高 宏宇

研究成果

每年研究成果 1998 2010 2011 2013 2014 2020 2021 2023 2024 2024

• 81 Conference contribution
• 58 Article
• 8 Editorial
• 6 Conference article
• 7 更多
  • 5 Paper
  • 1 Chapter
  • 1 Letter

每年研究成果

每年研究成果

搜尋結果

• 2024

  DropAttack: A Random Dropped Weight Attack Adversarial Training for Natural Language Understanding

  Ni, S., Li, J., Yang, M. & Kao, H. Y., 2024, 於: IEEE/ACM Transactions on Audio Speech and Language Processing. 32, p. 364-373 10 p.

  研究成果: Article › 同行評審

  • Natural Language 100%
  • attack 85%
  • Attack 80%
  • education 77%
  • Model 25%
  2 引文 斯高帕斯（Scopus）

• EPRD: Exploiting prior knowledge for evidence-providing automatic rumor detection

  Li, J., Li, R., Ni, S. & Kao, H. Y., 2024 1月 1, 於: Neurocomputing. 563, 126935.

  研究成果: Article › 同行評審

  • Social Problems 93%
  • Labels 68%
  • Datasets 63%
  • Experiments 28%
  3 引文 斯高帕斯（Scopus）

• Masked Siamese Prompt Tuning for Few-Shot Natural Language Understanding

  Ni, S. & Kao, H. Y., 2024 2月 1, 於: IEEE Transactions on Artificial Intelligence. 5, 2, p. 624-633 10 p.

  研究成果: Article › 同行評審

  • Probability distributions 20%
  • Masks 20%
  • Experiments 7%
  5 引文 斯高帕斯（Scopus）

• NEAR: Non-Supervised Explainability Architecture for Accurate Review-Based Collaborative Filtering

  Pugoy, R. A. & Kao, H. Y., 2024 2月 1, 於: IEEE Transactions on Knowledge and Data Engineering. 36, 2, p. 750-765 16 p.

  研究成果: Article › 同行評審

  • Collaborative Filtering 100%
  • Collaborative filtering 66%
  • Recommender systems 58%
  • Review 42%
  • Transformer 38%
  1 引文 斯高帕斯（Scopus）

• Relation-Aware Image Captioning with Hybrid-Attention for Explainable Visual Question Answering^∗

  Lin, Y. J., Tseng, C. S. & Kao, H. Y., 2024 5月, 於: Journal of Information Science and Engineering. 40, 3, p. 649-659 11 p.

  研究成果: Article › 同行評審

  • Question Answering 100%
  • Vision 71%
  • Multi-task learning 31%
  • Model structures 24%
  • Object detection 24%

• SUSTEM: An Improved Rule-based Sundanese Stemmer

  Setiawan, I. & Kao, H. Y., 2024 6月 21, 於: ACM Transactions on Asian and Low-Resource Language Information Processing. 23, 6, 77.

  研究成果: Article › 同行評審

  開啟存取
  1 引文 斯高帕斯（Scopus）

• Valproic acid monitoring: Serum prediction using a machine learning framework from multicenter real-world data

  Hsu, C. W., Lai, E. C. C., Chen, Y. C. B. & Kao, H. Y., 2024 2月 15, 於: Journal of Affective Disorders. 347, p. 85-91 7 p.

  研究成果: Article › 同行評審

  開啟存取

  • Machine Learning 100%
  • Valproic Acid 96%
  • monitoring 64%
  • Serum 40%
  • predictive model 36%
  2 引文 斯高帕斯（Scopus）
• 2023

  KPT++: Refined knowledgeable prompt tuning for few-shot text classification

  Ni, S. & Kao, H. Y., 2023 8月 15, 於: Knowledge-Based Systems. 274, 110647.

  研究成果: Article › 同行評審

  • Text Classification 100%
  • Grammar 38%
  • Probability Distribution 28%
  • Train 28%
  • Language Modeling 22%
  7 引文 斯高帕斯（Scopus）

• LAD: Layer-Wise Adaptive Distillation for BERT Model Compression

  Lin, Y. J., Chen, K. Y. & Kao, H. Y., 2023 2月, 於: Sensors. 23, 3, 1483.

