Kyung-Ah Sohn

发表

Topic category analysis on twitter via cross-media strategy

Seung-Woo Choi, MoonSu Cha, Kyung-Ah Sohn, 2015, Multimedia Tools and Applications.

Embedding Senses via Dictionary Bootstrapping

Kyung-Ah Sohn, Byungkon Kang, 2017, UAI.

A multivariate regression approach to association analysis of a quantitative trait network

Eric P. Xing, Kyung-Ah Sohn, Seyoung Kim, 2008, Bioinform..

Fast, Accurate, and, Lightweight Super-Resolution with Cascading Residual Network pdf

Kyung-Ah Sohn, Byungkon Kang, Namhyuk Ahn, 2018, ECCV.

MildInt: Deep Learning-Based Multimodal Longitudinal Data Integration Framework

Kyung-Ah Sohn, Byungkon Kang, Dokyoon Kim, 2019, Front. Genet..

Improving Generative Adversarial Networks with Adaptive Control Learning

Kyung-Ah Sohn, Xiaohan Ma, Jing Sun, 2018, 2018 IEEE Visual Communications and Image Processing (VCIP).

Multi-view network-based social-tagged landmark image clustering

Kyung-Ah Sohn, So Yeon Kim, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

Generating Time Series Simulation Dataset Derived from Dynamic Time-Varying Bayesian Network

Hyun-Jin Lee, Kyung-Ah Sohn, Garam Lee, 2017, ICISA.

Relative impact of multi-layered genomic data on gene expression phenotypes in serous ovarian tumors

Kyung-Ah Sohn, Ju Han Kim, Do Kyoon Kim, 2013, BMC Systems Biology.

View Influence Analysis and Optimization for Multiview Face Recognition

Kyung-Ah Sohn, Won-Sook Lee, Kyung-ah Sohn, 2007, EURASIP J. Image Video Process..

Fast detection of high-order epistatic interactions in genome-wide association studies using information theoretic measure

Kyung-Ah Sohn, Kyubum Wee, Sangseob Leem, 2014, Comput. Biol. Chem..

LAMDA at TREC CDS track 2015 - Clinical Decision Support Track

Woo-Jin Han, Kyung-Ah Sohn, Minsung Kim, 2015, TREC.

A New Nonparametric Bayesian Model for Genetic Inference in Open Ancestral Space

Eric P. Xing, Kyung-Ah Sohn, 2006 .

Image Distortion Detection Using Convolutional Neural Network

Kyung-Ah Sohn, Byungkon Kang, Namhyuk Ahn, 2017, 2017 4th IAPR Asian Conference on Pattern Recognition (ACPR).

Efficient deep neural network for photo-realistic image super-resolution

Kyung-Ah Sohn, Byungkon Kang, Namhyuk Ahn, 2019, Pattern Recognit..

A Network Clustering Based Software Attribute Selection for Identifying Fault-Prone Modules

Kyung-Ah Sohn, Sungdo Gu, So Yeon Kim, 2015, 2015 5th International Conference on IT Convergence and Security (ICITCS).

hiHMM: Bayesian non-parametric joint inference of chromatin state maps

Peter J. Park, Kyung-Ah Sohn, Djordje Djordjevic, 2015, Bioinform..

Constructing and Exploiting Software Metrics Networks for Software Quality Assessment

Kyung-Ah Sohn, Sungdo Gu, So Yeon Kim, 2015, 2015 5th International Conference on IT Convergence and Security (ICITCS).

Computing distances between surfaces using line geometry

Bert Jüttler, Kyung-Ah Sohn, Wenping Wang, 2002, 10th Pacific Conference on Computer Graphics and Applications, 2002. Proceedings..

Graph-Based Spam Image Detection for Mobile Phone Spam Image Filtering

Kyung-Ah Sohn, So Yeon Kim, Kyung-ah Sohn, 2015, Int. J. Softw. Innov..

