Latest Articles for Data Analysis

Machine Learning Fair Clustering: Tackling Outliers for Equality

A new algorithm improves clustering fairness by removing outliers.

Binita Maity, Shrutimoy Das, Anirban Dasgupta

2025-02-22T12:41:10+00:00 ― 5 min read

Optimization and Control Revolutionizing Chemical Engineering with Surrogate-Based Optimization

Learn how surrogate-based optimization transforms chemical processes for better efficiency.

Mathias Neufang, Emma Pajak, Damien van de Berg

2025-02-22T11:06:00+00:00 ― 7 min read

Human-Computer Interaction MoodCam: Your Smartphone's Emotional Sidekick

Track your feelings using your smartphone's front camera.

Rahul Islam, Tongze Zhang, Sang Won Bae

2025-02-22T10:41:15+00:00 ― 7 min read

Social and Information Networks Drought's Hidden Impacts: A New Approach

Connecting social media insights to drought impacts for better understanding.

Lanyu Shang, Bozhang Chen, Shiwei Liu

2025-02-22T03:27:54+00:00 ― 5 min read

Bioinformatics Revolutionizing NMR Data Analysis with MultiNMRFit

MultiNMRFit simplifies NMR data analysis for better insights in biology.

Pierre Millard, Loïc Le Grégam, Svetlana Dubiley

2025-02-22T01:05:51+00:00 ― 6 min read

Quantum Physics Traffic Tech: How Quantum Neural Networks Can Change Urban Travel

Learn how quantum neural networks will revolutionize traffic management for smoother commutes.

Nouhaila Innan, Bikash K. Behera, Saif Al-Kuwari

2025-02-21T23:02:34+00:00 ― 7 min read

Methodology Revolutionizing Kidney Diagnostics with PP-PLS

New method improves accuracy in kidney function analysis using advanced data techniques.

Jamshid Namdari, Robert T Krafty, Amita K Manatunga

2025-02-21T16:20:26+00:00 ― 6 min read

Databases Navigating the Big Data Landscape: The Rise of BAD Systems

Discover how BAD systems transform data updates for users.

Shahrzad Haji Amin Shirazi, Xikui Wang, Michael J. Carey

2025-02-21T14:37:30+00:00 ― 8 min read

Cosmology and Nongalactic Astrophysics Unraveling the Universe: The DESI-Lensing Challenge

Discover how researchers analyze cosmic data to learn about the universe.

C. Blake, C. Garcia-Quintero, S. Ahlen

2025-02-21T11:53:50+00:00 ― 6 min read

Artificial Intelligence Unraveling the Mysteries of Causation

Discover how probabilities of causation help us understand treatment effects.

Yuta Kawakami, Jin Tian

2025-02-21T08:12:18+00:00 ― 6 min read

Human-Computer Interaction Unlocking Insights: The Power of Topic Modeling

Discover the role of topic modeling in social media research.

Amandeep Kaur, James R. Wallace

2025-02-21T06:36:00+00:00 ― 7 min read

Machine Learning Smart Solutions for Diesel Engine Monitoring

Discover how digital twins and machine learning improve diesel engine maintenance.

Kamaljyoti Nath, Varun Kumar, Daniel J. Smith

2025-02-21T06:00:54+00:00 ― 7 min read

Human-Computer Interaction Revolutionizing Thematic Analysis with AI

Discover how AI tools can simplify thematic analysis for researchers.

Luka Ugaya Mazza, Plinio Morita, James R. Wallace

2025-02-21T04:59:42+00:00 ― 6 min read

Artificial Intelligence Harnessing Ising Machines for Complex Problem Solving

Ising machines are innovative tools for tackling complex optimization challenges.

Yunuo Cen, Zhiwei Zhang, Zixuan Wang

2025-02-21T04:43:56+00:00 ― 6 min read

Geophysics Revolutionizing Urban Traffic Monitoring with DAS

Discover how Distributed Acoustic Sensing changes traffic monitoring in cities.

Khen Cohen, Liav Hen, Ariel Lellouch

2025-02-21T03:08:24+00:00 ― 6 min read

Optimization and Control Navigating Optimization with Stochastic Methods

Learn how stochastic first-order methods simplify optimization challenges.

Chuan He

2025-02-21T03:08:00+00:00 ― 4 min read

Computational Finance Machine Learning and Stock Price Predictions

A study on using machine learning for predicting high-frequency stock prices.

Akash Deep, Chris Monico, Abootaleb Shirvani

2025-02-21T02:59:20+00:00 ― 6 min read

Computer Vision and Pattern Recognition MegaPairs: Bridging Images and Text

MegaPairs connects images and text for better search results.

Junjie Zhou, Zheng Liu, Ze Liu

2025-02-21T02:35:15+00:00 ― 6 min read

Distributed, Parallel, and Cluster Computing Chopin: Simplifying Geocomputation for All

Chopin makes handling spatial data easy and efficient for researchers.

Insang Song, Kyle P. Messier

2025-02-21T01:04:53+00:00 ― 8 min read

Quantum Physics Simplifying QUBO for Quantum Computing

Learn how semi-symmetries streamline QUBO problems in quantum computing.

