Scientific Research Publishing

Assessment of Forest Reserve Deforestation in the Federal Capital Territory (FCT), Nigeria ()

Figures 12-14 are the land use/land cover maps of existing forest reserves in the FCT, namely; Tufa in Abaji, Chihuma, Chikwei, Kusoru and Shaba in Bwari, Maje Abuchi in Gwagwalada, then, Buga Hill, ...
Tennessean

TSSAA football Division II classification method has changed. See how it works

The TSSAA Board of Control has eliminated the success formula for Division II-AA and DII-AAA football teams. A new method will establish a minimum of 12 teams in DII-AAA, with the largest schools by ...
IEEE

Research on Two-branch Semi-supervised Classification Method Based on Incremental Dictionary Learning for Hyperspectral Image

Abstract: Hyperspectral image contains rich spectral and spatial information. The existing hyperspectral image classification methods, which rely solely on superpixel level features, suffer from the ...
ascopubs.org

Self-Supervised Transformer-Based Pipeline for Liver Tumor Segmentation and Type Classification

Exploring the Past and Current Landscape of Biomarker-Driven Clinical Trials Through Large Language Models First, we pretrained the encoder of a transformer-based network using a self-supervised ...
ascopubs.org

Self-Supervised Transformer-Based Pipeline for Liver Tumor Segmentation and Type Classification

First, we pretrained the encoder of a transformer-based network using a self-supervised approach on unlabeled abdominal computed tomography images. Subsequently, we fine-tuned the segmentation network ...
Frontiers

OpenLabCluster: active learning based clustering and classification of animal behaviors based on kinematic body keypoints

Quantifying natural behavior from video recordings is a key component in ethological studies. Markerless pose estimation methods have provided an important step toward that goal by automatically ...
Scientific Research Publishing

Lu, D., & Weng, Q. (2007). A Survey of Image Classification Methods and Techniques for Improving Classification Performance. International Journal of Remote Sensing, 28, 823-870.

ABSTRACT: Change-detection analysis highlighted significant declines in sparse forest (−72.88%) and wetlands (−73.49%), alongside a substantial increase in bare land (+55.26%). These trends underscore ...
Frontiers

VAE deep learning model with domain adaptation, transfer learning and harmonization for diagnostic classification from multi-site neuroimaging data

The acquisition sites include: CALTECH, California Institute of Technology; CMU, Carnegie Mellon University; KKI, Kennedy Krieger Institute; LEUVEN, University of Leuven; MAX, Ludwig Maximilians ...
EurekAlert!

A review on multi-view learning

Multi-view learning is gradually becoming a well-established domain within machine learning that tackles problems involving the availability of multiple views or sources of data. Existing multi-view ...
IEEE

Self-Supervised Time Series Classification Method Based on FRFT Cross-Channel Fusion

Abstract: Recently, self-supervised representation learning has been widely applied to various time series tasks (e.g., electric device classification). However, building models for large-scale time ...