Latest Articles for Data Analysis

Applications Unlocking Energy Insights: Clustering Smart Meter Data

Using clustering methods to analyze smart meter data for better energy management.

Luke W. Yerbury, Ricardo J. G. B. Campello, G. C. Livingston

2025-04-03T03:50:27+00:00 ― 5 min read

Instrumentation and Methods for Astrophysics Secrets of the Night Sky: NIR Spectroscopy Unveiled

Discover how astronomers analyze the cosmos using near-infrared spectroscopy.

Frederick Dauphin, Andreea Petric, Étienne Artigau

2025-04-02T15:59:16+00:00 ― 7 min read

Econometrics Revolutionizing Instrumental Variable Analysis: The Bootstrap Breakthrough

New bootstrap method improves instrumental variable regression accuracy and reliability.

Dennis Lim, Wenjie Wang, Yichong Zhang

2025-04-02T12:34:54+00:00 ― 6 min read

Bioinformatics MIOSTONE: A New Method for Microbiome Analysis

MIOSTONE enhances health predictions based on microbiome data and relations.

Yang Lu, Y. Jiang, M. Atton

2025-04-02T12:03:48+00:00 ― 6 min read

Fluid Dynamics GLONET: The Future of Ocean Forecasting

AI-driven model GLONET is transforming how we predict ocean conditions.

Anass El Aouni, Quentin Gaudel, Charly Regnier

2025-04-02T12:00:26+00:00 ― 8 min read

Computer Vision and Pattern Recognition TPCA: A New Path in Hyperspectral Imaging

Discover how TPCA improves hyperspectral image classification accuracy and efficiency.

Yuemei Ren, Liang Liao, Stephen John Maybank

2025-04-02T09:36:00+00:00 ― 7 min read

Machine Learning Detecting Network Anomalies with siForest

A new algorithm improves the detection of unusual network activities.

Christie Djidjev

2025-04-02T05:35:15+00:00 ― 8 min read

Machine Learning Predicting Student Success in Online Learning

A smart approach to foresee student performance and provide timely support.

Naveed Ur Rehman Junejo, Muhammad Wasim Nawaz, Qingsheng Huang

2025-04-01T22:21:54+00:00 ― 6 min read

Machine Learning Causal Discovery: The Science Behind Connections

Learn how researchers uncover cause-and-effect relationships in the world.

Abdelmonem Elrefaey, Rong Pan

2025-04-01T21:19:21+00:00 ― 8 min read

Machine Learning Guarding Graph Neural Networks Against Sneaky Attacks

Learn how to protect GNNs from adversarial attacks and enhance their reliability.

Kerui Wu, Ka-Ho Chow, Wenqi Wei

2025-04-01T18:21:09+00:00 ― 7 min read

Machine Learning Revealing the Secrets of Black-Box Models

A new framework shines light on hidden features of machine learning models.

Rongqing Li, Jiaqi Yu, Changsheng Li

2025-04-01T14:20:24+00:00 ― 8 min read

Computer Vision and Pattern Recognition Revolutionizing Medical Imaging with RaD

RaD improves comparisons of medical images, enhancing disease detection.

Nicholas Konz, Yuwen Chen, Hanxue Gu

2025-04-01T06:03:48+00:00 ― 6 min read

High Energy Physics - Lattice New Insights into Parton Distributions

A fresh method enhances our grasp of particle physics.

Hervé Dutrieux, Joseph Karpie, Kostas Orginos

2025-04-01T04:09:46+00:00 ― 6 min read

Machine Learning Long-Context Models: Transforming Patient Care

Advanced algorithms improve healthcare by analyzing patient history thoroughly.

Michael Wornow, Suhana Bedi, Miguel Angel Fuentes Hernandez

2025-04-01T03:54:27+00:00 ― 7 min read

Cryptography and Security Blockchain Data Analysis: The Digital Detective

Discover how blockchain data analysis enhances security and decision-making in the digital realm.

Kentaroh Toyoda, Xiao Wang, Mingzhe Li

2025-04-01T00:41:51+00:00 ― 6 min read

Machine Learning Revolutionizing Mobile Networks with AI

New methods enhance mobile networks for better connectivity and performance.

Shengheng Liu, Tianqi Zhang, Ningning Fu

2025-03-31T23:05:33+00:00 ― 6 min read

Bioinformatics Revolutionizing ALL Diagnosis with Machine Learning

New methods improve accuracy in diagnosing Acute Lymphoblastic Leukemia.

Mariya Lysenkova Wiklander, Dave Zachariah, Olga Krali

2025-03-31T21:24:42+00:00 ― 6 min read

Signal Processing New Model for Seizure Classification Using EEGs

A novel approach to classify seizure types from EEG data efficiently.

Ruimin Peng, Zhenbang Du, Changming Zhao

2025-03-31T16:51:36+00:00 ― 6 min read

Astrophysics of Galaxies Studying Galaxy Metallicity: Key Findings

New insights reveal the influence of non-star-forming regions on galaxy metallicity.

Jillian M. Scudder, Aidan Khelil, Jonah Z. Ordower

2025-03-31T16:13:16+00:00 ― 6 min read

Machine Learning Measuring Similarity: A Fun Dive into Distance Functions

Learn how machines measure similarity between items through distance functions and queries.

