Latest Articles for Machine Learning

Machine Learning Revolutionizing Diabetes Care with a Fresh Approach

A text-based method improves predictions for Type 2 Diabetes complications.

Elizabeth Remfry, Rafael Henkin, Michael R Barnes

2025-04-23T14:20:00+00:00 ― 7 min read

Machine Learning Revolutionizing Bearing Fault Detection with KANs

Kolmogorov-Arnold Networks improve machine reliability through advanced fault detection.

Spyros Rigas, Michalis Papachristou, Ioannis Sotiropoulos

2025-04-23T12:26:45+00:00 ― 8 min read

Machine Learning Transforming Energy Monitoring with Virtual Sensors

Revolutionary approach using MIONet enhances real-time monitoring in complex systems.

Kazuma Kobayashi, Farid Ahmed, Syed Bahauddin Alam

2025-04-23T06:33:50+00:00 ― 8 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

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

Chemical Physics Revolutionizing Predictions in Solvation Free Energy

New machine learning techniques enhance understanding of solvation behavior in mixtures.

Roel J. Leenhouts, Nathan Morgan, Emad Al Ibrahim

2025-04-20T01:09:00+00:00 ― 9 min read

Computer Vision and Pattern Recognition Revolutionizing Microorganism Counting with Computer Vision

Discover how technology is changing the way we count microorganisms efficiently.

Javier Ureña Santiago, Thomas Ströhle, Antonio Rodríguez-Sánchez

2025-04-19T02:51:00+00:00 ― 5 min read

Artificial Intelligence Harnessing Machine Learning for Genetic Disorder Diagnosis

New study shows promise in early genetic disorder detection using machine learning.

Abu Bakar Siddik, Faisal R. Badal, Afroza Islam

2025-04-18T19:37:39+00:00 ― 4 min read

Machine Learning A Deep Dive into Time Series Classification with CaLoNet

Learn how CaLoNet improves time series classification through causal and local correlations.

Mingsen Du, Yanxuan Wei, Xiangwei Zheng

2025-04-18T15:08:50+00:00 ― 6 min read

Computer Vision and Pattern Recognition Transforming Handwritten Math to Digital Text

New tech simplifies converting handwritten math into LaTeX format.

Jayaprakash Sundararaj, Akhil Vyas, Benjamin Gonzalez-Maldonado

2025-04-18T10:48:00+00:00 ― 6 min read

Materials Science The Impact of Electrostatics in Polar Materials

Discover how electrostatic interactions shape materials like barium titanate.

Lorenzo Monacelli, Nicola Marzari

2025-04-18T10:08:26+00:00 ― 5 min read

Biophysics Machine Learning Transforms Protein Analysis

Discover how machine learning fast-tracks protein property predictions in drug development.

Spencer Wozniak, Giacomo Janson, Michael Feig

2025-04-18T06:17:51+00:00 ― 7 min read

Bioinformatics Harnessing inVAE: A New Era in Single-Cell Analysis

inVAE transforms single-cell studies by integrating complex data for clearer insights.

Hananeh Aliee, Ferdinand Kapl, Duy Pham

2025-04-16T01:50:30+00:00 ― 6 min read

Machine Learning Revolutionizing Snow Depth Predictions

New method improves the accuracy of snow depth predictions for climate management.

Andrew Charbonneau, Katherine Deck, Tapio Schneider

2025-04-15T10:29:26+00:00 ― 6 min read

Computer Vision and Pattern Recognition Transforming Images with AM-Adapter Technology

Discover how AM-Adapter changes images while keeping key details intact.

Siyoon Jin, Jisu Nam, Jiyoung Kim

2025-04-14T20:07:48+00:00 ― 7 min read

Computer Vision and Pattern Recognition New Dataset Revolutionizes Damage Detection in Art

A groundbreaking dataset advances techniques for identifying damage in analogue artworks.

Daniela Ivanova, Marco Aversa, Paul Henderson

2025-04-12T15:58:03+00:00 ― 7 min read

Machine Learning Federated Learning Takes Center Stage in Mobile Traffic Forecasting

Predicting mobile data usage with federated learning ensures efficiency and privacy.

Nikolaos Pavlidis, Vasileios Perifanis, Selim F. Yilmaz

2025-04-10T11:48:18+00:00 ― 8 min read

Machine Learning Unlocking Molecular Secrets: The Future of Chemistry

Discover how fragmentation and machine learning transform molecular predictions and applications.

Xiao Zhu, Srinivasan S. Iyengar

2025-04-09T23:55:42+00:00 ― 14 min read

Atmospheric and Oceanic Physics Samudra: The Future of Ocean Simulations

Samudra is a fast, advanced tool for ocean predictions vital for climate science.

Surya Dheeshjith, Adam Subel, Alistair Adcroft

2025-04-09T21:32:24+00:00 ― 6 min read

High Energy Physics - Phenomenology Machine Learning and Particle Physics: A Dynamic Duo

Examining how machine learning transforms particle physics research and jet tagging.

Aaron Wang, Abhijith Gandrakota, Jennifer Ngadiuba

2025-04-09T19:56:52+00:00 ― 6 min read

General Relativity and Quantum Cosmology Revolutionizing Gravitational Wave Analysis with Machine Learning

Faster data analysis of gravitational waves opens new research avenues.

