Emily Chia-Yu Su

29 papers C 1Misc 1Journal 18Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Development of Rmlnomogram: An R Package to Construct an Explainable Nomogram for Any Machine Learning Algorithms. MedInfo Herdiantri Sufriyana, Emily Chia-Yu Su
2025	C	`conf`	Explainable Machine Learning for Failed Labor Induction Prediction Using Nationwide Insurance Data. CIBCB Daniel Chriswinanto Adityo Nugroho, Septian D. Periska, Justinus A. Putranto, Jimmy I. Gunawan, Muhammad Solihuddin Muhtar, Jason C. Hsu, Yuan-Chii G. Lee, Emily Chia-Yu Su
2025	J	`jnl`	Predictive analysis of COVID-19 occurrence and vaccination impacts across the 50 US states. Comput. Biol. Medicine Chinmayee Rayguru, Atina Husnayain, Hua-Sheng Chiu, Pavel Sumazin, Emily Chia-Yu Su
2025	J	`jnl`	rmlnomogram: An R package to construct an explainable nomogram for any machine learning algorithms. CoRR Herdiantri Sufriyana, Emily Chia-Yu Su
2024	—	`conf`	Assessing the Mental Health Impact of COVID-19 on the US Population: A Large-Scale Survey Analysis Using SMOTE. ICMHI Chinmayee Rayguru, Emily Chia-Yu Su
2024	J	`jnl`	Dimension reduction and visualization of multiple time series data: a symbolic data analysis approach. Comput. Stat. Emily Chia-Yu Su, Han-Ming Wu
2023	—	`conf`	Assessing Internet Search Models in Predicting Daily New COVID-19 Cases and Deaths in South Korea. MedInfo Atina Husnayain, Emily Chia-Yu Su
2023	J	`jnl`	Human-guided deep learning with ante-hoc explainability by convolutional network from non-image data for pregnancy prognostication. Neural Networks Herdiantri Sufriyana, Yu-Wei Wu, Emily Chia-Yu Su
2023	—	`conf`	Prescribing Decision Support System for Patient Safety and to Prevent Fraud and Overspending in Indonesian National Health Insurance. ICMHI Daniel Chriswinanto Adityo Nugroho, Lukas Chrisantyo, Katherina Adisaputro, Ardhinta Septarda, Yosep Parlindungan Naibaho, Emily Chia-Yu Su
2023	—	`conf`	Prognosticating Fetal Growth Restriction and Small for Gestational Age by Medical History. MedInfo Herdiantri Sufriyana, Fariska Zata Amani, Aufar Zimamuz Zaman Al Hajiri, Yu-Wei Wu, Emily Chia-Yu Su
2021	J	`jnl`	Co-AMPpred for in silico-aided predictions of antimicrobial peptides by integrating composition-based features. BMC Bioinform. Onkar Singh, Wen-Lian Hsu, Emily Chia-Yu Su
2021	J	`jnl`	Isotypes of autoantibodies against novel differential 4-hydroxy-2-nonenal-modified peptide adducts in serum is associated with rheumatoid arthritis in Taiwanese women. BMC Medical Informatics Decis. Mak. Kai-Leun Tsai, Che-Chang Chang, Yu-Sheng Chang, Yi-Ying Lu, I-Jung Tsai, Jin-Hua Chen, Sheng-Hong Lin, Chih-Chun Tai, Yi-Fang Lin, Hui-Wen Chang, Ching-Yu Lin, Emily Chia-Yu Su
2021	J	`jnl`	Lightweight deep neural networks for cholelithiasis and cholecystitis detection by point-of-care ultrasound. Comput. Methods Programs Biomed. Chih-Jui Yu, Hsing-Jung Yeh, Chun-Chao Chang, Jui-Hsiang Tang, Wei-Yu Kao, Wen-Chao Chen, Yi-Jin Huang, Chien-Hung Li, Wei-Hao Chang, Yun-Ting Lin, Herdiantri Sufriyana, Emily Chia-Yu Su
2020	—	`conf`	Improving Dengue Surveillance System with Administrative Claim Data in Indonesia: Opportunities and Challenges. MIE Atina Husnayain, Anis Fuad, Ida Safitri Laksono, Emily Chia-Yu Su
2019	Misc	`conf`	Improving Allergenic Protein Prediction Using Physicochemical Features on Non-Redundant Sequences. ICMLC Sher Singh, Jr-Rou Chiu, Kuei-Ling Sun, Emily Chia-Yu Su
