HUANG,CHIEN-HUNG
Name HUANG,CHIEN-HUNG
Job Title Professor
Education Background Ph.D., Institute of Computer Science, National Tsing Hua University
Research Expertise 1. Algorithm
2. Bioinformatics
3. Parallel Computation
4. Machine Learning
Office Tel No. 5588
Email
Lab Link Computational Biology and Algorithms Laboratory
Country School Name Department Degree
大同大學 資訊工程系 學士
國立清華大學 資訊工程系 碩士
國立清華大學 資訊工程系 博士
Year Paper Title
2023 Cluster-based text mining for extracting drug candidates for the prevention of COVID-19 from the biomedical literature, Journal of Taibah University Medical Sciences, pp. 787-801, Jan. 2023
2023 TMMGdb - Tumor Metastasis Mechanism-Associated Gene Database, Current Bioinformatics, pp. 63-75, Jan. 2023
2022 Network subgraph-based approach for analyzing and comparing molecular networks, PeerJ, May. 2022
2022 DCPC: Drug Candidates for the Prevention of COVID-19 Database, Proceedings - IEEE 22nd International Conference on Bioinformatics and Bioengineering, BIBE 2022, pp. 124-127, 2022
2021 Identifying network subgraph-associated essential genes in molecular networks using a network subgraph approach, International Journal of Mathematical and Computational Sciences, pp. 71-77, May. 2021
2020 Dissecting molecular network structures using a network subgraph approach, PeerJ, Aug. 2020
2018 Data Hiding on Social Media Communications Using Text Steganography, Lecture Notes in Computer Science, pp. 217-224, Feb. 2018
2017 Preserving privacy of online digital physiological signals using blind and reversible steganography, Computer Methods and Programs in Biomedicine, pp. 159-170, Nov. 2017
2017 High-Capacity Data-Hiding Scheme on Synthesized Pitches Using Amplitude Enhancement—A New Vision of Non-Blind Audio Steganography, Symmetry, Jul. 2017
2017 Drug repurposing and therapeutic anti-microRNA predictions for inhibition of oxidized low-density lipoprotein-induced vascular smooth muscle cell-associated diseases, Journal of Bioinformatics and Computational Biology, pp. 1650043-, Jan. 2017
2016 DNA methylation-regulated microRNA pathways in ovarian serous cystadenocarcinoma: A meta-analysis, Computational Biology and Chemistry, pp. 154-164, Dec. 2016
2016 Identify potential drugs for cardiovascular diseases caused by stress-induced genes in vascular smooth muscle cells, PeerJ, pp. e2478, 34 pages-, Sep. 2016
2016 Graph Theory and Stability Analysis of Protein Complex Interaction Networks, IET Systems Biology, pp. 64-75, Apr. 2016
2016 Drug repositioning for non-small cell lung cancer by using machine learning algorithms and topological graph theory, BMC Bioinformatics, pp. 12859-015, Jan. 2016
2015 Using Time-course Data to Identify Stress- and LDL-induced MicroRNA Target Genes for Vascular Smooth Muscle Cells, Engineering Letters, pp. 307-311, Nov. 2015
2015 FARE-CAFE: A database of functional and regulatory elements of cancer-associated fusion events, DATABASE - The Journal of Biological Databases and Curation, pp. 1-10, Sep. 2015
