Hua Xu

Yuan Yuan, Hua Xu: Flexible job shop scheduling using hybrid differential evolution algorithms. Computers & Industrial Engineering 65(2): 246-260 (2013)

Wei Wang, Hua Xu, Wei Wan: Implicit feature identification via hybrid association rule mining. Expert Syst. Appl. 40(9): 3518-3531 (2013)

Mei Liu, Eugenia Renne McPeek Hinz, Michael Edwin Matheny, Joshua C. Denny, Jonathan Scott Schildcrout, Randolph A. Miller, Hua Xu: Comparative analysis of pharmacovigilance methods in the detection of adverse drug reactions using electronic medical records. JAMIA 20(3): 420-426 (2013)

Si Sun, Xiaomu Zhou, Joshua C. Denny, S. Trent Rosenbloom, Hua Xu: Messaging to your doctors: understanding patient-provider communications via a portal system. CHI 2013: 1739-1748

Jingchun Sun, Yonghui Wu, Hua Xu, Zhongming Zhao: DTome: a web-based tool for drug-target interactome construction. BMC Bioinformatics 13(S-9): S7 (2012)

Wenhao Zhang, Hua Xu, Wei Wan: Weakness Finder: Find product weakness from Chinese reviews by using aspects based sentiment analysis. Expert Syst. Appl. 39(11): 10283-10291 (2012)

Zhongwu Zhai, Bing Liu, Jingyuan Wang, Hua Xu, Peifa Jia: Product Feature Grouping for Opinion Mining. IEEE Intelligent Systems 27(4): 37-44 (2012)

Yanxin Lu, Hua Xu, Neeraja B. Peterson, Qi Dai, Min Jiang, Joshua C. Denny, Mei Liu: Extracting epidemiologic exposure and outcome terms from literature using machine learning approaches. IJDMB 6(4): 447-459 (2012)

Jiadong Yang, Hua Xu, Peifa Jia: Effective search for Pittsburgh learning classifier systems via estimation of distribution algorithms. Inf. Sci. 198: 100-117 (2012)

Minggang Wang, Hua Xu: A Novel Four-Dimensional Energy-Saving and Emission-Reduction System and Its Linear Feedback Control. J. Applied Mathematics 2012 (2012)

Robert J. Carroll, William K. Thompson, Anne E. Eyler, Arthur M. Mandelin, Tianxi Cai, Raquel M. Zink, Jennifer A. Pacheco, Chad S. Boomershine, Thomas A. Lasko, Hua Xu, Elizabeth W. Karlson, Raul G. Perez, Vivian Gainer, Shawn N. Murphy, Eric M. Ruderman, Richard M. Pope, Robert M. Plenge, Abel N. Kho, Katherine P. Liao, Joshua C. Denny: Portability of an algorithm to identify rheumatoid arthritis in electronic health records. JAMIA 19(e1) (2012)

Mei Liu, Yonghui Wu, Yukun Chen, Jingchun Sun, Zhongming Zhao, Xue-wen Chen, Michael E. Matheny, Hua Xu: Large-scale prediction of adverse drug reactions using chemical, biological, and phenotypic properties of drugs. JAMIA 19(e1) (2012)

Yukun Chen, Subramani Mani, Hua Xu: Applying active learning to assertion classification of concepts in clinical text. Journal of Biomedical Informatics 45(2): 265-272 (2012)

Hua Xu, Yonghui Wu, Noemie Elhadad, Peter D. Stetson, Carol Friedman: A new clustering method for detecting rare senses of abbreviations in clinical notes. Journal of Biomedical Informatics 45(6): 1075-1083 (2012)

Son Doan, Nigel Collier, Hua Xu, Pham Duy, Tu Minh Phuong: Recognition of medication information from discharge summaries using ensembles of classifiers. BMC Med. Inf. & Decision Making 12: 36 (2012)

Mei Liu, Michael E. Matheny, Yong Hu, Hua Xu: Data mining methodologies for pharmacovigilance. SIGKDD Explorations 14(1): 35-42 (2012)

