Chun-Nan Hsu

Chun-Nan Hsu, Dietrich Schuschel, Chun-Nan Hsu, 1998, Proceedings Tenth IEEE International Conference on Tools with Artificial Intelligence (Cat. No.98CH36294).

Ensembles of NLP Tools for Data Element Extraction from Clinical Notes

Son Doan, Lucila Ohno-Machado, Chun-Nan Hsu, 2016, AMIA.

Why Discretization Works for Naive Bayesian Classifiers

Chun-Nan Hsu, Hung-Ju Huang, Tzu-Tsung Wong, 2000, ICML.

Soft tagging of overlapping high confidence gene mention variants for cross-species full-text gene normalization

Maurice H. T. Ling, Chun-Nan Hsu, Cheng-Ju Kuo, 2011, BMC Bioinformatics.

Speech Recognition on Code-Switching Among the Chinese Dialects

Dau-Cheng Lyu, Ren-Yuan Lyu, Yuang-Chin Chiang, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

The gene normalization task in BioCreative III

Zhiyong Lu, Karin M. Verspoor, Hongfang Liu, 2011, BMC Bioinformatics.

Reconfigurable Web Wrapper Agents for Web Information Integration

Chia-Hui Chang, Chun-Nan Hsu, Harianto Siek, 2003, IIWeb.

Adaptive Image Enhancement for Fluorescence Microscopy

Chun-Nan Hsu, Chung-Chih Lin, Jyh-Ying Peng, 2010, 2010 International Conference on Technologies and Applications of Artificial Intelligence.

Discovering Robust Knowledge from Databases that Change

Craig A. Knoblock, Chun-Nan Hsu, Chun-Nan Hsu, 1998, Data Mining and Knowledge Discovery.

Periodic step-size adaptation in second-order gradient descent for single-pass on-line structured learning

Yuh-Jye Lee, Chun-Nan Hsu, Yu-Ming Chang, 2009, Machine Learning.

bioPDFX: preparing PDF scientific articles for biomedical text mining

Chun-Nan Hsu, Gordon Lin, Ankit Goyal, 2017, PeerJ Prepr..

UMARS: Un-MAppable Reads Solution

Chun-Hung Lai, Yuh-Shan Jou, Chun-Nan Hsu, 2011, BMC Bioinformatics.

Integration And Reuse Of Heterogeneous XML DTDS For Information Agents

Chun-Nan Hsu, Euna Jeong, Chun-Nan Hsu, 2001 .

Discovering Robust Knowledge from Dynamic Closed World Data

Craig A. Knoblock, Chun-Nan Hsu, Chun-Nan Hsu, 1996, AAAI/IAAI, Vol. 1.

Mining Skewed and Sparse Transaction Data for Personalized Shopping Recommendation

Chun-Nan Hsu, Hao-Hsiang Chung, Han-Shen Huang, 2004, Machine Learning.

Analysis and Enhancement of Conditional Random Fields Gene Mention Taggers in BioCreative II Challenge Evaluation

Chun-Nan Hsu, Yu-Ming Chang, Cheng-Ju Kuo, 2007, LBM.

SPEAKER INDEPENDENT ACOUSTIC MODELING FOR LARGE VOCABULARY BI-LINGUAL TAIWANESE/MANDARIN CONTINUOUS SPEECH RECOGNITION

Dau-Cheng Lyu, Ren-Yuan Lyu, Min-Siong Liang, 2002 .

Workshop summary: Automated interpretation and modelling of cell images

Loris Nanni, Robert F. Murphy, Chun-Nan Hsu, 2009, ICML '09.

Query processing in the SIMS information mediator

Craig A. Knoblock, Chun-Nan Hsu, Yigal Arens, 1997 .

A recommender for targeted advertisement of unsought products in e-commerce

Jane Yung-jen Hsu, Chun-Nan Hsu, Han-Shen Huang, 2005, Seventh IEEE International Conference on E-Commerce Technology (CEC'05).

Speaker verification without background speaker models

Chun-Nan Hsu, Bo-Hou Yang, Hau-Chung Yu, 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..

Taiwanese TV news-to-document index system

Dau-Cheng Lyu, Ren-Yuan Lyu, Chun-Nan Hsu, 2005, 2005 9th International Workshop on Cellular Neural Networks and Their Applications.

Semantic Query Optimization for Query Plans of Heterogeneous Multidatabase Systems

Craig A. Knoblock, Chun-Nan Hsu, Chun-Nan Hsu, 2000, IEEE Trans. Knowl. Data Eng..

A spectral graph theoretic approach to quantification and calibration of collective morphological differences in cell images

Yi-Hung Huang, Chun-Nan Hsu, Chung-Chih Lin, 2010, Bioinform..