2015 Prediction of Cancer Proteins by Integrating Protein Interaction, Domain Frequency and Domain Interaction Data Using Machine Learning Algorithms, BioMed Research International (formerly titled Journal of Biomedicine and Biotechnology), pp. 1-15, Mar. 2015
2015 Transcription factor and microRNA-regulated network motifs for cancer and signal transduction networks, BMC Systems Biology, Jan. 2015
2014 On Vertex-Pancyclicity and Edge-Pancyclicity of the WK-Recursive Network, Information Sciences, pp. 131-139, Nov. 2014
2014 Drug Repositioning Discovery for Early and Late Stage Non-Small Cell Lung Cancer, BioMed Research International (formerly titled Journal of Biomedicine and Biotechnology), Aug. 2014
2014 A Reversible Acoustic Data Hiding Method Based on Analog Modulation, Information Sciences, pp. 233-246, Jul. 2014
2014 The Role of A. thaliana MicroRNA-Regulated Protein-Protein Interaction Networks in Plant-Pathogen Interaction Study, IAENG International Journal of Computer Science, pp. 141-147, May. 2014
2014 An integrated web platform on disease-associated proteins, Journal of Chemical and Pharmaceutical Research, pp. 359-367, Mar. 2014
2014 In silico Identification of Potential Targets and Drugs for Non Small Cell Lung Cancer, IET Systems Biology, pp. 56-66, Feb. 2014
2013 Disturbance of A. thaliana microRNA-regulated pathways by Xcc bacterial effector proteins, Amino Acids, pp. 953-961, Dec. 2013
2013 Prediction of microRNA-regulated protein interaction pathways in Arabidopsis using machine learning algorithms, Computers in Biology and Medicine, pp. 1645-1652, Nov. 2013
2013 Improving Protein Complex Classification Accuracy Using Amino Acid Composition Profile, Computers in Biology and Medicine , pp. 1196-1204, Sep. 2013
2013 Algorithmic bipanpath connectivity of the hypercube, Computer Systems Science and Engineering, pp. 139-145, May. 2013
2012 Geodesic Pancyclicity and Balanced Pancyclicity of the Generalized Base-b Hypercube, Discrete Applied Mathematics, pp. 548-559, Apr. 2012
2010 車載通訊網路管理功能之研發, 國立虎尾科技大學學報, pp. 1-10, Sep. 2010
2010 Data Hiding Methods Based upon DNA Sequences, Information Sciences, pp. 2196-2208, Jun. 2010
2010 Prediction of Protein Functions based on Function-function Correlation Relations, Computers in Biology and Medicine, pp. 300-305, Mar. 2010
2009 The Panconnectivity and the Pancycle-connectivity of the Generalized Base-b Hypercube, Journal of Supercomputing, pp. 162-176, Nov. 2009
2009 Strongly Hamiltonian Laceability of the Even k-ary n-cube, Computers and Electrical Engineering, pp. 659-663, Sep. 2009
2008 The Pancyclicity and the Hamiltonian-connectivity of the Generalized Base-b hypercube, Computers and Electrical Engineering, pp. 263-269, Jul. 2008
2008 Applications of Domain-domain Interactions in Pathway Study, Computational Biology and Chemistry, pp. 81-87, Apr. 2008
2007 Managing Squid Proxy Server with Log Data Analysis, International Journal of Information and Technology, pp. 14-21, Jan. 2007