Akash Kumar, Sanjoy Dasgupta

2025-03-31T14:48:15+00:00 ― 6 min read

Artificial Intelligence Revolutionizing Political Predictions with PAA

A new method for predicting lawmaker votes using advanced technology.

Hao Li, Ruoyuan Gong, Hao Jiang

2025-03-31T12:39:36+00:00 ― 6 min read

Machine Learning New Strategies in Multimodal Sentiment Analysis

Innovative methods improve understanding of emotions across different communication forms.

Zirun Guo, Tao Jin, Wenlong Xu

2025-03-31T11:03:18+00:00 ― 6 min read

Machine Learning Risk Assessment in Machine Learning: A Deep Dive

Learn the importance of risk assessment in machine learning algorithms.

Disha Ghandwani, Neeraj Sarna, Yuanyuan Li

2025-03-31T10:10:30+00:00 ― 7 min read

Methodology Wastewater Monitoring: A New Tool in Public Health

Scientists track diseases by analyzing community wastewater to predict infections.

Thomas Y. Sun, Julia C. Schedler, Daniel R. Kowal

2025-03-31T04:37:53+00:00 ― 7 min read

Instrumentation and Methods for Astrophysics FAST: The Future of Telescope Weather Forecasting

FAST improves weather predictions for better astronomical observations.

A. Turchi, E. Masciadri, L. Fini

2025-03-31T01:53:28+00:00 ― 7 min read

Instrumentation and Methods for Astrophysics Machine Learning: A New Way to Study Stars

Learn how machine learning helps in estimating star properties from massive data.

A. Turchi, E. Pancino, F. Rossi

2025-03-31T01:05:42+00:00 ― 6 min read

Distributed, Parallel, and Cluster Computing Streamlining Distributed Tracing for Developers

Learn how better trace analysis can simplify troubleshooting in complex systems.

Adrita Samanta, Henry Han, Darby Huye

2025-03-30T23:49:12+00:00 ― 7 min read

Methodology Dealing with Outliers in Data Analysis

Learn how researchers tackle outliers to improve data accuracy.

Dongliang Zhang, Masoud Asgharian, Martin A. Lindquist

2025-03-30T23:32:42+00:00 ― 6 min read

High Energy Physics - Experiment Chasing B Quarks: The LHCb Experiment Unveiled

LHCb investigates b quarks to unlock cosmic secrets.

Andy Morris

2025-03-30T23:30:10+00:00 ― 7 min read

Statistical Finance Harnessing Deep Learning for Financial Predictions

Deep learning models enhance financial time series analysis for better investment strategies.

Howard Caulfield, James P. Gleeson

2025-03-30T21:31:20+00:00 ― 7 min read

Bioinformatics CANDO Platform: A Game Changer in Drug Discovery

CANDO platform improves drug discovery efficiency and effectiveness for researchers.

Melissa Van Norden, William Mangione, Zackary Falls

2025-03-30T20:33:51+00:00 ― 6 min read

Chemical Physics Mixing Liquids: The Similarity-Based Method

Learn how the similarity-based method predicts liquid behavior with confidence.

Nicolas Hayer, Thomas Specht, Justus Arweiler

2025-03-30T17:08:02+00:00 ― 6 min read

Ecology EcoVAE: A New Age in Species Distribution Modeling

Discover how EcoVAE transforms species distribution modeling for better conservation outcomes.

Yujing Yan, Bin Shao, Charles C. Davis

2025-03-30T15:02:33+00:00 ― 7 min read

Statistics Theory Mastering Confidence Sequences in Statistics

Learn how confidence sequences and betting strategies improve mean estimation.

Eugenio Clerico

2025-03-30T13:22:20+00:00 ― 6 min read

Solar and Stellar Astrophysics The Dance of Plasma: Stability and Waves

Explore how particle distributions affect plasma stability in space and technology.

Mihailo M. Martinović, Kristopher G. Klein, Rossana De Marco

2025-03-30T06:47:04+00:00 ― 6 min read

Machine Learning The Future of Time Series Forecasting with LMS-AutoTSF

Discover how LMS-AutoTSF is changing time series forecasting.

Ibrahim Delibasoglu Sanjay Chakraborty Fredrik Heintz

2025-03-30T06:09:54+00:00 ― 7 min read

Machine Learning Navigating Decision-Making: Preference-Based Exploration

Discover effective strategies for informed decision-making in uncertain environments.

Apurv Shukla, Debabrota Basu

2025-03-30T03:11:58+00:00 ― 9 min read

Bioinformatics Revolutionizing Gene Research with AI

Discover how AI streamlines gene prioritization in medicine.

Taushif Khan, Mohammed Toufiq, Marina Yurieva

2025-03-29T19:43:00+00:00 ― 6 min read

Machine Learning Causal Graphs: Making Sense of Predictions

Learn how causal graphs clarify the mysteries of predictive models.

Yizuo Chen, Amit Bhatia

2025-03-29T17:01:36+00:00 ― 5 min read

Artificial Intelligence Understanding Causal Effects: A New Approach

Learn how causal identifiability helps reveal hidden relationships in data.

Yizuo Chen, Adnan Darwiche

2025-03-29T11:56:25+00:00 ― 5 min read