Hidden Markov Dirichlet Process: Modeling Genetic Recombination in Open Ancestral Space

Eric P. Xing, Kyung-Ah Sohn, 2006, NIPS.

CBDIR: Fast and effective content based document Information Retrieval system

Young-June Choi, Kyung-Ah Sohn, So Yeon Kim, 2015, 2015 IEEE/ACIS 14th International Conference on Computer and Information Science (ICIS).

Topic Model based Approach for Improved Indexing in Content based Document Retrieval

Young-June Choi, Kyung-Ah Sohn, So Yeon Kim, 2016, Int. J. Networked Distributed Comput..

Joint Estimation of Structured Sparsity and Output Structure in Multiple-Output Regression via Inverse-Covariance Regularization

Kyung-Ah Sohn, Seyoung Kim, Seyoung Kim, 2012, AISTATS.

Mobile phone spam image detection based on graph partitioning with Pyramid Histogram of Visual Words image descriptor

Kyung-Ah Sohn, So Yeon Kim, 2015, 2015 IEEE/ACIS 14th International Conference on Computer and Information Science (ICIS).

Photo-realistic Image Super-resolution with Fast and Lightweight Cascading Residual Network pdf

Kyung-Ah Sohn, Byungkon Kang, Namhyuk Ahn, 2019, ArXiv.

Bilingual Word-Embedding for Korean and English Without Word Alignments

Kyung-Ah Sohn, Min-su Kim, Moonsu Cha, 2017 .

Network-Based Visualization of Opinion Mining and Sentiment Analysis on Twitter

Kyung-Ah Sohn, Yenewondim Biadgie, Alemu Molla, 2014, 2014 International Conference on IT Convergence and Security (ICITCS).

SimUSR: A Simple but Strong Baseline for Unsupervised Image Super-resolution

Kyung-Ah Sohn, Jaejun Yoo, Namhyuk Ahn, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

A graph model based author attribution technique for single-class e-mail classification

Kyung-Ah Sohn, Tae-Sun Chung, A. NovinoNirmal, 2015, 2015 IEEE/ACIS 14th International Conference on Computer and Information Science (ICIS).

Investigating the feature collection for semantic segmentation via single skip connection pdf

Kyung-Ah Sohn, Jonghwa Yim, 2017, ArXiv.

Spectrum: joint bayesian inference of population structure and recombination events

Eric P. Xing, Kyung-Ah Sohn, 2007, ISMB/ECCB.

Knowledge boosting: a graph-based integration approach with multi-omics data and genomic knowledge for cancer clinical outcome prediction

Kyung-Ah Sohn, Marylyn D. Ritchie, Yu Rang Park, 2014, J. Am. Medical Informatics Assoc..

Restoring Spatially-Heterogeneous Distortions using Mixture of Experts Network pdf

Kyung-Ah Sohn, Namhyuk Ahn, Sijin Kim, 2020, ACCV.

Enhancing the Performance of Convolutional Neural Networks on Quality Degraded Datasets

Kyung-Ah Sohn, Jonghwa Yim, Kyung-ah Sohn, 2017, 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA).

Feature Extraction to Detect Hoax Articles

Kyung-Ah Sohn, Seong-Wan Heo, 2016 .

Finding Compact Class Sets for Korean Font Image Classification

Dongkyu Kim, Kyung-Ah Sohn, Seungwon Shin, 2017, 2017 4th IAPR Asian Conference on Pattern Recognition (ACPR).

Bayesian multi-population haplotype inference via a hierarchical dirichlet process mixture

Yee Whye Teh, Michael I. Jordan, Eric P. Xing, 2006, ICML.

A comment on two-locus epistatic interaction models for genome-wide association studies

Kyung-Ah Sohn, Kyubum Wee, 2015, J. Bioinform. Comput. Biol..

Multi-resolution Lossless Image Compression for Progressive Transmission and Multiple Decoding Using an Enhanced Edge Adaptive Hierarchical Interpolation

Kyung-Ah Sohn, Minsung Kim, Yenewondim Biadgie, 2017, KSII Trans. Internet Inf. Syst..

Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy

Kyung-Ah Sohn, Jaejun Yoo, Namhyuk Ahn, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Hidden Markov Dirichlet process: modeling genetic inference in open ancestral space

Eric P. Xing, Kyung-Ah Sohn, E. Xing, 2007 .

Database Construction & Recognition for Multi-view face

Kyung-Ah Sohn, Won-Sook Lee, 2004, FGR.

Image Super-Resolution via Progressive Cascading Residual Network

Kyung-Ah Sohn, Byungkon Kang, Namhyuk Ahn, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Anonymous Author Similarity Identification

Kyung-Ah Sohn, Kaleab Getaneh Tefrie, Alemu Molla Kebede, 2015, 2015 5th International Conference on IT Convergence and Security (ICITCS).

Investigating the utility of clinical outcome-guided mutual information network in network-based Cox regression

Kyung-Ah Sohn, Kyubum Wee, Hyun-hwan Jeong, 2015, BMC Systems Biology.

A graph model based feature set selection from short texts with application to document novelty detection

Kyung-Ah Sohn, Tae-Sun Chung, A. NovinoNirmal, 2017, Intelligent Data Analysis.

Face recognition using computer-generated database

Kyung-Ah Sohn, Won-Sook Lee, Kyung-ah Sohn, 2004, Proceedings Computer Graphics International, 2004..

Gated Convolutional Neural Networks for Text Classification

Kyung-Ah Sohn, Rize Jin, Jin Sun, 2021 .

Is Your Chatbot Perplexing?: Confident Personalized Conversational Agent for Consistent Chit-Chat Dialogue

Kyung-Ah Sohn, Young Yun Na, Junekyu Park, 2021, ICAART.

What is Wrong with One-Class Anomaly Detection? pdf

Kyung-Ah Sohn, Namhyuk Ahn, Jeong-Hyeon Moon, 2021, ArXiv.

Dynamic Facial Expression Understanding Using Deep Spatiotemporal LDSP On Spark

Kyung-Ah Sohn, Md Azher Uddin, Joolekha Bibi Joolee, 2021, IEEE Access.

Improving BERT-based Sentiment Analysis Model using Graph-based Ranking Mechanism

Kyung-Ah Sohn, Junekyu Park, 2021 .

Multi-layered network-based pathway activity inference using directed random walks: application to predicting clinical outcomes in urologic cancer

Kyung-Ah Sohn, Do Kyoon Kim, Eun Kyung Choe, 2021, Bioinform..

Biological Brain Age Prediction Using Cortical Thickness Data: A Large Scale Cohort Study

Kyung-Ah Sohn, Jeong-Hyeon Shin, Byungkon Kang, 2018, Front. Aging Neurosci..

MicroRNA-centric measurement improves functional enrichment analysis of co-expressed and differentially expressed microRNA clusters

Kyung-Ah Sohn, Ju Han Kim, Su Yeon Lee, 2012, BMC Genomics.

Integrative information theoretic network analysis for genome-wide association study of aspirin exacerbated respiratory disease in Korean population

Kyung-Ah Sohn, Kyubum Wee, Dokyoon Kim, 2017, BMC Medical Genomics.

Robust pathway-based multi-omics data integration using directed random walks for survival prediction in multiple cancer studies

Kyung-Ah Sohn, Hyun-Hwan Jeong, Jeong-Hyeon Moon, 2019, Biology Direct.

Integrative network analysis for survival-associated gene-gene interactions across multiple genomic profiles in ovarian cancer

Kyung-Ah Sohn, Kyubum Wee, Sangseob Leem, 2015, Journal of Ovarian Research.

Identification of epigenetic interactions between miRNA and DNA methylation associated with gene expression as potential prognostic markers in bladder cancer

Kyung-Ah Sohn, Dokyoon Kim, Manu Shivakumar, 2017, BMC Medical Genomics.