2006 Topological Robustness of the Protein-protein Interaction Networks, Lecture Notes in Bioinformatics, pp. 166-177, May. 2006
2006 Protein Structural Classes Prediction via Residues Environment Profile, Asian Journal of Health and Information Sciences, pp. 332-342, May. 2006
2006 Hamiltonian Decompositions of WK-Recursive Networks, Springer series Lecture Notes in Computer Science (LNCS), pp. 1099-1104, Jan. 2006
2005 Hamiltonian Decompositions of WK-Recursive Networks, Springer series Lecture Notes in Computer Science, pp. 1099-1104, Jan. 2005
1999 An Optimal Embedding of Cycles into Incomplete Hypercubes, Information Processing Letters, pp. 213-218, Sep. 1999
1998 Embedding Incomplete Binary Trees into Incomplete Hypercubes, IEE Proceedings-Computers and Digital Techniques, pp. 377-384, Mar. 1998
Year Paper Title
2025 陳蓉霞, 林元傑, 黃建宏, 基於深度學習之畫派辨識與風格轉移系統, 2025臺灣網際網路研討會 (TANET 2025), Oct. 21-23, 2025, TWN臺灣
2025 Y. C. Lai, C. H. Huang and Ka-Lok Ng, Evaluation of Image Generation Quality from Various Generative Adversarial Network Models, 2025 Second International Conference on Artificial Intelligence for Medicine, Health, and Care (AIxMHC 2025), Oct. 12-14, 2025, TWN臺灣
2025 陳盈儒, 黃建宏*, 以人工智慧協助建立豬隻抗病力之相關基因選拔, 2025工程科技應用研討會, Mar. 27, 2025, TWN臺灣
2025 鄭宗軒, 黃建宏*, 深度學習之應用-皮膚癌影像辨識之研究, 2025工程科技應用研討會, Mar. 27, 2025, TWN臺灣
2024 許宸瑋, 許博堯, 許雅竣, 黃建宏*, 基於MediaPipe之超商店員動作識別警報系統, 2024資通電應用科技研討會 (2024 ICEAT), Jun. 12, 2024, TWN臺灣
2024 曾聖傑, 廖蓉棋, 黃宥榕, 黃建宏*, 結合AI影像辨識之口腔疾病診療系統, 2024資通電應用科技研討會 (2024 ICEAT), Jun. 12, 2024, TWN臺灣
2023 蘇聖傑, 戴子璿, 劉政璋, 黃建宏*, 使用手勢辨識於3D物件控制, 2023資通電應用科技研討會 (2023 ICEAT), Jun. 15, 2023, TWN臺灣
2023 蘇聖傑, 戴子璿, 劉政璋, 黃建宏, 使用手勢辨識於3D物件控制, 2023資通電應用科技研討會 (2023 ICEAT), Jun. 15, 2023, TWN中華民國(臺灣)
2023 鄭宗軒, 林景順, 黃建宏, 深度學習之應用-視網膜病變影像辨識之研究, 2023資通電應用科技研討會 (2023 ICEAT), Jun. 15, 2023, TWN中華民國(臺灣)
2023 鄭宗軒, 林景順, 黃建宏*, 深度學習之應用-視網膜病變影像辨識之研究, 2023資通電應用科技研討會 (2023 ICEAT), Jun. 15, 2023, TWN臺灣
2022 李承展, 陳治宏, 黃建宏, 機器學習之應用-音樂風格和音樂情緒自動分類之研究, 2022資通電應用科技研討會 (2022 ICEAT), Jul. 27, 2022, TWN中華民國(臺灣)
2022 李承展, 陳治宏, 黃建宏*, 機器學習之應用-音樂風格和音樂情緒自動分類之研究, 2022資通電應用科技研討會 (2022 ICEAT), Jul. 27, 2022, TWN臺灣
2022 Zheng-Lun Cai, C. H. Huang and Ka-Lok Ng, Comparison of classical and quantum support vector machine classifiers performance for patients with metastasis, 17th International Symposium on Healthcare Information Management (UHIMA 2022), Mar. 12, 2022, TWN中華民國(臺灣)
2020 Efendi Zaenudin, C. H. Huang and Ka-Lok Ng, Identifying Network Subgraph-associated Essential Genes in Molecular Networks, International Conference on Biomathematics, Biostatistics, Bioinformatics and Bioengineering 2020 (ICBBBB 2020), Nov. 18-19, 2020, SGP新加坡共和國(新加坡)
2019 Ka-Lok Ng, C. H. Huang, Jeffrey J. P. Tsai, Utilize machine learning approaches to identify potential drugs for non-small cell lung cancer, “Cancer research using artificial intelligence technologies on the frontiers of medical science” session, The 78th Annual Meeting of the Japanese Cancer Association, Sep. 25-27, 2019, JPN日本
