Results 41 to 50 of about 346,822 (289)
Defect text recognition and condition assessment method of power equipment based on BERT-BiLSTM [PDF]
PeerJ Computer ScienceThe accumulated text of power equipment defects in operation are crucial for condition evaluation and maintenance. However, different structures of defect texts and their sensitivity to the experience of operation and maintenance personnel have led to ...
Jian Shao +5 more
doaj +2 more sources
Pediatric Blood &Cancer, EarlyView.ABSTRACT Chemotherapy‐induced peripheral neuropathy remains a major complication in pediatric cancer, with disrupted somatosensory and nociceptive processing being a key aspect. This review synthesizes empirical studies on alterations in somatosensory and nociceptive processing in children and adolescents with cancer.
Julia Schweiger +4 more
wiley +1 more source
FSMJ: Feature Selection with Maximum Jensen-Shannon Divergence for Text Categorization
, 2016 In this paper, we present a new wrapper feature selection approach based on Jensen-Shannon (JS) divergence, termed feature selection with maximum JS-divergence (FSMJ), for text categorization.
He, Haibo, Tang, Bo
core +1 more source
Document representations for classification of short web-page descriptions [PDF]
Yugoslav Journal of Operations Research, 2008 Motivated by applying Text Categorization to classification of Web search results, this paper describes an extensive experimental study of the impact of bag-of- words document representations on the performance of five major classifiers - Naïve Bayes ...
Radovanović Miloš, Ivanović Mirjana
doaj +1 more source
The Feasibility of Automated Topic Analysis: An Empirical Evaluation of Deep Learning Techniques Applied to Skew-Distributed Chinese Text Classification [PDF]
Jiàoyù zīliào yǔ túshūguǎn xué, 2020 Text classification (TC) is the task of assigning predefined categories (or labels) to texts for information organization, knowledge management, and many other applications.
Yuen-Hsien Tseng
doaj +1 more source
Pediatric Blood &Cancer, EarlyView.ABSTRACT Introduction Adolescent siblings of children with cancer are at elevated risk for psychosocial problems. Unfortunately, various barriers such as limited family time and resources, conflicting schedules, and psychosocial staffing constraints at cancer centers hinder sibling access to support.
Christina M. Amaro +10 more
wiley +1 more source
Violence detection explanation via semantic roles embeddings
BMC Medical Informatics and Decision Making, 2020 Background Emergency room reports pose specific challenges to natural language processing techniques. In this setting, violence episodes on women, elderly and children are often under-reported.
Enrico Mensa +6 more
doaj +1 more source
Pediatric Blood &Cancer, EarlyView.ABSTRACT A second allogeneic (allo‐)hematopoietic stem cell transplantation (HSCT2) is a potential curative option for pediatric patients with acute lymphoblastic leukemia (ALL) following relapse after first allogeneic transplantation (HSCT1), but its efficacy is limited by high relapse rates and transplant‐related toxicity in highly pretreated ...
Ava Momm +10 more
wiley +1 more source
Toward Optimal Feature Selection in Naive Bayes for Text Categorization
, 2016 Automated feature selection is important for text categorization to reduce the feature size and to speed up the learning process of classifiers. In this paper, we present a novel and efficient feature selection framework based on the Information Theory ...
He, Haibo, Kay, Steven, Tang, Bo
core +1 more source
FEBS Letters, EarlyView.Fluorescent probes allow dynamic visualization of phosphoinositides in living cells (left), whereas mass spectrometry provides high‐sensitivity, isomer‐resolved quantitation (right). Their synergistic use captures complementary aspects of lipid signaling. This review illustrates how these approaches reveal the spatiotemporal regulation and quantitative
Hiroaki Kajiho +3 more
wiley +1 more source