  研究成果: Article › 同行評審

  開啟存取

  • Distillation 100%
  • distillation 81%
  • Students 31%
  • students 24%
  • instructors 23%
  8 引文 斯高帕斯（Scopus）

• LiDA: Language-Independent Data Augmentation for Text Classification

  Sujana, Y. & Kao, H. Y., 2023, 於: IEEE Access. 11, p. 10894-10901 8 p.

  研究成果: Article › 同行評審

  開啟存取

  • Labeled data 100%
  • Ablation 49%
  • Amount 36%
  • Costs 10%
  6 引文 斯高帕斯（Scopus）

• Predicting new-onset post-stroke depression from real-world data using machine learning algorithm

  Chen, Y. M., Chen, P. C., Lin, W. C., Hung, K. C., Chen, Y. C. B., Hung, C. F., Wang, L. J., Wu, C. N., Hsu, C. W. & Kao, H. Y., 2023, 於: Frontiers in Psychiatry. 14, 1195586.

  研究成果: Article › 同行評審

  開啟存取

  • Machine Learning 100%
  • Stroke 60%
  • Depression 58%
  • Hypertension 9%
  • Sensitivity and Specificity 7%
  6 引文 斯高帕斯（Scopus）
• 2022

  Comparative effectiveness of antidepressants on geriatric depression: Real-world evidence from a population-based study

  Hsu, C. W., Tseng, W. T., Wang, L. J., Yang, Y. H., Kao, H. Y. & Lin, P. Y., 2022 1月 1, 於: Journal of Affective Disorders. 296, p. 609-615 7 p.

  研究成果: Article › 同行評審

  開啟存取

  • geriatrics 100%
  • Antidepressive Agents 79%
  • hospitalization 73%
  • Fluvoxamine 46%
  • evidence 37%
  21 引文 斯高帕斯（Scopus）

• Differences in the prophylactic effect of serum lithium levels on depression and mania in bipolar disorder: A dose-response meta-analysis

  Hsu, C. W., Tsai, S. Y., Tseng, P. T., Liang, C. S., Vieta, E., Carvalho, A. F., Stubbs, B., Kao, H. Y., Tu, Y. K. & Lin, P. Y., 2022 5月, 於: European Neuropsychopharmacology. 58, p. 20-29 10 p.

  研究成果: Article › 同行評審

  • Lithium 100%
  • Bipolar Disorder 89%
  • Meta-Analysis 69%
  • Depression 60%
  • Odds Ratio 59%
  18 引文 斯高帕斯（Scopus）

• HAT4RD: Hierarchical Adversarial Training for Rumor Detection in Social Media

  Ni, S., Li, J. & Kao, H. Y., 2022 9月, 於: Sensors. 22, 17, 6652.

  研究成果: Article › 同行評審

  開啟存取

  • education 79%
  • Communication 73%
  • Spreading 42%
  • Access to Information 34%
  • platforms 27%
  7 引文 斯高帕斯（Scopus）

• Month of birth and the risk of narcolepsy: A systematic review and meta-analysis

  Hsu, C. W., Tseng, P. T., Tu, Y. K., Lin, P. Y., Wang, L. J., Hung, C. F., Yang, Y. H., Kao, H. Y., Yeh, C. B., Lai, H. C. & Chen, T. Y., 2022 4月 1, 於: Journal of Clinical Sleep Medicine. 18, 4, p. 1113-1120 8 p.

  研究成果: Article › 同行評審

  開啟存取

  • Narcolepsy 100%
  • Meta-Analysis 56%
  • Systematic Reviews 56%
  • Parturition 52%
  • Confidence Intervals 36%
  1 引文 斯高帕斯（Scopus）
• 2021

  An innovative wearable device for monitoring continuous body surface temperature (HEARThermo): Instrument validation study

  Yeh, C. Y., Chung, Y. T., Chuang, K. T., Shu, Y. C., Kao, H. Y., Chen, P. L., Ko, W. C. & Ko, N. Y., 2021 2月, 於: JMIR mHealth and uHealth. 9, 2, e19210.