2019 Efendi Zaenudin, Ezra B. Wijaya, Eskezeia Y. Dessie, David Agustriawan, Jeffrey J.P. Tsai, C. H. Huang*, and Ka-Lok Ng, An Algorithm to Construct Network Motifs for Bioinformatics Study, The International MultiConference of Engineers and Computer Scientists 2019 (IMECS 2019), Mar. 12-14, 2019, HKG香港
2018 Eskezeia Y. Dessie, Ezra B. Wijaya, C. H. Huang, David Agustriawan, Jeffrey J.P Tsai and Ka-Lok Ng, Identification of Several Core Overexpressed MicroRNAs that Could Predict Survival in Patients with Ovarian Cancer, 2018 IEEE 18th International Conference on Bioinformatics and Bioengineering (BIBE 2018), Oct. 28-30, 2018, TWN中華民國(臺灣)
2018 Ezra B. Wijaya, Erwandy Lim, David Agustriawan, C. H. Huang, Jeffrey J.P. Tsai and Ka-Lok Ng, Utilizing imputation and meta-analysis to identify DNA-methylation-mediated microRNAs in ovarian cancer, 5th International Conference on Algorithms for Computational Biology (AlCoB 2018), Jun. 24-25, 2018, HKG香港
2017 Hung-Jr Shiu, Bor-Shing Lin, Bor-Shyh Lin, Wei-Chou Lai, C. H. Huang*, and Chin-Laung Lei, Identification A Stereo Audio Steganography by Inserting Low-Frequency and Octave Equivalent Pure Tones, the Fourth Euro-China Conference on Intelligent Data Analysis and Applications (ECC 2017), Oct. 08-10, 2017, ESP西班牙王國(西班牙)
2017 Jin-Shuei Ciou, Erwandy Lim, C. H. Huang*, Nilubon Kurubanjerdjit, Wen-Hsiung Li, and Ka-Lok Ng, GEMtf - Database of Time-course Expression Profiles of Maize Transcription Factors by Using Biclustering Algorithm, the International MultiConference of Engineers and Computer Scientists 2017 (IMECS 2017), Mar. 14-16, 2017, HKG香港
2016 C. H. Huang, Sheng-Jia Weng, Praveen Kumar Korla, Jywe-Fei Fang, Jeffrey J. P. Tsai, Nilubon Kurubanjerdjit, and Ka-Lok Ng, Identification and analysis of palindromes for RNA sequences, 2016 IEEE 16th International Conference on Bioinformatics and Bioengineering (BIBE 2016), Oct. 30-Nov. 01, 2016, TWN中華民國(臺灣)
2016 David Agustriawan, Ezra B. Wijaya, C. H. Huang, Erwandy Lim, I-Chin Hsueh, Nilubon Kurubanjerdjit, Ke-Rung Tzeng, and Ka-Lok Ng, MethmiRbase: a Database of DNA Methylation and miRNA Expression in Human Cancer, International MultiConference of Engineers and Computer Scientists 2016 (IMECS 2016), Mar. 15-17, 2016, HKG香港
2015 C. H. Huang, Jin-Shuei Ciou, Shun-Tsung Chen, Ke-Rung Tzeng, Jeffrey J. P. Tsai, Nilubon Kurubanjerdjit, and Ka-Lok Ng, Identifying Stress-induced and LDL-induced Differentially Expressed Genes in Vascular Smooth Muscle Cells, International MultiConference of Engineers and Computer Scientists 2015 (IMECS 2015), Mar. 17-19, 2015, HKG香港
2014 Nilubon Kurubanjerdjit, Ching–Yi Chen, Ke-Rung Tzeng, Jin-Shuei Ciou, Jeffrey J.P Tsai, C. H. Huang* and Ka-Lok Ng, In-silico Study of the Role of Differentially Expressed Genes and MicroRNAs in Host-Pathogen Interaction, International MultiConference of Engineers and Computer Scientists 2014 (IMECS 2014), Mar. 11-13, 2014, HKG香港
