Daeyoung Kim

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 84

Top Venues

Publications

Muhammad Zubair, Sungpil Woo, Sunhwan Lim, Daeyoung Kim
Deep Representation Learning With Sample Generation and Augmented Attention Module for Imbalanced ECG Classification. IEEE J. Biomed. Health Informatics 28 (5) (2024)
Yalew Tolcha, Kyoung Hoon Kim, Daeyoung Kim
ImprovedSSGAN: Ranking Discriminator With Semi-Supervised GAN for Ordinal Information. IEEE Access 11 (2023)
Sangkyu Kim, Hae-Yong Yang, Daeyoung Kim
Fully Complex Deep Learning Classifiers for Signal Modulation Recognition in Non-Cooperative Environment. IEEE Access 10 (2022)
Sungpil Woo, Muhammad Zubair, Sunhwan Lim, Chanwon Park, Daeyoung Kim
Conditional GAN based Collaborative Filtering with Data Augmentation for Cold-Start User. ICTC (2022)
Mingu Kang, Trung Quang Tran, Seung Ju Cho, Daeyoung Kim
CAP-GAN: Towards Adversarial Robustness with Cycle-consistent Attentional Purification. IJCNN (2021)
Tae Joon Jun, Youngsub Eom, Dohyeun Kim, Cherry Kim, Ji-Hye Park, Hoang Minh Nguyen, Young-Hak Kim, Daeyoung Kim
TRk-CNN: Transferable Ranking-CNN for image classification of glaucoma, glaucoma suspect, and normal eyes. Expert Syst. Appl. 182 (2021)
Thao Do, Daeyoung Kim
QuickBrowser: A Unified Model to Detect and Read Simple Object in Real-time. CoRR (2021)
Trung Quang Tran, Mingu Kang, Daeyoung Kim
ReRankMatch: Semi-Supervised Learning with Semantics-Oriented Similarity Representation. IJCNN (2021)
Thao Do, Daeyoung Kim
Quick Browser: A Unified Model to Detect and Read Simple Object in Real-time. IJCNN (2021)
Giang Nguyen, Daeyoung Kim, Anh Nguyen
The effectiveness of feature attribution methods and its correlation with automatic evaluation scores. CoRR (2021)
Yalew Tolcha, Ayalew Kassahun, Teodoro Montanaro, Davide Conzon, Georg Schwering, Jarissa Maselyne, Daeyoung Kim
Towards Interoperability of Entity-Based and Event-Based IoT Platforms: The Case of NGSI and EPCIS Standards. IEEE Access 9 (2021)
Trung Quang Tran, Mingu Kang, Daeyoung Kim
ReRankMatch: Semi-Supervised Learning with Semantics-Oriented Similarity Representation. CoRR (2021)
Giang Nguyen, Daeyoung Kim, Anh Nguyen
The effectiveness of feature attribution methods and its correlation with automatic evaluation scores. NeurIPS (2021)
Trung Q. Tran, Mingu Kang, Daeyoung Kim
RankingMatch: Delving into Semi-Supervised Learning with Consistency Regularization and Ranking Loss. CoRR (2021)
Mingu Kang, Trung Quang Tran, Seung Ju Cho, Daeyoung Kim
CAP-GAN: Towards Adversarial Robustness with Cycle-consistent Attentional Purification. CoRR (2021)
Hyungrok Ham, Tae Joon Jun, Daeyoung Kim
Unbalanced GANs: Pre-training the Generator of Generative Adversarial Network using Variational Autoencoder. CoRR (2020)
Giang Nguyen, Shuan Chen, Thao Do, Tae Joon Jun, Ho-Jin Choi, Daeyoung Kim
Dissecting Catastrophic Forgetting in Continual Learning by Deep Visualization. CoRR (2020)
Trung Quang Tran, Giang V. Nguyen, Daeyoung Kim
Simple Multi-Resolution Representation Learning for Human Pose Estimation. CoRR (2020)
Thao Do, Yalew Tolcha, Tae Joon Jun, Daeyoung Kim
Smart Inference for Multidigit Convolutional Neural Network based Barcode Decoding. ICPR (2020)
Giang Nguyen, Shuan Chen, Tae Joon Jun, Daeyoung Kim
Explaining How Deep Neural Networks Forget by Deep Visualization. ICPR Workshops (3) (2020)
Jiyong Han, Daeyoung Kim
