Within the framework of the SOMLibndigital library project we have proposed the utilization of unsupervisednartificial neural networks for document classification and an intuitivenuser interface relying on metaphor graphics for visualization of thencontents of the digital libraryMerkl, D....
The quality and quantity of disintegrated gases have a prominent function in assessing the fault type in PTs5,6. Many conventional techniques have been developed to analyze transformer faults with gas chromatography; a procedure where a chemical combination transported through a gas or liquid is broke...
This research project studies theoretical foundations and practical uses of text visualization techniques. As a contribution to theory, the research project ... J Nualart-Vilaplana 被引量: 0发表: 2016年 Scalable feature selection, classification and signature generation for organizing large text databases...
Monocular deprivation (MD) during the critical period (CP) has enduring effects on visual acuity and the functioning of the visual cortex (V1). This experience-dependent plasticity has become a model for studying the mechanisms, especially glutamatergic and GABAergic receptors, that regulate amblyopia...
First, from a pathological perspective, since adenoma is a high-risk factor for CRC, our main goal was to distinguish adenomas from other types of polyps. Second, our previous model showed that multi-classification of polyps reduced sensitivity. The specific reasons and visualization results can ...
Explore your data using visualization techniques Explore your data using analytics Prepare data for model building Model evaluation Evaluate your model's performance Use advanced metrics in your analyses View model candidates in the model leaderboard Metrics reference Predictions with custom models Make sing...
Currently, malware is one of the most serious threats to Internet security. In this paper we propose a malware classification algorithm that uses static fe... S Ni,Q Qian,R Zhang - 《Computers & Security》 被引量: 2发表: 2018年 Automatic Classification and Visualization of Text Data on Rar...
t-SNE visualization of embeddings from models’ penultimate layer using different loss functions. Installation Instructions to install MONAI can be found here and the appropriate version of Pytorch using locally. Packages used in the current version of this code. monai==1.3.0 torch==2.1.0+cu118...
& Dan, Y. Calcium imaging of sleep-wake related neuronal activity in the dorsal pons. Nat. Commun. 7, 10763 (2016). Article CAS PubMed PubMed Central Google Scholar Resendez, S. L. et al. Visualization of cortical, subcortical and deep brain neural circuit dynamics during naturalistic ...
We also experimented with various techniques for class imbalance, including oversampling, weighting51, and adjusting our models to use a focal loss function52. The results of these experiments are shown in Table 2. In order to provide an accurate assessment of model performance in light of noisy...