Jianying Hu  Jianying Hu photo       

contact information

Global Scinece Leader, AI for Healthcare; Program Director, Center for Computational Health; IEEE Fellow, DRSM
Thomas J. Watson Research Center, Yorktown Heights, NY USA
  +1dash914dash945dash1061

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2017

Predicting Future High-Cost Schizophrenia Patients Using High-Dimensional Administrative Data
Wang, Yajuan and Iyengar, Vijay and Hu, Jianying and Kho, David and Falconer, Erin and Docherty, John P and Yuen, Gigi Y
Frontiers in Psychiatry8, Frontiers Media SA, 2017
Abstract


2016

Predicting Negative Events: Using Post-discharge Data to Detect High-Risk Patients
Sulieman, Lina and Fabbri, Daniel and Wang, Fei and Hu, Jianying and Malin, Bradley A
AMIA Annual Symposium Proceedings, pp. 1169, 2016
Abstract

Data-Driven Modeling of Electronic Health Record Data to Predict Prediagnostic Heart Failure in Primary Care
Ng, Kenney and Stewart, Walter F and deFilippi, Christopher and Dey, Sanjoy and Byrd, Roy J and Steinhubl, Steven R and Daar, Zahra and Law, Heather and Pressmnan, Alice R and Hu, Jianying
Journal of Patient-Centered Research and Reviews 3(3), 200, Aurora Health Care, Inc., 2016
Abstract

Risk Prediction with Electronic Health Records: A Deep Learning Approach
Y Cheng, F Wang, P Zhang and J Hu
2016 SIAM International Conference on Data Mining (SDM 2016)

Identifying and investigating unexpected response to treatment: a diabetes case study
Ozery-Flato, Michal and Ein-Dor, Liat and Parush-Shear-Yashuv, Naama and Aharonov, Ranit and Neuvirth, Hani and Kohn, Martin S and Hu, Jianying
Big data 4(3), 148--159, Mary Ann Liebert, Inc. 140 Huguenot Street, 3rd Floor New Rochelle, NY 10801 USA, 2016
Abstract

Data Driven Analytics for Personalized Healthcare
Hu, Jianying and Perer, Adam and Wang, Fei
Healthcare Information Management Systems, pp. 529--554, Springer, 2016


2015

Synthesizing analytic evidence to refine care pathways.
Liu, Haifeng and Li, Xiang and Yu, Yiqin and Mei, Jing and Xie, Guo Tong and Perer, Adam and Wang, Fei and Hu, Jianying
MIE, pp. 70--74, 2015
Abstract

Analysis of care pathway variation patterns in patient records.
Li, Xiang and Mei, Jing and Liu, Haifeng and Yu, Yiqin and Xie, Guotong and Hu, Jianying and Wang, Fei
MIE, pp. 692--696, 2015
Abstract

Early detection of heart failure with varying prediction windows by structured and unstructured data in electronic health records
Wang, Yajuan and Ng, Kenney and Byrd, Roy J and Hu, Jianying and Ebadollahi, Shahram and Daar, Zahra and Steinhubl, Steven R and Stewart, Walter F and others
Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE, pp. 2530--2533
Abstract

A system for identifying and investigating unexpected response to treatment
Ozery-Flato, Michal and Ein-Dor, Liat and Neuvirth, Hani and Parush, Naama and Kohn, Martin S and Hu, Jianying and Aharonov, Ranit
AMIA Summits on Translational Science Proceedings2015, 137, American Medical Informatics Association

Label Propagation Prediction of Drug-Drug Interactions Based on Clinical Side Effects
Zhang, Ping and Wang, Fei and Hu, Jianying and Sorrentino, Robert
Scientific reports5, Nature Publishing Group, 2015

Physician Documentation Behaviors in Electronic Health Records as a Potential Source of Noise for Early Detection of Heart Failure
Wang, Yajuan and Ng, Kenney and Hu, Jianying and Byrd, Roy J and Steinhubl, Steven R and Stewart, Walter F and others
Circulation 132(Suppl 3), A16364--A16364, Am Heart Assoc, 2015

Data Driven Modeling of Electronic Health Record Data to Detect Pre-diagnostic Heart Failure in Primary Care
Ng, Kenney and Stewart, Walter F and Wang, Yajuan and Byrd, Roy J and Steinhubl, Steven R and Daar, Zahar and Law, Heather and Hu, Jianying and others
Circulation 132(Suppl 3), A17713--A17713, Am Heart Assoc, 2015

Temporal Phenotyping from Longitudinal Electronic Health Records: A Graph Based Framework
Liu, Chuanren and Wang, Fei and Hu, Jianying and Xiong, Hui
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 705--714, 2015

Analysis of Care Pathway Variation Patterns in Patient Records
Li, Xiang and Mei, Jing and Liu, Haifeng and Yu, Yiqin and Xie, Guotong and Hu, Jianying and Wang, Fei
Studies in health technology and informatics210, 692, 2015

LINKAGE: An Approach for Comprehensive Risk Prediction for Care Management
Sun, Zhaonan and Wang, Fei and Hu, Jianying
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 1145--1154, 2015

