논문 및 연구활동 |
- 연구활동(주요논문)
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[논문]
김재식, 손경아, Dokyoon Kim,
HiG2Vec: Hierarchical Representations of Gene Ontology and Genes in the Poincaré Ball
, BIOINFORMATICS
, pp.1
-10
(Mar, 2021)
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[논문]
김소연, Eun Kyung Choe, Manu Shivakumar, 손경아, Dokyoon Kim,
Multi-layered network-based pathway activity inference using directed random walks: application to predicting clinical outcomes in urologic cancer
, BIOINFORMATICS
, pp.1
-8
(Feb, 2021)
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[논문]
이가람, 노광식, 강병곤, Alzheimer's Disease Neuroimaging Initiative, 손경아, 김도균,
Predicting Alzheimer’s disease progression using multi-modal deep learning approach
, SCIENTIFIC REPORTS
, pp.1
-12
(Feb, 2019)
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[논문]
손경아, Joshua W. K. Ho, 정현환, Djordje Djordjevic, Peter J. Park, 김주한,
hiHMM: Bayesian non-parametric joint inference of chromatin state maps
, BIOINFORMATICS
, Vol.31
, No.13
, pp.2066
-2074
(Jul, 2015)
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[논문]
Joshua W.K.Ho, 손경아, Peter J. Park,
Comparative analysis of metazoan chromatin organization
, NATURE
, Vol.512
, No.7515
, pp.449
-452
(Aug, 2014)
- 국제학술논문지
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[논문]
문정현, 안남혁, 손경아,
Decomposing texture and semantic for out-of-distribution detection
, EXPERT SYSTEMS WITH APPLICATIONS
, pp.1
-12
(Mar, 2024)
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[논문]
안남혁, 손경아, 유재준,
Data Augmentation for Low-Level Vision: CutBlur and Mixture-of-Augmentation
, INTERNATIONAL JOURNAL OF COMPUTER VISION
, pp.1
-19
(Jan, 2024)
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[논문]
KHAN JEBRAN, Kashif Ahmad, 손경아,
An Efficient Character-level Adversarial Attack Inspired by Textual Variations in Online Social Media Platforms
, COMPUTER SYSTEMS SCIENCE AND ENGINEERING
, pp.2869
-2894
(Nov, 2023)
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[논문]
신현진, 손경아, 우현구, 이성주,
Comparing research trends with patenting activities in the biomedical sector: The case of dementia
, TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE
, pp.1
-17
(Oct, 2023)
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[논문]
장승민, 김소연, 문정현, 손경아,
CEAT: Curvature feature Extractor using Action based Triplet learning for Action Segmentation
, IEEE Access
, pp.1
-10
(Jul, 2023)
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[논문]
왕세희, 김소연, 손경아,
ClearF++: Improved Supervised Feature Scoring Using Feature Clustering in Class-Wise Embedding and Reconstruction
, BIOENGINEERING
, Vol.10
, No.7
, pp.1
-13
(Jul, 2023)
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[논문]
김장욱, 김소연, 손경아,
Dataset Bias Prediction for Few-Shot Image Classification
, Electronics
, Vol.12
, No.11
, pp.1
-14
(May, 2023)
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[논문]
문정현, 유준형, 손경아,
Attention-guided residual frame learning for video anomaly detection
, MULTIMEDIA TOOLS AND APPLICATIONS
, pp.1
-18
(Jan, 2023)
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[논문]
안남혁, 강병곤, 손경아,
Efficient deep neural network for photo-realistic image super-resolution
, PATTERN RECOGNITION
, pp.1
-13
(Jul, 2022)
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[논문]
Md Azher Uddin, Joolekha Bibi Joolee, 손경아,
Deep Multi-Modal Network Based Automated Depression Severity Estimation
, IEEE TRANSACTIONS ON AFFECTIVE COMPUTING
, pp.1
-16
(Jun, 2022)
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[논문]
김재식, 윤재승, Hong-Hee Won, Sang-Hyuk Jung, Seon-Ah Cha, Seung-Hyun Ko, Yu-Bae Ahn, 손경아, Dokyoon Kim,
A Deep Learning Model for Screening Type 2 Diabetes from Retinal Photographs
, NUTRITION METABOLISM AND CARDIOVASCULAR DISEASES
, pp.1218
-1226
(May, 2022)
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[논문]
문정현, 유준형, 손경아,
An ensemble approach to anomaly detection using high- and low-variance principal components
