Latest Articles for Data Analysis

Bioinformatics Introducing CLUEY: A New Framework in Single-Cell Analysis

CLUEY improves cell clustering and biological understanding in single-cell omics.

Daniel Kim, Carissa Chen, Lijia Yu

2025-06-07T16:36:51+00:00 ― 7 min read

Image and Video Processing Advancements in Medical Image Analysis with unORANIC+

New method improves the accuracy of medical image analysis.

Sebastian Doerrich, Francesco Di Salvo, Christian Ledig

2025-06-07T16:28:15+00:00 ― 5 min read

Computer Vision and Pattern Recognition Automating PET/CT Imaging for Cancer Detection

Using AI to improve lesion detection in cancer imaging.

Shadab Ahamed

2025-06-07T16:18:27+00:00 ― 5 min read

Machine Learning Predicting Lightning-Ignited Wildfires Globally

New study develops models to predict lightning-ignited wildfires worldwide.

Assaf Shmuel, Teddy Lazebnik, Oren Glickman

2025-06-07T16:10:36+00:00 ― 6 min read

Statistics Theory New Method for Estimating Variance in Markov Chains

Introducing an efficient way to estimate variance in ever-changing systems.

Shubhada Agrawal, Prashanth L. A., Siva Theja Maguluri

2025-06-07T15:53:44+00:00 ― 6 min read

Ecology Understanding Predator-Prey Dynamics in Marine Ecosystems

A look at using data-driven models to study marine interactions.

Anna-Simone J. Frank, Jiawen Zhang, Sam Subbey

2025-06-07T15:42:29+00:00 ― 6 min read

Robotics The Role of Robot Dogs in Construction

Robot dogs may transform construction site monitoring and data collection.

Miguel Arturo Vega Torres, Fabian Pfitzner

2025-06-07T15:41:36+00:00 ― 5 min read

Machine Learning Advancing Earth Observation Systems with Language Models

New methods using language models enhance data processing in Earth observation systems.

Hong-fu Chou, Vu Nguyen Ha, Prabhu Thiruvasagam

2025-06-07T15:33:42+00:00 ― 6 min read

Radiology and Imaging Using Language Models to Improve Abstract Screening in Research Reviews

This study evaluates the role of language models in abstract screening for research.

Christian Hedeager Krag, T. Balschmidt, F. Bruun

2025-06-07T15:23:00+00:00 ― 7 min read

Numerical Analysis Efficient Simulation of Turbulent Flows Using Reduced-Order Models

Methods to enhance efficiency in simulating complex turbulent flows.

Toby van Gastelen, Wouter Edeling, Benjamin Sanderse

2025-06-07T15:16:56+00:00 ― 8 min read

Astrophysics of Galaxies New Method for Identifying Superbubbles in Galaxies

A novel approach to detect superbubbles using hydrogen density maps.

Brock Wallin, Benjamin D. Wibking, G. Mark Voit

2025-06-07T14:52:06+00:00 ― 6 min read

Computer Vision and Pattern Recognition Harnessing Comments for Video Engagement

A new dataset and framework for generating engaging comments on Chinese videos.

Yuyan Chen, Yiwen Qian, Songzhou Yan

2025-06-07T14:30:30+00:00 ― 6 min read

Statistics Theory A Fresh Look at Statistical Averages

Exploring new methods for estimating averages in the presence of outliers.

Elina Kresse, Emils Silins, Janis Valeinis

2025-06-07T14:13:36+00:00 ― 4 min read

Numerical Analysis Multiscale Method Tackles Blurry Images

A structured approach to recover clear images from blurred versions using MHDM.

Tobias Wolf, Stefan Kindermann, Elena Resmerita

2025-06-07T13:58:17+00:00 ― 6 min read

Computation and Language Evaluating Information Retrieval Techniques in Clinical Data

This study assesses various models for retrieving clinical information effectively.

Skatje Myers, Timothy A. Miller, Yanjun Gao

2025-06-07T13:35:12+00:00 ― 7 min read

Machine Learning KAMoE: Advanced Predictions with Mixture of Experts

A new method enhances predictions in machine learning using specialized models.

Hugo Inzirillo, Remi Genet

2025-06-07T13:27:18+00:00 ― 5 min read

Astrophysics of Galaxies Mapping the Universe: The LOFAR Survey

LOFAR survey studies radio sources to reveal cosmic insights.

A. B. Drake, D. J. B. Smith, M. J. Hardcastle

2025-06-07T13:02:12+00:00 ― 4 min read

Computer Vision and Pattern Recognition Innovative Method for Accurate Drone Detection

A new database and technique improve drone tracking without manual labeling.

Yu-Hsi Chen

2025-06-07T12:33:28+00:00 ― 4 min read

Sound Advancing Acoustic Scene Classification in DCASE 2024 Challenge

New models tackle sound classification with limited training data.

Jin Jie Sean Yeo, Ee-Leng Tan, Jisheng Bai

2025-06-07T12:25:20+00:00 ― 5 min read

Computational Engineering, Finance, and Science New Method Enhances Gene Regulatory Network Analysis

Combining optimal transport and structural models improves single-cell data interpretation.

Tsz Pan Tong, Aoran Wang, George Panagopoulos

2025-06-07T11:44:36+00:00 ― 5 min read

Machine Learning A New Method for Efficient Design Searching in Research

This method helps researchers find efficient designs in complex problem spaces.