  研究成果: Article › 同行評審

  開啟存取

  • Wearable Electronic Devices 100%
  • Validation Studies 76%
  • Body Temperature 71%
  • Temperature 49%
  • Thermometers 37%
  7 引文 斯高帕斯（Scopus）

• Differences in psychiatric comorbidities and gender distribution among three clusters of personality disorders: A nationwide population-based study

  Hsu, C. W., Wang, L. J., Lin, P. Y., Hung, C. F., Yang, Y. H., Chen, Y. M. & Kao, H. Y., 2021 8月 1, 於: Journal of Clinical Medicine. 10, 15, 3294.

  研究成果: Article › 同行評審

  開啟存取

  • Personality Disorders 100%
  • Comorbidity 70%
  • Psychiatry 66%
  • Population 35%
  • Neurodevelopmental Disorders 14%
  7 引文 斯高帕斯（Scopus）

• Lithium concentration and recurrence risk during maintenance treatment of bipolar disorder: Multicenter cohort and meta-analysis

  Hsu, C. W., Carvalho, A. F., Tsai, S. Y., Wang, L. J., Tseng, P. T., Lin, P. Y., Tu, Y. K., Vieta, E., Solmi, M., Hung, C. F. & Kao, H. Y., 2021 10月, 於: Acta Psychiatrica Scandinavica. 144, 4, p. 368-378 11 p.

  研究成果: Article › 同行評審

  開啟存取

  • Lithium 100%
  • Bipolar Disorder 89%
  • Meta-Analysis 69%
  • Cohort Studies 63%
  • Serum 42%
  17 引文 斯高帕斯（Scopus）

• Month of birth and mental disorders: A population-based study and validation using global meta-analysis

  Hsu, C. W., Tseng, P. T., Tu, Y. K., Lin, P. Y., Hung, C. F., Liang, C. S., Hsieh, Y. Y., Yang, Y. H., Wang, L. J. & Kao, H. Y., 2021 8月, 於: Acta Psychiatrica Scandinavica. 144, 2, p. 153-167 15 p.

  研究成果: Article › 同行評審

  開啟存取

  • Validation Studies 100%
  • Mental Disorders 73%
  • Meta-Analysis 67%
  • Parturition 62%
  • Population 35%
  15 引文 斯高帕斯（Scopus）

• MVAN: Multi-View Attention Networks for Fake News Detection on Social Media

  Ni, S., Li, J. & Kao, H. Y., 2021, 於: IEEE Access. 9, p. 106907-106917 11 p., 9497048.

  研究成果: Article › 同行評審

  開啟存取

  • Semantics 100%
  • Neural networks 88%
  • Experiments 52%
  71 引文 斯高帕斯（Scopus）

• Predicting serum levels of lithium-treated patients: A supervised machine learning approach

  Hsu, C. W., Tsai, S. Y., Wang, L. J., Liang, C. S., Carvalho, A. F., Solmi, M., Vieta, E., Lin, P. Y., Hu, C. A. & Kao, H. Y., 2021 11月, 於: Biomedicines. 9, 11, 1558.

  研究成果: Article › 同行評審

  開啟存取

  • Supervised Machine Learning 100%
  • Serum Level 85%
  • Lithium 67%
  • Machine Learning 30%
  • Serum 28%
  8 引文 斯高帕斯（Scopus）
• 2020

  Birds of a Feather Rumor Together? Exploring Homogeneity and Conversation Structure in Social Media for Rumor Detection

  Li, J., Ni, S. & Kao, H. Y., 2020, 於: IEEE Access. 8, p. 212865-212875 11 p., 9268937.

  研究成果: Article › 同行評審

  開啟存取

  • Birds 100%
  • Homogeneity 76%
  • Graph structures 26%
  19 引文 斯高帕斯（Scopus）
• 2019

  C-3PO: Click-sequence-aware deeP neural network (DNN)-based Pop-uPs recOmmendation: I know you’ll click

  Huang, T. T. H. D. & Kao, H. Y., 2019 11月 1, 於: Soft Computing. 23, 22, p. 11793-11799 7 p.