Towards actionable risk stratification: a bilinear approach
Wang, Xiang and Wang, Fei and Hu, Jianying and Sorrentino, Robert
Journal of biomedical informatics53, 147--155, Elsevier, 2015

Mining and exploring care pathways from electronic medical records with visual analytics
Perer, Adam and Wang, Fei and Hu, Jianying
Journal of biomedical informatics56, 369--378, Elsevier, 2015


2014

Towards drug repositioning: a unified computational framework for integrating multiple aspects of drug similarity and disease similarity
Zhang, Ping and Wang, Fei and Hu, Jianying
AMIA Annu Symp Proc, pp. 1258--67, 2014
Abstract

Analysis of documents born digital
Hu, Jianying and Liu, Ying
Handbook of Document Image Processing and Recognition, pp. 775--804, Springer, 2014

From micro to macro: data driven phenotyping by densification of longitudinal electronic medical records
Zhou, Jiayu and Wang, Fei and Hu, Jianying and Ye, Jieping
Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 135--144, 2014

A Multi-task Learning Framework for Joint Disease Risk Prediction and Comorbidity Discovery
Wang, Xiang and Wang, Fei and Hu, Jianying
2014 22nd International Conference on Pattern Recognition (ICPR), pp. 220--225

DensityTransfer: A Data Driven Approach for Imputing Electronic Health Records
Wang, Fei and Zhou, Jiayu and Hu, Jianying
2014 22nd International Conference on Pattern Recognition (ICPR), pp. 2763--2768

Care pathway workbench: evidence harmonization from guideline and data.
Yu, Yiqin and Liu, Haifeng and Li, Jing and Li, Xiang and Mei, Jing and Xie, Guotong and Perer, Adam and Wang, Fei and Hu, Jianying
MIE, pp. 23--27, 2014

Exploring the associations between drug side-effects and therapeutic indications
F. Wang, P. Zhang, N. Cao, J. Hu, and R. Sorrentino
Journal of Biomedical Informatics51, 15-23, 2014


2013

Patient risk prediction model via top-k stability selection
Zhou, Jiayu and Sun, Jimeng and Liu, Yashu and Hu, Jianying and Ye, Jieping
In Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Exploring patient risk groups with incomplete knowledge
Wang, Xiang and Wang, Fei and Wang, Jun and Qian, Buyue and Hu, Jianying
Data Mining (ICDM), 2013 IEEE 13th International Conference on, pp. 1223--1228

A Framework for Mining Signatures from Event Sequences and Its Applications in Healthcare Data
Fei Wang, Noah Lee, Jianying hu, Jimeng Sun, Shahram Ebadollahi
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 35(2), 272-285, IEEE, 2013


2012

Preface: Technologies for healthcare transformation
Chen-Ritzo, Ching-Hua and Hu, Jianying
IBM Journal of Research and Development 56(5), 0--1, IBM, 2012
Abstract

A healthcare utilization analysis framework for hot spotting and contextual anomaly detection.
Hu, Jianying and Wang, Fei and Sun, Jimeng and Sorrentino, Robert and Ebadollahi, Shahram
AMIA, 2012

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

SOR: scalable orthogonal regression for non-redundant feature selection and its healthcare applications
Luo, Dijun and Wang, Fei and Sun, Jimeng and Markatou, Marianthi and Hu, Jianying and Ebadollahi, Shahram
SIAM data mining conference, pp. 576--587, 2012

A healthcare utilization analysis framework for hot spotting and contextual anomaly detection.
Hu, Jianying and Wang, Fei and Sun, Jimeng and Sorrentino, Robert and Ebadollahi, Shahram
AMIA, 2012

Combining knowledge and data driven insights for identifying risk factors using electronic health records.
Sun, Jimeng and Hu, Jianying and Luo, Dijun and Markatou, Marianthi and Wang, Fei and Ebadollahi, Shahram and Daar, Zahra and Stewart, Walter F
AMIA, pp. 901--10, 2012

Medical prognosis based on patient similarity and expert feedback
Wang, Fei and Hu, Jianying and Sun, Jimeng
Pattern Recognition (ICPR), 2012 21st International Conference on, pp. 1799--1802

Real-time analysis for short-term prognosis in intensive care
DM Sow, J. Sun, A. Biem, J. Hu, ML Blount, S. Ebadollahi
IBM Journal of Research and Development 56(5), 3--1, IBM, 2012

Towards heterogeneous temporal clinical event pattern discovery: a convolutional approach
F. Wang, N. Lee, J. Hu, J. Sun, S. Ebadollahi
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 453--461, 2012

Combining Knowledge and Data Driven Insights for Identifying Risk Factors using Electronic Health Records
J. Sun, J. Hu, D. Luo, M. Markatou, F. Wang, S. Edabollahi, S.E. Steinhubl, Z. Daar, W.F. Stewart
AMIA, 2012