Jonas Nüßlein, Leo Sünkel, Jonas Stein

2025-02-20T23:09:34+00:00 ― 6 min read

Econometrics Decoding Mediation Analysis: The Bootstrap Debate

A look at how confidence intervals and bootstrapping impact mediation analysis.

Kees Jan van Garderen, Noud van Giersbergen

2025-02-20T22:58:30+00:00 ― 5 min read

Information Retrieval Visual Source Attribution: Building Trust in Information

A method to verify information sources visually and enhance trust online.

Xueguang Ma, Shengyao Zhuang, Bevan Koopman

2025-02-20T22:34:30+00:00 ― 6 min read

Machine Learning Deep Learning Transforms Satellite Data Analysis

New method fills data gaps using deep learning and satellite observations.

Weibin Chen, Azhir Mahmood, Michel Tsamados

2025-02-20T19:59:42+00:00 ― 6 min read

Computer Vision and Pattern Recognition Balancing Sounds and Sights: A New Approach in AI Learning

DAAN improves how machines learn from audio-visual data in zero-shot scenarios.

RunLin Yu, Yipu Gong, Wenrui Li

2025-02-20T15:12:36+00:00 ― 5 min read

High Energy Physics - Experiment Unraveling the Mystery of Neutrinos

Scientists analyze MicroBooNE findings to shed light on elusive neutrinos.

MicroBooNE collaboration, P. Abratenko, D. Andrade Aldana

2025-02-20T13:36:22+00:00 ― 6 min read

Cell Biology Advancements in 3D Cell Imaging Techniques

New tools are improving cell identification in 3D images.

Mackenzie W. Mathis, C. Achard, T. Kousi

2025-02-20T13:12:24+00:00 ― 5 min read

Numerical Analysis Navigating Polar Decomposition and Procrustes Problem

Discover how polar decomposition and the Procrustes problem simplify matrix challenges.

Foivos Alimisis, Bart Vandereycken

2025-02-20T11:09:00+00:00 ― 5 min read

Data Structures and Algorithms Mastering Efficient Sampling Techniques

Exploring effective methods for sampling from complex logconcave distributions.

Minhui Jiang, Yuansi Chen

2025-02-20T09:49:20+00:00 ― 5 min read

Computation and Language Boosting Large Language Models on the Fly

Learn how LLMs improve performance during predictions without extensive resources.

Xiangjue Dong, Maria Teleki, James Caverlee

2025-02-20T05:43:21+00:00 ― 6 min read

Genomics CNSistent: A New Tool in Cancer Research

CNSistent streamlines SCNA data analysis for better cancer insights.

Adam Streck, Roland F. Schwarz

2025-02-20T04:55:27+00:00 ― 9 min read

Machine Learning Evaluating Generative Models: A Clear Path Ahead

Discover the importance of assessing generative model outputs and evolving evaluation methods.

Alexis Fox, Samarth Swarup, Abhijin Adiga

2025-02-20T04:07:03+00:00 ― 6 min read

Computation and Language Understanding Partitive Nouns in SRL

A deep dive into partitive nouns and their role in semantic role labeling.

Adam Meyers, Advait Pravin Savant, John E. Ortega

2025-02-20T02:30:45+00:00 ― 7 min read

Machine Learning Boosting Efficiency with Prediction-Enhanced Monte Carlo

PEMC combines Monte Carlo simulations with machine learning for faster, accurate results.

Fengpei Li, Haoxian Chen, Jiahe Lin

2025-02-19T23:38:58+00:00 ― 5 min read

Machine Learning Decoding the Secrets of State Space Models

Learn how state space models evolve with deep learning.

Jiahe Lin, George Michailidis

2025-02-19T18:33:47+00:00 ― 7 min read

Machine Learning Closing the Gaps in Healthcare Data

Methods to handle missing data can improve patient care and treatment analysis.

Lien P. Le, Xuan-Hien Nguyen Thi, Thu Nguyen

2025-02-19T13:28:36+00:00 ― 6 min read

Artificial Intelligence Revolutionizing Data Analysis with ARTEMIS

ARTEMIS transforms complex data tasks into clear insights effortlessly.

Atin Sakkeer Hussain

2025-02-19T11:15:54+00:00 ― 8 min read

Machine Learning Revolutionizing Causal Inference with ABC3

ABC3 offers a new way to efficiently understand causal effects.

Taehun Cha, Donghun Lee

2025-02-19T08:23:25+00:00 ― 6 min read

Computer Vision and Pattern Recognition AnySat: The Future of Earth Observation

AnySat revolutionizes how we observe and analyze our planet.

Guillaume Astruc, Nicolas Gonthier, Clement Mallet

2025-02-19T07:15:09+00:00 ― 6 min read

Machine Learning Simplifying Dynamic Networks: A Deeper Look

Understanding how to analyze ever-changing connections in complex networks.

Haixu Wang, Jiguo Cao, Jian Pei

2025-02-19T03:18:14+00:00 ― 6 min read

Multiagent Systems Revolutionizing Traffic Predictions with Speed Data

New methods improve traffic predictions, reducing congestion and enhancing city planning.

Suyash Vishnoi, Akhil Shetty, Iveel Tsogsuren

2025-02-19T03:14:24+00:00 ― 5 min read