Scientific Research Publishing

Boosting Algorithm: An Ensemble Learning Tool for Land Use Land Cover Classification Using Google Alpha Earth Foundations Satellite Embeddings ()

An Ensemble Learning Tool for Land Use Land Cover Classification Using Google Alpha Earth Foundations Satellite Embeddings ...
GitHub

TFM Dataset & Benchmark: Automated Tear Film Break-Up Analysis

Classification (TF-Cls) 'Clear', 'Closed', 'Broken', 'Blur' 6,247 3632 × 2760 4,687:561:999(75%:9%:16%) Object Detection (TF-Det) Inside, Middle, Outside Rings 4,736 ...
Scientific Research Publishing

Humphrey, E. J., Durand, S., & McFee, B. (2018). OpenMIC-2018: An Open Dataset for Multiple Instrument Recognition. International Society for Music Information Retrieval ...

ABSTRACT: The study adapts several machine-learning and deep-learning architectures to recognize 63 traditional instruments in weakly labelled, polyphonic audio synthesized from the proprietary Sound ...
GitHub

Official implementation: "AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation"

August 1, 2025: The AudioSet-R paper was accepted by the ACM MM2025 Dataset Track. May 31, 2025: We submitted our paper on the AudioSet-R Dataset to the ACM MM2025 Dataset track. The dataset used in ...
Frontiers

Medical short text classification via Soft Prompt-tuning

In recent decades, medical short texts, such as medical conversations and online medical inquiries, have garnered significant attention and research. The advances in the medical short text have ...
IEEE

A Multi-Label EEG Dataset for Mental Attention State Classification in Online Learning

Abstract: Attention is a vital cognitive process in the learning and memory environment, particularly in the context of online learning. Traditional methods for classifying attention states of online ...
IEEE

Improving Multi-Label Emotion Classification on Imbalanced Social Media Data With BERT and Clipped Asymmetric Loss

Abstract: This research addresses the challenge of multi-label emotion classification on imbalanced datasets using a BERT-based model. Emotion classification, essential for applications like social ...
Frontiers

Multi-Task Network Representation Learning

1 School of Computer Science and Technology, Xidian University, Xi'an, China 2 Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, School of Electronic ...