Latest Articles for Data Analysis

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

Atmospheric and Oceanic Physics Revolutionizing Weather Forecasting with Machine Learning

Discover how MiMa is changing the game in weather predictions.

Yihe Zhang, Bryce Turney, Purushottam Sigdel

2025-03-13T06:22:46+00:00 ― 7 min read

Quantum Physics Harnessing Quantum Power for Climate Predictions

QK-LSTM model improves climate forecasting accuracy using quantum techniques.

Yu-Chao Hsu, Nan-Yow Chen, Tai-Yu Li

2025-03-13T05:35:00+00:00 ― 8 min read

Instrumentation and Methods for Astrophysics Eavesdropping on the Universe: Gravitational Waves

Scientists seek elusive gravitational waves hidden within cosmic background noise.

Federico Pozzoli, Jonathan Gair, Riccardo Buscicchio

2025-03-13T01:36:10+00:00 ― 6 min read

Machine Learning The Rise of Time Series Foundation Models

Examining the impact of training data quality on time series models.

Songkang Wen, Vasilii Feofanov, Jianfeng Zhang

2025-03-12T23:12:07+00:00 ― 6 min read

Computation and Language Navigating the Challenges of Large Language Models

A look at LLM responses to attacks and unusual data inputs.

April Yang, Jordan Tab, Parth Shah

2025-03-12T21:40:03+00:00 ― 5 min read

Machine Learning Predicting EV Charging Patterns in Prague

A study on predicting electric vehicle charging needs in urban areas.

Marek Miltner, Jakub Zíka, Daniel Vašata

2025-03-12T20:03:45+00:00 ― 6 min read

Methodology New Approaches to Modeling Extreme Weather Events

A fresh method for understanding and predicting severe weather patterns.

Muyang Shi, Likun Zhang, Mark D. Risser

2025-03-12T18:06:56+00:00 ― 6 min read

Artificial Intelligence Decision Trees: Shedding Light on Gender Bias in AI

Using decision trees to reveal gender bias in AI models.

Ana Ozaki, Roberto Confalonieri, Ricardo Guimarães

2025-03-12T17:39:18+00:00 ― 6 min read

Machine Learning A New Way to Assess System Reliability

A hybrid framework improves failure prediction in complex systems.

Xingyu Xiao, Peng Chen

2025-03-12T15:14:51+00:00 ― 6 min read

Signal Processing Advancing State Estimation with Stochastic Integration Filter

Learn how SIF improves tracking and estimation in technology.

Jindrich Dunik, Jakub Matousek, Ondrej Straka

2025-03-12T13:54:18+00:00 ― 7 min read

Methodology Mapping Brain Networks: A New Approach

Learn how scientists analyze brain connections with advanced methods.

Michael Hellstern, Byol Kim, Zaid Harchaoui

2025-03-12T13:01:45+00:00 ― 6 min read

Quantum Physics Quantum Computing: Transforming Complex Problems

Discover how quantum techniques simplify challenging calculations in finance and signal processing.

Anish Giri, David Hyde, Kalman Varga

2025-03-12T12:51:54+00:00 ― 6 min read

Computer Vision and Pattern Recognition UniMed: Transforming Medical Imaging with Data

A new dataset revolutionizes analysis of medical images and their descriptions.

Muhammad Uzair Khattak, Shahina Kunhimon, Muzammal Naseer

2025-03-12T12:50:24+00:00 ― 8 min read

Computer Vision and Pattern Recognition Decoding Video-LMMs: A Clearer Path Forward

Unpacking the key elements driving video understanding in large multimodal models.

Orr Zohar, Xiaohan Wang, Yann Dubois

2025-03-12T10:25:57+00:00 ― 7 min read

Applications Understanding Multimorbidity: A New Approach

A fresh method to analyze multiple health issues and improve patient care.

Kieran Richards, Kelly Fleetwood, Regina Prigge

2025-03-12T07:56:34+00:00 ― 6 min read

Emerging Technologies The Future of Computing: Probabilistic Approaches

Discover how probabilistic computing is changing the landscape of technology.

Temitayo N. Adeyeye, Sidra Gibeault, Daniel P. Lathrop

2025-03-12T04:48:54+00:00 ― 6 min read

High Energy Physics - Theory Harnessing Neural Networks for Particle Interaction Insights

Neural networks are changing how we study particle scattering amplitudes in physics.

Mehmet Asim Gumus, Damien Leflot, Piotr Tourkine

2025-03-12T03:18:42+00:00 ― 8 min read

Computer Vision and Pattern Recognition DeepSeek-VL2: The Next Step in AI Intelligence

DeepSeek-VL2 merges visual and text data for smarter AI interactions.

Zhiyu Wu, Xiaokang Chen, Zizheng Pan

2025-03-12T02:24:27+00:00 ― 5 min read

Machine Learning Social Media: The Key to Sports Viewership Predictions

Learn how social media impacts predicting sports event viewership.

Anakin Trotter

2025-03-12T01:36:18+00:00 ― 9 min read

Machine Learning Revamping Decision-Making with Off-Policy Evaluation

Learn how off-policy evaluation shapes safer decision-making across various fields.