Security offloading network system for expanded security coverage in IPv6-based resource constrained data service networks. Wirel. Networks 26 (6) (2020)
Trung Q. Tran, Giang V. Nguyen, Daeyoung Kim
Simple Multi-Resolution Representation Learning for Human Pose Estimation. ICPR (2020)
Seung Ju Cho, Tae Joon Jun, Mingu Kang, Daeyoung Kim
Applying Tensor Decomposition to image for Robustness against Adversarial Attack. CoRR (2020)
Tae Joon Jun, Jihoon Kweon, Young-Hak Kim, Daeyoung Kim
T-Net: Nested encoder-decoder architecture for the main vessel segmentation in coronary angiography. Neural Networks 128 (2020)
Jaewook Byun, Sungpil Woo, Daeyoung Kim
ChronoGraph: Enabling Temporal Graph Traversals for Efficient Information Diffusion Analysis over Time. IEEE Trans. Knowl. Data Eng. 32 (3) (2020)
Giang Nguyen, Shuan Chen, Tae Joon Jun, Daeyoung Kim
Explaining How Deep Neural Networks Forget by Deep Visualization. CoRR (2020)
Thao Do, Yalew Tolcha, Tae Joon Jun, Daeyoung Kim
Smart Inference for Multidigit Convolutional Neural Network based Barcode Decoding. CoRR (2020)
Seung Ju Cho, Tae Joon Jun, Byungsoo Oh, Daeyoung Kim
DAPAS : Denoising Autoencoder to Prevent Adversarial attack in Semantic Segmentation. IJCNN (2020)
WonDeuk Yoon, Janggwan Im, Tindal Choi, Daeyoung Kim
Blockchain-Based Object Name Service With Tokenized Authority. IEEE Trans. Serv. Comput. 13 (2) (2020)
Jaewook Byun, Daeyoung Kim
Object traceability graph: Applying temporal graph traversals for efficient object traceability. Expert Syst. Appl. 150 (2020)
Hoang Minh Nguyen, Gaurav Kalra, Tae Joon Jun, Daeyoung Kim
Chaotic Time Series Prediction Using a Novel Echo State Network Model with Input Reconstruction, Bayesian Ridge Regression and Independent Component Analysis. Int. J. Pattern Recognit. Artif. Intell. 34 (6) (2020)
Jaewook Byun, Sungpil Woo, Daeyoung Kim
ChronoGraph: Enabling temporal graph traversals for efficient information diffusion analysis over time. ICDE (2020)
Byungsoo Oh, Tae Joon Jun, WonDeuk Yoon, Yunho Lee, Sangtae Kim, Daeyoung Kim
Enhancing Trust of Supply Chain Using Blockchain Platform with Robust Data Model and Verification Mechanisms. SMC (2019)
Tae Joon Jun, Soo-Jin Kang, June-Goo Lee, Jihoon Kweon, Wonjun Na, Daeyoun Kang, Dohyeun Kim, Daeyoung Kim, Young-Hak Kim
Automated detection of vulnerable plaque in intravascular ultrasound images. Medical Biol. Eng. Comput. 57 (4) (2019)
Hoang Minh Nguyen, Gaurav Kalra, Tae Joon Jun, Sungpil Woo, Daeyoung Kim
ESNemble: an Echo State Network-based ensemble for workload prediction and resource allocation of Web applications in the cloud. J. Supercomput. 75 (10) (2019)
Giang Nguyen, Tae Joon Jun, Trung Tran, Daeyoung Kim
ContCap: A comprehensive framework for continual image captioning. CoRR (2019)
Hoang Minh Nguyen, Gaurav Kalra, Daeyoung Kim
Host load prediction in cloud computing using Long Short-Term Memory Encoder-Decoder. J. Supercomput. 75 (11) (2019)
Hyunseob Kim, Tae Joon Jun, Giang Nguyen, Daeyoung Kim
Bidirectional LSTM with MFCC Feature Extraction for Sleep Arousal Detection in Multi-channel Signal Data. ICONIP (1) (2019)
Tae Joon Jun, Jihoon Kweon, Young-Hak Kim, Daeyoung Kim
T-Net: Encoder-Decoder in Encoder-Decoder architecture for the main vessel segmentation in coronary angiography. CoRR (2019)
Seung Ju Cho, Tae Joon Jun, Byungsoo Oh, Daeyoung Kim
DAPAS : Denoising Autoencoder to Prevent Adversarial attack in Semantic Segmentation. CoRR (2019)