Hiroaki Mukaidani, Hua Xu, Toru Yamamoto, Vasile Dragan: Static output feedback H2/H∞ control of infinite horizon Markov jump linear stochastic systems with multiple decision makers. CDC 2012: 6003-6008

Yuan Yuan, Hua Xu: HHS/LNS: An integrated search method for flexible job shop scheduling. IEEE Congress on Evolutionary Computation 2012: 1-8

Min Song, Doheon Lee, Hua Xu, Sophia Ananiadou: DTMBIO 2012: international workshop on data and text mining in biomedical informatics. CIKM 2012: 2766-2767

Mei Liu, Michael E. Matheny, Yonghui Wu, Eugenia R. McPeek Hinz, Joshua C. Denny, Jonathan S. Schildcrout, Randolph A. Miller, Hua Xu: Detecting Adverse Drug Reactions Using Inpatient Medication Orders and Laboratory Tests Data. HISB 2012: 131

Jiadong Yang, Hua Xu, Li Pan, Peifa Jia, Fei Long, Ming Jie: Task scheduling using Bayesian optimization algorithm for heterogeneous computing environments. Appl. Soft Comput. 11(4): 3297-3310 (2011)

Anqi Cui, Hua Xu, Peifa Jia: An Elman neural network-based model for predicting anti-germ performances and ingredient levels with limited experimental data. Expert Syst. Appl. 38(7): 8186-8192 (2011)

Zhongwu Zhai, Hua Xu, Bada Kang, Peifa Jia: Exploiting effective features for chinese sentiment classification. Expert Syst. Appl. 38(8): 9139-9146 (2011)

Wei Wan, Hua Xu, Wenhao Zhang, Xincheng Hu, Gang Deng: Questionnaires-based skin attribute prediction using Elman neural network. Neurocomputing 74(17): 2834-2841 (2011)

Yun Wen, Hua Xu, Jiadong Yang: A heuristic-based hybrid genetic-variable neighborhood search algorithm for task scheduling in heterogeneous multiprocessor system. Inf. Sci. 181(3): 567-581 (2011)

S. Trent Rosenbloom, Joshua C. Denny, Hua Xu, Nancy M. Lorenzi, William W. Stead, Kevin B. Johnson: Data from clinical notes: a perspective on the tension between structure and flexible documentation. JAMIA 18(2): 181-186 (2011)

Hua Xu, Min Jiang, Matt Oetjens, Erica A. Bowton, Andrea H. Ramirez, Janina M. Jeff, Melissa A. Basford, Jill M. Pulley, James D. Cowan, Xiaoming Wang, Marylyn D. Ritchie, Daniel R. Masys, Dan M. Roden, Dana C. Crawford, Joshua C. Denny: Facilitating pharmacogenetic studies using electronic health records and natural-language processing: a case study of warfarin. JAMIA 18(4): 387-391 (2011)

Min Jiang, Yukun Chen, Mei Liu, S. Trent Rosenbloom, Subramani Mani, Joshua C. Denny, Hua Xu: A study of machine-learning-based approaches to extract clinical entities and their assertions from discharge summaries. JAMIA 18(5): 601-606 (2011)

Hua Xu, Samir AbdelRahman, Yanxin Lu, Joshua C. Denny, Son Doan: Applying semantic-based probabilistic context-free grammar to medical language processing - A preliminary study on parsing medication sentences. Journal of Biomedical Informatics 44(6): 1068-1075 (2011)

Zhongwu Zhai, Bing Liu, Lei Zhang, Hua Xu, Peifa Jia: Identifying Evaluative Sentences in Online Discussions. AAAI 2011

Hua Xu, Samir AbdelRahman, Min Jiang, Jung-Wei Fan, Yang Huang: An initial study of full parsing of clinical text using the Stanford Parser. BIBM Workshops 2011: 607-614

Hiroaki Mukaidani, Hua Xu, Vasile Dragan: Multi-objective decision-making problems for discrete-time stochastic systems with state- and disturbance-dependent noise. CDC-ECE 2011: 6388-6393

Hiroaki Mukaidani, Hua Xu, Vasile Dragan: Soft-constrained stochastic Nash games for weakly coupled large-scale discrete-time systems. CDC-ECE 2011: 6394-6399

