Jianying Hu

Fei Wang, Noah Lee, Jianying Hu, Jimeng Sun, Shahram Ebadollahi, Andrew F. Laine: A Framework for Mining Signatures from Event Sequences and Its Applications in Healthcare Data. IEEE Trans. Pattern Anal. Mach. Intell. 35(2): 272-285 (2013)

Daby M. Sow, Jimeng Sun, Alain Biem, Jianying Hu, Marion Blount, Shahram Ebadollahi: Real-time analysis for short-term prognosis in intensive care. IBM Journal of Research and Development 56(5): 3 (2012)

Marianthi Markatou, Prabani Kuruppumullage Don, Jianying Hu, Fei Wang, Jimeng Sun, Robert Sorrentino, Shahram Ebadollahi: Case-based reasoning in comparative effectiveness research. IBM Journal of Research and Development 56(5): 4 (2012)

Jimeng Sun, Fei Wang, Jianying Hu, Shahram Edabollahi: Supervised patient similarity measure of heterogeneous patient records. SIGKDD Explorations 14(1): 16-24 (2012)

Fei Wang, Jianying Hu, Jimeng Sun: Medical prognosis based on patient similarity and expert feedback. ICPR 2012: 1799-1802

Fei Wang, Noah Lee, Jianying Hu, Jimeng Sun, Shahram Ebadollahi: Towards heterogeneous temporal clinical event pattern discovery: a convolutional approach. KDD 2012: 453-461

Dijun Luo, Fei Wang, Jimeng Sun, Marianthi Markatou, Jianying Hu, Shahram Ebadollahi: SOR: Scalable Orthogonal Regression for Low-Redundancy Feature Selection and its Healthcare Applications. SDM 2012: 576-587

Joseph P. Bigus, Murray Campbell, Boaz Carmeli, Melissa Cefkin, Henry Chang, Ching-Hua Chen-Ritzo, William F. Cody, Shahram Ebadollahi, Alexandre V. Evfimievski, Ariel Farkash, Susanne Glissmann, David Gotz, Tyrone Grandison, Daniel Gruhl, Peter J. Haas, Mark J. H. Hsiao, Pei-Yun Sabrina Hsueh, Jianying Hu, Joseph M. Jasinski, James H. Kaufman, Cheryl A. Kieliszewski, Martin S. Kohn, Sarah E. Knoop, Paul P. Maglio, Ronald L. Mak, Haim Nelken, Chalapathy Neti, Hani Neuvirth, Yue Pan, Yardena Peres, Sreeram Ramakrishnan, Michal Rosen-Zvi, Sondra R. Renly, Pat Selinger, Amnon Shabo, Robert Sorrentino, Jimeng Sun, Tanveer Fathima Syeda-Mahmood, Wang Chiew Tan, Ying Y. Y. Tao, Reza Yaesoubi, Xinxin Zhu: Information technology for healthcare transformation. IBM Journal of Research and Development 55(5): 6 (2011)

Heng Cao, Jianying Hu, Chen Jiang, Tarun Kumar, Ta-Hsin Li, Yang Liu, Yingdong Lu, Shilpa Mahatma, Aleksandra Mojsilovic, Mayank Sharma, Mark S. Squillante, Yichong Yu: OnTheMark: Integrated Stochastic Resource Planning of Human Capital Supply Chains. Interfaces 41(5): 414-435 (2011)

Fei Wang, Noah Lee, Jimeng Sun, Jianying Hu, Shahram Ebadollahi: Automatic Group Sparse Coding. AAAI 2011

Noah Lee, Andrew F. Laine, Jianying Hu, Fei Wang, Jimeng Sun, Shahram Ebadollahi: Mining Electronic Medical Records to Explore the Linkage between Healthcare Resource Utilization and Disease Severity in Diabetic Patients. HISB 2011: 250-257

Hani Neuvirth, Michal Ozery-Flato, Jianying Hu, Jonathan Laserson, Martin S. Kohn, Shahram Ebadollahi, Michal Rosen-Zvi: Toward personalized care management of patients at risk: the diabetes case study. KDD 2011: 395-403

Fei Wang, Jimeng Sun, Jianying Hu, Shahram Ebadollahi: iMet: Interactive Metric Learning in Healthcare Applications. SDM 2011: 944-955

Jianying Hu, Yingdong Lu, Aleksandra Mojsilovic, Mayank Sharma, Mark S. Squillante: Performance management of IT services delivery. SIGMETRICS Performance Evaluation Review 37(4): 50-57 (2010)

Vikas Sindhwani, Serhat Selcuk Bucak, Jianying Hu, Aleksandra Mojsilovic: One-Class Matrix Completion with Low-Density Factorizations. ICDM 2010: 1055-1060