Dohyeun Kim, Tae Joon Jun, Youngsub Eom, Cherry Kim, Daeyoung Kim
Tournament Based Ranking CNN for the Cataract grading. EMBC (2019)
Tae Joon Jun, Youngsub Eom, Dohyeun Kim, Cherry Kim, Ji-Hye Park, Hoang Minh Nguyen, Daeyoung Kim
TRk-CNN: Transferable Ranking-CNN for image classification of glaucoma, glaucoma suspect, and normal eyes. CoRR (2019)
Kyuoke Yeun, Daeyoung Kim
Neighbor Dependency-Based Dynamic Fusion Tree Generation for a Multi-radar System. Wirel. Pers. Commun. 109 (4) (2019)
Byungsoo Oh, Daeyoung Kim
Serverless-Enabled Permissioned Blockchain for Elastic Transaction Processing. Middleware Demos/Posters (2019)
Gaurav Kalra, Hoang Minh Nguyen, WonDeuk Yoon, Dongman Lee, Daeyoung Kim
Location Digest: A placeness service to discover community experience using social media. ISC2 (2018)
Jiyong Han, Hyunseob Kim, Sehyeon Heo, Nakyung Lee, Daeyoun Kang, Byungsoo Oh, KyungTaek Kim, WonDeuk Yoon, Jaewook Byun, Daeyoung Kim
GS1 Connected Car: An Integrated Vehicle Information Platform and Its Ecosystem for Connected Car Services based on GS1 Standards. Intelligent Vehicles Symposium (2018)
Dohyeun Kim, Tae Joon Jun, Daeyoung Kim, Youngsub Eom
Tournament Based Ranking CNN for the Cataract grading. CoRR (2018)
Tae Joon Jun, Hoang Minh Nguyen, Daeyoun Kang, Dohyeun Kim, Daeyoung Kim, Young-Hak Kim
ECG arrhythmia classification using a 2-D convolutional neural network. CoRR (2018)
Tae Joon Jun, Daeyoun Kang, Dohyeun Kim, Daeyoung Kim
GPU Enabled Serverless Computing Framework. PDP (2018)
Gaurav Kalra, Minsang Yu, Dongman Lee, Meeyoung Cha, Daeyoung Kim
Ballparking the Urban Placeness: A Case Study of Analyzing Starbucks Posts on Instagram. SocInfo (1) (2018)
Jongwoo Sung, Taehong Kim, Youngsoo Kim, Tomás Sánchez López, Daeyoung Kim
A Scalable and Efficient Metadata Framework Towards Internet of Things. Wirel. Pers. Commun. 100 (3) (2018)
Seong Hoon Kim, Minkeun Ha, Daeyoung Kim
A multi-hop pointer forwarding scheme for efficient location update in low-rate wireless mesh networks. J. Parallel Distributed Comput. 122 (2018)
Tae Joon Jun, Dohyeun Kim, Hoang Minh Nguyen, Daeyoung Kim, Youngsub Eom
2sRanking-CNN: A 2-stage ranking-CNN for diagnosis of glaucoma from fundus images using CAM-extracted ROI as an intermediate input. BMVC (2018)
Kiwoong Kwon, Seong Hoon Kim, Minkeun Ha, Daeyoung Kim
Traffic-aware stateless multipath routing for fault-tolerance in IEEE 802.15.4 wireless mesh networks. Wirel. Networks 24 (5) (2018)
Tae Joon Jun, Dohyeun Kim, Hoang Minh Nguyen, Daeyoung Kim, Youngsub Eom
2sRanking-CNN: A 2-stage ranking-CNN for diagnosis of glaucoma from fundus images using CAM-extracted ROI as an intermediate input. CoRR (2018)
Tae Joon Jun, Dohyeun Kim, Daeyoung Kim
Automated diagnosis of pneumothorax using an ensemble of convolutional neural networks with multi-sized chest radiography images. CoRR (2018)
Yalew Tolcha, Hoang Minh Nguyen, Jaewook Byun, Kiwoong Kwon, Jiyong Han, WonDeuk Yoon, Nakyung Lee, Hyunseob Kim, Nhat Pham, Daeyoung Kim
Oliot-OpenCity: Open Standard Interoperable Smart City Platform. ISC2 (2018)
Hoang Minh Nguyen, Gaurav Kalra, Tae Joon Jun, Daeyoung Kim
A Novel Echo State Network Model Using Bayesian Ridge Regression and Independent Component Analysis. ICANN (2) (2018)
Tae Joon Jun, Soo-Jin Kang, June-Goo Lee, Jihoon Kweon, Wonjun Na, Daeyoun Kang, Dohyeun Kim, Daeyoung Kim, Young-Hak Kim