Yun Wen, Hua Xu: A cooperative coevolution-based pittsburgh learning classifier system embedded with memetic feature selection. IEEE Congress on Evolutionary Computation 2011: 2415-2422

Hua Xu, Xingfa Gu, Zhengqiang Li, Li Li, Zhihui Wang, Wanchun Zhang: Retrieving water-leaving reflectance from HJ1 CCD imagery aided by MODIS product. IGARSS 2011: 1001-1004

Masaru Unno, Hua Xu: Dynamic Optimal Revenue-Sharing Strategy in E-Commerce. KES (3) 2011: 310-319

Zhongwu Zhai, Bing Liu, Hua Xu, Peifa Jia: Constrained LDA for Grouping Product Features in Opinion Mining. PAKDD (1) 2011: 448-459

Zhongwu Zhai, Bing Liu, Hua Xu, Peifa Jia: Clustering product features for opinion mining. WSDM 2011: 347-354

Hua Xu, Michael A. Freitas: A Dynamic Noise Level Algorithm for Spectral Screening of Peptide MS/MS Spectra. BMC Bioinformatics 11: 436 (2010)

Mei Liu, Joshua C. Denny, Subramani Mani, Yukun Chen, Yong Hu, Hua Xu: Identifying potential drugs that induce QT prolongation using electronic medical records. BMC Bioinformatics 11(S-4): P2 (2010)

Hua Xu, Shane P. Stenner, Son Doan, Kevin B. Johnson, Lemuel R. Waitman, Joshua C. Denny: Application of information technology: MedEx: a medication information extraction system for clinical narratives. JAMIA 17(1): 19-24 (2010)

Joshua C. Denny, Josh F. Peterson, Neesha N. Choma, Hua Xu, Randolph A. Miller, Lisa Bastarache, Neeraja B. Peterson: Extracting timing and status descriptors for colonoscopy testing from electronic medical records. JAMIA 17(4): 383-388 (2010)

Son Doan, Lisa Bastarache, Sergio Klimkowski, Joshua C. Denny, Hua Xu: Integrating existing natural language processing tools for medication extraction from discharge summaries. JAMIA 17(5): 528-531 (2010)

Hua Xu, Jianhua Xu: Designing a Multi-label Kernel Machine with Two-Objective Optimization. AICI (1) 2010: 282-291

Hiroaki Mukaidani, Hua Xu, Vasile Dragan: Stochastic Nash games for weakly coupled large scale discrete-time systems with state- and control-dependent noise. CDC 2010: 1429-1435

Hiroaki Mukaidani, Hua Xu: A numerical computation of linear quadratic dynamic games for stochastic systems with state- and control-dependent noise. CDC 2010: 4126-4131

Son Doan, Hua Xu: Recognizing Medication related Entities in Hospital Discharge Summaries using Support Vector Machine. COLING (Posters) 2010: 259-266

Zhongwu Zhai, Bing Liu, Hua Xu, Peifa Jia: Grouping Product Features Using Semi-Supervised Learning with Soft-Constraints. COLING 2010: 1272-1280

Jiadong Yang, Hua Xu, Yunpeng Cai, Peifa Jia: Effective structure learning for EDA via L1-regularizedbayesian networks. GECCO 2010: 327-334

Yun Wen, Hua Xu, Jiadong Yang: A heuristic-based hybrid genetic algorithm for heterogeneous multiprocessor scheduling. GECCO 2010: 729-736

Li Li, Qiu Yin, Hua Xu, Cailan Gong, Zhenghua Chen: Estimating chlorophyll a concentration in lake water using space-borne hyperspectral data. IGARSS 2010: 401-404

Jia Liu, Qiu Yin, Hua Xu, Li Li, Zhenghua Chen, Yuhuan Ren, Weizhen Hou, Pengfei Yin: Spectral data analysis of ground objects in Chao Lake basin. IGARSS 2010: 891-894

Weizhen Hou, Qiu Yin, Hua Xu, Li Li, Zhenghua Chen: A comparison of two stream approximation for the discrete ordinate method and the SOS method. IGARSS 2010: 3580-3583

