Latest Articles for Data Analysis

Computation and Language Tokenization Methods for Protein Sequences

Comparing tokenization strategies for effective protein analysis.

Burak Suyunu, Enes Taylan, Arzucan Özgür

2025-04-30T06:30:02+00:00 ― 6 min read

Neuroscience New Methods Improve Brain Activity Analysis

Researchers find better ways to analyze brain data for clearer insights.

Francesco Edoardo Vaccari, Stefano Diomedi, Edoardo Bettazzi

2025-04-30T05:25:36+00:00 ― 7 min read

Methodology Advancements in Change-Point Detection for Time Series Data

A new method improves change-point detection in intermittent time series analysis.

Jie Li, Jian Zhang, Samantha L. Winter

2025-04-30T04:03:06+00:00 ― 7 min read

Instrumentation and Detectors Affordable Vibration Data Acquisition with OASIS-UROS

Discover how OASIS-UROS provides cost-effective vibration measurement solutions.

Oliver Maximilian Zobel, Johannes Maierhofer, Andreas Köstler

2025-04-30T03:29:56+00:00 ― 5 min read

Operator Algebras Understanding Random Matrices and Their Implications

A look into how random matrices help explain complex systems.

Max Sun Zhou

2025-04-30T02:00:40+00:00 ― 6 min read

Methodology Simplifying Data Analysis with Variational Empirical Bayes

Learn how VEB streamlines data analysis for better insights.

Saikat Banerjee, Peter Carbonetto, Matthew Stephens

2025-04-30T01:22:35+00:00 ― 8 min read

Methodology Handling Missing Data in Health Predictions

Learn how to manage missing data for reliable health risk predictions.

Junhui Mi, Rahul D. Tendulkar, Sarah M. C. Sittenfeld

2025-04-29T22:42:04+00:00 ― 6 min read

Bioinformatics New Deep Learning Method for Ligand Identification

A deep learning approach enhances ligand identification in protein structures.

Jacek Karolczak, Anna Przybyłowska, Konrad Szewczyk

2025-04-29T22:09:56+00:00 ― 8 min read

Computation and Language The Future of Text Classification: Evaluating Language Models

Benchmarking language models is crucial for effective text classification in social sciences.

Bastián González-Bustamante

2025-04-29T20:52:00+00:00 ― 8 min read

Computation and Language ChemTEB: A New Benchmark for Chemical Text Embeddings

ChemTEB helps improve chemical text processing by evaluating specialized models.

Ali Shiraee Kasmaee, Mohammad Khodadad, Mohammad Arshi Saloot

2025-04-29T20:26:40+00:00 ― 8 min read

Computation and Language GloCOM: A Smart Tool for Short Texts

GloCOM tackles the challenges of analyzing short texts effectively.

Quang Duc Nguyen, Tung Nguyen, Duc Anh Nguyen

2025-04-29T19:10:40+00:00 ― 8 min read

Numerical Analysis Adaptive Gaussian Processes in Parameter Identification

Learn how adaptive methods streamline parameter identification in science and engineering.

Paolo Villani, Daniel Andrés-Arcones, Jörg F. Unger

2025-04-29T19:00:20+00:00 ― 7 min read

Cosmology and Nongalactic Astrophysics Understanding Baryonic Feedback in Cosmic Halos

Exploring how galaxies and their halos affect light in the universe.

Leander Thiele

2025-04-29T18:17:00+00:00 ― 7 min read

Computation Improving Predictions with Double Emulators

A look into double emulators and their role in enhancing simulator performance.

Conor Crilly, Oliver Johnson, Alexander Lewis

2025-04-29T17:21:02+00:00 ― 5 min read

Image and Video Processing Advancements in Hyperspectral Image Restoration

New methods improve hyperspectral imaging for various real-world applications.

Chia-Ming Lee, Ching-Heng Cheng, Yu-Fan Lin

2025-04-29T17:11:32+00:00 ― 6 min read

Cryptography and Security Keeping Data Private: A New Model Explained

Learn how the linear-transformation model protects data privacy during analysis.

Jakob Burkhardt, Hannah Keller, Claudio Orlandi

2025-04-29T17:04:00+00:00 ― 7 min read

Numerical Analysis The Rise of RQR: A New Way to Solve Matrices

Exploring how RQR outperforms traditional QR algorithms in finding eigenvalues.

Daan Camps, Thomas Mach, Raf Vandebril

2025-04-29T16:12:12+00:00 ― 5 min read

Computer Vision and Pattern Recognition AgriBench: The Future of Farming Technology

AgriBench evaluates AI tools to support smarter farming decisions.

Yutong Zhou, Masahiro Ryo

2025-04-29T14:57:20+00:00 ― 8 min read

Databases Enhancing Business Analysis with OCPM

Discover how Object-Centric Process Mining improves insights into business operations.

Shahrzad Khayatbashi, Najmeh Miri, Amin Jalali

2025-04-29T11:53:45+00:00 ― 7 min read

Instrumentation and Methods for Astrophysics Harnessing Transfer Learning in Astronomy

Astronomers use transfer learning to analyze vast data from cosmic surveys.

