Latest Articles for Data Analysis

Neural and Evolutionary Computing Smart Reviews: The Key to Better Online Shopping

Learn how technology is finding helpful reviews online.

Emin Kirimlioglu, Harrison Kung, Dominic Orlando

2025-04-21T20:48:30+00:00 ― 6 min read

Computer Vision and Pattern Recognition Mapping Movement: New Insights into Co-Walking

Exploring how people walk together through innovative image-based analysis.

Maria Cardei, Sabit Ahmed, Gretchen Chapman

2025-04-21T19:33:00+00:00 ― 6 min read

Computer Vision and Pattern Recognition MAGMA: A Boost for Masked Autoencoders

MAGMA enhances Masked Autoencoders for better learning and performance.

Alin Dondera, Anuj Singh, Hadi Jamali-Rad

2025-04-21T18:17:30+00:00 ― 6 min read

Numerical Analysis Tracking Epidemics: The Math Behind Disease Spread

Researchers use math to track and predict disease outbreaks effectively.

Michael V. Klibanov, Trung Truong

2025-04-21T18:15:54+00:00 ― 6 min read

Machine Learning Improving Weather Forecasts through Combined Predictions

Learn how blending weather models enhances forecast accuracy and reliability.

Sam Allen, David Ginsbourger, Johanna Ziegel

2025-04-21T15:59:15+00:00 ― 7 min read

Cryptography and Security Securing the Future: IoT and Intrusion Detection Systems

Learn how IDS uses machine learning to enhance IoT security.

Muhammad Zawad Mahmud, Samiha Islam, Shahran Rahman Alve

2025-04-21T15:46:30+00:00 ― 7 min read

Cosmology and Nongalactic Astrophysics CMB-lite: Simplifying Cosmic Insights

Learn how CMB-lite is transforming the analysis of cosmic microwave background data.

L. Balkenhol

2025-04-21T15:44:42+00:00 ― 5 min read

Computation and Language CAISSON: The Future of Information Retrieval

CAISSON streamlines data retrieval, making complex information easier to access.

Igor Halperin

2025-04-21T14:31:00+00:00 ― 6 min read

Artificial Intelligence Revolutionizing Heart Disease Prediction

Advancements in machine learning improve heart disease prediction and save lives.

Jingyuan Yi, Peiyang Yu, Tianyi Huang

2025-04-21T09:25:12+00:00 ― 5 min read

Machine Learning Predicting City Movements with Causal Learning

Learn how cities forecast movement patterns through advanced predictive methods.

Zhaobin Mo, Qingyuan Liu, Baohua Yan

2025-04-21T09:16:13+00:00 ― 8 min read

Bioinformatics K2R: A New Approach to DNA Sequence Indexing

K2R improves efficiency in indexing complex DNA sequence datasets.

Lea Vandamme, B. Cazaux, A. Limasset

2025-04-21T08:50:24+00:00 ― 8 min read

Genomics ScPace: Improving Time-Series Data in scRNA-seq

ScPace enhances timestamp accuracy for deeper cellular insights.

Xiran Chen, Sha Lin, Xiaofeng Chen

2025-04-21T08:18:08+00:00 ― 4 min read

Machine Learning WxC-Bench: The Future of Weather Science

A new dataset reshaping weather and climate research with quality data.

Rajat Shinde, Christopher E. Phillips, Kumar Ankur

2025-04-21T07:00:45+00:00 ― 6 min read

Numerical Analysis Tackling Integrals with Singularities

A look at methods for integrating functions with singularities.

Tomoaki Okayama, Kosei Arakawa, Ryo Kamigaki

2025-04-21T04:19:20+00:00 ― 4 min read

Methodology Data Collection for Family Planning Insights

Analyzing modern contraceptive use data for better health outcomes.

Leontine Alkema, Herbert Susmann, Evan Ray

2025-04-21T04:11:02+00:00 ― 7 min read

Numerical Analysis Navigating the Challenges of Inverse Problems with Non-Additive Noise

A study on handling errors in inverse problems affected by noise.

Diana-Elena Mirciu, Elena Resmerita

2025-04-21T01:39:30+00:00 ― 5 min read

Methodology Simplifying Data with Sparse Dimension Reduction

Learn how to manage complex data with sparse dimension reduction techniques.

Sven Serneels

2025-04-20T23:05:51+00:00 ― 8 min read

Data Structures and Algorithms Finding Optimal Facility Locations: A Clear Approach

A new method for placing facilities to minimize client travel distance.

Zacharie Ales, Cristian Duran-Matelunaa, Sourour Elloumi

2025-04-20T22:59:40+00:00 ― 5 min read

Health Informatics Large Language Models in Medical Decision-Making

Exploring the role of LLMs in treatment choices for severe heart conditions.

Tobias Roeschl, Marie Hoffmann, Djawid Hashemi

2025-04-20T22:27:05+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Soybean Yield Estimation with Robots

Robots and deep learning are changing how we estimate soybean yields.

