Latest Articles for Classification

Machine Learning Addressing Data Bias in Machine Learning Models

A look at similarity networks to improve fairness in machine learning.

Samira Maghool, Paolo Ceravolo

2025-05-27T13:39:00+00:00 ― 6 min read

Computation and Language Evaluating Financial Language Models with Golden Touchstone

Introducing a new benchmark for testing financial language models in English and Chinese.

Xiaojun Wu, Junxi Liu, Huanyi Su

2025-05-27T02:59:33+00:00 ― 4 min read

Applications Using Machine Learning in Liability Insurance Classification

This article explores how machine learning aids in insurance policy classification.

Marjan Qazvini

2025-05-25T14:34:22+00:00 ― 7 min read

Commutative Algebra Understanding Cotorsion Pairs and Their Role in Mathematics

An overview of cotorsion pairs and tor-pairs in algebra.

Dolors Herbera, Michal Hrbek, Giovanna Le Gros

2025-05-24T06:53:42+00:00 ― 6 min read

Artificial Intelligence Managing Network Traffic in the Metaverse

Discern-XR improves data traffic management for a better Metaverse experience.

Yoga Suhas Kuruba Manjunath, Austin Wissborn, Mathew Szymanowski

2025-05-23T09:29:32+00:00 ― 6 min read

Astrophysics of Galaxies New Tool Classifies Galaxies with Precision

A new method helps classify galaxy activities effectively.

C. Daoutis, A. Zezas, E. Kyritsis

2025-05-22T06:31:09+00:00 ― 4 min read

Computer Vision and Pattern Recognition Revolutionizing Image Recognition through Shape Focus

A new method uses shapes to improve how computers recognize images.

Tonmoy Hossain, Jing Ma, Jundong Li

2025-05-20T19:10:39+00:00 ― 6 min read

Machine Learning GECo: Shedding Light on Graph Neural Networks

GECo enhances explainability in GNNs for better decision clarity.

Salvatore Calderaro, Domenico Amato, Giosuè Lo Bosco

2025-05-19T14:36:00+00:00 ― 5 min read

Image and Video Processing Revolutionizing Analysis of Whole Slide Images

A new approach enhances the analysis of large tissue images for better diagnostics.

Ravi Kant Gupta, Shounak Das, Amit Sethi

2025-05-17T10:57:16+00:00 ― 5 min read

Machine Learning 3D Imaging and Machine Learning for Tree Classification

New methods enhance tree species classification using advanced imaging and machine learning techniques.

Colverd Grace, Schade Laura, Takami Jumpei

2025-05-12T18:21:20+00:00 ― 5 min read

Computation and Language Harnessing Language Models for Eco-Friendly Insights

Using LLMs to classify and promote green practices on social media.

Anna Glazkova, Olga Zakharova

2025-05-12T10:20:00+00:00 ― 6 min read

Bioengineering Revolutionizing Human Activity Recognition with MMG

New methods in activity recognition promise smarter health and fitness tracking.

Yu Bai, Xiao Rong Guan, Rui Zhang

2025-05-11T15:53:48+00:00 ― 6 min read

Image and Video Processing Advancing Cytology Classification with Foundation Models

Leveraging foundation models and LoRA to improve cytology slide analysis.

Manon Dausort, Tiffanie Godelaine, Maxime Zanella

2025-05-09T03:15:25+00:00 ― 8 min read

Information Retrieval Reviving Old Notes: The Role of Optical Music Recognition

Discover how computers are learning to read historic music scores.

Elona Shatri, Daniel Raymond, George Fazekas

2025-05-08T13:26:40+00:00 ― 6 min read

Pathology New AI Model Aims to Improve OED Diagnosis

Researchers develop ODYN to better diagnose oral epithelial dysplasia and predict cancer risk.

Adam J Shephard, Hanya Mahmood, Shan E Ahmed Raza

2025-05-07T14:30:40+00:00 ― 6 min read

Digital Libraries Improving Access to Academic Research through AI

Automating chapter classification for easier navigation of academic papers.

Bipasha Banerjee, William A. Ingram, Edward A. Fox

2025-05-06T19:38:40+00:00 ― 6 min read

Machine Learning An Introduction to Learning Problems

A look at how we teach computers to learn from examples.

Bogdan Chornomaz, Shay Moran, Tom Waknine

2025-05-06T01:50:29+00:00 ― 6 min read

Databases TabulaX: Simplifying Data Transformation

TabulaX streamlines table integration and transforms data effectively.

Arash Dargahi Nobari, Davood Rafiei

2025-05-05T11:58:40+00:00 ― 6 min read

Machine Learning Tackling Classification Confusion with the Collision Matrix

Learn how the Collision Matrix aids in decision-making across different fields.

