Hoang Minh Nguyen

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 16

Top Topics

Independent Component Analysis

Ridge Regression

Top Venues

J. Supercomput.

Int. J. Pattern Recognit. Artif. Intell.

Publications

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)
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)
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)
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)
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)
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)
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, 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)
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)
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)
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)
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)
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)
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)
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)