2013 Nilubon Kurubanjerdjit, C. H. Huang and Ka-Lok Ng, Identification of lung cancer associated protein by clique percolation clustering analysis, 13th International Symposium on Communications and Information Technologies (ISCIT 2013), Sep. 03-05, 2013, THA泰王國(泰國)
2013 C. H. Huang, Min-You Wu, Chi-Ying F. Huang and Ka-Lok Ng, Therapeutic Target Identification for Lung Cancer, International MultiConference of Engineers and Computer Scientists 2013 (IMECS 2013), Mar. 12-14, 2013, HKG香港
2012 C. H. Huang, Ke-Rung Tzeng and Ka-Lok Ng, In Silico Study of Cancer Network Motifs, 3rd International Conference on Bioscience and Bioinformatics (ICBB '12), Dec. 28-30, 2012, SWZ史瓦濟蘭王國(史瓦帝尼)
2012 C. H. Huang, Szu-Yu Chou and Ka-Lok Ng, Protein Complexes Enriched with Cancer Proteins, 3rd International Conference on Bioscience and Bioinformatics (ICBB '12), Dec. 28-30, 2012, SWZ史瓦濟蘭王國(史瓦帝尼)
2012 C. H. Huang, Szu-Yu Chou and Ka-Lok Ng , Robustness of Protein Complex Networks, 2nd International Conference on Computer Science and Service System (CSSS 2012), Aug. 10-12, 2012, CHN大陸地區(大陸)
2012 Protein Complexes Enriched with Cancer Proteins, 20th Symposium on Recent Advances in Cellular and Molecular Biology, Feb. 06-Jul. 08, 2012, TWN中華民國(臺灣)
2011 Szu-Yu Chou , Chien-Hung Huang , Ka-Lok Ng , Classification of Yeast Protein Complexes Using Topological and Physicochemcial Features, 2011 National Computer Symposium(NCS 2011), Algorithms and Bioinformatics Workshop, Dec. 01-02, 2011, TWN中華民國(臺灣)
2011 Szu-Yu Chou , Ka-Lok Ng , Chien-Hung Huang , Topological Robustness of Protein Complex Networks, 9th Symposium of Bioinformatics and Systems Biology in Taiwan (BIT), Sep. 27-29, 2011, TWN中華民國(臺灣)
2011 Chien-Hung Huang , Kun-Ting Chou , Ka-Lok Ng , Physiochemcial Features Study of Protein Complexes, 4th IEEE International Conference on Computer Science and Information Technology (ICCSIT 2011), Jun. 09-11, 2011, CHN大陸地區(大陸)
2011 Kun-Ting Chou , Ka-Lok Ng , Chien-Hung Huang , Protein complexes Subunits Interaction Topology and Sequence Identity, 3rd IEEE International Conference on Computer Research and Development (ICCRD 2011), Mar. 10-12, 2011, CHN大陸地區(大陸)
2011 C. H. Huang , Kun-Ting Chou , Szu-Yu Chou , Ka-Lok Ng , Hung-Liang Chuang , Protein Complexes Subunits Physiochemical Properties Study, 19th Symposium on Recent Advances in Cellular and Molecular Biology, Feb. 09-11, 2011, TWN中華民國(臺灣)
2011 C. H. Huang , Kun-Ting Chou , Szu-Yu Chou , Ka-Lok Ng , Hung-Liang Chuang , Protein Complexes Subunits Physiochemical Properties Study, 19th Symposium on Recent Advances in Cellular and Molecular Biology, Feb. 09-11, 2011
2010 Predicting Cancer-related MicroRNA Target Genes with Data Fusion Method, International Conference of Inflammation, Cardiometabolic Diseases and Cancer, Nov. 06-07, 2010
2010 Chien-Hung Huang, H. Y. Liao, Ka-Lok Ng, Characterization of Protein Complexes Subunits - Using Interaction and Sequence Identity, 35th FEBS Congress (Febs 2010), Molecules of Life, Jun. 24-30, 2010, SWE瑞典王國(瑞典)