2019	J	`jnl`	RNA editing-based classification of diffuse gliomas: predicting isocitrate dehydrogenase mutation and chromosome 1p/19q codeletion. BMC Bioinform. Sean Chun-Chang Chen, Chung-Ming Lo, Shih-Hua Wang, Emily Chia-Yu Su
2018	—	`conf`	Adverse Drug Reaction Post Classification with Imbalanced Classification Techniques. TAAI Chen-Kai Wang, Hong-Jie Dai, Feng-Duo Wang, Emily Chia-Yu Su
2018	J	`jnl`	Predicting diabetic retinopathy and identifying interpretable biomedical features using machine learning algorithms. BMC Bioinform. Hsin-Yi Tsao, Pei-Ying S. Chan, Emily Chia-Yu Su
2017	—	`conf`	NTTMU System in the 2nd Social Media Mining for Health Applications Shared Task. SMM4H@AMIA Chen-Kai Wang, Nai-Wun Chang, Emily Chia-Yu Su, Hong-Jie Dai
2017	J	`jnl`	Unity is Strength: Improving biomedical classification performance based on ensemble learning approaches. Comput. Methods Programs Biomed. Emily Chia-Yu Su, Usman Iqbal, Yu-Chuan (Jack) Li
2016	J	`jnl`	BioCreative V BioC track overview: collaborative biocurator assistant task for BioGRID. Database J. Biol. Databases Curation Sun Kim, Rezarta Islamaj Dogan, Andrew Chatr-aryamontri, Christie S. Chang, Rose Oughtred, Jennifer M. Rust, Riza Batista-Navarro, Jacob Carter, Sophia Ananiadou, Sérgio Matos, André Santos, David Campos, José Luís Oliveira, Onkar Singh, Jitendra Jonnagaddala, Hong-Jie Dai, Emily Chia-Yu Su, Yung-Chun Chang, Yu-Chen Su, Chun-Han Chu, Chien Chin Chen, Wen-Lian Hsu, Yifan Peng, Cecilia N. Arighi, Cathy H. Wu, K. Vijay-Shanker, Ferhat Aydin, Zehra Melce Hüsünbeyi, Arzucan Özgür, Soo-Yong Shin, Dongseop Kwon, Kara Dolinski, Mike Tyers, W. John Wilbur, Donald C. Comeau
2016	J	`jnl`	ChemiRs: a web application for microRNAs and chemicals. BMC Bioinform. Emily Chia-Yu Su, Yu-Sing Chen, Yun-Cheng Tien, Jeff Liu, Bing-Ching Ho, Sung-Liang Yu, Sher Singh
2016	J	`jnl`	NTTMUNSW BioC modules for recognizing and normalizing species and gene/protein mentions. Database J. Biol. Databases Curation Hong-Jie Dai, Onkar Singh, Jitendra Jonnagaddala, Emily Chia-Yu Su
2016	J	`jnl`	Prediction of HIV-1 protease cleavage site using a combination of sequence, structural, and physicochemical features. BMC Bioinform. Onkar Singh, Emily Chia-Yu Su
2013	J	`jnl`	Prediction of B-cell epitopes using evolutionary information and propensity scales. BMC Bioinform. Scott Lin, Cheng-Wei Cheng, Emily Chia-Yu Su
2012	J	`jnl`	Prediction of nuclear proteins using nuclear translocation signals proposed by probabilistic latent semantic indexing. BMC Bioinform. Emily Chia-Yu Su, Jia-Ming Chang, Cheng-Wei Cheng, Ting-Yi Sung, Wen-Lian Hsu
2008	J	`jnl`	Predicting RNA-binding sites of proteins using support vector machines and evolutionary information. BMC Bioinform. Cheng-Wei Cheng, Emily Chia-Yu Su, Jenn-Kang Hwang, Ting-Yi Sung, Wen-Lian Hsu
2007	J	`jnl`	Protein subcellular localization prediction based on compartment-specific features and structure conservation. BMC Bioinform. Emily Chia-Yu Su, Hua-Sheng Chiu, Allan Lo, Jenn-Kang Hwang, Ting-Yi Sung, Wen-Lian Hsu
2005	—	`conf`	A Novel Approach for Prediction of Multi-Labeled Protein Subcellular Localization for Prokaryotic Bacteria. CSB Workshops Emily Chia-Yu Su, Allan Lo, Chin-Chin Lin, Fu Chang, Wen-Lian Hsu