Daniel M. Steinberg, Rafael Oliveira, Cheng Soon Ong

2025-06-07T11:43:24+00:00 ― 5 min read

Hardware Architecture Dynamic Precision in Scientific Computing

Lowering calculation precision without losing accuracy using R2F2 technology.

Cong "Callie" Hao

2025-06-07T11:36:42+00:00 ― 6 min read

Cryptography and Security Usability Evaluation of Language Models in Cyber Threat Intelligence

Assessing the effectiveness of LLMs for threat analysis.

Sanchana Srikanth, Mohammad Hasanuzzaman, Farah Tasnur Meem

2025-06-07T11:28:48+00:00 ― 10 min read

Machine Learning Improving Stock Predictions with Contrastive Earnings Transformer

A new model optimizes earnings data for better stock price forecasting.

Zhengxin Joseph Ye, Bjoern Schuller

2025-06-07T10:52:03+00:00 ― 11 min read

General Relativity and Quantum Cosmology Searching for Subsolar-Mass Black Holes in Gravitational Waves

Efforts to find lighter black holes through advanced detection methods.

Kanchan Soni, Alexander H. Nitz

2025-06-07T10:48:45+00:00 ― 6 min read

Instrumentation and Methods for Astrophysics SST-1M: A New Era in Gamma-Ray Detection

The SST-1M telescope aims to advance gamma-ray astronomy through innovative design and technology.

C. Alispach, A. Araudo, M. Balbo

2025-06-07T10:40:54+00:00 ― 4 min read

Computation and Language AI-Assisted Risk Assessment for COVID-19

A new AI tool helps assess COVID-19 risk through patient conversations.

Mohammad Amin Roshani, Xiangyu Zhou, Yao Qiang

2025-06-07T10:33:30+00:00 ― 4 min read

Computer Vision and Pattern Recognition Advancements in Semi-Supervised Change Detection

A new method improves change detection using labeled and unlabeled data.

Yan Xing, Qi'ao Xu, Jingcheng Zeng

2025-06-07T10:25:36+00:00 ― 5 min read

Genomics Evaluating CUT&RUN Peak Calling Methods

A study compares methods for identifying protein-DNA interactions in mouse brain tissue.

Amin Nooranikhojasteh, Ghazaleh Tavallaee, Elias Orouji

2025-06-07T10:16:17+00:00 ― 8 min read

Machine Learning Improving Electricity Usage Predictions with Domino Algorithm

Domino algorithm enhances electricity predictions, addressing data scarcity challenges.

Chloé Hashimoto-Cullen, Benjamin Guedj

2025-06-07T10:03:16+00:00 ― 5 min read

Genetics The Importance of Rare Events in Genetics

Exploring how rare occurrences in genetics reveal vital insights about living organisms.

Rebecca Androwski, Tatiana Popovitchenko, Joelle Smart

2025-06-07T09:49:06+00:00 ― 7 min read

Audio and Speech Processing Improving Sound Localization in Noisy Settings

A method combining labeled and unlabeled data enhances sound source detection.

Vadim Rozenfeld, Bracha Laufer Goldshtein

2025-06-07T09:11:00+00:00 ― 5 min read

Computation and Language Improving Counseling Summarization with a Planning Engine

A new approach enhances mental health session summaries through a planning engine.

Aseem Srivastava, Smriti Joshi, Tanmoy Chakraborty

2025-06-07T09:06:36+00:00 ― 7 min read

Human-Computer Interaction Examining LLMs in User Persona Development

This study investigates how LLMs perceive and create user personas in India.

Swaroop Panda

2025-06-07T08:35:00+00:00 ― 6 min read

Machine Learning Improving User Preference Learning with Response Times

This study shows how response times can enhance understanding of user preferences.

Shen Li, Yuyang Zhang, Zhaolin Ren

2025-06-07T08:23:08+00:00 ― 6 min read

Computation and Language Harnessing AI for Historical Analogy Generation

This study examines how AI can help find historical analogies for current events.

Nianqi Li, Siyu Yuan, Jiangjie Chen

2025-06-07T07:31:48+00:00 ― 5 min read

Numerical Analysis Advancing Linear Equation Solutions with TT-GMRES

A new method improves solving complex linear equations efficiently.

Alberto Bucci, Davide Palitta, Leonardo Robol

2025-06-07T07:25:02+00:00 ― 5 min read

Machine Learning Real-Time Anomaly Detection in Industry 4.0

A new approach improves detection of irregularities in industrial data using edge computing.

Alessio Mascolini, Sebastiano Gaiardelli, Francesco Ponzio

2025-06-07T07:23:54+00:00 ― 5 min read

Computation and Language Turning Points in Conversations: An Innovative Dataset

This research highlights key moments in dialogues through a new dataset and analysis framework.

Gia-Bao Dinh Ho, Chang Wei Tan, Zahra Zamanzadeh Darban

2025-06-07T07:08:06+00:00 ― 7 min read

Computer Vision and Pattern Recognition Using AI to Detect Depression in Social Media

Exploring AI models to identify depression through social media posts.

Shahid Munir Shah, Syeda Anshrah Gillani, Mirza Samad Ahmed Baig

2025-06-07T06:52:18+00:00 ― 6 min read