Automated detection of vulnerable plaque in intravascular ultrasound images. CoRR (2018)
Jaewook Byun, Sungpil Woo, Yalew Tolcha, Daeyoung Kim
Oliot EPCIS: Engineering a web information system complying with EPC Information Services standard towards the Internet of Things. Comput. Ind. 94 (2018)
Tae Joon Jun, Soo-Jin Kang, June-Goo Lee, Jihoon Kweon, Wonjun Na, Daeyoun Kang, Dohyeun Kim, Daeyoung Kim, Young-Hak Kim
Thin-Cap Fibroatheroma Detection with Deep Neural Networks. ICONIP (4) (2017)
Heejae Kim, Jiyong Han, Seong-Hwan Kim, Jisoo Choi, Dongsik Yoon, Minsu Jeon, Eunjoo Yang, Nhat Pham, Sungpil Woo, Jeongkyu Park, Daeyoung Kim, Chan-Hyun Youn
IsV2C: An Integrated Road Traffic-Network-Cloud Simulator for V2C Connected Car Services. SCC (2017)
Tae Joon Jun, Myong Hwan Yoo, Daeyoung Kim, Kyu Tae Cho, Seung Young Lee, Kyuoke Yeun
HPC Supported Mission-Critical Cloud Architecture. ICPE (2017)
Janggwan Im, Sungpil Woo, Daeyoung Kim
A Hybrid Selective-Anyfit Genetic Algorithm for Variable-Sized Dynamic Bin Packing to Minimize Cloud Usage Cost. SOCA (2017)
Jaeho Ahn, Kiwoong Kwon, Mi-Jeong Hoh, Daeyoung Kim
Time synchronization for SHCS-MAC based multi-hop cognitive radio networks. CCNC (2017)
Nhat Pham, Muhammad Hassan, Hoang Minh Nguyen, Daeyoung Kim
GS1 Global Smart Parking System: One Architecture to Unify Them All. SCC (2017)
Sungpil Woo, Jaehee Ha, Jaewook Byun, Kiwoong Kwon, Yalew Tolcha, Daeyoun Kang, Hoang Minh Nguyen, Myungchul Kim, Daeyoung Kim
Secure-EPCIS: Addressing Security Issues in EPCIS for IoT Applications. SERVICES (2017)
Minkeun Ha, Seong Hoon Kim, Daeyoung Kim
Intra-MARIO: A Fast Mobility Management Protocol for 6LoWPAN. IEEE Trans. Mob. Comput. 16 (1) (2017)
Jaewook Byun, Sungpil Woo, Daeyoung Kim
Efficient and privacy-enhanced object traceability based on unified and linked EPCIS events. Comput. Ind. 89 (2017)
Bongjin Sohn, Kiwoong Kwon, Daeyoung Kim
GS1 Video: Open Service System for Video Using MPEG 7 and GS1 Standard. EDGE (2017)
Daeyoun Kang, Tae Joon Jun, Dohyeun Kim, Jaewook Kim, Daeyoung Kim
ConVGPU: GPU Management Middleware in Container Based Virtualized Environment. CLUSTER (2017)
Minkeun Ha, Daeyoung Kim
On-demand cache placement protocol for content delivery sensor networks. ICNC (2017)
Hoang Minh Nguyen, Sungpil Woo, Janggwan Im, Tae Joon Jun, Daeyoung Kim
A Workload Prediction Approach Using Models Stacking Based on Recurrent Neural Network and Autoencoder. HPCC/SmartCity/DSS (2016)
Yalew Tolcha, Daeyoung Kim
Distributed event-based resource-oriented EPCglobal middleware using GPC. RFID-TA (2016)
Sungpil Woo, Jaewook Byun, Seong Hoon Kim, Hoang Minh Nguyen, Janggwan Im, Daeyoung Kim
RNN-Based Personalized Activity Recognition in Multi-person Environment Using RFID. CIT (2016)
Jaewook Byun, Sungpil Woo, Daeyoung Kim
Hairspring: Online graph processing middleware for temporal networks. Middleware Posters and Demos (2016)
Bongjin Sohn, Sungpil Woo, Jiyong Han, Hyeeun Cho, Jaewook Byun, Daeyoung Kim
GS1 Connected Car Using EPCIS-ONS System. BigData Congress (2016)
Tae Joon Jun, Hyun Ji Park, Hyuk Yoo, Young-Hak Kim, Daeyoung Kim
GPU based cloud system for high-performance arrhythmia detection with parallel k-NN algorithm. EMBC (2016)
WonDeuk Yoon, Kiwoong Kwon, Daeyoung Kim
GS1beacon: GS1 Standard Based Integrated Beacon Service Platform. SCC (2016)
Kiwoong Kwon, Dongsoo Kim, Daeyoung Kim
Oliot-Discovery Service: Dealing with Performance and Security Issues from Intra-DS Aspect for IoT. GLOBECOM (2016)