, COMPUTERS & ELECTRICAL ENGINEERING
, pp.1
-10
(Apr, 2022)
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[논문]
UDDIN MD AZHER, JOOLEKHA BIBI JOOLEE, 손경아, YOUNG-KOO LEE,
A Novel Multi-Modal Network-Based Dynamic Scene Understanding
, ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS
, pp.1
-19
(Jan, 2022)
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[논문]
왕세희, 우유리, 손경아, 김혜성,
Epidemiology, Comorbidities, and Prescription Patterns of Korean Prurigo Nodularis Patients: A Multi-Institution Study
, JOURNAL OF CLINICAL MEDICINE
, pp.1
-12
(Dec, 2021)
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[논문]
김재식, 손경아, Eui Kyu Chie, Hyun-Cheol Kang, Jung-Hak Kwak, Kyu Joo Park, Min Jung Kim, Sang-Hyuk Jung, Seung-Bum Ryoo, Seung-Yong Jeong, Dokyoon Kim, 박지원,
A Novel Scoring System for Response of Preoperative Chemoradiotherapy in Locally Advanced Rectal Cancer Using Early-Treatment Blood Features Derived From Machine Learning
, FRONTIERS IN ONCOLOGY
, pp.1
-11
(Nov, 2021)
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[논문]
김재식, 손경아, Dokyoon Kim,
HiG2Vec: Hierarchical Representations of Gene Ontology and Genes in the Poincaré Ball
, BIOINFORMATICS
, pp.1
-10
(Mar, 2021)
-
[논문]
김소연, Eun Kyung Choe, Manu Shivakumar, 손경아, Dokyoon Kim,
Multi-layered network-based pathway activity inference using directed random walks: application to predicting clinical outcomes in urologic cancer
, BIOINFORMATICS
, pp.1
-8
(Feb, 2021)
-
[논문]
UDDIN MD AZHER, JOOLEKHA BIBI JOOLEE, 손경아,
Dynamic Facial Expression Understanding Using Deep Spatiotemporal LDSP On Spark
, IEEE ACCESS
, pp.16866
-16877
(Jan, 2021)
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[논문]
서정렬, Teemu H. Laine, 오규환, 손경아,
EEG-based emotion classification for Alzheimer’s disease patients using conventional machine learning and recurrent neural network models
, SENSORS
, pp.1
-26
(Dec, 2020)
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[논문]
MA XIAOHAN, 손경아, Rize Jin, 백준영, 정태선,
An Adaptive Control Algorithm for Stable Training of Generative Adversarial Networks
, IEEE ACCESS
, Vol.7
, pp.184103
-184114
(Dec, 2019)
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[논문]
서정렬, Teemu H. Laine, 손경아,
An Exploration of Machine Learning Methods for Robust Boredom Classification Using EEG and GSR Data..
, SENSORS
, pp.1
-20
(Oct, 2019)
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[논문]
Ji-Yong Sung, 손경아, Hyun-Tae Shin, Soo-Yong Shin, WoongYang Park, Je-Gun Joung,
Assessment of intratumoral heterogeneity with mutations and gene expression profiles
, PLoS ONE
, pp.1
-15
(Jul, 2019)
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[논문]
왕세희, 정현환, 손경아,
ClearF: a supervised feature scoring method to find biomarkers using class-wise embedding and reconstruction
, BMC MEDICAL GENOMICS
, pp.1
-12
(Jul, 2019)
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[논문]
김태림, 정현환, 손경아,
Topological integration of RPPA proteomic data with multi-omics data for survival prediction in breast cancer via pathway activity inference
, BMC MEDICAL GENOMICS
, pp.1
-14
(Jul, 2019)
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[논문]
이가람, 강병곤, Kwangsik Nho, 손경아, Dokyoon Kim,
MildInt: Deep Learning-Based Multimodal Longitudinal Data Integration Framework
, FRONTIERS IN GENETICS
, pp.1
-7
(Jun, 2019)
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[논문]
김소연, 김재식, 문정현, 정현환, 손경아,
Robust pathway-based multi-omics data integration using directed random walks for survival prediction in multiple cancer studies
, BIOLOGY DIRECT
, pp.1
-13
(Apr, 2019)
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[논문]
이가람, 노광식, 강병곤, Alzheimer's Disease Neuroimaging Initiative, 손경아, 김도균,
Predicting Alzheimer’s disease progression using multi-modal deep learning approach
, SCIENTIFIC REPORTS
, pp.1
-12
(Feb, 2019)
-
[논문]
서정렬, Teemu H. Laine, 손경아,
Machine learning approaches for boredom classification using EEG..
, JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING
, pp.1
-16
(Jan, 2019)
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[논문]
김소연, 김태림, 정현환, 손경아,
Integrative pathway-based survival prediction utilizing the interaction between gene expression and DNA methylation in breast cancer
, BMC MEDICAL GENOMICS
, Vol.68
, pp.33
-43
(Sep, 2018)
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[논문]
AYCHEH HABTAMU MINASSIE, 성준경, 강병곤, Duk L. Na, Jeong-Hyeon Shin, 손경아, 서상원,
Biological Brain Age Prediction Using Cortical Thickness Data: A Large Scale Cohort Study
, Frontiers in Aging Neuroscience
, Vol.252
, pp.1
-14
(Aug, 2018)
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[논문]
Yenewondim Sinshaw, 김민성, 손경아,
Multi-resolution Lossless Image Compression for Progressive Transmission and Multiple Decoding Using an Enhanced Edge Adaptive Hierarchical Interpolation
, KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS
, Vol.11
, No.12
(Dec, 2017)
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[논문]
ARUL RAYAN NAVINO NIRMAL, 정태선, 손경아,
A graph model based feature set selection from short texts with application to document novelty detection
, INTELLIGENT DATA ANALYSIS
, Vol.21
, No.5
, pp.1117
-1139
(Oct, 2017)
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[논문]
이가람, 김소연, Lisa Bang, 손경아, 김도균,
Identifying subtype-specific association between gene expression and DNA methylation profiles in breast cancer
, BMC MEDICAL GENOMICS
, Vol.10
, No.1
, pp.53
-63
(May, 2017)
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[논문]
Manu Shivakumar, Lisa Bang, Tullika Garg, Younghee Lee, 손경아, 김도균,
Identification of epigenetic interactions between miRNA and DNA methylation associated with gene expression as potential prognostic markers in bladder cancer
, BMC MEDICAL GENOMICS
, Vol.10
, No.1
, pp.65
-75
(May, 2017)
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[논문]
왕세희, 박해심, 위규범, 김도균, 정현환, 김승현, 손경아,
Integrative information theoretic network analysis for genome-wide association study of aspirin exacerbated respiratory disease in Korean population
, BMC MEDICAL GENOMICS
, Vol.10
, pp.33
-44
(May, 2017)
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[논문]
Yenewondim Sinshaw, 손경아,
Speed-up Feature Detector using Adaptive Accelerated Segment Test
, IETE TECHNICAL REVIEW
, pp.492
-504
(Oct, 2016)
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[논문]
조승우, 차문수, 손경아,
Topic category analysis on twitter via cross-media strategy
, MULTIMEDIA TOOLS AND APPLICATIONS
, pp.12879
-12899
(Oct, 2016)
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[논문]
VANGIMALLA REDDY RANI, 정현환, 손경아,
Integrative Regression Network for Genomic Association Study
, BMC MEDICAL GENOMICS
, pp.27
-39
(Aug, 2016)
-
[논문]
TEFRIE KALEAB GETANEH, 손경아,
Automated Disease Outbreak Detection and Analysis
, LECTURE NOTES IN ELECTRICAL ENGINEERING
, pp.985
-993
(Feb, 2016)
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[논문]
차문수, 김소연, 이민준, 최영준, 하재희, 손경아,
Topic Model based Approach for Improved Indexing in Content based Document Retrieval
, INTERNATIONAL JOURNAL OF NETWORKED AND DISTRIUTED COMPUTING
, Vol.4
, No.1
, pp.55
-64
(Jan, 2016)
-
[논문]
김소연, 손경아,
Graph-Based Spam Image Detection for Mobile Phone Spam Image Filtering
, INTERNATIONAL JOURNAL OF SOFTWARE INNOVATION
, Vol.3
, No.4
, pp.72
-86
(Oct, 2015)
-
[논문]
손경아, 위규범,
A comment on two-locus epistatic interaction models for genome-wide association studies
, JOURNAL OF BIOINFORMATICS AND COMPUTATIONAL BIOLOGY
, Vol.13
, No.6
, pp.1571004-1
-1571004-15
(Aug, 2015)
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[논문]
정현환, 위규범, 임상섭, 손경아,
Integrative network analysis for survival-associated gene-gene interactions across multiple genomic profiles in ovarian cancer
, JOURNAL OF OVARIAN RESEARCH
, Vol.8
, No.42
, pp.1
-15
(Jul, 2015)
-
[논문]
손경아, Joshua W. K. Ho, 정현환, Djordje Djordjevic, Peter J. Park, 김주한,
hiHMM: Bayesian non-parametric joint inference of chromatin state maps
, BIOINFORMATICS
, Vol.31
, No.13
, pp.2066
-2074
(Jul, 2015)
-
[논문]
나영지, 손경아, 김주한,
Interpretation of personal genome sequencing data in terms of disease ranks based on mutual information
, BMC MEDICAL GENOMICS
, Vol.8
, pp.1
-10
(May, 2015)
-
[논문]
VANGIMALLA REDDY RANI, 손경아,
Discovering genomic associations on cancer datasets by applying sparse regression methods
, LECTURE NOTES IN ELECTRICAL ENGINEERING
, Vol.339
, pp.713
-720
(Feb, 2015)
-
[논문]
김소연, Yenewondim Biadgie, 손경아,
Investigating the Effectiveness of E-mail Spam Image Data for Phone Spam Image Detection Using Scale Invariant Feature Transform Image Descriptor
, LECTURE NOTES IN ELECTRICAL ENGINEERING
, Vol.339
