大數據科技及管理研究所

研究成果 2000 2020

篩選
會議貢獻
2019

Artificial Intelligence and Visual Analytics: A Deep-Learning Approach to Analyze Hotel Reviews & Responses

Ku, C-H., Chang, Y-C., Wang, Y., Chen, C-H. & Hsiao, S-H., 一月 8 2019, 52nd Hawaii International Conference on System Sciences .

研究成果: 書貢獻/報告類型會議貢獻

2018

An Ensemble Neural Network Model for Benefiting Pregnancy Health Stats from Mining Social Media

Warikoo, N., Chang, Y. C., Dai, H. J. & Hsu, W. L., 一月 1 2018, Information Retrieval Technology - 14th Asia Information Retrieval Societies Conference, AIRS 2018, Proceedings. Ku, L-W., Yeh, J-F., Yu, L-C., Tseng, Y-H., Chen, Z-H., Sakai, T., Jiang, J., Lee, L-H. & Park, D. H. (編輯). Springer Verlag, p. 3-15 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 11292 LNCS).

研究成果: 書貢獻/報告類型會議貢獻

Social Media
Pregnancy
Neural Network Model
Mining
Health

A public opinion keyword vector for social sentiment analysis research

Chang, Y. C., Lee, F. Y. & Chen, C. H., 六月 8 2018, Proceedings - 2018 10th International Conference on Advanced Computational Intelligence, ICACI 2018. Institute of Electrical and Electronics Engineers Inc., p. 752-757 6 p.

研究成果: 書貢獻/報告類型會議貢獻

Sentiment Analysis
Social Media
Internet
Vector spaces
Classifiers
1 引文 (Scopus)

Coping with communication challenges after the Formosa Fun Coast Dust Explosion

Chuang, S., Cheng, C. H., Chen, H. C., Lee, C. A. & Woods, D. D., 九月 26 2018, Proceedings - Resilience Week 2018, RWS 2018. Institute of Electrical and Electronics Engineers Inc., p. 5-10 6 p. 8473499

研究成果: 書貢獻/報告類型會議貢獻

Explosion
Explosions
Dust
Coastal zones
Disaster

以西洋占星結合內在情緒推薦穿著搭配

劉一凡, 洪暉鈞, 魏春旺, 吳怡芳, 劉千嘉, 吳佳芸 & 林紹維, 2018, 2018第11屆商務科技與管理研討會論文集. 新北市: 致理科技大學商務科技管理系

研究成果: 書貢獻/報告類型會議貢獻

2017
1 引文 (Scopus)

Cushing response in intracranial hypertension discovered by wavelet signal analysis

Tsai, Y. H., Chiang, I. J., Cheng, H. W. & Wong, J. M., 七月 25 2017, 2017 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2017. Institute of Electrical and Electronics Engineers Inc., p. 177-178 2 p. 7991053

研究成果: 書貢獻/報告類型會議貢獻

intracranial pressure
hypertension
blood pressure
heart rate
signal analysis

Identifying Protein-protein Interactions in Biomedical Literature using Recurrent Neural Networks with Long Short-Term Memory

Hsieh, Y. L., Chang, Y-C., Chang, N. W. & Hsu, W. L., 2017, Proceedings of the Eighth International Joint Conference on Natural Language Processing. Asian Federation of Natural Language Processing, p. 240-245

研究成果: 書貢獻/報告類型會議貢獻

Recurrent neural networks
Proteins
Semantics
Long short-term memory
Experiments

MONPA: Multi-objective Named-entity and Part-of-speech Annotator for Chinese using Recurrent Neural Network

Hsieh, Y. L., Chang, Y-C., Huang, Y. J., Yeh, S. H., Chen, C-H. & Hsu, W. L., 2017, Proceedings of the Eighth International Joint Conference on Natural Language Processing. Asian Federation of Natural Language Processing, p. 80-85

研究成果: 書貢獻/報告類型會議貢獻

2016

Natural Language Processing: From Text Mining to Social Media Analysis

Ku, J. & Chang, Y-C., 十一月 13 2016, INFORMS Annual Meeting 2016. INFORMS Annual Meeting 2016

研究成果: 書貢獻/報告類型會議貢獻

3 引文 (Scopus)

Utilizing different word representation methods for twitter data in adverse drug reactions extraction

Lin, W. S., Dai, H. J., Jonnagaddala, J., Chang, N. W., Jue, T. R., Iqbal, U., Shao, J. Y. H., Chiang, I. J. & Li, Y. C., 二月 12 2016, TAAI 2015 - 2015 Conference on Technologies and Applications of Artificial Intelligence. Institute of Electrical and Electronics Engineers Inc., p. 260-265 6 p. 7407070

研究成果: 書貢獻/報告類型會議貢獻

Supervised learning
Marketing
Monitoring
Costs
2015

Screening Mammography Efficacy: A Comparison between Screen-Film, Computed Radiography and Digital Mammography in Taiwan

Elbakkoush, A. A., Atique, S. & Chiang, I-J., 2015, Studies in Health Technology and Informatics. IOS Press, 卷 216. p. 914 1 p. (Studies in Health Technology and Informatics; 卷 216).

研究成果: 書貢獻/報告類型會議貢獻

Mammography
Radiography
Taiwan
Screening
Informatics
2013

Identifying latent semantics in high-dimensional web data

Kumar, A., Maskara, S., Wong, J. M. & Chiang, I-J., 2013, CEUR Workshop Proceedings. CEUR-WS, 卷 1114.