Hyeeun Cho, Janggwan Im, Daeyoung Kim
A Metadata Service Architecture Providing Trusted Data to Global Food Service. SERVICES (2016)
Jiyong Han, Daeyoung Kim
A back-end offload architecture for security of resource-constrained networks. NCA (2016)
Kyuoke Yeun, Tae Joon Jun, Daeyoung Kim
Distributed self-organized cluster-based fusion tree generation algorithm. CoDIT (2016)
Tae Joon Jun, Hyun Ji Park, Hoang Minh Nguyen, Daeyoung Kim, Young-Hak Kim
Premature Ventricular Contraction Beat Detection with Deep Neural Networks. ICMLA (2016)
Hoang Minh Nguyen, Seong Hoon Kim, Tuan Dinh Le, Sehyeon Heo, Janggwan Im, Daeyoung Kim
EPCloud Flow: Load Prediction and Migration Optimizations for EPC Network on Cloud. CLOUD (2015)
Jiyong Han, Minkeun Ha, Daeyoung Kim
Practical security analysis for the constrained node networks: Focusing on the DTLS protocol. IOT (2015)
Jaewook Byun, Daeyoung Kim
EPC Graph Information Service - Enhanced Object Traceability on Unified and Linked EPCIS Events. WISE (1) (2015)
Taehong Kim, Seog Chung Seo, Daeyoung Kim
Distributed formation of degree constrained minimum routing cost tree in wireless ad-hoc networks. J. Parallel Distributed Comput. 83 (2015)
Jaewook Byun, Daeyoung Kim
Oliot EPCIS: New EPC information service and challenges towards the Internet of Things. IEEE RFID (2015)
Hoang Minh Nguyen, Seong Hoon Kim, Tuan Dinh Le, Sehyeon Heo, Janggwan Im, Daeyoung Kim
Optimizations for RFID-based IoT applications on the Cloud. IOT (2015)
Seong Hoon Kim, Daeyoung Kim
Enabling Multi-Tenancy via Middleware-Level Virtualization with Organization Management in the Cloud of Things. IEEE Trans. Serv. Comput. 8 (6) (2015)
Jongseok Choi, Minkeun Ha, Janggwan Im, Jaewook Byun, Kiwoong Kwon, WonDeuk Yoon, Dongsoo Kim, Sehyeon Heo, Daeyoung Kim
The patient-centric mobile healthcare system enhancing sensor connectivity and data interoperability. RIoT (2015)
Nam Ky Giang, Minkeun Ha, Daeyoung Kim
Buddy Thing: Browsing as a Service for the Internet of Things. SCC (2015)
Nam Ky Giang, Janggwan Im, Daeyoung Kim, Markus Jung, Wolfgang Kastner
Integrating the EPCIS and Building Automation System into the Internet of Things: a Lightweight and Interoperable Approach. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 6 (1) (2015)
Sehyeon Heo, Sungpil Woo, Janggwan Im, Daeyoung Kim
IoT-MAP: IoT mashup application platform for the flexible IoT ecosystem. IOT (2015)
Minkeun Ha, Kiwoong Kwon, Daeyoung Kim, Peng-Yong Kong
Dynamic and Distributed Load Balancing Scheme in Multi-gateway Based 6LoWPAN. iThings/GreenCom/CPSCom (2014)
Taehong Kim, Seong Hoon Kim, Jinyoung Yang, Seongeun Yoo, Daeyoung Kim
Internet Traffic Privacy Enhancement with Masking: Optimization and Tradeoffs. IEEE Trans. Parallel Distributed Syst. 25 (2) (2014)
Seong Hoon Kim, Pohkit Chong, Daeyoung Kim
A Location-Free Semi-Directional-Flooding Technique for On-Demand Routing in Low-Rate Wireless Mesh Networks. IEEE Trans. Parallel Distributed Syst. 25 (12) (2014)
Nam Ky Giang, Seong Hoon Kim, Daeyoung Kim, Markus Jung, Wolfgang Kastner
Extending the EPCIS with Building Automation Systems: A New Information System for the Internet of Things. IMIS (2014)
Nam Ky Giang, Minkeun Ha, Daeyoung Kim
Cross domain communication in the web of things: a new context for the old problem. WWW (Companion Volume) (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Daeyoung Kim