, pp.591
-598
(Feb, 2015)
-
[논문]
정현환, 김소연, 위규범, 손경아,
Investigating the Utility of Clinical Outcome-guided Mutual Information Network in Network-based Cox Regression
, BMC SYSTEMS BIOLOGY
, Vol.9
, pp.1
-12
(Jan, 2015)
-
[논문]
Joshua W.K.Ho, 손경아, Peter J. Park,
Comparative analysis of metazoan chromatin organization
, NATURE
, Vol.512
, No.7515
, pp.449
-452
(Aug, 2014)
-
[논문]
김도균, 손경아, 신현정, Marylin D. Richie, 박유랑, 정제근, 김주한,
Knowledge Boosting: A graph-based integration with multi-omics data and genomic knowledge for cancer clinical outcome prediction
, JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
, pp.1
-10
(Jul, 2014)
-
[논문]
임상섭, 위규범, 이중섭, 정현환, 손경아,
Fast detection of high-order epistatic interactions in genome-wide association studies using information theoretic measure
, COMPUTATIONAL BIOLOGY AND CHEMISTRY
, Vol.50
, pp.19
-28
(Jun, 2014)
-
[논문]
김도균, 손경아, 신현정, Anurag Verma, Marylyn D. Ritchie, 김주한,
Incorporating inter-relationships between different levels of genomic data into cancer clinical outcome prediction
, METHODS
, Vol.67
, No.3
, pp.344
-353
(Jun, 2014)
-
[논문]
손경아, 김도균, 임재현, 김주한,
Relative impact of multi-layered genomic data on gene expression phenotypes in serous ovarian tumors
, BMC SYSTEMS BIOLOGY
, Vol.7(suppl 6)
, pp.1
-11
(Dec, 2013)
-
[논문]
이수연, 손경아, 김주한,
MicroRNA-centric measurement improves functional enrichment analysis of co-expressed and differentially expressed microRNA clusters
, BMC GENOMICS
, Vol.13
, pp.1
-13
(Dec, 2012)
-
[논문]
손경아, Zoubin Ghahramani, Eric P. Xing,
Robust estimation of local genetic ancestry in admixed populations using a nonparametric Bayesian approach
, GENETICS
, Vol.191
, No.4
, pp.1295
-1308
(Aug, 2012)
-
[논문]
손경아, Eric P. Xing, Seyoung Kim,
A multivariate regression approach to association analysis of a quantitative trait network
, BIOINFORMATICS
, Vol.25
, No.12
, pp.204
-212
(Jun, 2009)
-
[논문]
손경아, Eric P. Xing,
A hierarchical Dirichlet process mixture model for haplotype reconstruction from multi-population data
, ANNALS OF APPLIED STATISTICS
, Vol.3
, No.2
, pp.791
-821
(Jun, 2009)
-
[논문]
이원숙, 손경아,
View influence analysis and optimization for multiview face recognition
, EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING
, Vol.2007
, No.2
, pp.1
-8
(Aug, 2007)
-
[논문]
손경아, Eric P. Xing,
Spectrum: joint Bayesian inference of population structure and recombination events
, BIOINFORMATICS
, Vol.23
, No.13
, pp.479
-489
(Jul, 2007)
-
[논문]
Eric P. Xing, 손경아,
Hidden Markov Dirichelt Process: Modeling Genetic inference in open ancestral space
, BAYESIAN ANALYSIS
, Vol.2
, No.3
, pp.501
-528
(Jan, 2007)
- 국내학술논문지
-
[논문]
박준규, 손경아,
Improving BERT-based Sentiment Analysis Model using Graph-based Ranking Mechanism
, 정보과학회 컴퓨팅의 실제 논문지
, pp.90
-97
(Feb, 2021)
-
[논문]
임종화, 손경아,
깊은 신경망에서 단일 중간층 연결을 통한 물체 분할 능력의 심층적 분석
, 정보과학회논문지(JOURNAL OF KIISE)
, Vol.44
, No.12
, pp.1584
-1589
(Dec, 2017)
-
[논문]
허성완, 손경아,
낚시성 인터넷 신문기사 검출을 위한 특징 추출
, 정보과학회논문지(JOURNAL OF KIISE)
, Vol.43
, No.11
, pp.1210
-1215
(Nov, 2016)
-
[논문]
한우진, 손경아,
콘텐트 기반의 이미지검색을 위한 분류기 접근방법
, 한국통신학회논문지
, Vol.41
, No.7
, pp.816
-822
(Jul, 2016)
-
[논문]
구성도, 손경아,
스마트 환경에서 행위 인식을 위한 센서 선정 기법
, 정보과학회논문지(JOURNAL OF KIISE)
, Vol.42
, No.8
, pp.1031
-1038
(Aug, 2015)
-
[논문]
정현환, 손경아,
Relevance epistasis network of Gastritis for intra-chromosomes in the Korea Associated Resource(KARE) cohort study
, Genomics & Informatics
, Vol.12
, No.4
, pp.216
-224
(Dec, 2014)
-
[논문]
VANGIMALLA REDDY RANI, 손경아,
고차원 다중 유전체 데이터를 이용한 유전적 연관 네트워크 추출 및 분석
, 정보과학회지
, Vol.32
, No.3
, pp.54
-60
(Mar, 2014)
- 국제학술발표
-
[학술회의]
한지은, 손경아,
Fluency Matters! Controllable Style Transfer with Syntax Guidance
, Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis
(Jul, 2023)
-
[학술회의]
이병한, 손경아, 김재식, 박준규,
Improving Unsupervised Out-of-domain detection through Pseudo Labeling and Learning
, The 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL)
(May, 2023)
-
[학술회의]
김지윤, 손경아, 이병한,
Why is it hate speech? Masked Rationale Prediction for Explainable Hate Speech Detection
, International Conference on Computational Linguistics (COLING)
(Oct, 2022)
-
[학술회의]
신욱수, 손경아, 문정현, 안남혁,
Exploiting Distortion Information for Multi-degraded Image Restoration
, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops (NTIRE 2022)
, pp.537
-546
(Jun, 2022)
-
[학술회의]
김재식, Mansu Kim, Dokyoon Kim, Li Shen, Qi Long, 손경아, Heng Huang, Jeffrey Qu,
Interpretable temporal graph neural network for prognostic prediction of Alzheimer’s disease using longitudinal neuroimaging data
, IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
(Dec, 2021)
-
[학술회의]
박준규, 손경아, 문정현, 안남혁,
What is Wrong with One-Class Anomaly Detection?
