Tian-Hsiang Huang

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 9

Top Topics

Artificial Intelligence

Moving Object Trajectories

Atrial Fibrillation

Top Venues

PAKDD Workshops

Interact. Learn. Environ.

Publications

Tian-Hsiang Huang, Jia-Yu Guo, Meng-Heng Hsieh, Liang-Bi Chen
Information System Architecture and APP for Passenger Notification of Specific Events in MRT Cabins Based on Artificial Intelligence Assistance. ICCE-TW (2022)
Wen-Hsien Ho, Tian-Hsiang Huang, Yenming J. Chen, Lang-Yin Zeng, Fen-Fen Liao, Yeong-Cheng Liou
Prediction of vancomycin initial dosage using artificial intelligence models applying ensemble strategy. BMC Bioinform. (5) (2021)
Wen-Hsien Ho, Tian-Hsiang Huang, Po-Yuan Yang, Jyh-Horng Chou, Hong-Siang Huang, Li-Chung Chi, Fu-I Chou, Jinn-Tsong Tsai
Artificial intelligence classification model for macular degeneration images: a robust optimization framework for residual neural networks. BMC Bioinform. (5) (2021)
Cai Wu, Maxwell Hwang, Tian-Hsiang Huang, Yenming J. Chen, Yiu-Jen Chang, Tsung-Han Ho, Jian Huang, Kao-Shing Hwang, Wen-Hsien Ho
Application of artificial intelligence ensemble learning model in early prediction of atrial fibrillation. BMC Bioinform. (5) (2021)
Chen-Sen Ouyang, Yenming J. Chen, Jinn-Tsong Tsai, Yiu-Jen Chang, Tian-Hsiang Huang, Kao-Shing Hwang, Yuan-Chih Ho, Wen-Hsien Ho
Data mining analysis of the influences of electrocardiogram P-wave morphology parameters on atrial fibrillation. J. Intell. Fuzzy Syst. 40 (4) (2021)
Wen-Hsien Ho, Tian-Hsiang Huang, Po-Yuan Yang, Jyh-Horng Chou, Jin-Yi Qu, Po-Chih Chang, Fu-I Chou, Jinn-Tsong Tsai
Robust optimization of convolutional neural networks with a uniform experiment design method: a case of phonocardiogram testing in patients with heart diseases. BMC Bioinform. (5) (2021)
Tian-Hsiang Huang, Liang-Bi Chen
Decision support for the QoS-aware 4G mobile networks through data mining. GCCE (2016)
Jain-Shing Wu, Xiangning Chen, Tian-Hsiang Huang
Discovering the Hidden Connections between Genes and Proteins from the Undiscovered Public Literature. MISNC (2016)
Tian-Hsiang Huang, Vladimir Nikulin, Liang-Bi Chen
Detection of Abnormalities in Driving Style Based on Moving Object Trajectories without Labels. IIAI-AAI (2016)
Vladimir Nikulin, Tian-Hsiang Huang, Jian-De Lu
Mining Shoppers Data Streams to Predict Customers Loyalty. ISKE (2015)
Tian-Hsiang Huang, Vladimir Nikulin
Two Algorithms Under Stochastic Gradient Descent Framework for Recommender Systems. PAKDD Workshops (2014)
Hei-Chia Wang, Tian-Hsiang Huang
Personalized e-learning environment for bioinformatics. Interact. Learn. Environ. 21 (1) (2013)
Vladimir Nikulin, Aneesha Bakharia, Tian-Hsiang Huang
On the Evaluation of the Homogeneous Ensembles with CV-Passports. PAKDD Workshops (2013)
Vladimir Nikulin, Tian-Hsiang Huang
Unsupervised dimensionality reduction via gradient-based matrix factorization with two adaptive learning rates. ICML Unsupervised and Transfer Learning (2012)
Vladimir Nikulin, Tian-Hsiang Huang, Geoffrey J. McLachlan
Classification of High-Dimensional microarray Data with a Two-Step Procedure via a Wilcoxon Criterion and Multilayer Perceptron. Int. J. Comput. Intell. Appl. 10 (1) (2011)
Hei-Chia Wang, Tian-Hsiang Huang, Chia-Tzung Liu
Automatic Summarization Based On Automaticallyinduced Ontology. Intell. Autom. Soft Comput. 17 (4) (2011)
Vladimir Nikulin, Tian-Hsiang Huang, Shu-Kay Ng, Suren I. Rathnayake, Geoffrey J. McLachlan
A Very Fast Algorithm for Matrix Factorization CoRR (2010)
Vladimir Nikulin, Tian-Hsiang Huang, Geoffrey J. McLachlan
A comparative study of two matrix factorization methods applied to the classification of gene expression data. BIBM (2010)
Hei-Chia Wang, Tian-Hsiang Huang, Jiunn-Liang Guo, Shu-Chuan Li
Journal Article Topic Detection Based on Semantic Features. IEA/AIE (2009)
Hei-Chia Wang, Tian-Hsiang Huang
Prediction of EST Functional Relationships via Literature Mining With User-Specified Parameters. IEEE Trans. Biomed. Eng. 56 (4) (2009)
Hei-Chia Wang, Yi-Shiun Lee, Tian-Hsiang Huang
Gene Relation Finding Through Mining Microarray Data and Literature. Trans. Comp. Sys. Biology 5 (2006)