Assessing value of biomedical digital repositories

Anita E. Bandrowski, Jeffrey S. Grethe, Maryann E. Martone, 2017, PeerJ Prepr..

Recognizing 100 Speakers Using Homologous Naive Bayes

Chun-Nan Hsu, Hung-Ju Huang, 2002, PRICAI.

New Challenges For NLP Frameworks Programme

K. Bretonnel Cohen, Karin M. Verspoor, Christophe Roeder, 2010 .

Learning Database Abstractions for Query Reformation

Craig A. Knoblock, Chun-Nan Hsu, Chun-Nan Hsu, 1993, AAAI 1993.

Rule Induction for Semantic Query Optimization

Craig A. Knoblock, Chun-Nan Hsu, Chun-Nan Hsu, 1994, KDD Workshop.

The presence of highly similar notes within the MIMIC-III dataset

Chun-Nan Hsu, Julian J. McAuley, Rodney A. Gabriel, 2017, AMIA.

Identifying Transformative Scientific Research

Kristina Lerman, Yi-Hung Huang, Chun-Nan Hsu, 2013, 2013 IEEE 13th International Conference on Data Mining.

The SIMS Manual. Version 1.0.

José Luis Ambite, Chun-Nan Hsu, Yigal Arens, 1995 .

Estimating the Robustness of Discovered Knowledge

Craig A. Knoblock, Chun-Nan Hsu, Chun-Nan Hsu, 1995, KDD.

Learning effective and robust knowledge for semantic query optimization

Chun-Nan Hsu, Chun-Nan Hsu, 1996 .

Global and componentwise extrapolations for accelerating training of Bayesian networks and conditional random fields

Chun-Nan Hsu, Yu-Ming Chang, Han-Shen Huang, 2009, Data Mining and Knowledge Discovery.

Automatic Hypertext Table Understanding by using Logical Structure Description Algorithm

Hahn-Ming Lee, Chun-Nan Hsu, Chiung-Wei Huang, 2007, Second International Conference on Innovative Computing, Informatio and Control (ICICIC 2007).

Reconfigurable Web Wrapper Agents

Chia-Hui Chang, Chun-Nan Hsu, Harianto Siek, 2003, IEEE Intell. Syst..

Exploring Match Scores to Boost Precision of Gene Normalization.

Chun-Nan Hsu, Yu-Ming Chang, Kuan-Ting Lin, 2007 .

The ANNIGMA-wrapper approach to fast feature selection for neural nets

Chun-Nan Hsu, Hung-Ju Huang, Dietrich Schuschel, 2002, IEEE Trans. Syst. Man Cybern. Part B.

Special Issue on Technologies and Applications of Artificial Intelligence Foreword

Tsan-sheng Hsu, Yuh-Jye Lee, I-Chen Wu, 2012 .

Evaluation and accurate diagnoses of pediatric diseases using artificial intelligence

Xin Sun, Wei Yu, Long Zhu, 2019, Nature Medicine.

Increasing metadata coverage of SRA BioSample entries using deep learning–based named entity recognition

Chun-Nan Hsu, Hannah Carter, Michelle Dow, 2018, bioRxiv.

Functional Specifications of the ezTrial Clinical Trial Information Management System

Chia-Hui Chang, Chun-Nan Hsu, Yi-Fang Lee, 2010 .

Language Identification by Using Syllable-Based Duration Classification on Code-Switching Speech

Dau-Cheng Lyu, Ren-Yuan Lyu, Yuang-Chin Chiang, 2006, ISCSLP.

Identifying and characterizing highly similar notes in big clinical note datasets

Chun-Nan Hsu, Julian J. McAuley, Rodney A. Gabriel, 2018, J. Biomed. Informatics.

Training Conditional Random Fields by Periodic Step Size Adaptation for Large-Scale Text Mining

Chun-Nan Hsu, Yu-Ming Chang, Han-Shen Huang, 2007, Seventh IEEE International Conference on Data Mining (ICDM 2007).

Deduplication in a massive clinical note dataset pdf

Chun-Nan Hsu, Julian J. McAuley, Rodney A. Gabriel, 2017, ArXiv.

Cross-lingual audio-to-text alignment for multimedia content management

Dau-Cheng Lyu, Ren-Yuan Lyu, Yuang-Chin Chiang, 2008, Decis. Support Syst..

Query Answering Using Ontologies in Agent-based Resource Sharing Environment for Biological Web Information Integrating

Chun-Nan Hsu, Jiann-Jyh Lu, 2003, IIWeb.