, International Conference on Learning Representations: Workshop on Security and Safety in Machine Learning Systems
(May, 2021)
-
[학술회의]
나영윤, 손경아, 박준규,
Is Your Chatbot Perplexing?: Confident Personalized Conversational Agent for Consistent Chit-Chat Dialogue
, 13th International Conference on Agents and Artificial Intelligence
(Feb, 2021)
-
[학술회의]
조민제, 손경아, 신욱수,
Impact of Image Pre-processing on Super-resolution-based Fax Image Enhancement
, The 6th International Conference on Next Generation Computing 2020
(Dec, 2020)
-
[학술회의]
김희진, 손경아,
How Positive Are You: Text Style Transfer using Adaptive Style Embedding
, The 28th International Conference on Computational Linguistics (COLING)
(Dec, 2020)
-
[학술회의]
김시진, 안남혁, 손경아,
Restoring Spatially-Heterogeneous Distortions using Mixture of Experts Network
, The 15th Asian Conference on Computer Vision (ACCV)
(Nov, 2020)
-
[학술회의]
이가람, 손경아, Dokyoon Kim, Kwangsik Nho, Sang-Hyuk Jung,
Estimating Alzheimers disease risk score based on SNPs from 3 genes for mild cognitive impairment conversion prediction
, American Society for Human Genetics 2020 (ASHG)
(Oct, 2020)
-
[학술회의]
김재식, 손경아, Dokyoon Kim, 이가람,
Informative Tumor Mutational Burden(iTMB): integrated multiple scores for missense mutations to predict immunotherapy outcome for non-small cell lung cancer.
, American Society for Human Genetics 2020 (ASHG)
(Oct, 2020)
-
[학술회의]
안남혁, 유재준, 손경아,
Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy
, IEEE Conference on Computer Vision and Pattern Recognition
(Jun, 2020)
-
[학술회의]
안남혁, 유재준, 손경아,
SimUSR: A Simple but Strong Baseline for Unsupervised Image Super-resolution
, IEEE Conference on Computer Vision and Pattern Recognition Workshops
(Jun, 2020)
-
[학술회의]
MA XIAOHAN, Jin Sun, 정태선, 손경아, Zin Rize, 백준영,
Gated Convolutional Neural Networks for Text Classification
, CSA 2019
(Dec, 2019)
-
[학술회의]
신정호, 손경아, Dokyoon Kim,
Visualization of the gene expression-based convolutional neural network for survival analysis: an application in bladder cancer
, Joint 30th International Conference on Genome Informatics (GIW) & Australian Bioinformatics and Computational Biology Scienty (ABACBS) Annual Meeting
(Dec, 2019)
-
[학술회의]
김소연, 손경아, Dokyoon Kim, Manu Shivakumar, 최은경,
An integrative pathway activity inference method on multi-omics data using directed random walks for clinical outcome prediction in urologic cancers
, American Society of Human Genetic (ASHG) 2019 Annual Meeting
(Oct, 2019)
-
[학술회의]
MA XIAOHAN, 정태선, SUN JING, 손경아, Rize Zin, 백준영,
Improving Generative Adversarial Networks with Adaptive Control Learning
, IEEE International Conference on Visual Communications and Image Processing (IEEE VCIP)
(Dec, 2018)
-
[학술회의]
이가람, 손경아, 김희진,
Sample-specific risk prediction model based on Heterogeneous data integration framework
, The 8th Annual Translational Bioinformatics Conference
(Oct, 2018)
-
[학술회의]
안남혁, 손경아, 강병곤,
Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network
, The 15th European Conference on Computer Vision
(Sep, 2018)
-
[학술회의]
안남혁, 손경아, 강병곤,
Image Super-resolution via Progressive Cascading Residual Network