Jesse Friedbaum, Sudarshan Adiga, Ravi Tandon

2025-05-04T01:41:11+00:00 ― 7 min read

Image and Video Processing AI Advances in Skin Disease Diagnosis

A new combination of images and patient stories improves skin disease detection accuracy.

Allen Yang, Edward Yang

2025-05-03T06:51:50+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Hyperspectral Image Classification

A new model improves hyperspectral image analysis while reducing computational costs.

Judy X Yang, Jing Wang, Zekun Long

2025-05-01T20:09:20+00:00 ― 8 min read

Representation Theory Weyl Modules: An Insightful Look into Representation Theory

Discover Weyl modules and their significance in algebraic structures.

Vladimir Dotsenko, Sergey Mozgovoy

2025-04-30T18:49:28+00:00 ― 4 min read

Methodology Functional Data Analysis: A Fresh Perspective

Learn how Functional Data Analysis transforms our approach to evolving data.

Catalina Lesmes, Francisco Zuluaga, Henry Laniado

2025-04-28T03:30:00+00:00 ― 4 min read

Machine Learning Harnessing Wave Quantization for Time Series Analysis

A new method transforms data handling in time series analysis.

Xiangkai Ma, Xiaobin Hong, Wenzhong Li

2025-04-27T13:58:00+00:00 ― 5 min read

Image and Video Processing Innovative Techniques Boost Heart Health Imaging

New methods improve image analysis for heart condition classification.

Nourelhouda Groun, Maria Villalba-Orero, Lucia Casado-Martin

2025-04-26T15:49:20+00:00 ― 7 min read

Computer Vision and Pattern Recognition COSMOS: Bridging Vision and Language

COSMOS enhances AI's ability to understand images and text together.

Sanghwan Kim, Rui Xiao, Mariana-Iuliana Georgescu

2025-04-25T14:46:45+00:00 ― 7 min read

Computer Vision and Pattern Recognition GalaxAlign: A New Approach to Galaxy Classification

GalaxAlign combines existing models and data to improve galaxy recognition.

Ruoqi Wang, Haitao Wang, Qiong Luo

2025-04-23T13:18:33+00:00 ― 6 min read

Computer Vision and Pattern Recognition Unlocking Ancient Secrets: Oracle Bones & AI

Discover how AI is transforming the study of ancient Chinese oracle bones.

Zijian Chen, Tingzhu Chen, Wenjun Zhang

2025-04-22T18:12:00+00:00 ― 6 min read

Computer Vision and Pattern Recognition Boosting AI Image Understanding with Bimodal Adaptation

New method enhances AI's ability to classify corrupted images effectively.

Sarthak Kumar Maharana, Baoming Zhang, Leonid Karlinsky

2025-04-21T15:08:45+00:00 ― 6 min read

Computer Vision and Pattern Recognition HSLiNets: The Future of Remote Sensing

Combining HSI and LiDAR data for efficient analysis.

Judy X Yang, Jing Wang, Chen Hong Sui

2025-04-16T07:55:12+00:00 ― 8 min read

Machine Learning Transforming Data Classification with GBU-TSVM

A new method for better data sorting and classification.

M. A. Ganaie, Vrushank Ahire

2025-04-16T00:13:03+00:00 ― 8 min read

Computation and Language Bridging Language Gaps with Luxembourgish Sentence Embeddings

Discover how new models are improving Luxembourgish language tech.

Fred Philippy, Siwen Guo, Jacques Klein

2025-04-15T17:47:51+00:00 ― 6 min read

Social and Information Networks Classifying Trajectories: A New Approach

Researchers develop innovative methods to classify movement paths in complex spaces.

Vincent P. Grande, Josef Hoppe, Florian Frantzen

2025-04-14T17:43:21+00:00 ― 6 min read

Computer Vision and Pattern Recognition Point-GN: A New Era in Point Cloud Classification

Revolutionizing 3D data analysis with a non-parametric approach.

Marzieh Mohammadi, Amir Salarpour

2025-04-14T04:04:48+00:00 ― 6 min read

Image and Video Processing Advancements in Food Safety Testing Using AI

Researchers use AI to speed up food safety tests and improve accuracy.

Siddhartha Bhattacharya, Aarham Wasit, Mason Earles

2025-04-14T01:38:06+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Tree Species Classification with LiDAR

A new method enhances tree classification using LiDAR technology and deep learning.

Hongjin Lin, Matthew Nazari, Derek Zheng

2025-04-13T12:49:57+00:00 ― 6 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

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

Bioinformatics Taxonomy Time Machine: Tracking Life's Changes

A new tool streamlines taxonomy research and keeps classifications current.

Austin Davis-Richardson, Timothy Reynolds

2025-03-27T23:32:36+00:00 ― 6 min read