Aishwarya Mandyam, Shengpu Tang, Jiayu Yao

2025-03-11T21:46:12+00:00 ― 6 min read

Atmospheric and Oceanic Physics Understanding Ocean Waves: A New Method

Discover how C4PM enhances wave data accuracy for safer navigation and surfing.

Andre Luiz Cordeiro dos Santos, Felipe Marques dos Santos, Nelson Violante-Carvalho

2025-03-11T18:33:16+00:00 ― 5 min read

High Energy Astrophysical Phenomena Brightest Gamma-Ray Burst: A New Discovery

GRB 221009A sets records with unmatched brightness and insights into cosmic events.

Lee J. Mitchell, Justin D. Finke, Bernard Phlips

2025-03-11T07:24:32+00:00 ― 5 min read

Computation and Language MALAMUTE: A New Standard for Language Model Evaluation in Education

MALAMUTE dataset tests language models on education topics for better understanding.

Sagi Shaier, George Arthur Baker, Chiranthan Sridhar

2025-03-11T03:56:15+00:00 ― 8 min read

Machine Learning Understanding Knowledge Graphs: A Comprehensive Overview

Learn how Knowledge Graphs organize data for better analysis and predictions.

Jeffrey Sardina, John D. Kelleher, Declan O'Sullivan

2025-03-11T01:31:48+00:00 ― 6 min read

Chemical Physics Simplifying Complex Systems: The Water Dance

Scientists reveal how focusing on one aspect of data can enhance understanding.

Chiara Lionello, Matteo Becchi, Simone Martino

2025-03-11T00:14:38+00:00 ― 7 min read

Computation and Language Clearing Name Confusion in Texts

Named entity disambiguation helps clarify names in various texts.

Debarghya Datta, Soumajit Pramanik

2025-03-10T19:54:45+00:00 ― 6 min read

Quantum Physics Evaluating Quantum Errors with Multi-Layer Cycle Benchmarking

Learn how MLCB enhances reliability in quantum computing error measurement.

Alessio Calzona, Miha Papič, Pedro Figueroa-Romero

2025-03-10T10:42:36+00:00 ― 4 min read

Numerical Analysis Aligning Points: The Art of Point Set Registration

Learn how point set registration brings order to scattered data.

Angelo Iollo, Tommaso Taddei

2025-03-10T10:42:00+00:00 ― 6 min read

Computation and Language Transforming Financial Reporting with SusGen Tools

New NLP tools enhance ESG reporting in finance.

Qilong Wu, Xiaoneng Xiang, Hejia Huang

2025-03-10T10:29:00+00:00 ― 6 min read

Cryptography and Security Securing Smart Contracts: A New Hope

A new dataset improves smart contract security by identifying vulnerabilities.

Chavhan Sujeet Yashavant, MitrajSinh Chavda, Saurabh Kumar

2025-03-10T06:16:12+00:00 ― 5 min read

Computation and Language Fast and Effective Text Classification: Meet LFTC

A new model for quick and efficient text classification in low-resource environments.

Yanxu Mao, Peipei Liu, Tiehan Cui

2025-03-10T04:39:54+00:00 ― 7 min read

Computer Vision and Pattern Recognition Balanced-VLLM: The Future of Video Understanding

A new model transforms how we analyze video content efficiently.

Zhuqiang Lu, Zhenfei Yin, Mengwei He

2025-03-10T03:51:45+00:00 ― 6 min read

Systems and Control Teamwork in Tech: Learning Together

Agents collaborate to learn and control complex systems efficiently.

Wenjian Hao, Zehui Lu, Devesh Upadhyay

2025-03-10T02:41:06+00:00 ― 6 min read

Computation and Language Boosting Small Language Models with Solution Guidance

A new method improves reasoning in small language models efficiently.

Jing Bi, Yuting Wu, Weiwei Xing

2025-03-10T00:39:09+00:00 ― 7 min read

Machine Learning Calibrating Models for Pandemic Predictions

Learn how model calibration can improve disease spread predictions.

Puhua Niu, Byung-Jun Yoon, Xiaoning Qian

2025-03-09T08:44:00+00:00 ― 5 min read

Operator Algebras Understanding Groupoids and C*-Algebras

Explore the concepts of groupoids, C*-algebras, and their real-world applications.

Astrid an Huef, Dana P. Williams

2025-03-09T02:44:00+00:00 ― 6 min read

Computers and Society Harnessing Human and Machine Wisdom for Better Predictions

A hybrid system combines human insights with machine forecasts for improved decision-making.

Daniel M. Benjamin, Fred Morstatter, Ali E. Abbas

2025-03-09T02:10:57+00:00 ― 6 min read

Cryptography and Security Strengthening Cyber Defense with NIDS and MITRE ATT&CK

Learn how NIDS and advanced models boost cybersecurity efforts.

Nir Daniel, Florian Klaus Kaiser, Shay Giladi

2025-03-09T01:22:48+00:00 ― 6 min read