Data Analysis

Software Engineering Boosting Software Issue Resolution with Visual Data

Combining visual data and language models enhances fixing software issues.

Linhao Zhang, Daoguang Zan, Quanshun Yang

2025-01-29T08:05:06+00:00 ― 5 min read

Computation and Language Understanding Multi-Modal Multi-Party Conversations

Research reveals how we can make machines understand complex dialogues.

Yueqian Wang, Xiaojun Meng, Yuxuan Wang

2025-01-29T03:16:12+00:00 ― 7 min read

Machine Learning ERGNN: A Fresh Approach to Graph Neural Networks

Introducing ERGNN, a new method improving graph neural networks with rational filters.

Guoming Li, Jian Yang, Shangsong Liang

2025-01-29T01:02:40+00:00 ― 5 min read

Statistics Theory Making Sense of Matrix Data Relationships

Bivariate Matrix-Valued Linear Regression helps analyze complex data connections.

Nayel Bettache

2025-01-28T22:39:54+00:00 ― 5 min read

Computer Vision and Pattern Recognition AI's New Path to Understanding Shapes

Researchers strive for AI models that learn to combine shapes and colors like humans.

Milton L. Montero, Jeffrey S. Bowers, Gaurav Malhotra

2025-01-28T22:27:18+00:00 ― 6 min read

Methodology Social Media's Role in Crisis Situations

How social media influenced communication during the Henan floods.

Yingying Ma, Wei Lan, Chenlei Leng

2025-01-28T17:34:43+00:00 ― 6 min read

Optimization and Control The Role of Carleman Weight Functions in Control Theory

Discover how Carleman weight functions help manage complex systems effectively.

Ariel A. Pérez

2025-01-28T06:23:50+00:00 ― 5 min read

Signal Processing Transforming EEG Signals: A New Approach

A novel technique simplifies EEG data analysis using single-channel transformation.

Sunil Kumar Kopparapu

2025-01-28T04:37:12+00:00 ― 8 min read

Databases SHARQ: A New Way to Analyze Data Patterns

Discover SHARQ, a fast method for understanding data relationships and improving decision-making.

Hadar Ben-Efraim, Susan B. Davidson, Amit Somech

2025-01-28T02:23:33+00:00 ― 7 min read

Social and Information Networks The Art of Tuning X-Ray Beams: A Deep Dive

Discover how operators master the complex task of tuning particle accelerators.

Roussel Rahman, Jane Shtalenkova, Aashwin Ananda Mishra

2025-01-28T02:19:10+00:00 ― 6 min read

Optimization and Control Optimizing Friendships: The Science Behind Party Planning

Learn how researchers solve complex problems to arrange perfect social gatherings.

Soodeh Habibi, Michal Kocvara, Michael Stingl

2025-01-28T01:04:10+00:00 ― 5 min read

Computation and Language Rethinking LLMs: The Need for Causal Reasoning

Causal reasoning is key for LLMs to excel in real-world applications.

Ruibo Tu, Hedvig Kjellström, Gustav Eje Henter

2025-01-27T21:13:59+00:00 ― 6 min read

Econometrics Unlocking Economic Insights with Advanced SVAR Models

Explore how advanced SVAR models reshape economic analysis.

Jan Prüser

2025-01-27T20:05:33+00:00 ― 5 min read

Artificial Intelligence Revolutionizing Data Interaction in Museums and Hospitals

New system enables natural language queries for diverse data types.

Farhad Nooralahzadeh, Yi Zhang, Jonathan Furst

2025-01-27T19:10:12+00:00 ― 5 min read

Signal Processing Navigating the Complex World of Graph Signal Processing

Discover how Graph Signal Processing transforms complex data analysis.

Chun Hei Michael Chan, Alexandre Cionca, Dimitri Van De Ville

2025-01-27T18:45:00+00:00 ― 7 min read

Dynamical Systems Understanding Dynamical Systems Through Data

Discover how data helps us interpret the changes in dynamical systems.

Suddhasattwa Das, Tomoharu Suda

2025-01-27T14:24:50+00:00 ― 8 min read

Machine Learning Revolutionizing Graph Representation Learning with Self-Supervised Techniques

A new method enhances graph representation learning using self-supervised approaches.

Ahmed E. Samy, Zekarias T. Kefatoa, Sarunas Girdzijauskasa

2025-01-27T09:32:24+00:00 ― 6 min read

Machine Learning Taming the Chaos of Data Corruption in Machine Learning

Learn how data corruption impacts machine learning and ways to tackle it.

Qi Liu, Wanjing Ma

2025-01-27T07:07:57+00:00 ― 9 min read

Machine Learning Fighting Credit Card Fraud with Smart Tech

A new method enhances fraud detection using data efficiently.

Sheng Xiang, Mingzhi Zhu, Dawei Cheng

2025-01-27T05:31:39+00:00 ― 6 min read

Machine Learning Enhancing Multi-View Clustering Techniques

Discover new strategies to improve multi-view clustering results in various fields.

Liang Du, Henghui Jiang, Xiaodong Li

2025-01-26T17:29:24+00:00 ― 5 min read

Machine Learning Ancestral Graphs: Uncovering Hidden Connections

Learn how ancestral graphs help reveal complex relationships among variables.

