Latest Articles for Data Analysis

Computational Finance Machine Learning and Stock Price Predictions

A study on using machine learning for predicting high-frequency stock prices.

Akash Deep, Chris Monico, Abootaleb Shirvani

2025-02-21T02:59:20+00:00 ― 6 min read

Computer Vision and Pattern Recognition MegaPairs: Bridging Images and Text

MegaPairs connects images and text for better search results.

Junjie Zhou, Zheng Liu, Ze Liu

2025-02-21T02:35:15+00:00 ― 6 min read

Distributed, Parallel, and Cluster Computing Chopin: Simplifying Geocomputation for All

Chopin makes handling spatial data easy and efficient for researchers.

Insang Song, Kyle P. Messier

2025-02-21T01:04:53+00:00 ― 8 min read

Quantum Physics Simplifying QUBO for Quantum Computing

Learn how semi-symmetries streamline QUBO problems in quantum computing.

Jonas Nüßlein, Leo Sünkel, Jonas Stein

2025-02-20T23:09:34+00:00 ― 6 min read

Econometrics Decoding Mediation Analysis: The Bootstrap Debate

A look at how confidence intervals and bootstrapping impact mediation analysis.

Kees Jan van Garderen, Noud van Giersbergen

2025-02-20T22:58:30+00:00 ― 5 min read

Information Retrieval Visual Source Attribution: Building Trust in Information

A method to verify information sources visually and enhance trust online.

Xueguang Ma, Shengyao Zhuang, Bevan Koopman

2025-02-20T22:34:30+00:00 ― 6 min read

Machine Learning Deep Learning Transforms Satellite Data Analysis

New method fills data gaps using deep learning and satellite observations.

Weibin Chen, Azhir Mahmood, Michel Tsamados

2025-02-20T19:59:42+00:00 ― 6 min read

Computer Vision and Pattern Recognition Balancing Sounds and Sights: A New Approach in AI Learning

DAAN improves how machines learn from audio-visual data in zero-shot scenarios.

RunLin Yu, Yipu Gong, Wenrui Li

2025-02-20T15:12:36+00:00 ― 5 min read

High Energy Physics - Experiment Unraveling the Mystery of Neutrinos

Scientists analyze MicroBooNE findings to shed light on elusive neutrinos.

MicroBooNE collaboration, P. Abratenko, D. Andrade Aldana

2025-02-20T13:36:22+00:00 ― 6 min read

Cell Biology Advancements in 3D Cell Imaging Techniques

New tools are improving cell identification in 3D images.

Mackenzie W. Mathis, C. Achard, T. Kousi

2025-02-20T13:12:24+00:00 ― 5 min read

Numerical Analysis Navigating Polar Decomposition and Procrustes Problem

Discover how polar decomposition and the Procrustes problem simplify matrix challenges.

Foivos Alimisis, Bart Vandereycken

2025-02-20T11:09:00+00:00 ― 5 min read

Data Structures and Algorithms Mastering Efficient Sampling Techniques

Exploring effective methods for sampling from complex logconcave distributions.

Minhui Jiang, Yuansi Chen

2025-02-20T09:49:20+00:00 ― 5 min read

Computation and Language Boosting Large Language Models on the Fly

Learn how LLMs improve performance during predictions without extensive resources.

Xiangjue Dong, Maria Teleki, James Caverlee

2025-02-20T05:43:21+00:00 ― 6 min read

Genomics CNSistent: A New Tool in Cancer Research

CNSistent streamlines SCNA data analysis for better cancer insights.

Adam Streck, Roland F. Schwarz

2025-02-20T04:55:27+00:00 ― 9 min read

Machine Learning Evaluating Generative Models: A Clear Path Ahead

Discover the importance of assessing generative model outputs and evolving evaluation methods.

Alexis Fox, Samarth Swarup, Abhijin Adiga

2025-02-20T04:07:03+00:00 ― 6 min read

Computation and Language Understanding Partitive Nouns in SRL

A deep dive into partitive nouns and their role in semantic role labeling.

Adam Meyers, Advait Pravin Savant, John E. Ortega

2025-02-20T02:30:45+00:00 ― 7 min read

Machine Learning Boosting Efficiency with Prediction-Enhanced Monte Carlo

PEMC combines Monte Carlo simulations with machine learning for faster, accurate results.

Fengpei Li, Haoxian Chen, Jiahe Lin

2025-02-19T23:38:58+00:00 ― 5 min read

Machine Learning Decoding the Secrets of State Space Models

Learn how state space models evolve with deep learning.

Jiahe Lin, George Michailidis

2025-02-19T18:33:47+00:00 ― 7 min read

Machine Learning Closing the Gaps in Healthcare Data

Methods to handle missing data can improve patient care and treatment analysis.

Lien P. Le, Xuan-Hien Nguyen Thi, Thu Nguyen

2025-02-19T13:28:36+00:00 ― 6 min read

Artificial Intelligence Revolutionizing Data Analysis with ARTEMIS

ARTEMIS transforms complex data tasks into clear insights effortlessly.

Atin Sakkeer Hussain

2025-02-19T11:15:54+00:00 ― 8 min read

Machine Learning Revolutionizing Causal Inference with ABC3

ABC3 offers a new way to efficiently understand causal effects.

Taehun Cha, Donghun Lee

2025-02-19T08:23:25+00:00 ― 6 min read

Computer Vision and Pattern Recognition AnySat: The Future of Earth Observation

AnySat revolutionizes how we observe and analyze our planet.

Guillaume Astruc, Nicolas Gonthier, Clement Mallet

2025-02-19T07:15:09+00:00 ― 6 min read

Machine Learning Simplifying Dynamic Networks: A Deeper Look

Understanding how to analyze ever-changing connections in complex networks.

Haixu Wang, Jiguo Cao, Jian Pei

2025-02-19T03:18:14+00:00 ― 6 min read

Multiagent Systems Revolutionizing Traffic Predictions with Speed Data

New methods improve traffic predictions, reducing congestion and enhancing city planning.

Suyash Vishnoi, Akhil Shetty, Iveel Tsogsuren

2025-02-19T03:14:24+00:00 ― 5 min read

Methodology Unlocking Spatial Relationships with IOX Models

Learn how IOX models analyze complex spatial data relationships.

Michele Peruzzi

2025-02-18T22:13:03+00:00 ― 5 min read

Combinatorics The Fascinating World of Hypergraphs

Explore the unique properties and dynamics of hypergraphs and random processes.

Felix Joos, Marcus Kühn

2025-02-18T19:11:30+00:00 ― 4 min read

Artificial Intelligence Untangling Causal Discovery: A New Approach

Discover how new methods are simplifying causal relationships in science.

Federico Baldo, Simon Ferreira, Charles K. Assaad

2025-02-18T18:24:45+00:00 ― 7 min read

Neurons and Cognition Harnessing Brain Power: Echo State Networks

Discover how brain connectomics enhances echo state networks for better predictions.

Bach Nguyen, Tianlong Chen, Shu Yang

2025-02-18T18:13:44+00:00 ― 7 min read

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