A5071512797- Transgenic Plants and Applications
- Toxin Mechanisms and Immunotoxins
- Time Series Analysis and Forecasting
- Privacy-Preserving Technologies in Data
- Complex Network Analysis Techniques
- Neural Networks and Applications
- Caching and Content Delivery
- Surgical Sutures and Adhesives
- Human Mobility and Location-Based Analysis
- Polymer Nanocomposite Synthesis and Irradiation
- Food Quality and Safety Studies
- Nutrition, Health and Food Behavior
- Polymer composites and self-healing
- Plant tissue culture and regeneration
- Advanced Computing and Algorithms
- Natural Products and Biological Research
- Indoor Air Quality and Microbial Exposure
- Traffic Prediction and Management Techniques
- Consumer Perception and Purchasing Behavior
- EEG and Brain-Computer Interfaces
- Recommender Systems and Techniques
- ECG Monitoring and Analysis
- Technology and Data Analysis
- Education, Safety, and Science Studies
- Urban Green Space and Health
Ewha Womans University
2018-2024
Korea Institute of Fusion Energy
2023
Rural Development Administration
2023
Chung-Ang University
2021-2023
Konkuk University
2023
Johannes Kepler University of Linz
2023
Dankook University
2015
Pukyong National University
2007
Interface (United States)
2005
Columbia University
2005
A new family of highly elastic polyurethanes (PUs) partially based on renewable isosorbide were prepared by reacting hexamethylene diisocyanate with a various ratios and polycarbonate diol 2000 (PCD) via one-step bulk condensation polymerization without catalyst. The influence the isorsorbide/PCD ratio properties PU was evaluated. successful synthesis PUs confirmed Fourier transform-infrared spectroscopy (1)H nuclear magnetic resonance. resulting showed high number-average molecular weights...
ECG pattern classification for identifying the progress status of various heart diseases is a typical nonlinear problem. Therefore, deep learning-based automatic diagnosis being widely studied, and this purpose, CNN mainly used to classify patterns. In case, it hard expect any further improvement in accuracy after optimizing parameters. We propose shallow domain knowledge injection method that can improve existing parameter-optimized CNN. The proposed by effectively injecting knowledge, be...
Ilchan Song, Young Koung Lee, Jin Wook Kim, Seung-Won Se Ra Park, Hae Kyung Soyeon Oh, Kinarm Ko, Mi Soon Ju Dae Heon Moon-Soo Do Sun and Kisung Ko. Mol. Cells 2021;44:770-9. https://doi.org/10.14348/molcells.2021.2002
Abstract This study was carried out to investigate the eating habits and preference of snacks for students in Chungnam province. Questionnaires were collected from 333 students, which divided into male female, food nutrition majors non-majors, weight groups according BMI. The results obtained as follows; 1. 62.8% responded that they healthy. A significant difference on health question found between female ( p <.05). Male more positively related than females, saying felt healthy (71.1%)....
Genomics & Informatics (NLM title abbreviation: Inform) is the official journal of Korea Genome Organization. Text corpus for this annotated with various levels linguistic information would be a valuable resource as process extraction requires syntactic, semantic, and higher natural language processing. In study, we publish our new called GNI Corpus version 1.0, extracted from full texts Informatics, NLTK (Natural Language ToolKit)-based text mining script. The preliminary could used...
Over the past few years, number of users social network services has been exponentially increasing and it is now a natural source data that can be used by recommendation systems to provide important humans analyzing applicable providing personalized information users. In this paper, we propose an technique enables smart recommendations based on two specific types analysis user behaviors, such as influence activity. The components measure activity are identified. accuracy verified using Yelp...
As big data technologies for IoT services develop, cross-service distributed learning techniques of multivariate deep models on time-series collected from various sources are becoming important. Vertical federated (VFDL) is used models. Existing VFDL methods with reasonable performance require a large communication amount. On the other hand, existing communication-efficient have relatively low performance. We propose TT-VFDL-SIM, which can achieve improved over centralized training or in...
By training a multivariate deep learning model distributed across existing IoT services using vertical federated learning, expanded could be constructed cost-effectively while preserving the independent data architecture of each service. Previously, we proposed design approach for considering domain characteristics. Also, our previous method, designed leveraging approach, achieved improved performance, especially in domains, compared to other representative mechanisms. However, method was...
Background and objective: This study was conducted to find out the psychological physiological effects of creating a seasonal roadside flowerscape on police officials.Methods: Police officials created managed spring in outer space their workplace, through which stability, relaxation, attention could be examined brainwave changes. EEG measurements surveys were twice before after experiment total 18 men women with an average age 37.1 ± 9.0.Results: As result investigating changes ECG...
The development of a new skin adhesive that can be used inside and outside the body, which prevents infection has fewer scars less side effects, is currently attracting attention from scientific community. To improve biocompatibility, prepolymer allyl 2-cyanoacrylate (PAC) 2-octyl cyanoacrylate (OC) were mixed in various proportions tested for their therapeutic potential as adhesives. A series samples prepared by mixing PAC, OC, additives with % (w/w) ratios 100:0:0, 0:100:0, 70:0:30,...
Abstract Prostate specific antigen (PSA) and prostatic acid phosphatase (PAP) have been considered as immunotherapeutic antigens for prostate cancer. The use of a single antigenic agent is unlikely to be effective in eliciting responses due the heterogeneous multifocal nature Thus, multiple combined enhance their anti-cancer effects. In current study, PSA PAP were fused crystallizable region (Fc region) immunoglobulin G1 tagged with KDEL, endoplasmic reticulum (ER) retention signal motif,...