Published in Journal of Big Data
Brain computer interface (BCI) systems have been regarded as a new way of communication for humans. In this research, common methods such as wavelet transform are applied in order to extract features. However, genetic algorithm (GA), as an evolutionary method, is used to select features. Finally, classification was done using the two approaches sup...
Published in Journal of Big Data
The process of big data handling refers to the efficient management of storage and processing of a very large volume of data. The data in a structured and unstructured format require a specific approach for overall handling. The classifiers analyzed in this paper are correlative naïve Bayes classifier (CNB), Cuckoo Grey wolf CNB (CGCNB), Fuzzy CNB ...
Published in BMC Psychiatry
BackgroundBinary categorical approaches to diagnosing depression have been widely criticized due to clinical limitations and potential negative consequences. In place of such categorical models of depression, a ‘staged model’ has recently been proposed to classify populations into four tiers according to severity of symptoms: ‘Wellness;’ ‘Distress;...
V práci byl vyvinut software ke generování křížovek, který z propojených dat projektu Wikidata získává slova s legendami a sématickou kategorizací. Je implementována heuristika konstruující křížovky s modifikací, jenž umožňuje upřednostňovat slova z kategorií, které si zvolil uživatel. V práci je také vytvořeno jednoduché webové uživatelské rozhran...
Tato práce se zaměřuje na problém Rozpoznávánı́ emocı́, který spadá do třı́dy problémů Zpracovánı́ přirozeného jazyka. Cı́lem této práce bylo vytvořit modely strojového učenı́ na rozpoznánı́ emocı́ z textu a ze zvuku. Práce základně seznámı́ čtenáře s tı́mto problémem, s možnostmi reprezentace emocı́, s dostupnými datovými sadami a s existujı́cı́mi...
Published in Forest Ecosystems
BackgroundAnoplophora glabripennis (Motschulsky), commonly known as Asian longhorned beetle (ALB), is a wood-boring insect that can cause lethal infestation to multiple borer leaf trees. In Gansu Province, northwest China, ALB has caused a large number of deaths of a local tree species Populus gansuensis. The damaged area belongs to Gobi desert whe...
Published in Injury
Hip fractures are a global health burden, with an incidence that is projected to increase from 66,000/year currently in the United Kingdom to 100,000/year by 2033. The classification of intertrochanteric fractures is key to the treatment algorithms advising on their surgical management. The AO/OTA classification is the most commonly used system, in...
Published in Injury
Given the drawbacks of a femoral intertrochanteric fracture classification based on 2-dimensional radiographic imaging, an artificial intelligence-based classification system- the Tang classification system-which uses 3-dimensional image analysis, has previously been developed. This study explored the reliability of the Tang classification by compa...
Published in Journal of autism and developmental disorders
To examine reliability and validity of the new Social Motor Function Classification System for Children with Autism Spectrum Disorders (SMFCS-ASD). The SMFCS-ASD reliability was examined on 25 children (62.4 months SD 7.8) with ASD among six physical therapists. The validity study involved 1001 children (57.0 months, SD 9.9) with ASD using the gros...
Published in Neurosurgical review
Since there are many approaches for successful craniopharyngioma resection, how to choose a suitable approach remains problematic. The aim of this study was to summarize experience of approach selection and outcomes of craniopharyngioma resection in our institute. The data of 182 primary craniopharyngiomas between January 2013 and June 2019 were re...