Pengfei Yin, Qiu Yin, Ziwei Li, Yiqiang Zhang, Hua Xu, Xingfeng Chen, Shangguo Ning: Ocean surface winds measurement using reflected GNSS signals. IGARSS 2010: 3829-3832

Zhenghua Chen, Qiu Yin, Li Li, Hua Xu: Ecosystem health assessment by using remote sensing derived data: A case study of terrestrial region along the coast in Zhejiang province. IGARSS 2010: 4526-4529

Zhongwu Zhai, Hua Xu, Jun Li, Peifa Jia: Feature Subsumption for Sentiment Classification in Multiple Languages. PAKDD (2) 2010: 261-271

Hua Xu, Michael A. Freitas: Automated diagnosis of LC-MS/MS performance. Bioinformatics 25(10): 1341-1343 (2009)

Yunpeng Cai, Hua Xu, Xiaomin Sun, Peifa Jia, ZeHua Liu: Duple-EDA and sample density balancing. Science in China Series F: Information Sciences 52(9): 1640-1650 (2009)

Sanxing Zhao, Fengcai Wang, Hua Xu, Jun Zhu: Multi-frequency identification method in signal processing. Digital Signal Processing 19(4): 555-566 (2009)

Xingli Huang, Hua Xu, Peifa Jia: Fuzzy Timed Agent Based Petri Nets for Modeling Cooperative Multi-Robot Systems. IJCNS 2(9): 827-835 (2009)

Hua Xu, Peter D. Stetson, Carol Friedman: Research Paper: Methods for Building Sense Inventories of Abbreviations in Clinical Notes. JAMIA 16(1): 103-108 (2009)

Hiroaki Mukaidani, Hua Xu: Pareto Optimal Strategy for Stochastic Weakly Coupled Large Scale Systems With State Dependent System Noise. IEEE Trans. Automat. Contr. 54(9): 2244-2250 (2009)

Anqi Cui, Hua Xu, Peifa Jia: Anti-germ Performance Prediction for Detergents Based on Elman Network on Small Data Sets. ADMA 2009: 79-90

Hiroaki Mukaidani, Hua Xu: Guaranteed cost control for uncertain stochastic systems with multiple decision makers via static output feedback. CDC 2009: 2917-2922

Hiroaki Mukaidani, Hua Xu, Vasile Dragan: Soft-constrained stochastic Nash games for multimodeling systems via static output feedback strategy. CDC 2009: 5786-5791

Jiadong Yang, Hua Xu, Peifa Jia: Task Scheduling for Heterogeneous Computing Based on Bayesian Optimization Algorithm. CIS (1) 2009: 112-117

Yuhuan Ren, Yalan Liu, Junchuan Fan, Hua Xu, Ling Yi: A Study on Land Cover Classification based on HJ-1 CCD Image. IGARSS (3) 2009: 408-411

Li Zhou, Hua Xu: Biomedical Scientific Textual Data Types and Processing. Encyclopedia of Database Systems 2009: 233-236

Hua Xu, Lanhao Yang, Michael A. Freitas: A robust linear regression based algorithm for automated evaluation of peptide identifications from shotgun proteomics by use of reversed-phase liquid chromatography retention time. BMC Bioinformatics 9 (2008)

Elizabeth S. Chen, George Hripcsak, Hua Xu, Marianthi Markatou, Carol Friedman: Research Paper: Automated Acquisition of Disease-Drug Knowledge from Biomedical and Clinical Documents: An Initial Study. JAMIA 15(1): 87-98 (2008)

Michael Mao Wang, Tyler Brown, Philip Fleming, Hua Xu: Walsh code assignment and data structure for variable data rate communications. IEEE Transactions on Communications 56(3): 339-343 (2008)

Yang Yu, Zhu Li, Larry Shi, Yi-Chiun Chen, Hua Xu: Cross-Layer Optimization for State Update in Mobile Gaming. IEEE Transactions on Multimedia 10(5): 701-710 (2008)

Hiroaki Mukaidani, Hua Xu: Stochastic Pareto near-optimal strategy for weakly-coupled large-scale systems with imperfect local state measurements. CDC 2008: 4293-4299