研究成果: 書貢獻/報告類型會議貢獻

World Wide Web
Semantics
Search engines
Biomedical engineering
Topology
2012

Automatic recognition of basal cisterns on brain CT

Huang, K. C., Xiao, F., Wong, J. M., Chiang, I-J. & Liao, C. C., 2012, Advanced Materials Research. 卷 403-408. p. 5121-5125 5 p. (Advanced Materials Research; 卷 403-408).

研究成果: 書貢獻/報告類型會議貢獻

Brain
Pixels
Hough transforms
Pathology
Standardization
2011

Robustness Analysis of Adaptive Chinese Input Methods

Jiang, M. T-J., Lee, C-W., Liu, C., Chang, Y-C. & Hsu, W. L., 十二月 2011, Workshop on Advances in Text Input Methods (WTIM).

研究成果: 書貢獻/報告類型會議貢獻

Costs
Error correction
2008
10 引文 (Scopus)

A knowledge discovery approach to diagnosing intracranial hematomas on brain CT: Recognition, measurement and classification

Liao, C. C., Xiao, F., Wong, J. M. & Chiang, I-J., 2008, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 卷 4901 LNCS. p. 73-82 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 4901 LNCS).

研究成果: 書貢獻/報告類型會議貢獻

Computed Tomography
Knowledge Discovery
Hematoma
Tomography
Data mining
2007

Automated labeling of neuroanatomical structures in routine brain CT

Xiao, F., Liao, C. C., Chiang, I-J. & Wong, J. M., 2007, Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics. 卷 4. p. 3453-3457 5 p. 4274417

研究成果: 書貢獻/報告類型會議貢獻

Labeling
Labels
Brain
Magnetic resonance imaging
Pixels
1 引文 (Scopus)

Formal concept analysis and document clustering via granular computing

Lin, T. Y. & Chiang, I-J., 2007, Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics. 卷 6. p. 4763-4767 5 p. 4274667

研究成果: 書貢獻/報告類型會議貢獻

Granular computing
Formal concept analysis
Semantics
Knowledge representation
Search engines

Semantic based real-time clustering for PubMed literatures

Yeh, R. L., Liu, C., Shia, B-C., Chiang, I-J., Yang, W. W. & Tsai, H. C., 2007, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 卷 4755 LNAI. p. 291-295 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 4755 LNAI).

研究成果: 書貢獻/報告類型會議貢獻

Semantics
PubMed
Cluster Analysis
Clustering
Real-time
2006

A complex bio-networks of the function profile of genes

Liu, C. C. H., Chiang, I-J., Wong, J. M., Tsai, G. H. C. & Lin, T. Y., 2006, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 卷 4070 LNBI. p. 9-24 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 4070 LNBI).

研究成果: 書貢獻/報告類型會議貢獻

Cluster Analysis
Genes
Gene
Clustering
Profiling
11 引文 (Scopus)

A simple genetic algorithm for tracing the deformed midline on a single slice of brain CT using quadratic Bézier curves

Liao, C. C., Xiao, F., Wong, J. M. & Chiang, I-J., 2006, Proceedings - IEEE International Conference on Data Mining, ICDM. p. 463-467 5 p. 4063672

研究成果: 書貢獻/報告類型會議貢獻

Brain
Genetic algorithms
Pathology
Tissue
3 引文 (Scopus)

EBCPG: A visualized evidence-based clinical practice guideline system

Yang, W. W. & Chiang, I-J., 2006, Studies in Health Technology and Informatics. 卷 122. p. 465-470 6 p.

研究成果: 書貢獻/報告類型會議貢獻

Evidence-Based Practice
Practice Guidelines
Decision making
Guidelines
Decision Making
1 引文 (Scopus)

Table representations of granulations revisited pre-topological information tables

Chiang, I-J., Lin, T. Y. & Liu, Y., 2006, Proceedings of SPIE - The International Society for Optical Engineering. 卷 6104. p. 728-737 10 p.

研究成果: 書貢獻/報告類型會議貢獻

Granulation
knowledge representation
Processing
set theory
format
2005
12 引文 (Scopus)

Automatic MRI meningioma segmentation using estimation maximization

Tsai, Y. F., Chiang, I-J., Lee, Y. C., Liao, C. C. & Wang, K. L., 2005, Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 卷 7 VOLS. p. 3074-3077 4 p. 1617124

研究成果: 書貢獻/報告類型會議貢獻

Magnetic resonance imaging
Neurosurgery
Tumors
Brain
Image processing
2 引文 (Scopus)

Table representations of granulations revisited pre-topological information tables

Chiang, I-J., Lin, T. Y. & Liu, Y., 2005, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 卷 3641 LNAI. p. 728-737 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 3641 LNAI).

研究成果: 書貢獻/報告類型會議貢獻

Granulation
Tables
Table
Processing
Computing with Words
2004
3 引文 (Scopus)

Automatic document clustering of concept hypergraph decompositions

Lin, T. Y. & Chiang, I-J., 2004, Proceedings of SPIE - The International Society for Optical Engineering. Dasarathy, B. V. (編輯). 卷 5433. p. 168-177 10 p.

研究成果: 書貢獻/報告類型會議貢獻

Association rules
Clustering algorithms
Decomposition
decomposition
2000

Auditing health insurance reimbursement by constructing association rules

Chiang, I-J., 2000, Proceedings of SPIE - The International Society for Optical Engineering. SPIE, 卷 4057. p. 130-137 8 p.

研究成果: 書貢獻/報告類型會議貢獻

Health insurance
Association rules
health
Taiwan
Health
6 引文 (Scopus)

Using rough sets to build-up web-based one to one customer services

Chiang, I-J. & Lin, T. Y., 2000, Proceedings - IEEE Computer Society's International Computer Software and Applications Conference. IEEE, p. 463-464 2 p.

研究成果: 書貢獻/報告類型會議貢獻

Data mining
Websites
Industry
Internet