  研究成果: Article › 同行評審

  • Recommendations 100%
  • Deep neural networks 90%
  • Neural Networks 87%
  • Application programs 83%
  • Collaborative filtering 52%
  3 引文 斯高帕斯（Scopus）
• 2017

  k^- -anonymization of multiple shortest paths

  Wang, S. L., Tsai, Y. C., Hong, T. P. & Kao, H. Y., 2017 8月 1, 於: Soft Computing. 21, 15, p. 4215-4226 12 p.

  研究成果: Article › 同行評審

  • Privacy 100%
  • Shortest path 82%
  • Path Length 17%
  • Path 14%
  • Experiments 13%
  5 引文 斯高帕斯（Scopus）

• Word co-occurrence augmented topic model in short text

  Chen, G. B. & Kao, H. Y., 2017, 於: Intelligent Data Analysis. 21, S1, p. S55-S70

  研究成果: Article › 同行評審

  • Text 100%
  • Model 35%
  • Experimental Results 17%
  • Meaning 16%
  • Internet 12%
  9 引文 斯高帕斯（Scopus）
• 2016

  AuDis: an automatic CRF-enhanced disease normalization in biomedical text

  Lee, H. C., Hsu, Y. Y. & Kao, H. Y., 2016, 於: Database : the journal of biological databases and curation. 2016

  研究成果: Article › 同行評審

  開啟存取

  • Filtration 100%
  • biomedical research 68%
  • health services 61%
  • Knowledge Bases 28%
  • Biomedical Research 23%
  18 引文 斯高帕斯（Scopus）
• 2015

  Curatable Named-Entity Recognition Using Semantic Relations

  Hsu, Y. Y. & Kao, H. Y., 2015 7月 1, 於: IEEE/ACM Transactions on Computational Biology and Bioinformatics. 12, 4, p. 785-792 8 p., 6945344.

  研究成果: Article › 同行評審

  • Named Entity Recognition 100%
  • Toxicogenetics 70%
  • Semantics 52%
  • Nexus 42%
  • Genes 35%
  11 引文 斯高帕斯（Scopus）

• Edge types vs privacy in K-anonymization of shortest paths

  Tsai, Y. C., Wang, S. L., Kao, H. Y. & Hong, T. P., 2015 6月 1, 於: Applied Soft Computing Journal. 31, p. 348-359 12 p.

  研究成果: Article › 同行評審

  • Experiments 100%
  10 引文 斯高帕斯（Scopus）

• GNormPlus: An Integrative Approach for Tagging Genes, Gene Families, and Protein Domains

  Wei, C. H., Kao, H. Y. & Lu, Z., 2015, 於: BioMed research international. 2015, 918710.

  研究成果: Article › 同行評審

  開啟存取

  • Protein Domains 100%
  • Names 52%
  • Composite Material 49%
  • Genes 39%
  • Proteins 36%
  164 引文 斯高帕斯（Scopus）
• 2014

  A semi-supervised, weighted pattern-learning approach for extraction of gene regulation relationships from scientific literature

  Tang, Y. T., Kao, H. Y., Tsai, S. J. & Wang, H. C., 2014, 於: International Journal of Data Mining and Bioinformatics. 9, 4, p. 401-416 16 p.

  研究成果: Article › 同行評審

  • Gene expression 100%
  • Literature 97%
  • technical literature 95%
  • Learning 67%
  • regulation 53%

• Bipartite editing prediction in wikipedia

  Chang, Y. J., Tsai, Y. C. & Kao, H. Y., 2014 5月, 於: Journal of Information Science and Engineering. 30, 3, p. 587-603 17 p.

  研究成果: Article › 同行評審

  • Wikipedia 100%
  • Community 59%
  • Prediction 46%
  • Bipartite Graph 20%
  • Similarity 18%

• Genealogical-based method for multiple ontology self-extension in MeSH

  Guo, Y. W., Tang, Y. T. & Kao, H. Y., 2014 6月, 於: IEEE Transactions on Nanobioscience. 13, 2, p. 124-130 7 p., 6823764.

  研究成果: Article › 同行評審

  • Biological Ontologies 100%
  • Ontology 97%
  • Dimension 87%
  • Biological Science Disciplines 72%
  • Explosions 71%
  4 引文 斯高帕斯（Scopus）

• Gene name disambiguation usingmulti-scope species detection

  Hsiao, J. C., Wei, C. H. & Kao, H. Y., 2014, 於: IEEE/ACM Transactions on Computational Biology and Bioinformatics. 11, 1, p. 55-62 8 p., 6654152.