Zhongwu Zhai, Hua Xu, Peifa Jia: Identifying Opinion Leaders in BBS. Web Intelligence/IAT Workshops 2008: 398-401

Hua Xu, Peifa Jia: TOPN Based Temporal Performance Evaluation Method of Neural Network Based Robot Controller. ISNN (2) 2008: 200-209

Hua Xu, Peifa Jia: A Fuzzy Timed Object-Oriented Petri Net for Multi-Agent Systems. ISNN (2) 2008: 210-219

Han Su, Mian Yang, Hua Xu: A novel method of gait recognition based on Kernel Fisher Discriminant Analysis. SMC 2008: 830-835

Hua Xu, Jung-Wei Fan, George Hripcsak, Eneida A. Mendonça, Marianthi Markatou, Carol Friedman: Gene symbol disambiguation using knowledge-based profiles. Bioinformatics 23(8): 1015-1022 (2007)

Jung-Wei Fan, Hua Xu, Carol Friedman: Using contextual and lexical features to restructure and validate the classification of biomedical concepts. BMC Bioinformatics 8 (2007)

Hua Xu, Michael A. Freitas: A mass accuracy sensitive probability based scoring algorithm for database searching of tandem mass spectrometry data. BMC Bioinformatics 8 (2007)

P. Karina Tulipano, Ying Tao, William S. Millar, Pat Zanzonico, Katherine Kolbert, Hua Xu, Hong Yu, Lifeng Chen, Yves A. Lussier, Carol Friedman: Natural language processing and visualization in the molecular imaging domain. Journal of Biomedical Informatics 40(3): 270-281 (2007)

Yunpeng Cai, Xiaomin Sun, Hua Xu, Peifa Jia: Cross entropy and adaptive variance scaling in continuous EDA. GECCO 2007: 609-616

Hua Xu, Peifa Jia: A Novel Modeling Method for Cooperative Multi-robot Systems Using Fuzzy Timed Agent Based Petri Nets. International Conference on Computational Science (2) 2007: 956-959

Yang Yu, Zhu Li, Larry Shi, Yi-Chiun Chen, Hua Xu: Network-Aware State Update For Large Scale Mobile Games. ICCCN 2007: 563-568

Hua Xu, Yuan Wang, Peifa Jia: Fuzzy Neural Petri Nets. ISNN (2) 2007: 328-335

Hua Xu, Yuan Wang, Peifa Jia: A Rough Set and Fuzzy Neural Petri Net Based Method for Dynamic Knowledge Extraction, Representation and Inference in Cooperative Multiple Robot System. ISNN (1) 2007: 852-862

Jung-Wei Fan, Hua Xu, Carol Friedman: Using Distributional Analysis to Semantically Classify UMLS Concepts. MedInfo 2007: 519-523

Hua Xu, Marianthi Markatou, Rositsa Dimova, Hongfang Liu, Carol Friedman: Machine learning and word sense disambiguation in the biomedical domain: design and evaluation issues. BMC Bioinformatics 7: 334 (2006)

Hua Xu, Qiang Wu, Houjie Cao, Shibo Zhang: An Open System for Spatial Information Services. IAT Workshops 2006: 165-168

Hua Xu, Peifa Jia: RTOC: A Rt-Linux Based Open Robot Controller. IROS 2006: 1644-1649

Hua Xu, Peifa Jia: Timed Hierarchical Object-Oriented Petri Net-Part I: Basic Concepts and Reachability Analysis. RSKT 2006: 727-734

Qiang Wu, Hua Xu, Xukai Zou: An effective method for 3D geological modeling with multi-source data integration. Computers & Geosciences 31(1): 35-43 (2005)

Xiao Xu, Hua Xu, Ricardo M. Fricks: Video traffic modeling in HSDPA network simulation. Communications and Computer Networks 2005: 224-229

Hua Xu, Peifa Jia, Xuegong Zhang: A Neural Network Based Method for Shape Measurement in Steel Plate Forming Robot. ISNN (3) 2005: 291-296

Hua Xu, Peifa Jia, Xuegong Zhang: A Novel Chamber Scheduling Method in Etching Tools Using Adaptive Neural Networks. ISNN (3) 2005: 908-913