2009 Chien-Hung Huang, Wen-Yew Liang, Chen-Yu Chan, Yu-Chin Liu, Jywe-Fei Fang, Edge Fault Tolerant Pancyclicity of the WK-Recursive Network, 2009 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, Aug. 22-25, 2009, CAN加拿大
2009 Jywe-Fei Fang, Ka-Lok Ng, Hung-Jr Shiu, Chien-Hung Huang, Novel Broadcasting Scheme of the Hierarchical Interconnection Network, 2009 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, Aug. 22-25, 2009, CAN加拿大
2009 Chang-Chih Chiang, Ka-Lok Ng, Chien-Hung Huang, Chia-Wei Weng, A Platform for Identifying MicroRNA Targeting Genes, 9th IEEE International Conference on Bioinformatics and Bioengineering (BIBE2009), Jun. 21-23, 2009, TWN中華民國(臺灣)
2009 Novel Broadcasting Scheme of the Hierarchical Interconnection Network, 2009資訊管理暨商務科技研討會, May. 07, 2009
2009 Fast String Matching Algorithms Based Upon the Data Encoding Scheme, 2009 International Conference on Advanced Information Technologies (AIT 2009), Apr. 23-24, 2009
2009 An Efficient String Matching Algorithm Based Upon the Hashing Scheme, 2009 the E-Learming and Information Technology Symposium, Mar. 31, 2009
2009 Chien-Hung Huang, Chia-Wei Weng, Shih-Hua Wu, Chih-Hsien Huang, Chang-Chih Chiang, A Study of Cancer-related MicroRNAs Through Expression Data and Literature Search, World Academy of Science, Engineering and Technology, Mar. 31-Apr. 02, 2009, ITA義大利共和國(義大利)
2009 Protein Function-Function Correlation Approach for Protein Functions Prediction, 7th Asia-Pacific Bioinformatics Conference (APBC2009), Jan. 12-15, 2009
2008 Functional Correlation of Protein Functions, World Conference on Integrated Design & Process Technology (IDPT 2008), May. 31-Jun. 05, 2008
2008 The Geodesic Bipancyclicity of the Hypercube, 25th Workshop on Combinatorial Mathematics and Computation Theory, Apr. 24-25, 2008
2007 Database of CpG-island-assoicated microRNA genes, NCS 2007 中華民國96 年全國計算機會議, Dec. 19-20, 2007
2007 The bi- panconnectivity of the hypercube, International Conference on Networking, Jul. 28-30, 2007
2007 Finding all Palindrome Subsequences on a String, 第六屆離島資訊技術與應用研討會, May. 31, 2007
2007 Application of a Modified Convolution Method to Exact String Matching, 第六屆離島資訊技術與應用研討會, May. 31, 2007
2006 Protein-protein interaction pathways reconstruction from domain-domain interactions, The 7th International Conference on Systems Biology (ICSB-2006), Oct. 08-10, 2006
2006 Topological Stability of the protein-protein interaction networks, 4th Asia-Pacific Bioinformatics Conference (APBC2006), Feb. 12-15, 2006
2005 An Implementation of A Log File Analyzer for Apache Server in Linux Systems, 2005 International Conference on Open Source (ICOS 2005), Nov. 09-11, 2005
2005 Embedding the mesh in books, 2005 IEEE Pacific Rim Conference on Communications, Aug. 23-25, 2005
2005 Embedding the mesh in books, 2005 IEEE Pacific Rim Conference on Communications, Aug. 23-25, 2005
