.

Louie Corpe, Thomas Chehab, Andreas Goudelis

2025-02-18T02:41:38+00:00 ― 5 min read

Machine Learning The Trouble with SHAP Scores in AI

SHAP scores can mislead AI model predictions and decision-making.

Olivier Letoffe, Xuanxiang Huang, Joao Marques-Silva

2025-02-18T02:21:45+00:00 ― 5 min read

Computer Vision and Pattern Recognition Revolutionizing Document Classification with LLMs

Large language models advance document classification, reducing reliance on training data.

Anna Scius-Bertrand, Michael Jungo, Lars Vögtlin

2025-02-18T00:45:27+00:00 ― 8 min read

Neurons and Cognition New Framework Advances Understanding of Visual Processing in the Brain

Scientists develop miVAE to better analyze visual stimuli and neural responses.

Yu Zhu, Bo Lei, Chunfeng Song

2025-02-18T00:37:58+00:00 ― 7 min read

Methodology Navigating Tree-Based Models with Partial Likelihood

Learn how partial likelihood improves tree-based models in data analysis.

Li Ma, Benedetta Bruni

2025-02-17T20:47:08+00:00 ― 7 min read

Quantum Physics Comparing Quantum and Classical Time-Series Forecasting

A study examines the effectiveness of quantum forecasting versus traditional methods.

Caitlin Jones, Nico Kraus, Pallavi Bhardwaj

2025-02-17T17:08:26+00:00 ― 6 min read

Econometrics Unlocking the Future of Economic Forecasting

Discover advanced time series models shaping economic analysis and predictions.

Gianluca Cubadda

2025-02-17T12:16:39+00:00 ― 6 min read

Machine Learning BetaExplainer: Shedding Light on GNNs

A new tool clarifies how graph neural networks make predictions.

Whitney Sloneker, Shalin Patel, Michael Wang

2025-02-17T10:36:46+00:00 ― 7 min read

Computation and Language Revolutionizing Student Engagement Measurement with LLM-SEM

A new method combines video metrics and sentiment analysis for better engagement insights.

Ali Hamdi, Ahmed Abdelmoneim Mazrou, Mohamed Shaltout

2025-02-17T09:30:36+00:00 ― 5 min read

Quantum Physics Simplifying Quantum Dynamics: A New Approach

Discover how new methods are changing our understanding of quantum systems.

Hideaki Takahashi, Raffaele Borrelli

2025-02-17T07:35:14+00:00 ― 7 min read

Dynamical Systems The Dance of Numbers and Randomness

Explore how randomness shapes sequences and processes in mathematics.

Lisette Jager, Killian Verdure

2025-02-17T03:14:00+00:00 ― 7 min read

Data Analysis, Statistics and Probability Decoding Complex Systems: From Ice to Atoms

A look into analyzing complex systems with enhanced resolution techniques.

Domiziano Doria, Simone Martino, Matteo Becchi

2025-02-17T02:00:52+00:00 ― 7 min read

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