Qian Hu, Jessica Irwin, Qi Sun

2025-04-09T08:00:22+00:00 ― 8 min read

Urology AI's Role in Bladder Cancer Treatment

Artificial intelligence is changing patient care in bladder cancer.

Francesco Andrea Causio, Vittorio De Vita, Andrea Nappi

2025-04-09T04:24:40+00:00 ― 8 min read

Systems Biology EAGLE: A New Tool for Gene Expression Prediction

EAGLE predicts gene behavior across fungi, advancing biotechnology applications.

Laura Weinstock, Jenna Schambach, Anna Fisher

2025-04-09T04:11:30+00:00 ― 7 min read

Chemical Physics Advancements in Machine Learning for Long-Range Interactions

Discover how machine learning enhances the study of atomic interactions.

Philip Loche, Kevin K. Huguenin-Dumittan, Melika Honarmand

2025-04-08T14:29:30+00:00 ― 7 min read

Machine Learning Harnessing Prediction-Based Inference for Research

Learn how prediction-based inference helps researchers analyze incomplete data effectively.

Jessica Gronsbell, Jianhui Gao, Yaqi Shi

2025-04-08T05:54:51+00:00 ― 5 min read

Machine Learning Harnessing Wind Power: Forecasting Challenges

Discover how forecasting affects wind energy generation and grid stability.

Stefan Meisenbacher, Silas Aaron Selzer, Mehdi Dado

2025-04-06T08:08:12+00:00 ― 5 min read

Artificial Intelligence Harnessing Machine Learning for Heart Disease Detection

Discover how machine learning can improve heart disease detection and save lives.

Mahfuzul Haque, Abu Saleh Musa Miah, Debashish Gupta

2025-04-05T09:49:30+00:00 ― 6 min read

Animal Behavior and Cognition Mosquito Behavior: A Fight Against Malaria

Research reveals insights into mosquito behavior to combat deadly diseases.

Yasser M. Qureshi, Vitaly Voloshin, Katherine Gleave

2025-04-03T23:57:15+00:00 ― 7 min read

Machine Learning Flood Resilience in Tehran: Using Machine Learning

Exploring smart strategies to enhance urban flood preparedness in Tehran.

Mahla Ardebili Pour, Mohammad B. Ghiasi, Ali Karkehabadi

2025-04-03T05:39:45+00:00 ― 6 min read

Bioinformatics Microbiomes: Tiny Creatures with Big Impact

Discover how microorganisms shape our health and the potential for personalized treatments.

Yifan Jiang, Disen Liao, Qiyun Zhu

2025-04-02T23:06:24+00:00 ― 6 min read

Computers and Society Ensuring Fairness in Substance Use Treatment Predictions

Addressing bias in ML models for equitable SUD treatment recommendations.

Ugur Kursuncu, Aaron Baird, Yusen Xia

2025-04-01T11:07:48+00:00 ― 6 min read

Chemical Physics Revolutionizing Quantum Chemistry with Machine Learning

A new method combines machine learning and quantum dynamics to study electron behavior.

Nicholas J. Boyer, Christopher Shepard, Ruiyi Zhou

2025-04-01T09:44:08+00:00 ― 7 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

Bioinformatics Revolutionizing Cancer Detection with Liquid Biopsies

Liquid biopsies improve cancer detection through innovative blood tests.

Gustavo Arango-Argoty, Marzieh Haghighi, Gerald J. Sun

2025-03-31T18:39:03+00:00 ― 6 min read

Signal Processing Drones and 6G: A New Communication Frontier

Discover how drones are set to transform connectivity with 6G technology.

Gouranga Charan, Ahmed Alkhateeb

2025-03-31T18:10:00+00:00 ― 6 min read

Computer Vision and Pattern Recognition Automating Judo Match Analysis with Tech

Using machine learning to enhance judo match analysis and coaching.

Anthony Miyaguchi, Jed Moutahir, Tanmay Sutar

2025-03-31T14:15:54+00:00 ― 8 min read

High Energy Astrophysical Phenomena The Hunt for Orphan Afterglows: Cosmic Clues

Unveiling orphan afterglows to understand gamma-ray bursts and the universe's secrets.

Marina Masson, Johan Bregeon

2025-03-31T05:04:32+00:00 ― 5 min read

Mesoscale and Nanoscale Physics Automating Quantum Devices for Better Performance

New methods are improving quantum devices using automation and machine learning.

Jacob Benestad, Torbjørn Rasmussen, Bertram Brovang

2025-03-30T18:43:34+00:00 ― 6 min read

Machine Learning Revolutionizing Liver Disease Diagnosis with ECGs

Using ECG data to improve liver disease detection through machine learning.

Juan Miguel Lopez Alcaraz, Wilhelm Haverkamp, Nils Strodthoff

2025-03-30T16:11:06+00:00 ― 8 min read

Cryptography and Security Detecting Insider Threats: The Facade System

Facade offers an advanced approach to tackling insider threats in organizations.

Alex Kantchelian, Casper Neo, Ryan Stevens

2025-03-29T18:07:39+00:00 ― 7 min read