2005 Study of the Protein-protein Interaction Networks via Random Graph Approach, ICCI 2005 The 4th IEEE International Conference on Cognitive Informatics, Aug. 07-09, 2005
2005 Study of the Protein-protein Interaction Networks via Random Graph Approach, ICCI 2005 The 4th IEEE International Conference on Cognitive Informatics, Aug. 07-09, 2005
2005 Modular Structures of the Protein-protein Interaction Networks and Protein Complexes Identification, 國家衛生研究院第三屆訊息傳遞研究會，會議議程及論文摘要集, Apr. 27-28, 2005, TWN中華民國(臺灣)
2005 Modular Structures of the Protein-protein Interaction Networks and Protein Complexes Identification, 國家衛生研究院第三屆訊息傳遞研究會，會議議程及論文摘要集, Apr. 27-28, 2005, TWN中華民國(臺灣)
2005 A Cross-species Topological Study of the Protein-protein Interaction Networks, Sino-German International Conference on Network: From Biology To Theor, Apr. 03-07, 2005
2005 A Cross-species Topological Study of the Protein-protein Interaction Networks, Sino-German International Conference on Network: From Biology To Theor, Apr. 03-07, 2005
2005 Hierarchical Structure of protein-protein interaction networks., 中華民國物理學會年會，物理雙月刊，廿七卷一期, Jan. 31-Feb. 03, 2005, TWN中華民國(臺灣)
2005 Hierarchical Structure of protein-protein interaction networks., 中華民國物理學會年會，物理雙月刊，廿七卷一期, Jan. 31-Feb. 03, 2005, TWN中華民國(臺灣)
2005 Wormhole routing of the incomplete hypercubes, Workshop on Graph Theory and Combinatorics, Jan. 31-Feb. 01, 2005
2005 Topological Structures of the Protein-protein Interaction Networks., Asia Pacific Bioinformatics Conference (APBC 2005), Jan. 16-20, 2005
2005 Topological Structures of the Protein-protein Interaction Networks., Asia Pacific Bioinformatics Conference (APBC 2005), Jan. 16-20, 2005
Project Category Year Project Title Job Title Period
企業產學計畫(含公營及私人企業) 2024 ACS-飛機上機件四年自主開發案 共同(協同)主持人 2024.12 ~ 2026.12
企業產學計畫(含公營及私人企業) 2023 ACS-飛機上機件四年自主開發案 共同(協同)主持人 2023.12 ~ 2025.12
企業產學計畫(含公營及私人企業) 2021 ACS-飛機上機件四年自主開發案 共同(協同)主持人 2021.12 ~ 2023.12
政府學術研究計畫-科技部專題研究計畫 2020 科技部109年度 【 整合醫學文獻與癌症基因體圖譜資料並運用人工智慧建立泛癌症潛在藥物與基因之分析模型 】 主持人 2020.07 ~ 2021.07
政府學術研究計畫-科技部專題研究計畫 2018 科技部107年度 【 應用整體學習分類法建構高效率及精準的藥物重新定位平台 】 主持人 2018.07 ~ 2019.07
政府學術研究計畫-科技部專題研究計畫 2017 科技部106年度 【 使用深度學習策略與圖形演算法改進疾病潛在藥物預測之準確度 】 主持人 2017.07 ~ 2018.07
政府學術研究計畫-科技部專題研究計畫 2017 科技部106年度 【使用深度學習策略與圖形演算法改進疾病潛在藥物預測之準確度】 主持人 2017.07 ~ 2018.07
其他單位產學計畫 2017 基於雲端(cloud)之地理資訊(GIS)系統 共同(協同)主持人 2017.05 ~ 2017.12
政府學術研究計畫-科技部專題研究計畫 2016 科技部105年度 【 整合多種計算方法建立癌症相關之藥物重新定位的新流程 】學門名稱：生物資訊與醫療資訊 主持人 2016.07 ~ 2017.11
政府學術研究計畫-國科會專題研究計畫 2015 科技部104年度 【 生物網路之圖形理論與強健性分析 】學門名稱：生物資訊與醫療資訊 主持人 2015.07 ~ 2016.07
企業產學計畫(含公營及私人企業) 2015 ACS-客製化網站分析軟體之建置 主持人 2015.01 ~ 2016.01
校內補助案 2014 103年鼓勵性計畫【癌症蛋白複合體預測生物資訊系統】 主持人 2014.07 ~ 2015.07
政府學術研究計畫-國科會專題研究計畫 2013 國科會101年度 【 建立癌症蛋白複合體分析及新藥開發之生物資訊平台 】(第二年) 主持人 2013.07 ~ 2014.07
政府學術研究計畫-國科會專題研究計畫 2012 國科會101年度 【 建立癌症蛋白複合體分析及新藥開發之生物資訊平台 】2年期 主持人 2012.07 ~ 2014.07
政府學術研究計畫-國科會專題研究計畫 2011 隱藏學之研究– 利用類比調變技術隱藏資訊 主持人 2011.07 ~ 2012.07
