Latest Articles for Data Analysis

Methodology Predicting Machine Failures for Better Efficiency

Learn how to anticipate injection molding machine failures to reduce downtime.

Sandip K Pal, Arnab Koley, Pritam Ranjan

2025-03-16T18:45:25+00:00 ― 6 min read

Machine Learning Revolutionizing Stock Predictions with New Models

Higher Order Transformers enhance stock movement predictions using diverse data sources.

Soroush Omranpour, Guillaume Rabusseau, Reihaneh Rabbany

2025-03-16T17:34:20+00:00 ― 9 min read

Signal Processing The Future of Tracking: Sensor Collaboration

Discover how multiple sensors work together for better tracking.

Nikhil Sharma, Ratnasingham Tharmarasa, Thiagalingam Kirubarajan

2025-03-16T16:36:18+00:00 ― 6 min read

Fluid Dynamics Neural Networks Tackle Turbulence Modeling

Discover how neural networks address uncertainty in fluid turbulence modeling.

Cody Grogan, Som Dutta, Mauricio Tano

2025-03-16T12:23:54+00:00 ― 6 min read

Signal Processing The Art of Track Fusion: A Smart Approach

Learn how track fusion enhances data accuracy and reliability for tracking systems.

Nikhil Sharma, Shovan Bhaumik, Ratnasingham Tharmarasa

2025-03-16T11:40:12+00:00 ― 7 min read

Machine Learning Revolutionizing Protein Analysis with Cryo-EM

Discover how cryo-electron microscopy is transforming our view of proteins.

Axel Levy, Rishwanth Raghu, David Shustin

2025-03-16T09:55:48+00:00 ― 7 min read

Machine Learning Fairness in Data: A Balanced Approach

Exploring methods for fair machine learning through low-rank approximation and subset selection.

Zhao Song, Ali Vakilian, David P. Woodruff

2025-03-16T08:35:03+00:00 ― 5 min read

Systems Biology Harnessing Universal Differential Equations in Systems Biology

Explore the transformative role of UDEs in biological modeling.

Maren Philipps, Nina Schmid, Jan Hasenauer

2025-03-16T05:56:18+00:00 ― 7 min read

Machine Learning Unlocking Patterns in Time Series Data

Explore the significance of time series motif discovery and its new evaluation methods.

Daan Van Wesenbeeck, Aras Yurtman, Wannes Meert

2025-03-16T00:18:00+00:00 ― 8 min read

Probability Unlocking the Secrets of Stochastic Models

Explore the world of stochastic differential equations and their complex dynamics.

Rhoss Likibi Pellat, Emmanuel Che Fonka, Olivier Menoukeu Pamen

2025-03-15T23:53:40+00:00 ― 5 min read

Astrophysics of Galaxies Unraveling the Secrets of Stellar Populations

Discover how local properties influence galaxy formation and stellar populations.

Ignacio Ferreras, Marina Trevisan, Ofer Lahav

2025-03-15T23:39:38+00:00 ― 7 min read

Bioinformatics iModMix: Advancing Multi-Omics Analysis in Research

Discover how iModMix enhances the integration of multi-omics data for better insights.

Isis Narváez-Bandera, Ashley Lui, Yonatan Ayalew Mekonnen

2025-03-15T21:39:21+00:00 ― 5 min read

Data Structures and Algorithms The Challenge of Maximum Weight Independent Set

A look into MWIS and its real-world applications.

Ernestine Großmann, Kenneth Langedal, Christian Schulz

2025-03-15T20:17:15+00:00 ― 7 min read

Artificial Intelligence Untangling MAP: A Quest for Clarity

Researchers tackle the complex Maximum A Posteriori problem using innovative methods.

Johan Kwisthout, Andrew Schroeder

2025-03-15T17:52:48+00:00 ― 6 min read

Systems and Control Improving Navigation Accuracy with Innovative Filtering

New methods tackle sensor corruption for reliable navigation data.

Artem Mustaev, Nicholas Galioto, Matt Boler

2025-03-15T15:55:48+00:00 ― 7 min read

Machine Learning Revolutionizing Graph Learning with SIGNA

SIGNA simplifies graph learning using a single view approach.

Qingqiang Sun, Chaoqi Chen, Ziyue Qiao

2025-03-15T15:28:21+00:00 ― 7 min read

Methodology Revolutionizing Independence Testing in Statistics

A new framework improves how we test data independence across various types.

Yaqing Chen, Paromita Dubey

2025-03-15T07:09:08+00:00 ― 5 min read

Machine Learning Harnessing Machine Learning for Earth Observation Insights

Exploring the role of machine learning in understanding Earth's uncertainties.

Yuanyuan Wang, Qian Song, Dawood Wasif

2025-03-15T06:03:36+00:00 ― 9 min read

Computation Understanding Stochastic Differential Equations in Finance

Learn how randomness affects financial models and predictions.

Yuzhong Cheng, Hiroki Masuda

2025-03-15T02:03:57+00:00 ― 5 min read

Artificial Intelligence Mastering Data Dependencies for Better Querying

Learn how dependencies shape data management and improve query efficiency.