Jiale Feng, Samuel W. Blair, Timilehin Ayanlade

2025-04-20T20:34:48+00:00 ― 7 min read

Image and Video Processing Advancements in Lensless Imaging Techniques

Research pushes boundaries of lensless imaging for clearer pictures.

Abeer Banerjee, Sanjay Singh

2025-04-20T20:29:24+00:00 ― 6 min read

Quantum Physics Quantum Ptychography: A Deep Dive into Quantum States

Learn how quantum ptychography estimates unknown quantum states efficiently.

Warley M. S. Alves, Leonardo Neves

2025-04-20T17:52:06+00:00 ― 4 min read

Methodology Understanding Survival Analysis with Pseudo-Values in Clinical Trials

This article explains how pseudo-values simplify survival analysis in medical research.

Alex Ocampo, Enrico Giudice, Dieter A. Häring

2025-04-20T12:55:29+00:00 ― 5 min read

Computer Vision and Pattern Recognition MERGE: A New Era in Gene Expression Prediction

MERGE offers innovative solutions for predicting gene expression from tissue images.

Aniruddha Ganguly, Debolina Chatterjee, Wentao Huang

2025-04-20T12:33:18+00:00 ― 8 min read

Machine Learning Balancing Privacy and Insight in Data Analysis

Discover how privacy methods enhance data analysis without compromising individual information.

Hillary Yang

2025-04-20T10:57:00+00:00 ― 6 min read

Numerical Analysis Updating Katz Centrality in Dynamic Networks

Learn how to efficiently update Katz centrality scores in changing networks.

Francesca Arrigo, Daniele Bertaccini, Alessandro Filippo

2025-04-20T09:40:30+00:00 ― 5 min read

Methodology A New Approach to ROC Curves in Diagnostics

This article discusses how covariates affect ROC curves and presents a new testing method.

Arís Fanjul-Hevia, Juan Carlos Pardo-Fernández, Wenceslao González-Manteiga

2025-04-20T07:50:18+00:00 ― 6 min read

Algebraic Topology Scaling Data: Best Practices for Machine Learning

Learn how to scale data effectively for better machine learning results.

Vu-Anh Le, Mehmet Dik

2025-04-20T07:00:40+00:00 ― 7 min read

Social and Information Networks Understanding Temporal Cliques in Networks

Explore how temporal cliques reveal dynamic group interactions over time.

Hanjo D. Boekhout, Frank W. Takes

2025-04-20T03:43:39+00:00 ― 5 min read

Computation and Language Decoding Legal Texts with NER Technology

Experts use Named Entity Recognition to simplify complex legal language.

Sarah T. Bachinger, Christoph Unger, Robin Erd

2025-04-20T02:55:30+00:00 ― 5 min read

Machine Learning VISTA: Shedding Light on Neural Networks

VISTA offers a new way to visualize neural networks and their internal workings.

Tom White

2025-04-20T01:19:12+00:00 ― 5 min read

Sound Transforming Melodies into Off-Key Recorder Sounds

Exploring the world of failed-music style transfer using amusing audio recordings.

Chon In Leong, I-Ling Chung, Kin-Fong Chao

2025-04-20T00:45:00+00:00 ― 9 min read

Machine Learning Simplifying Neural Networks with OMENN

A new method clarifies how neural networks make decisions.

Adam Wróbel, Mikołaj Janusz, Bartosz Zieliński

2025-04-19T22:54:45+00:00 ― 8 min read

Instrumentation and Methods for Astrophysics Revolutionary Imaging Technique in Astronomy

Kernel Imaging advances astronomy by reconstructing high-quality images from limited data.

Dimitrios Psaltis, Feryal Ozel, Yassine Ben Zineb

2025-04-19T18:46:52+00:00 ― 7 min read

Cryptography and Security Reconstructing Graphs: Balancing Privacy and Analysis

GRAND method helps uncover graph relationships while protecting privacy.

Sofiane Azogagh, Zelma Aubin Birba, Josée Desharnais

2025-04-19T16:29:33+00:00 ― 6 min read

Statistics Theory Making Sense of High-Dimensional Data

Learn how researchers estimate in a world full of complex data.

Jana Gauss, Thomas Nagler

2025-04-19T11:29:34+00:00 ― 6 min read

Computation and Language Large Language Models Transform Sentiment Analysis

Discover how LLMs enhance Aspect-Based Sentiment Analysis for better insights.

Changzhi Zhou, Dandan Song, Yuhang Tian

2025-04-19T08:28:03+00:00 ― 6 min read

Computer Vision and Pattern Recognition PCIM: Making AI Explainable in Medicine

A new method enhances AI's transparency in medical image analysis.

Daniel Siegismund, Mario Wieser, Stephan Heyse

2025-04-19T07:39:54+00:00 ― 7 min read

Databases Finding the Best in Data: Skyline Tuples

Learn how to identify standout data points using skyline tuples and grid resistance.

Davide Martinenghi

2025-04-19T06:51:45+00:00 ― 8 min read

Statistics Theory Handling Missing Data in Income Research

Learn how researchers estimate income trends despite missing data.

Xijia Liu, Kreske Ecker, Lina Schelin

2025-04-19T06:24:23+00:00 ― 6 min read