Nikita Lagrange, Herve Isambert

2025-01-26T14:42:53+00:00 ― 7 min read

High Energy Physics - Lattice New Method Enhances Particle Physics Calculations

Scientists improve the calculation of particle moments using a novel approach.

Zhuoyi Pang, Jian-Hui Zhang, Dian-Jun Zhao

2025-01-26T13:20:18+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolution in Emotion Recognition: DFER Technology

Dynamic Facial Expression Recognition transforms human-computer interactions through real-time emotion analysis.

Peihao Xiang, Kaida Wu, Chaohao Lin

2025-01-26T07:51:36+00:00 ― 8 min read

Astrophysics of Galaxies New Insights into Active Galactic Nuclei from HETDEX

HETDEX reveals a new catalog of Active Galactic Nuclei enriching our cosmic knowledge.

Chenxu Liu, Karl Gebhardt, Erin Mentuch Cooper

2025-01-26T07:45:56+00:00 ― 6 min read

Combinatorics Graphs and Tensors: Mapping Connections

Explore how graphs and tensors reveal relationships in data.

Chunmeng Liu, Changjiang Bu

2025-01-26T06:26:50+00:00 ― 6 min read

Machine Learning Improving Fault Diagnosis in Machines with Deep Learning

Discover how uncertainty-aware deep learning enhances fault detection in rotating machinery.

Reza Jalayer, Masoud Jalayer, Andrea Mor

2025-01-26T05:27:09+00:00 ― 7 min read

Mesoscale and Nanoscale Physics Decoding Magnetic Textures with Neural Networks

Using neural networks to clarify tiny magnetic patterns reveals material secrets.

David A. Broadway, Mykhailo Flaks, Adrien E. E. Dubois

2025-01-26T04:34:52+00:00 ― 6 min read

Machine Learning Choosing the Right Pre-trained Model for IoT

Find the perfect pre-trained model for your IoT device's needs.

Parth V. Patil, Wenxin Jiang, Huiyun Peng

2025-01-26T03:50:51+00:00 ― 6 min read

Machine Learning Building Trustworthy Deep Learning Models

Learn how to enhance the reliability of deep learning models through interpretability and robustness.

Navid Nayyem, Abdullah Rakin, Longwei Wang

2025-01-26T03:02:42+00:00 ― 5 min read

Computer Vision and Pattern Recognition Revolutionizing Image Clustering with CgMCR

A new method improves how we cluster and analyze images.

W. He, Z. Huang, X. Meng

2025-01-26T00:38:15+00:00 ― 5 min read

Computer Vision and Pattern Recognition Revolutionizing Image Segmentation with OMTSeg

OMTSeg advances image segmentation by combining vision and language for better object recognition.

Yi-Chia Chen, Wei-Hua Li, Chu-Song Chen

2025-01-25T23:01:57+00:00 ― 8 min read

Machine Learning Graph Edit Distance: The Art of Measuring Similarity

Learn how Graph Edit Distance helps compare complex structures efficiently.

Qihao Cheng, Da Yan, Tianhao Wu

2025-01-25T15:48:36+00:00 ― 5 min read

Optimization and Control Taming Noise in Control Systems

Engineers tackle noise challenges in data-driven control systems for better performance.

Xiong Zeng, Laurent Bako, Necmiye Ozay

2025-01-25T14:27:50+00:00 ― 6 min read

Methodology Revolutionizing Density Data Analysis with RDPCA

Learn how RDPCA improves the analysis of density data amidst outliers.

Jeremy Oguamalam, Peter Filzmoser, Karel Hron

2025-01-25T13:16:58+00:00 ― 6 min read

Statistical Finance Transforming High-Frequency Trading with ALPE

Learn how ALPE improves price forecasting in high-frequency trading.

Adamantios Ntakaris, Gbenga Ibikunle

2025-01-25T08:51:40+00:00 ― 5 min read

Methodology Personalized Treatment Insights: A New Approach

Exploring better methods for estimating treatment effects in research.

Zijun Gao

2025-01-25T08:11:47+00:00 ― 6 min read

Computer Vision and Pattern Recognition Breaking Ground in Action Recognition with Skeleton Data

New methods enhance action recognition through skeleton data analysis.

Yuheng Yang

2025-01-25T07:47:06+00:00 ― 8 min read

Statistics Theory Bridging Statistics with Geometry: Empirical Likelihood and Fréchet Means

Explore the link between empirical likelihood and Fréchet means in complex data spaces.

Karthik Bharath, Huiling Le, Andrew T A Wood

2025-01-25T03:06:36+00:00 ― 6 min read

Databases DIPS: Smart Sampling for Changing Data

Explore how DIPS improves random sampling in dynamic datasets.

Jinchao Huang, Sibo Wang

2025-01-25T02:58:12+00:00 ― 5 min read

Machine Learning Decoding Choices: The Future of Decision-Making Models

A new model learns from data to better understand human choices and behaviors.

Fumiyasu Makinoshima, Tatsuya Mitomi, Fumiya Makihara

2025-01-25T01:21:54+00:00 ― 8 min read

Latest Articles for Data Analysis