Toshikazu Shimodaira, Hua Xu, Takao Terano: HHM-Based Risk Management for Business Gaming. KES (4) 2005: 792-798

Guangrong Ji, Hongjie Yi, Bo Qin, Hua Xu: The Recognition of the Vehicle License Plate Based on Modular Networks. ISNN (1) 2004: 1015-1020

Hiroaki Mukaidani, Hua Xu, Koichi Mizukami: New results for near-optimal control of linear multiparameter singularly perturbed systems. Automatica 39(12): 2157-2167 (2003)

Hua Xu, Hiroaki Mukaidani: The Linear Quadratic Dynamic Game for Discrete-Time Descriptor Systems. IGTR 5(4): 361-374 (2003)

Qishan Huang, Hua Xu, Jiangtao Yu, Hui Zheng: Parameters Adjusting of Third-Order PLL Used in LEO Mobile Satellite Communication Systems. AINA 2003: 464-467

Hua Xu, Qishan Huang, Hui Zheng: On the Blind Carrier Phase Estimation for Large QAM Constellation. AINA 2003: 551-556

Hiroaki Mukaidani, Hua Xu, Koichi Mizukami: A revised Kleinman algorithm to solve algebraic Riccati equation of singularly perturbed systems. Automatica 38(3): 553-558 (2002)

Hiroaki Mukaidani, Tetsu Shimomura, Hua Xu: Near-optimal control of linear multiparameter singularly perturbed systems. IEEE Trans. Automat. Contr. 47(12): 2051-2057 (2002)

E. K. Gonen, Hua Xu, Yi-Chiun Chen, Xiao Xu: Simulation analysis of impact of AAL2 multiplexing efficiency on ATM bandwidth overbooking in UTRAN. MWCN 2002: 680-684

Xiao Xu, Yi-Chiun Chen, Hua Xu, Eren Gonen, Peijuan Liu: Parallel and distributed systems: simulation analysis of RLC timers in UMTS systems. Winter Simulation Conference 2002: 506-512

Hiroaki Mukaidani, Hua Xu: H 2 guaranteed cost control problem of singularly perturbed systems with uncertainties. Int. J. Systems Science 32(11): 1333-1343 (2001)

Hua Xu, Jannie S. J. Van Deventer: Ab Initio Calculations on the Five-membered Alumino-silicate Framework Rings Model: Implications for Dissolution in Alkaline Solutions. Computers & Chemistry 24(3-4): 391-404 (2000)

Hiroaki Mukaidani, Hua Xu, Koichi Mizukami: Recursive algorithm for mixed H₂/H₈ control problem of singularly perturbed systems. Int. J. Systems Science 31(10): 1299-1312 (2000)

Hiroaki Mukaidani, Hua Xu, Koichi Mizukami: Recursive approach of H control problems for singularly perturbed systems under perfect- and imperfect-state measurements. Int. J. Systems Science 30(5): 467-477 (1999)

Hua Xu, Wu-Sheng Lu, Andreas Antoniou: An improved method for the design of FIR quadrature mirror-image filter banks. IEEE Transactions on Signal Processing 46(5): 1275-1281 (1998)

Hua Xu, Koichi Mizukami: Infinite-horizon differential games of singularly perturbed systems: A unified approach. Automatica 33(2): 273-276 (1997)

Hua Xu, Hiroaki Mukaidani, Koichi Mizukami: New method for composite optimal control of singularly perturbed systems. Int. J. Systems Science 28(2): 161-172 (1997)

Hua Xu, Wu-Sheng Lu, Andreas Antoniou: Efficient iterative design method for cosine-modulated QMF banks. IEEE Transactions on Signal Processing 44(7): 1657-1668 (1996)

Hua Xu, Wu-Sheng Lu, Andreas Antoniou: Design of Perfect Reconstruction QMF Banks by a Null-Space Projection Method. ISCAS 1995: 965-968

Hua Xu, Wu-Sheng Lu, Andreas Antoniou: Improved Methods for the Design of 1-D and 2-D QMF Banks. ISCAS 1994: 153-156