Jimeng Sun, Daby M. Sow, Jianying Hu, Shahram Ebadollahi: A System for Mining Temporal Physiological Data Streams for Advanced Prognostic Decision Support. ICDM 2010: 1061-1066

Jimeng Sun, Daby M. Sow, Jianying Hu, Shahram Ebadollahi: Localized Supervised Metric Learning on Temporal Physiological Data. ICPR 2010: 4149-4152

Vijil Chenthamarakshan, K. Dey, Jianying Hu, Aleksandra Mojsilovic, W. Riddle, Vikas Sindhwani: Leveraging social networks for corporate staffing and expert recommendation. IBM Journal of Research and Development 53(6): 11 (2009)

Alexandru Niculescu-Mizil, Claudia Perlich, Grzegorz Swirszcz, Vikas Sindhwani, Yan Liu, Prem Melville, Dong Wang, Jing Xiao, Jianying Hu, Moninder Singh, Wei Xiong Shang, Yan Feng Zhu: Winning the KDD Cup Orange Challenge with Ensemble Selection. Journal of Machine Learning Research - Proceedings Track 7: 23-34 (2009)

Mohamed Cheriet, Horst Bunke, Jianying Hu, Fumitaka Kimura, Ching Y. Suen: New Frontiers in Handwriting Recognition. Pattern Recognition 42(12): 3129-3130 (2009)

Stefan Pletschacher, Jianying Hu, Apostolos Antonacopoulos: A New Framework for Recognition of Heavily Degraded Characters in Historical Typewritten Documents Based on Semi-Supervised Clustering. ICDAR 2009: 506-510

Ritendra Datta, Jianying Hu, Bonnie K. Ray: On efficient Viterbi decoding for hidden semi-Markov models. ICPR 2008: 1-4

Jianying Hu, Moninder Singh, Aleksandra Mojsilovic: Categorization using semi-supervised clustering. ICPR 2008: 1-4

Hisashi Kashima, Jianying Hu, Bonnie K. Ray, Moninder Singh: K-means clustering of proportional data using L1 distance. ICPR 2008: 1-4

Vikas Sindhwani, Jianying Hu, Aleksandra Mojsilovic: Regularized Co-Clustering with Dual Supervision. NIPS 2008: 1505-1512

Jianying Hu, Bonnie K. Ray, Moninder Singh: Statistical methods for automated generation of service engagement staffing plans. IBM Journal of Research and Development 51(3/4): 281-294 (2007)

Jianying Hu, Aleksandra Mojsilovic: High-utility pattern mining: A method for discovery of high-utility item sets. Pattern Recognition 40(11): 3317-3324 (2007)

Mark Goh, Kannan Balaji, Robert de Souza, Brian T. Eck, Jianying Hu, Bonnie K. Ray: A Resource Planning Model for Professional Services Organizations. CASE 2006: 636-639

Jianying Hu, Bonnie K. Ray, Lanshan Han: An Interweaved HMM/DTW Approach to Robust Time Series Clustering. ICPR (3) 2006: 145-148

Gregory F. Russell, Jianying Hu, Alain Biem, Andre Heilper, Dmitry Markman: Dynamic Signature Verification Using Discriminative Training. ICDAR 2005: 1260-1264

Jianying Hu, Amit Bagga: Categorizing Images in Web Documents. IEEE MultiMedia 11(1): 22-30 (2004)

Jianying Hu, Eugene Ratzlaff: Probability Table Compression Using Distributional Clustering for Scanning N-Tuple Classifiers. ICPR (2) 2004: 533-536

Elisa H. Barney Smith, Jianying Hu, James Allan (Eds.): Document Recognition and Retrieval XI, 18-22 January 2004, San Jose, California, USA, Proceedings. SPIE Proceedings 5296, SPIE 2004, isbn 0-8194-5199-1

Daniel P. Lopresti, Jianying Hu, Ramanujan S. Kashi: Preface. IJDAR 6(3): 145 (2003)

Jianying Hu, Amit Bagga: Categorizing images in web documents. DRR 2003: 136-143

Jianying Hu, Amit Bagga: Identifying Story and Preview Images in News Web Pages. ICDAR 2003: 640-644

Jianying Hu, Amit Bagga: Functionality-Based Web Image Categorization. WWW (Posters) 2003

Tapas Kanungo, Elisa H. Barney Smith, Jianying Hu, Paul B. Kantor (Eds.): Document Recognition and Retrieval X, 22-23 January 2003, Santa Clara, California, USA, Proceedings. SPIE Proceedings 5010, SPIE 2003, isbn 0-8194-4810-9

Jianying Hu, Ramanujan S. Kashi, Daniel P. Lopresti, Gordon T. Wilfong: Evaluating the performance of table processing algorithms. IJDAR 4(3): 140-153 (2002)

