Data Analysis

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

Networking and Internet Architecture Packet Vision: Transforming Network Traffic Classification

A new method that uses images for smarter network traffic classification.

Rodrigo Moreira, Larissa Ferreira Rodrigues, Pedro Frosi Rosa

2025-01-24T22:09:18+00:00 ― 7 min read

Machine Learning Simplifying Complex Data with Neural Networks

Learn how neural networks simplify data for better insights.

Shuntuo Xu, Zhou Yu

2025-01-24T22:01:25+00:00 ― 6 min read

Statistics Theory Federated Learning: The Future of Privacy in Data

A look into federated learning and its role in maintaining privacy while improving data accuracy.

Tony Cai, Abhinav Chakraborty, Lasse Vuursteen

2025-01-24T16:56:14+00:00 ― 5 min read

Fluid Dynamics Understanding Turbulence: Nature's Chaotic Dance

Turbulence shapes our world, influencing flights and weather patterns.

Vicente Corral Arreola, Arturo Rodriguez, Vinod Kumar

2025-01-24T13:34:18+00:00 ― 7 min read

Computer Vision and Pattern Recognition AI Transforms Capsule Endoscopy Review Process

AI speeds up analysis of wireless capsule endoscopy videos for faster diagnoses.

Basit Alawode, Shibani Hamza, Adarsh Ghimire

2025-01-24T11:43:21+00:00 ― 5 min read

Machine Learning Bridging the Gap in Medical AI Transparency

Learn how ACAV improves understanding of machine learning decisions in healthcare.

Reza Hassanpour, Kasim Oztoprak, Niels Netten

2025-01-24T10:55:12+00:00 ― 9 min read

Computer Vision and Pattern Recognition Revolutionizing Image Learning with DAMIM

Discover how DAMIM improves image understanding in machine learning.

Ran Ma, Yixiong Zou, Yuhua Li

2025-01-24T01:17:24+00:00 ― 5 min read

Artificial Intelligence Predicting Human Mobility with TrajGEOS

New model TrajGEOS enhances predictions of where people will go next.

Zhaoping Hu, Zongyuan Huang, Jinming Yang

2025-01-24T00:29:15+00:00 ― 5 min read

Nuclear Theory Normalizing Flows: A New Path in Nuclear Physics

Discover how normalizing flows simplify complex calculations in nuclear physics.

Pengsheng Wen, Jeremy W. Holt, Albany Blackburn

2025-01-24T00:02:16+00:00 ― 7 min read

High Energy Physics - Phenomenology Photon Triggered Jets: Shedding Light on Particle Physics

Explore the link between photons and jets in high-energy particle collisions.

C. Sirimanna, Y. Tachibana, A. Majumder

2025-01-23T19:15:40+00:00 ― 6 min read

Methodology Simplifying Missing Data in Research

A new method helps researchers tackle missing values in linear regression.

Seongoh Park, Seongjin Lee, Nguyen Thi Hai Yen

2025-01-23T15:30:19+00:00 ― 4 min read

Bioinformatics Advancing Cancer Detection with FinaleToolkit

FinaleToolkit enhances cfDNA analysis for improved cancer detection.

Yaping Liu, J. W. Li, R. Bandaru

2025-01-23T14:19:27+00:00 ― 5 min read

Applications Unraveling the Brain: Genetics Meets Imaging

Researchers link genetic variants to brain structure and cognitive function.

Siqiang Su, Zhenghao Li, Long Feng

2025-01-23T10:25:08+00:00 ― 6 min read

Computer Vision and Pattern Recognition Understanding Color Spaces: A Deep Dive

Learn how color spaces affect image quality across devices.

Elvis Togban, Djemel Ziou

2025-01-23T07:38:06+00:00 ― 6 min read

Optimization and Control Mastering Optimization: Gradient Descent Uncovered

Explore gradient descent and its variations for effective optimization.

Filip Nikolovski, Irena Stojkovska, Katerina Hadzi-Velkova Saneva

2025-01-23T03:51:30+00:00 ― 7 min read

Biophysics The Hidden Bias in Protein Structure Models

Binding sites get more attention, leaving other protein parts overlooked.

Stephanie A. Wankowicz

2025-01-22T21:45:33+00:00 ― 6 min read

Computer Vision and Pattern Recognition Advancements in Vision-Language Tracking

A new approach improves how computers track objects using visuals and text.

X. Feng, D. Zhang, S. Hu

2025-01-22T19:35:51+00:00 ― 5 min read

Bioinformatics cOmicsArt: A New Tool for Data Analysis

cOmicsArt simplifies bulk-omics data analysis for researchers and students alike.

Lea Seep, Paul Jonas Jost, Clivia Lisowski

2025-01-22T16:14:15+00:00 ― 5 min read

Latest Articles for Data Analysis