Reconfigurable Web wrapper agents for biological information integration

Chia-Hui Chang, Chien-Chi Chang, Chun-Nan Hsu, 2005, J. Assoc. Inf. Sci. Technol..

Using Inductive Learning To Generate Rules for Semantic Query Optimization

Craig A. Knoblock, Chun-Nan Hsu, Chun-Nan Hsu, 1996, Advances in Knowledge Discovery and Data Mining.

Detection of the inferred interaction network in hepatocellular carcinoma from EHCO (Encyclopedia of Hepatocellular Carcinoma genes Online)

Chia-Hung Liu, Cheng-Yan Kao, Chi-Ying F. Huang, 2007, BMC Bioinformatics.

Building the Scientific Knowledge Mine (SciKnowMine): a community-driven framework for text mining t

Karin M. Verspoor, Christophe Roeder, Ellen Riloff, 2010, LREC 2010.

Learning Database AbstractionsFor Query Reformulation

Chun-Nan Hsu, Apryl Craig, KnoblockDepartment, 2007 .

Induction of integrated view for XML data with heterogeneous DTDs

Chun-Nan Hsu, Euna Jeong, Chun-Nan Hsu, 2001, CIKM '01.

Bayesian classification for data from the same unknown class

Chun-Nan Hsu, Hung-Ju Huang, Chun-Nan Hsu, 2002, IEEE Trans. Syst. Man Cybern. Part B.

Global and Componentwise Extrapolation for Accelerating Data Mining from Large Incomplete Data Sets with the EM Algorithm

Chun-Nan Hsu, Han-Shen Huang, Bo-Hou Yang, 2006, Sixth International Conference on Data Mining (ICDM'06).

The Impact of Automatic Pre-annotation in Clinical Note Data Element Extraction - the CLEAN Tool pdf

Jihoon Kim, Lucila Ohno-Machado, Jina Huh, 2018, ArXiv.

Review and Evaluation of the State of Standardization of Computable Phenotype

Hyeon-Eui Kim, Chun-Nan Hsu, Stephanie Feudjio Feupe, 2016, AMIA.

Natural Language Processing using Kepler Workflow System: First Steps

Daniel Crawl, Ilkay Altintas, Alok Singh, 2016, ICCS.

Acoustic Model Optimization for Multilingual Speech Recognition

Dau-Cheng Lyu, Ren-Yuan Lyu, Yuang-Chin Chiang, 2008, ROCLING/IJCLCLP.

Comparing the Use of Research Resource Identifiers and Natural Language Processing for Citation of Databases, Software, and Other Digital Artifacts

Jeffrey S. Grethe, Maryann E. Martone, Chun-Nan Hsu, 2020, Computing in Science & Engineering.

Cooperating Agents for Information Retrieval

Craig A. Knoblock, Chun-Nan Hsu, Yigal Arens, 1994, CoopIS.

Boosting multiclass learning with repeating codes and weak detectors for protein subcellular localization

Chun-Nan Hsu, Chung-Chih Lin, Yuh-Show Tsai, 2007, Bioinform..

BIOADI: a machine learning approach to identifying abbreviations and definitions in biological literature

Maurice H. T. Ling, Chun-Nan Hsu, Kuan-Ting Lin, 2009, BMC Bioinformatics.

View Inference for Heterogeneous XML Information Integration

Chun-Nan Hsu, Euna Jeong, Chun-Nan Hsu, 2004, Journal of Intelligent Information Systems.

Retrieving and Integrating Data from Multiple Information Sources

Craig A. Knoblock, Chun-Nan Hsu, Yigal Arens, 1993, Int. J. Cooperative Inf. Syst..

Modeling Pronunciation Variation for Bi-Lingual Mandarin/Taiwanese Speech Recognition

Dau-Cheng Lyu, Ren-Yuan Lyu, Yuang-Chin Chiang, 2005, Int. J. Comput. Linguistics Chin. Lang. Process..

FASTSNP: an always up-to-date and extendable service for SNP function analysis and prioritization

Chia-Hung Liu, Adam Yao, Chun-Nan Hsu, 2006, Nucleic Acids Res..

Assessing value of biomedical digital repositories

Jeffrey S. Grethe, Maryann E. Martone, Chun-Nan Hsu, 2017, PeerJ Preprints.

Introduction to special issue on large-scale machine learning

Chun-Nan Hsu, 2011, TIST.

Automatic Morphological Subtyping Reveals New Roles of Caspases in Mitochondrial Dynamics

Yi-Hung Huang, Chun-Nan Hsu, Chung-Chih Lin, 2011, PLoS Comput. Biol..

Reconstructing Big Semantic Similarity Networks

Chun-Nan Hsu, Shefali Sharma, Ai He, 2013, TextGraphs@EMNLP.