  研究成果: Article › 同行評審

  • Gene 100%
  • Genes 97%
  • Names 96%
  • Data Mining 24%
  • Text mining 23%
  1 引文 斯高帕斯（Scopus）

• IT2FS-based ontology with soft-computing mechanism for malware behavior analysis

  Huang, H. D., Lee, C. S., Wang, M. H. & Kao, H. Y., 2014 2月, 於: Soft Computing. 18, 2, p. 267-284 18 p.

  研究成果: Article › 同行評審

  • Malware 100%
  • Soft Computing 86%
  • Soft computing 69%
  • Ontology 49%
  • Taiwan 44%
  18 引文 斯高帕斯（Scopus）

• On anonymizing transactions with sensitive items

  Wang, S. L., Tsai, Y. C., Kao, H. Y. & Hong, T. P., 2014 11月 11, 於: Applied Intelligence. 41, 4, p. 1043-1058 16 p.

  研究成果: Article › 同行評審

  • Computer simulation 100%
  17 引文 斯高帕斯（Scopus）

• Using hidden Markov models to predict DNA-binding proteins with sequence and structure information

  Hsu, Y. Y., Chen, W. J., Chen, S. H. & Kao, H. Y., 2014 1月 1, 於: Soft Computing. 18, 12, p. 2365-2376 12 p.

  研究成果: Article › 同行評審

  • DNA-binding Protein 100%
  • Carrier Proteins 80%
  • Information Structure 69%
  • Markov Model 53%
  • DNA 51%
  6 引文 斯高帕斯（Scopus）
• 2013

  CoIN: A network analysis for document triage

  Hsu, Y. Y. & Kao, H. Y., 2013, 於: Database. 2013, bat076.

  研究成果: Article › 同行評審

  開啟存取

  • Toxicogenetics 100%
  • toxicogenomics 84%
  • Nexus 75%
  • Triage 59%
  • Electric network analysis 53%
  4 引文 斯高帕斯（Scopus）

• Large-Scale Event Extraction from Literature with Multi-Level Gene Normalization

  van Landeghem, S., Björne, J., Wei, C. H., Hakala, K., Pyysalo, S., Ananiadou, S., Kao, H. Y., Lu, Z., Salakoski, T., van de Peer, Y. & Ginter, F., 2013 4月 17, 於: PloS one. 8, 4, e55814.

  研究成果: Article › 同行評審

  開啟存取

  • Data Mining 100%
  • Databases 49%
  • Licensure 44%
  • Genes 33%
  • PubMed 32%
  91 引文 斯高帕斯（Scopus）

• Location-aware time-series clustering on optimal sensor arrangement

  Yang, Z. H. & Kao, H. Y., 2013 4月 1, 於: International Journal of Electrical Engineering. 20, 2, p. 65-71 7 p.

  研究成果: Article › 同行評審

  • Time series 100%
  • Sensors 59%
  • Greenhouses 40%
  • Fires 13%
  • Costs 12%

• Measuring semantic relatedness using wikipedia signed network

  Yang, W. T. & Kao, H-Y., 2013 7月, 於: Journal of Information Science and Engineering. 29, 4, p. 615-630 16 p.

  研究成果: Article › 同行評審

  • Wikipedia 100%
  • Signed 61%
  • Semantics 49%
  • semantics 46%
  • Concepts 30%
  1 引文 斯高帕斯（Scopus）

• PubTator: a web-based text mining tool for assisting biocuration.

  Wei, C. H., Kao, H. Y. & Lu, Z., 2013 7月, 於: Unknown Journal. 41, Web Server issue, p. W518-522

  研究成果: Article › 同行評審

  開啟存取

  • Data Mining 100%
  • need 43%
  • evaluation 39%
  • PubMed 32%
  • Databases 24%
  424 引文 斯高帕斯（Scopus）

• Shortest paths anonymization on weighted graphs

  Wang, S. L., Tsai, Y. C., Kao, H. Y., Ting, I. H. & Hong, T. P., 2013 2月, 於: International Journal of Software Engineering and Knowledge Engineering. 23, 1, p. 65-79 15 p.

