Latest Articles for Data Analysis

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

Combinatorics Understanding Norming Systems in Linear Equations

A look into the significance of norming systems in solving linear equations.

Seokjoon Cho, David Conlon, Joonkyung Lee

2025-04-28T02:42:48+00:00 ― 7 min read

Systems Biology Catching Bugs: Early Warning Systems for Diseases

Learn how experts use indicators to predict infectious disease outbreaks.

Clara Delecroix, Quirine ten Bosch, Egbert H. Van Nes

2025-04-28T02:00:16+00:00 ― 8 min read

Social and Information Networks Unpacking the Garden City: A New Approach to Human Mobility Data

Discover how Garden City is changing the game for human movement data analysis.

Thomas H. Li, Francisco Barreras

2025-04-28T01:55:15+00:00 ― 6 min read

Cryptography and Security SOUL: A New Way to Fight Cyber Threats

SOUL transforms network security by using limited data to detect attacks.

Suresh Kumar Amalapuram, Shreya Kumar, Bheemarjuna Reddy Tamma

2025-04-28T01:17:30+00:00 ― 6 min read

Computation and Language Decoding Proportional Analogies: A Machine Challenge

Understanding how language models tackle proportional analogies.

Thilini Wijesiriwardene, Ruwan Wickramarachchi, Sreeram Vennam

2025-04-27T22:46:30+00:00 ― 7 min read

Oncology UnitedMet: Advancing Metabolite Analysis in Cancer Research

UnitedMet merges metabolite and RNA data for better cancer insights.

Ed Reznik, A. X. Xie, W. Tansey

2025-04-27T20:12:54+00:00 ― 6 min read

Artificial Intelligence Streamlining Outline Generation for Long Chinese Texts

A new method simplifies creating outlines for lengthy narratives in Chinese.

Yan Yan, Yuanchi Ma

2025-04-27T17:44:30+00:00 ― 7 min read

General Economics Decoding Causal Inference in Finance

A look into how causal inference shapes financial decision-making.

Ying Chen, Ziwei Xu, Kotaro Inoue

2025-04-27T15:56:30+00:00 ― 6 min read

Statistics Theory Outliers in Data Analysis: Understanding the Distinction

Learn about adversarial and heavy-tailed outliers in data analysis.

Yeshwanth Cherapanamjeri, Daniel Lee

2025-04-27T15:32:15+00:00 ― 7 min read

Machine Learning Harnessing Wave Quantization for Time Series Analysis

A new method transforms data handling in time series analysis.

Xiangkai Ma, Xiaobin Hong, Wenzhong Li

2025-04-27T13:58:00+00:00 ― 5 min read

Computation and Language Evaluating Large Language Models: A New Approach

Learn how SelfPrompt helps assess the strength of language models effectively.

Aihua Pei, Zehua Yang, Shunan Zhu

2025-04-27T12:04:45+00:00 ― 3 min read

Psychiatry and Clinical Psychology Insights from the UK Biobank Mental Health Study

A comprehensive look at mental health trends and factors.

Katrina A.S. Davis, Jonathan R.I. Coleman, Mark Adams

2025-04-27T09:20:33+00:00 ― 6 min read

Astrophysics of Galaxies Mapping the Milky Way with Gaia

Gaia's data helps scientists understand the Milky Way and its stars.

Xianhao Ye, Wenbo Wu, Carlos Allende Prieto

2025-04-27T07:48:48+00:00 ― 6 min read

Optimization and Control Bilevel Optimization: A New Approach to Inverse Problems

Discover how bilevel optimization tackles complex inverse problems efficiently.

Mathias Staudigl, Simon Weissmann, Tristan van Leeuwen

2025-04-27T05:49:48+00:00 ― 6 min read

High Energy Physics - Experiment The Quiet Nature of Neutrinos: A Study

Research reveals no surprises in neutrino behavior, yet future studies may shed light.

S. Aiello, A. Albert, A. R. Alhebsi

2025-04-27T05:19:00+00:00 ― 5 min read

Data Structures and Algorithms Mastering Portfolio Optimization Under Uncertainty

Learn how to make smart choices in uncertain situations.

Marina Drygala, Silvio Lattanzi, Andreas Maggiori

2025-04-27T05:09:30+00:00 ― 6 min read

Computer Vision and Pattern Recognition Transforming Object Tracking with BEV-SUSHI

A new system that tracks objects using multiple camera views in real-time.

Yizhou Wang, Tim Meinhardt, Orcun Cetintas

2025-04-27T03:54:00+00:00 ― 4 min read

Systems and Control Streamlining Nonlinear System Identification with NonSysId

NonSysId simplifies creating accurate models for complex systems efficiently.

Rajintha Gunawardena, Zi-Qiang Lang, Fei He

2025-04-27T03:25:50+00:00 ― 7 min read

Bioinformatics Revolutionizing Phylogenetic Analysis with HIPSTR

New algorithm improves summary trees in phylogenetic studies.

Guy Baele, Luiz M. Carvalho, Marius Brusselmans

2025-04-27T02:11:44+00:00 ― 7 min read

Computers and Society Rashomon Effect: Multiple Views in Education

Different models reveal unique insights into student success factors.

Jakub Kuzilek, Mustafa Çavuş

2025-04-26T22:52:00+00:00 ― 8 min read

Instrumentation and Methods for Astrophysics Gamma-Ray Transient Monitor: A New Eye on the Universe

The GTM watches for cosmic events with gamma-ray bursts.

Pei-Yi Feng, Zheng-Hua An, Yu-Hui Li

2025-04-26T22:27:03+00:00 ― 7 min read

Econometrics The Future of Electricity Price Forecasting

A look at trends and strategies in electricity price forecasting.

Tomasz Serafin, Bartosz Uniejewski

2025-04-26T21:34:36+00:00 ― 6 min read

High Energy Physics - Phenomenology Top Quarks and the Fascinating World of Toponium

Scientists study toponium formed by top quarks to learn more about particle physics.

Benjamin Fuks, Kaoru Hagiwara, Kai Ma

2025-04-26T20:34:42+00:00 ― 4 min read

Machine Learning Predicting Human Mobility Through Public Events

Learn how events shape human movement using news data.

Xiaojie Yang, Hangli Ge, Jiawei Wang

2025-04-26T19:05:30+00:00 ― 6 min read

Artificial Intelligence Twitter's Impact on Bitcoin Prices Uncovered

This article examines how tweets influence Bitcoin price movements.

Ashutosh Hathidara, Gaurav Atavale, Suyash Chaudhary

2025-04-26T17:50:00+00:00 ― 5 min read

Artificial Intelligence Smart Machines: The Future of Planning

Discover how AI learns planning through past experiences using graphs.

Dillon Z. Chen, Mingyu Hao, Sylvie Thiébaux

2025-04-26T16:34:30+00:00 ― 8 min read

Statistics Theory Federated Learning: Balancing Privacy and Data Insights

A look at federated learning and its role in data privacy.

Jingyang Li, T. Tony Cai, Dong Xia

2025-04-26T15:36:45+00:00 ― 5 min read

Computer Vision and Pattern Recognition Revolutionizing Self-Supervised Learning with PID

New methods improve machine learning by breaking down information types.

Salman Mohamadi, Gianfranco Doretto, Donald A. Adjeroh

2025-04-26T14:41:15+00:00 ― 7 min read

Systems and Control Analyzing Nonlinear Systems with Scaled Relative Graphs

A look at tools that simplify nonlinear system analysis.

Julius P. J. Krebbekx, Roland Tóth, Amritam Das

2025-04-26T13:07:24+00:00 ― 6 min read