Efthymia Tsamoura, Boris Motik

2025-03-15T01:49:48+00:00 ― 5 min read

Statistics Theory Confidence Intervals: A Guide to HPD and LRCI

Learn the differences and uses of HPD and LRCI in data analysis.

A. X. Venu

2025-03-14T20:58:46+00:00 ― 7 min read

Probability Understanding Stable Distributions in Real Life

Explore the significance of stable distributions in finance, weather, and behavior studies.

Taher Jalal

2025-03-14T15:53:35+00:00 ― 6 min read

Signal Processing Drones and Solar Power: A Game Changer

Analyzing regression models to enhance PV-powered drone efficiency.

Jonathan Olivares, Tyler Depe, Kanika Sood

2025-03-14T15:15:18+00:00 ― 6 min read

Machine Learning Challenges in Human Activity Recognition: A Closer Look

Explore the hurdles in Human Activity Recognition and their impact on technology.

Daniel Geissler, Dominique Nshimyimana, Vitor Fortes Rey

2025-03-14T12:59:24+00:00 ― 6 min read

Machine Learning Adapting Machine Learning to Changing Data

Learn how genetic algorithms enhance ML models against concept drift.

Teddy Lazebnik

2025-03-14T12:11:15+00:00 ― 8 min read

Methodology New Method for Analyzing Time-Series Data

A new approach simplifies comparisons of time-series data to identify key differences.

Kensuke Mitsuzawa, Margherita Grossi, Stefano Bortoli

2025-03-14T10:48:24+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Video Anomaly Detection with Patch-Based Models

A new approach enhances anomaly detection in video surveillance for improved security.

Hang Zhou, Jiale Cai, Yuteng Ye

2025-03-14T10:34:57+00:00 ― 6 min read

Computational Engineering, Finance, and Science Revolutionizing Contact Mechanics with Neural Networks

Discover how neural networks are transforming contact mechanics analysis and predictions.

Tarik Sahin, Daniel Wolff, Alexander Popp

2025-03-14T08:58:39+00:00 ― 6 min read

High Energy Physics - Experiment The Higgs Boson: Key to Mass and Energy

Exploring the Higgs boson and its impact on particles and the universe.

Chris Scheulen

2025-03-14T08:39:04+00:00 ― 5 min read

Numerical Analysis Simplifying Complex Systems: Reduced Order Modeling

Explore how reduced order modeling streamlines eigenvalue problem solutions.

Siu Wun Cheung, Youngsoo Choi, Seung Whan Chung

2025-03-14T07:56:10+00:00 ― 7 min read

Biomolecules Navigating the Challenges of Drug Discovery Using Machine Learning

This study tackles drug interactions using activity cliffs and machine learning.

Regina Ibragimova, Dimitrios Iliadis, Willem Waegeman

2025-03-14T05:18:16+00:00 ― 6 min read

Signal Processing Revolutionizing RF Radiance Field Reconstruction

A new method simplifies RF mapping with fewer samples and real-time adaptability.

Chi-Shiang Gau, Xingyu Chen, Tara Javidi

2025-03-14T00:27:00+00:00 ― 8 min read

Bioinformatics New Method Enhances Analysis of Complex Biological Data

A novel framework improves the evaluation of biological samples and treatment effects.

Shantanu Singh, A. A. Kalinin, J. Arevalo

2025-03-13T22:43:18+00:00 ― 5 min read

Computation and Language How Machines Read: The Bias of Position

Machines often focus on beginnings in text, impacting information retrieval.

Samarth Goel, Reagan J. Lee, Kannan Ramchandran

2025-03-13T16:55:39+00:00 ― 6 min read

Econometrics Unlocking the Future with PTFA

PTFA: A new approach for better predictions in complex data.

Miguel C. Herculano, Santiago Montoya-Blandón

2025-03-13T15:09:36+00:00 ― 5 min read

Astrophysics of Galaxies The Dynamic World of Active Galactic Nuclei

Discover the time variability and mysteries of AGNs in our universe.

Sofia Kankkunen, Merja Tornikoski, Talvikki Hovatta

2025-03-13T15:08:12+00:00 ― 7 min read

High Energy Physics - Experiment New Model Improves B-Jet Identification

Scientists develop JetRetNet, a promising approach for better b-jet tagging.

Ayse Asu Guvenli, Bora Isildak

2025-03-13T11:57:08+00:00 ― 6 min read

Programming Languages Speeding Up Program Analysis with Algebraic Methods

Learn how incremental analysis streamlines programming and boosts efficiency.

Chenyu Zhou, Yuzhou Fang, Jingbo Wang

2025-03-13T11:18:36+00:00 ― 6 min read

Machine Learning WaveGNN: Tackling Messy Time Series Data

WaveGNN offers solutions for messy time series data across various sectors.

Arash Hajisafi, Maria Despoina Siampou, Bita Azarijoo

2025-03-13T10:30:27+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing AI: Measuring Perception Similarity

A new approach to gauge how machines perceive similarities across different data types.

Sara Ghazanfari, Siddharth Garg, Nicolas Flammarion

2025-03-13T06:29:42+00:00 ― 6 min read