Aleksandra Mojsilovic, Jianying Hu, Emina Soljanin: Extraction of perceptually important colors and similarity measurement for image matching, retrieval and analysis. IEEE Transactions on Image Processing 11(11): 1238-1248 (2002)

Yalin Wang, Jianying Hu: Detecting Tables in HTML Documents. Document Analysis Systems 2002: 249-260

Amit Bagga, Jianying Hu, Jialin Zhong, Ganesh Ramesh: Multi-Source Combined-Media Video Tracking for Summarization. ICPR (2) 2002: 818-821

Jianying Hu, Efstathios Hadjidemetriou: Spatial Color Component Matching of Images. ICPR (3) 2002: 948-951

Yalin Wang, Jianying Hu: A machine learning based approach for table detection on the web. WWW 2002: 242-250

Daniel P. Lopresti, Jianying Hu, Ramanujan S. Kashi (Eds.): Document Analysis Systems V, 5th International Workshop, DAS 2002, Princeton, NJ, USA, August 19-21, 2002, Proceedings. Lecture Notes in Computer Science 2423, Springer 2002, isbn 3-540-44068-2

Jianying Hu, Ramanujan S. Kashi, Daniel P. Lopresti, Gordon T. Wilfong, George Nagy: Why Table Ground-Truthing is Hard. ICDAR 2001: 129-133

Gerald Penn, Jianying Hu, Hengbin Luo, Ryan T. McDonald: Flexible Web Document Analysis for Delivery to Narrow-Bandwidth Devices. ICDAR 2001: 1074-1078

Jianying Hu, Jialin Zhong, Amit Bagga: Combined-media video tracking for summarization. ACM Multimedia 2001: 502-505

Jianying Hu, Ramanujan S. Kashi, Gordon T. Wilfong: Comparison and Classification of Documents Based on Layout Similarity. Inf. Retr. 2(2/3): 227-243 (2000)

Jianying Hu, Sok Gek Lim, Michael K. Brown: Writer independent on-line handwriting recognition using an HMM approach. Pattern Recognition 33(1): 133-147 (2000)

Aleksandra Mojsilovic, Jelena Kovacevic, Jianying Hu, Robert J. Safranek, S. Kicha Ganapathy: Matching and retrieval based on the vocabulary and grammar of color patterns. IEEE Transactions on Image Processing 9(1): 38-54 (2000)

Aleksandra Mojsilovic, Jianying Hu: Extraction of Perceptually Important Colors and Similarity Measurement for Image Matching. ICIP 2000: 61-64

Aleksandra Mojsilovic, Jianying Hu: A Method for Color Content Matching of Images. IEEE International Conference on Multimedia and Expo (II) 2000: 649-652

Jianying Hu, Aleksandra Mojsilovic: Optimal Color Composition Matching of Images. ICPR 2000: 4047-4050

Hao Chen, Jianying Hu, Richard Sproat: Integrating geometrical and linguistic analysis for email signature block parsing. ACM Trans. Inf. Syst. 17(4): 343-366 (1999)

Jianying Hu, Ramanujan S. Kashi, Gordon T. Wilfong: Document Classification Using Layout Analysis. DEXA Workshop 1999: 556-560

Jianying Hu, Ramanujan S. Kashi, Gordon T. Wilfong: Document Image Layout Comparison and Classification. ICDAR 1999: 285-288

Aleksandra Mojsilovic, Jianying Hu, Robert J. Safranek: Perceptually Based Color Texture Features and Metrics for Image Retrieval. ICIP (3) 1999: 588-592

Shankar Narayanaswamy, Jianying Hu, Ramanujan S. Kashi: User Interface for a PCS Smart Phone. ICMCS, Vol. 1 1999: 777-781

Ramanujan S. Kashi, Jianying Hu, W. L. Nelson, William Turin: A Hidden Markov Model approach to online handwritten signature verification. IJDAR 1(2): 102-109 (1998)

Ramanujan S. Kashi, Jianying Hu, W. L. Nelson, William Turin: On-line Handwritten Signature Verification using Hidden Markov Model Features. ICDAR 1997: 253-257

Jianying Hu, Amy S. Rosenthal, Michael K. Brown: Combining High-Level Features with Sequential Local Features for On-Line Handwriting Recognition. ICIAP (2) 1997: 647-654

Jianying Hu, Theodosios Pavlidis: A Hierarchical Approach to Efficient Curvilinear Object Searching. Computer Vision and Image Understanding 63(2): 208-220 (1996)

Jianying Hu, Michael K. Brown, William Turin: HMM Based On-Line Handwriting Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 18(10): 1039-1045 (1996)

Jianying Hu, William Turin, Michael K. Brown: Language modeling with stochastic automata. ICSLP 1996

Jianying Hu, Michael K. Brown, William Turin: Invariant Features for HMM Based On-Line Handwriting Recognition. ICIAP 1995: 588-593