政府學術研究計畫-國科會專題研究計畫 2010 蛋白質複合體之研究 - 利用機器學習方法預測複合體及建構複合體交互作用網路 主持人 2010.07 ~ 2011.07
政府學術研究計畫-國科會專題研究計畫 2009 蛋白質交互作用相關探討 - 蛋白質複合體之研究及癌症蛋白質作用區域之研究 主持人 2009.07 ~ 2010.07
政府學術研究計畫-國科會專題研究計畫 2009 遞迴式連結網路之研究 共同(協同)主持人 2009.07 ~ 2010.07
政府學術研究計畫-國科會專題研究計畫 2008 蛋白質複合體之研究 – 整合蛋白質作用區域、功能、基因表達及蛋白質作用資料 主持人 2008.07 ~ 2009.07
國科會專題計畫 2007 組合演算法於生物資訊結構之應用與討論－子計畫四：生物網路子結構、穩定性及功能之探討 主持人 2007.07 ~ 2008.07
國科會案件 2006 組合演算法於生物資訊結構之應用與討論－子計畫四：生物網路子結構、穩定性及功能之探討(2/2) 主持人 2006.07 ~ 2007.07
國科會案件 2005 生物序列分析與擷取之研究─子計畫一：生物網路之功能及結構探討(I) 主持人 2005.07 ~ 2006.07
國科會案件 2004 Linux/FreeBSD系統中Squid代理伺服器紀錄檔分析軟體之研製 主持人 2004.09 ~ 2005.09
國科會案件 2004 金字塔結構線路的線性鋪置問題之研究(III) 共同(協同)主持人 2004.07 ~ 2005.07
Year Paper Title
2024 CHENG, TSUNG-HSUAN, Identification of Skin Cancer Images by Xception and DenseNet Neural Networks, 2024
2023 A Study on Landmark Image Recognition of Tainan Based on Ensemble Learning, 2023
2021 Application of text mining approach for new coronavirus disease (SARS-CoV-2) study, 2021
2019 Potential drug predictions for non-small cell lung cancer – use ensemble learning approach, 2019
2019 A Study of Potential Drugs and Genes for Pan-cancer – by Network Topology Property, 2019
2018 Improving the prediction of potential drugs for non-small cell lung cancer by using deep learning approach and gene mutation data, 2018
Teng-Hung Chen, Topological Analysis of Protein Complex Interaction Networks
Yu-Hsuan Liu, Drugs Predictions and Therapeutic Anti-microRNA Identification for Non-Small Cell Lung Cancer by Integrating Graph Algorithm and Topological Classification
Chia-Wei Hsu, Drug Prediction for Non-Small Cell Lung Cancer by Using Machine Learning Algorithms
Ci-Jun Peng, In silico study of molecular biology network motifs
Sheng-Jia Weng, Approximated Palindromes Searching for the RNA Sequences by Dynamic Programming Approach
Yong-Jie Lin, Therapeutic Drug Prediction for Non-Small Cell Lung Cancer by using Meta-Analysis of Microarray Data
Huai-Shun Peng, Cancer Proteins Prediction by Integrating Multiple Biological Features with Multiple Machine Learning Classifiers
Wen-Wei Zhuang, An Integrated Database of miRNA-Regulated Disease-Associated Protein Complexes
Kun-Ting Chao, Protein Complexes Classification Study Based on Machine Learning Approaches
Hsien-Yang Liao, A study of protein complexes topological features by integrating protein complexes and protein-protein interaction data
He-Xing Li, In silico study of significant network motifs in the cancer networks
HSIEH, I-LUN, Analyze the structures of cancer networks and signal transduction networks using network motif approach
Syz-Yu Chou, Protein Complexes Study - Prediction Accuracy Improvement and Topological Robustness Analysis
Min-You Wu, In Silico Prediction of Therapeutic Drug Targets for Lung Cancer
Ko-Ting Hsu, The Development of OSEK ECU Network Management
Course Title Class Reference Link
機率與統計 暑修C https://tqas.nfu.edu.tw/course_schedule/detail/11430056
程式語言 暑修C https://tqas.nfu.edu.tw/course_schedule/detail/11430053