Query Processing in an Information Mediator

Craig A. Knoblock, Craig A. Knoblock, Chun-Nan Hsu, 1994 .

Theoretical Knowledge Graph Reasoning via Ending Anchored Rules pdf

Chun-Nan Hsu, Yannis Katsis, Canlin Zhang, 2020, ArXiv.

Learning Phenotype Mapping for Integrating Large Genetic Data

Marylyn D. Ritchie, José Luis Ambite, Chun-Nan Hsu, 2011, BioNLP@ACL.

Ontology Integration in XML

Chun-Nan Hsu, Euna Jeong, 2000, AAAI.

多語聲學單位分類之最佳化研究 (The Study of Acoustic Model Clustering in Multilingual Speech Recognition) [In Chinese]

Dau-Cheng Lyu, Ren-Yuan Lyu, Chun-Nan Hsu, 2007, ROCLING.

Weakly supervised learning of biomedical information extraction from curated data

Chun-Nan Hsu, Gordon Lin, Tsung-Ting Kuo, 2016, BMC Bioinformatics.

Exploring Label Dependency in Active Learning for Phenotype Mapping

José Luis Ambite, Chun-Nan Hsu, Yigal Arens, 2012, BioNLP@HLT-NAACL.

A unified framework for large vocabulary speech recognition of mutually unintelligible Chinese "regionalects"

Dau-Cheng Lyu, Ren-Yuan Lyu, Yuang-Chin Chiang, 2004, INTERSPEECH.

Periodic Step Size Adaptation for Single Pass On-line Learning

Yuh-Jye Lee, Chun-Nan Hsu, Yu-Ming Chang, 2009, NIPS.

Developing an Electronic Health Record-Based Cohort of Patients with Inflammatory Bowel Diseases for Observational Patient-Centered Outcomes Research

Lucila Ohno-Machado, Chun-Nan Hsu, Siddharth Singh, 2016, American Medical Informatics Association Annual Symposium.

Learning Information Extraction Rules for Web Data Mining

Chia-Hui Chang, Chun-Nan Hsu, 2005 .

Tradeoff in Rule Induction for Semantic Query Optimization

Chun-Nan Hsu, 1997 .

Integrating high dimensional bi-directional parsing models for gene mention tagging

Chun-Nan Hsu, I-Fang Chung, Yu-Ming Chang, 2008, ISMB.

Identifying Transformative Research in Biomedical Sciences

Yi-Hung Huang, Ming-Tat Ko, Chun-Nan Hsu, 2014, TAAI.

Ranking of multidimensional drug profiling data by fractional-adjusted bi-partitional scores

Dorit S. Hochbaum, Chun-Nan Hsu, Yan T. Yang, 2012, Bioinform..

Lucila Ohno-Machado, Chun-Nan Hsu, Dina Demner-Fushman, 2016, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Feature space transformation for semi-supervised learning for protein subcellular localization in fluorescence microscopy images

Yi-Hung Huang, Chun-Nan Hsu, Chung-Chih Lin, 2009, 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Accelerating EM by targeted aggressive double extrapolation

Ren-Yuan Lyu, Chun-Nan Hsu, Han-Shen Huang, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Gene Name Service: No-Nonsense Alias Resolution Service for Homo Sapiens Genes

Chia-Hung Liu, Chun-Nan Hsu, Kuan-Ting Lin, 2007, 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops.

Robust cell segmentation for schizosaccharomyces pombe images with focus gradient

Chun-Nan Hsu, Yen-Jen Chen, Jyh-Ying Peng, 2013, 2013 IEEE 10th International Symposium on Biomedical Imaging.

Simultaneous Segmentation of Cell and Nucleus in Schizosaccharomyces pombe Images with Focus Gradient

Chun-Nan Hsu, Yen-Jen Chen, Jyh-Ying Peng, 2012, 2012 IEEE Second International Conference on Healthcare Informatics, Imaging and Systems Biology.

Reconfigurable Web wrapper agents for biological information integration: Research Articles

Chia-Hui Chang, Chien-Chi Chang, Chun-Nan Hsu, 2005 .

Fusion of systems for automated cell phenotype image classification

Loris Nanni, Alessandra Lumini, Chun-Nan Hsu, 2010, Expert Syst. Appl..

Triple jump acceleration for the EM algorithm

Chun-Nan Hsu, Han-Shen Huang, Bou-Ho Yang, 2005, Fifth IEEE International Conference on Data Mining (ICDM'05).

Increasing metadata coverage of SRA BioSample entries using deep learning–based named entity recognition

Chun-Nan Hsu, Hannah Carter, Brian Tsui, 2018, bioRxiv.