Stefano Cavuoti, Lars Doorenbos, Demetra De Cicco

2025-04-29T09:07:21+00:00 ― 5 min read

Artificial Intelligence Transforming Truck Arrival Time Estimation

New framework improves ETA predictions for efficient logistics.

Mengran Li, Junzhou Chen, Guanying Jiang

2025-04-29T06:14:00+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing VSLAM: A Ground Truth-Free Approach

New methods challenge traditional ground truth reliance in VSLAM and SfM technologies.

Alejandro Fontan, Javier Civera, Tobias Fischer

2025-04-29T05:36:15+00:00 ― 6 min read

Machine Learning Improving Treatment Effect Estimation in Trials

A new algorithm boosts accuracy in adaptive treatment allocation.

Ojash Neopane, Aaditya Ramdas, Aarti Singh

2025-04-29T03:25:30+00:00 ― 7 min read

Epidemiology Using Reddit to Track the Opioid Crisis

This study analyzes Reddit data to monitor opioid discussions and predict trends.

Delaney A. Smith, Adam Lavertu, Aadesh Salecha

2025-04-29T01:12:30+00:00 ― 6 min read

Software Engineering Bridging the Gap in Log Anomaly Detection

Insights into the needs and expectations of software engineers for log anomaly detection tools.

Xiaoxue Ma, Yishu Li, Jacky Keung

2025-04-28T23:56:30+00:00 ― 7 min read

Toxicology Assessing Environmental Health Risks with GeoTox

GeoTox tool evaluates environmental factors impacting public health effectively.

Kyle P Messier, D. M. Reif, S. W. Marvel

2025-04-28T21:35:03+00:00 ― 6 min read

Computational Finance New Methods in Trading: Decision Transformers

A fresh approach to trading strategies using Decision Transformers and Offline Reinforcement Learning.

Suyeol Yun

2025-04-28T21:31:48+00:00 ― 6 min read

Computation and Language Assessing Uncertainty in AI: The SAUP Framework

A new method improves trust in AI responses by measuring uncertainty at each decision step.

Qiwei Zhao, Xujiang Zhao, Yanchi Liu

2025-04-28T17:39:00+00:00 ― 6 min read

Information Theory Analyzing Complex Systems with Machine Learning

A fresh look at understanding complex systems using machine learning techniques.

Kieran A. Murphy, Yujing Zhang, Dani S. Bassett

2025-04-28T17:31:06+00:00 ― 6 min read

Machine Learning Predicting Thermal Conductivity with Transfer Learning

Researchers improve thermal conductivity predictions using innovative machine learning techniques.

L. Klochko, M. d'Aquin, A. Togo

2025-04-28T15:38:45+00:00 ― 6 min read

Chemical Physics KerNN: A New Way to Study Molecules

KerNN enhances the study of molecules by creating accurate potential energy surfaces efficiently.

Silvan Käser, Debasish Koner, Markus Meuwly

2025-04-28T14:23:51+00:00 ― 6 min read

Machine Learning Detective Work in Temporal Graphs

New methods boost outlier detection in evolving networks.

Kay Liu, Jiahao Ding, MohamadAli Torkamani

2025-04-28T12:37:00+00:00 ― 5 min read

Nuclear Theory Nuclear Mass and Its Cosmic Impact

Explore how nuclear masses affect element creation in the universe.

Soonchul Choi, Kyungil Kim, Zhenyu He

2025-04-28T12:31:30+00:00 ― 7 min read

Methodology Analyzing Shapes in Functional Data

A look into Scalar-on-Shape regression and its applications.

Sayan Bhadra, Anuj Srivastava

2025-04-28T11:28:30+00:00 ― 6 min read

High Energy Physics - Lattice Understanding Spectroscopy Through Tensor Networks

A look into how tensor networks improve spectroscopy and energy analysis.

Fathiyya Izzatun Az-zahra, Shinji Takeda, Takeshi Yamazaki

2025-04-28T09:24:15+00:00 ― 5 min read

Computer Vision and Pattern Recognition Revolutionizing Floorplan Analysis with New Dataset

A groundbreaking dataset enhances understanding of diverse floorplan designs worldwide.

Keren Ganon, Morris Alper, Rachel Mikulinsky

2025-04-28T07:35:00+00:00 ― 6 min read

Artificial Intelligence Revolutionizing Urban Mobility with Advanced Data Models

A groundbreaking model combines individual and collective movement data for better urban planning.

Xie Yu, Jingyuan Wang, Yifan Yang

2025-04-28T06:57:15+00:00 ― 7 min read

Signal Processing Predicting Path Loss for Better Mobile Connections

Learn how advanced methods improve mobile signal predictions.

Ryan Dempsey, Jonathan Ethier, Halim Yanikomeroglu

2025-04-28T06:31:00+00:00 ― 6 min read

Machine Learning Simplifying Reinforcement Learning with Bilinear Layers

Bilinear layers enhance interpretability in reinforcement learning models for better decision-making insights.

Narmeen Oozeer, Sinem Erisken, Alice Rigg

2025-04-28T04:26:15+00:00 ― 8 min read

Methodology Functional Data Analysis: A Fresh Perspective

Learn how Functional Data Analysis transforms our approach to evolving data.

Catalina Lesmes, Francisco Zuluaga, Henry Laniado

2025-04-28T03:30:00+00:00 ― 4 min read