, IEEE Conference on Computer Vision and Pattern Recognition Workshops (NTIRE 2018)
(Jun, 2018)
-
[학술회의]
임종화, 손경아,
Enhancing the Performance of Convolutional Neural Networks on Quality Degraded Datasets
, The International Conference on Digital Image Computing: Techniques and Applications (DICTA 2017)
(Nov, 2017)
-
[학술회의]
신승원, 손경아, 강병곤, 박호민, 김동규,
Finding Compact Class Sets for Korean Font Image Classification
, The 4th Asian Conference on Pattern Recognition
(Nov, 2017)
-
[학술회의]
안남혁, 손경아, 강병곤,
Image Distortion Detection using Convolutional Neural Network
, The 4th Asian Conference on Pattern Recognition
(Nov, 2017)
-
[학술회의]
김소연, 손경아,
Multi-view network-based social-tagged landmark image clustering
, IEEE International Conference on Image Processing
(Sep, 2017)
-
[학술회의]
강병곤, 손경아,
Embedding Senses via Dictionary Bootstrapping
, Conference on Uncertainty in Artificial Intelligence
(Aug, 2017)
-
[학술회의]
ALEMU MOLLA KEBEDE, Yenewondim Sinshaw, 손경아,
Detecting Negative Deceptive Opinion from Tweets
, ICMWT 2017
(Jun, 2017)
-
[학술회의]
TEFRIE KALEAB GETANEH, 손경아,
Autonomous Text Summarization Using Collective Intelligence Based on Nature-Inspired Algorithm
, ICMWT2017
(Jun, 2017)
-
[학술회의]
김민수, 차문수, 손경아,
Bilingual Word-Embedding for Korean and English Without Word Alignments
, ICMWT2017
(Jun, 2017)
-
[학술회의]
Yenewondim Sinshaw, 최정주, 손경아,
Improving the Intra-prediction of H.264 and H.265 Video Coding Standards Using Adaptive Weighted Least Squares Based Predictor
, ICMWT2017
(Jun, 2017)
-
[학술회의]
박호민, Yenewondim Sinshaw, 손경아,
Temporal Citation Network-Based Feature Extraction for Cited Count Prediction
, ICMWT2017
(Jun, 2017)
-
[학술회의]
이가람, 손경아, 이현진,
Generating Time Series Simulation Dataset Derived from Dynamic Time-Varying Bayesian Network
, iCatse Conference on Information Science and Application
(Mar, 2017)
-
[학술회의]
문정현, 손경아, 박선주, 윤채영,
A Case Study on How to Predict Caf? Profit: A Dimension Reduction via Factor Analysis
, The 2017 World Congress on Information Technology Applications and Services
(Feb, 2017)
-
[학술회의]
VANGIMALLA REDDY RANI, 손경아, 정현환,
Integrative Regression Network for Genomic Association Study
, The 5th annual Translational Bioinformatics Conference (TBC)
(Nov, 2015)
-
[학술회의]
김소연, 손경아, 구성도, 정현환,
A Network Clustering Based Software Attribute Selection for Identifying Fault-Prone Modules
, The 5th International Conference on IT Convergence and Security
(Aug, 2015)
-
[학술회의]
구성도, 손경아, 김소연, 정현환,
Constructing and Exploiting Software Metrics Networks For Software Quality Assessment
, The 5th International Conference on IT Convergence and Security
(Aug, 2015)
-
[학술회의]
ALEMU MOLLA KEBEDE, 손경아, TEFRIE KALEAB GETANEH,
Anonymous Author Similarity Identification
, The 5th International Conference on IT Convergence and Security
(Aug, 2015)
-
[학술회의]
정현환, 손경아, 이가람,
Integrative analysis for outcome-guided gene networks from multiple omics profiles
, The 23rd Annual International Conference on Intelligent Systems for Molecular Biology and the 14th European Conference on Computational Biology (ISMB/ECCB 2015)
(Jul, 2015)
-
[학술회의]
김소연, 손경아,