  研究成果: Article › 同行評審

  • Directed graphs 100%
  • Data privacy 44%
  • Industry 18%
  6 引文 斯高帕斯（Scopus）

• TmVar: A text mining approach for extracting sequence variants in biomedical literature

  Wei, C. H., Harris, B. R., Kao, H. Y. & Lu, Z., 2013 6月 1, 於: Bioinformatics. 29, 11, p. 1433-1439 7 p.

  研究成果: Article › 同行評審

  開啟存取

  • Text Mining 100%
  • Data Mining 72%
  • Text mining 69%
  • Mining 68%
  • Mutation 59%
  123 引文 斯高帕斯（Scopus）

• Unsupervised corpus distillation for represented indicator measurement on focus species detection

  Wei, C. H. & Kao, H. Y., 2013, 於: International Journal of Data Mining and Bioinformatics. 8, 4, p. 413-426 14 p.

  研究成果: Article › 同行評審

  • Distillation 100%
  • Mining 76%
  • Genes 63%
  • Dimension 50%
  • Text mining 38%
  1 引文 斯高帕斯（Scopus）

• Using a search engine-based mutually reinforcing approach to assess the semantic relatedness of biomedical terms

  Hsu, Y. Y., Chen, H. Y. & Kao, H. Y., 2013 11月 13, 於: PloS one. 8, 11, e77868.

  研究成果: Article › 同行評審

  開啟存取

  • Search Engine 100%
  • Semantics 81%
  • Datasets 31%
  • Data Mining 23%
  • Learning 14%
  2 引文 斯高帕斯（Scopus）

• Using positive and negative patterns to extract information from journal articles regarding the regulation of a target gene by a transcription factor

  Wang, H. C., Kooi, T. K., Kao, H. Y., Lin, S. C. & Tsai, S. J., 2013 12月 1, 於: Computers in Biology and Medicine. 43, 12, p. 2214-2221 8 p.

  研究成果: Article › 同行評審

  • Transcription factors 100%
  • Genes 66%
  • Gene expression 57%
  • Transcription Factors 52%
  • Pattern recognition 15%
  3 引文 斯高帕斯（Scopus）
• 2012

  Accelerating literature curation with text-mining tools: a case study of using PubTator to curate genes in PubMed abstracts.

  Wei, C. H., Harris, B. R., Li, D., Berardini, T. Z., Huala, E., Kao, H. Y. & Lu, Z., 2012, 於: Database : the journal of biological databases and curation. 2012, p. bas041

  研究成果: Article › 同行評審

  開啟存取

  • Data Mining 100%
  • Text mining 95%
  • Genes 78%
  • PubMed 65%
  • Databases 49%
  71 引文 斯高帕斯（Scopus）

• Augmented transitive relationships with high impact protein distillation in protein interaction prediction

  Tang, Y. T. & Kao, H. Y., 2012 12月, 於: Biochimica et Biophysica Acta - Proteins and Proteomics. 1824, 12, p. 1468-1475 8 p.

  研究成果: Article › 同行評審

  • Distillation 100%
  • Protein 27%
  • Proteins 24%
  • Molecular Sequence Annotation 4%
  • Protein Databases 4%
  1 引文 斯高帕斯（Scopus）

• SR4GN: A species recognition software tool for gene normalization

  Wei, C. H., Kao, H. Y. & Lu, Z., 2012 6月 5, 於: PloS one. 7, 6, e38460.

  研究成果: Article › 同行評審

  開啟存取

  • Data Mining 100%
  • Software 93%
  • Genes 49%
  • Benchmarking 44%
  • Proteins 30%
  62 引文 斯高帕斯（Scopus）
• 2011

  Cross-species gene normalization by species inference

  Wei, C. H. & Kao, H. Y., 2011 10月 3, 於: BMC Bioinformatics. 12, SUPPL. 8, S5.

  研究成果: Article › 同行評審

  開啟存取

  • Gene 99%
  • Genes 96%
  • Names 21%
  • Web Services 18%
  • Silver 15%
  57 引文 斯高帕斯（Scopus）