Mobile Phone Spam Image Detection based on Graph Partitioning with Pyramid Histogram of Visual Words Image Descriptor
, The 14th IEEE/ACIS International Conference on Computer and Information Science
, pp.1
-6
(Jul, 2015)
-
[학술회의]
차문수, 손경아, 김소연, 이민준, 최영준, 하재희,
CBDIR: Fast and Effective Content Based Document Information Retrieval System
, The 14th IEEE/ACIS International Conference on Computer and Information Science
, pp.1
-6
(Jul, 2015)
-
[학술회의]
ARUL RAYAN NAVINO NIRMAL, 정태선, 손경아,
A graph model based author attribution technique for single-class e-mail classification
, The 14th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2015)
(Jul, 2015)
-
[학술회의]
ALEMU MOLLA KEBEDE, 손경아, Yenewondim Biadgie,
Network-based Visualization of Opinion Mining and Sentiment Analysis on Twitter
, International Conference on IT Convergence and Security 2014
(Oct, 2014)
-
[학술회의]
정현환, 손경아, 김소연, 위규범,
Outcome-guided mutual information networks for investigating gene-gene interaction effects on clinical outcomes
, The 4th Translational Bioinformatics Conference
(Oct, 2014)
-
[학술회의]
나영지, 김주한, 손경아,
Interpretation of personal genome sequencing data in terms of disease ranks based on mutual information
, The 4th Translational Bioinformatics Conference
(Oct, 2014)
-
[학술회의]
조승우, 손경아, 김소연, 송주철, 차문수,
Investigating Temporal and Spatial Trends of Brand Images using Twitter Opinion Mining
, The 5th International Conference on Information Science and Applications
, pp.311
-314
(May, 2014)
-
[학술회의]
Yenewondim Biadgie, 손경아,
FAAST: Feature detector using Adaptive Accelerated Segment Test
, The 5th International Conference on Information Science and Applications
, pp.152
-155
(May, 2014)
-
[학술회의]
손경아, 김도균, 김주한, 임재현,
Integrative approach for modeling the association of multi-layered genomic data with gene expression traits
, The 3rd Annual Translational Bioinformatics Conference (TBC/ISCB-Asia 2013)
(Oct, 2013)
-
[학술회의]
김도균, 김주한, 손경아, 신현정, Marylyn D. Ritchie, 정제균,
Knowledge Boosting: A graph-based integration with multi-omics data and genomic knowledge for cancer clinical outcome prediction
, The 3rd Annual Translational Bioinformatics Conference (TBC/ISCB-Asia 2013)
(Oct, 2013)
-
[학술회의]
손경아, Seyoung Kim,
Joint estimation of structured sparsity and output structure in multiple-output regression via inverse-covariance regularization
, International Conference on Artificial Intelligence and Statistics (AISTATS 2012)
, Vol.22
(Apr, 2012)
- 국내학술발표
-
[학술회의]
최윤서, 손경아, 이병한,
혐오 근거 단어 예측을 활용한 한국어 혐오표현 탐지 연구
, 2023 한국소프트웨어종합학술대회 (KSC 2023)
(Dec, 2023)
-
[학술회의]
최경주, 손경아, 이병한,
Prefix-learning기반 연합 학습을 통한 효율적 개인정보 보호 챗봇 학습
, 2023년 한국정보보호학회 동계학술대회
(Dec, 2023)
-
[학술회의]
류상원, 손경아,
질의 제어를 통한 자연스러운 질의 중심 텍스트 요약
, 제25회 한국 소프트웨어공학 학술대회 (KCSE)
(Feb, 2023)
-
[학술회의]
정창욱, 손경아, 김재식,
Human Phenotype Ontology 의 위계 관계를 나타내기 위한 푸앵카레 임베딩
, HCI Korea 2023
(Feb, 2023)
-
[학술회의]
한지은, 손경아,
품사 기반 토큰 임베딩 변형을 통한 텍스트 스타일 변환
, 한국소프트웨어종합학술대회 (KSC) 2022
(Dec, 2022)
-
[학술회의]
김태성, 손경아, 방재연, 서정운,
화재 재난 상황 인식을 위한 객체 검출
, 한국정보처리학회 2022년도 추계학술발표대회 (ACK)
(Nov, 2022)
-
[학술회의]
류상원, 손경아,
자연어 추론 형태를 적용한 퓨샷 러닝과 지도 대조 손실 함수
, 2022 한국통신학회 하계종합학술발표회
(Jun, 2022)
-
[학술회의]
이병한, 손경아,
텍스트 이상 탐지를 활용한 SNS 재난 탐지
, 2022 한국차세대컴퓨팅학회 춘계학술대회
(May, 2022)
-
[학술회의]
김지윤, 손경아,
CharSFTGAN: 캐릭터 위치 정보와 Spatial Feature Transformation 에 따른 텍스트 이미지 화질 개선
, 한국소프트웨어종합학술대회 (KSC)
(Dec, 2021)
-
[학술회의]
김수민, 손경아,
Funnel-Transformer를 이용한 의료용 질의응답 시스템
, Korea Computer Congress (KCC) 2021
(Jun, 2021)
-
[학술회의]
신욱수, 손경아, 안남혁,
사전 왜곡 정보 기반 다중 왜곡 이미지 복원 기법
, 2021년도 한국통신학회 하계종합학술발표회
, pp.1021
-1022
(Jun, 2021)
-
[학술회의]
김희진, 손경아,
Cycle consistency를 이용한 transformer 기반 텍스트 스타일 변환
, 2020년 한국컴퓨터종합학술대회 (KCC2020)
(Jul, 2020)
-
[학술회의]
김시진, 손경아, 안남혁,
이미지 복원을 위한 CNN 기반의 Mixture of Expert 네트워크
, 2019 한국소프트웨어종합학술대회
(Dec, 2019)
-
[학술회의]
황준선, 손경아, 김하영,
한국어 구조를 반영한 계층적 음소 임베딩
, 2019 한국소프트웨어종합학술대회
(Dec, 2019)
-
[학술회의]
김재식, 손경아, 서정렬,
EEG 주파수 대역을 활용한 딥러닝 기반 시각적 숫자 판독인식
, 2019 한국소프트웨어종합학술대회
(Dec, 2019)
-
[학술회의]
신정호, 손경아, 신욱수,
Adaptive Layer-Instance Normalization 기법을 활용한 Few-shot 비지도 방식 이미지 변환
, 2019년 한국통신학회 추계종합학술발표회
(Nov, 2019)
-
[학술회의]
최영범, 손경아, 강병곤,
노드의 내용을 반영한 네트워크 임베딩의 최신 연구 동향
, 2019년 한국통신학회 동계종합학술발표회
(Jan, 2019)
-
[학술회의]
김희진, 손경아,
Node2vec을 이용한 단어 임베딩에 관한 연구
, 2019년 한국통신학회 동계종합학술발표회
(Jan, 2019)
-
[학술회의]
서정렬, 손경아,
EEG 데이터를 활용한 알코올 중독자 식별 모델 연구
, 2018 한국소프트웨어종합학술대회 Korea Software Congress 2018 (KSC2018)
(Dec, 2018)
-
[학술회의]
유준형, 손경아,
모바일넷 기반 상반신 이미지 분할 기법 연구
, 2018 한국소프트웨어종합학술대회 Korea Software Congress 2018 (KSC2018)
(Dec, 2018)
-
[학술회의]
김태림, 손경아,
생체경로 기반 통합적 유방암 환자 생존 예측 모델에서의 RPPA 단백질체 데이터 활용
, 2018 한국소프트웨어종합학술대회 Korea Software Congress 2018 (KSC2018)
(Dec, 2018)
-
[학술회의]
이관호, 최영준, 손경아, 장영인,
Bayesian Neural Network 와 Autoregressive Model을 사용한 Short term 태양 조도 예측
, 한국통신학회 하계종합학술발표회
(Jun, 2018)
-
[학술회의]
김시진, 손경아, 유준형,
멀티모달 기반의 뉴럴 네트워크를 이용한 SNS 콘텐츠 감정분석
, 2018년 한국통신학회 하계종합학술발표회
(Jun, 2018)
-
[학술회의]
김희진, 손경아,
사이버물리시스템환경에서 이상 상황의 분류를 위한 기법 비교
, 2018년 한국통신학회 하계종합학술발표회
(Jun, 2018)
-
[학술회의]
김시진, 손경아, 박호민,
LDA를 이용한 임상 문헌 기반 유전적 변이 클래스 분류
, 2018년 한국통신학회 동계종합학술발표회
(Jan, 2018)
-
[학술회의]
윤채영, 손경아, 강병곤, 이재연,
다중 표기 혼합 모델을 이용한 한국어 언어 모델링의 조사 분류 성능 비교 연구
, 2017년 한국통신학회 하계종합학술발표회
(Jun, 2017)
-
[학술회의]
임종화, 손경아,
단일 중간층 연결을 통한 물체 위치정보 수집 능력 향상
, 한국컴퓨터종합학술대회
(Jun, 2017)
-
[학술회의]
김민성, 손경아, 이재연, 차문수,
데이터 희소성에 따른 추천 시스템 알고리즘 비교
, 2016년도 한국통신학회 동계종합학술발표회
(Jan, 2016)
-
[학술회의]
안남혁, 손경아, 이상란,
오피니언 마이닝을 이용한 이슈 키워드 시각화
, 2016년도 한국통신학회 동계종합학술발표회
(Jan, 2016)
-
[학술회의]
이가람, 손경아,
Relevancy Feedback 데이터를 이용한 문서 추천 시스템에 관한 연구
, 2016년도 한국통신학회 동계종합학술발표회
(Jan, 2016)
-
[학술회의]
박호민, 손경아,
시계열 인용 네트워크 분석을 이용한 학술분야 선도논문 예측
, 2016년도 한국통신학회 동계종합학술발표회
(Jan, 2016)
-
[학술회의]
안원혁, 손경아, 이재연,
Trueskill을 활용한 실력에 맞는 프로그래밍 문제 추천 시스템
, 제42회 한국정보과학회 정기총회 및 동계학술발표회
, pp.1733
-1735
(Dec, 2015)
-
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구성도, 손경아,
스마트 환경에서 행위 인식을 위한 센서 선정 기법에 관한 연구
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이재연, 손경아, 박호민, 정현환,
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(Dec, 2014)
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황혜진, 손경아, 이재연,
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(Dec, 2014)
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허성완, 손경아,
웹 데이터와 토픽 모델을 이용한 스트레스와 우울의 변인 분석
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(Dec, 2014)
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