Case-based reasoning in comparative effectiveness research
Marianthi Markatou, Prabani Kuruppumullage Don, Jianying Hu, Fei Wang, Jimeng Sun, Robert Sorrentino, Shahram Ebadollahi
IBM Journal of Development and Research 56(5), 4:1-4:12, IBM, 2012


2011

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

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

Information technology for healthcare transformation
JP Bigus, M Campbell, B Carmeli, M Cefkin, H Chang, C-H Chen-Ritzo, WF Cody, S Ebadollahi, A Evfimievski, A Farkash, others
IBM Journal of Research and Development 55(5), 6--1, IBM, 2011

iMet: Interactive Metric Learning in Healthcare Applications
F. Wang, J. Sun, J. Hu, S. Ebadollahi
SIAM Conference on Data Mining, 2011

OnTheMark: Integrated Stochastic Resource Planning of Human Capital Supply Chains
H Cao, J Hu, C Jiang, T Kumar, T H Li, Y Liu, Y Lu, S Mahatma, A Mojsilovic, M Sharma, others
Interfaces 41(5), 414--435, INFORMS, 2011

Mining electronic medical records to explore the linkage between healthcare resource utilization and disease severity in diabetic patients
N Lee, A F Laine, J Hu, F Wang, J Sun, S Ebadollahi
Healthcare Informatics, Imaging and Systems Biology (HISB), 2011 First IEEE International Conference on, pp. 250--257

Automatic Group Sparse Coding
F Wang, N Lee, J Sun, J Hu, S Ebadollahi
Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

Toward personalized care management of patients at risk: the diabetes case study
Hani Neuvirth, Michal Ozery-Flato, Jianying Hu, Jonathan Laserson, Martin S Kohn, Shahram Ebadollahi, Michal Rosen-Zvi
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 395--403, 2011


2010

Performance Management of IT Services Delivery
J Hu, Y Lu, A Mojsilovic, M Sharma, M S Squillante
Performance Evaluation Review 37(4), 50--57, ACM, 2010

Real-time prognosis of ICU physiological data streams
D Sow, A Biem, J Sun, J Hu, S Ebadollahi
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE, pp. 6785--6788


A System for Mining Temporal Physiological Data Streams for Advanced Prognostic Decision Support
J Sun, D Sow, J Hu, S Ebadollahi
Data Mining (ICDM), 2010 IEEE 10th International Conference on, pp. 1061--1066

One-class matrix completion with low-density factorizations
V Sindhwani, S S Bucak, J Hu, A Mojsilovic
Data Mining (ICDM), 2010 IEEE 10th International Conference on, pp. 1055--1060

Real-time prognosis of ICU physiological data stream
D. Sow, J. Sun, J. Hu, S. Ebadollahi, A. Biem
EMBC/EMBS 2010

Localized Supervised Metric Learning on Temporal Physiological Data
J Sun, D Sow, J Hu, S Ebadollahi
Pattern Recognition (ICPR), 2010 20th International Conference on, pp. 4149--4152

Real-time prognosis of ICU physiological data stream
D. Sow, J. Sun, J. Hu, S. Ebadollahi, A. Biem
EMBC/EMBS 2010


2009

Winning the KDD Cup Orange Challenge with Ensemble Selection.
Niculescu-Mizil, Alexandru and Perlich, Claudia and Swirszcz, Grzegorz and Sindhwani, Vikas and Liu, Yan and Melville, Prem and Wang, Dong and Xiao, Jing and Hu, Jianying and Singh, Moninder and others
KDD Cup, pp. 23--34, 2009
Abstract


Winning the KDD cup orange challenge with ensemble selection
A Niculescu-Mizil, C Perlich, G Swirszcz, V Sindhwani, Y Liu, P Melville, D Wang, J Xiao, J Hu, M Singh, others
KDD Cup and Workshop in conjunction with KDD, pp. 23--34, Citeseer, 2009

Leveraging social networks for corporate staffing and expert recommendation
V Chenthamarakshan, K Dey, J Hu, A Mojsilovic, W Riddle, V Sindhwani
IBM Journal of Research and Development 53(6), 915--924, IBM Corp., 2009

A framework for combined bayesian analysis and optimization for services delivery
A Shirazi, J Hu, M Singh, M Squillante, A Mojsilovic
Service Operations, Logistics and Informatics, 2009, pp. 382--387


2008

Information boosting methodologies for multiple data sources in workforce management
Hu, Jianying and Lu, Yingdong and Mojsilovic, Aleksandra and Radovanovic, Ana and Squillante, Mark S
Proc. INFORMS MSOM Conference, 2008

Using data mining for accurate resource and skill demand forecasting in services engagements
Hu, Jianying and Singh, Moninder and Mojsilovic, Aleksandra
KDD Workshop on Data Mining for Business Applications, 2008

Using data mining for accurate resource and skill demand forecasting in services engagements
Hu, Jianying and Singh, Moninder and Mojsilovic, Aleksandra
KDD Workshop on Data Mining for Business Applications, 2008

Sequence mining for business analytics: Building project taxonomies for resource demand forecasting
Datta, Ritendra and Hu, Jianying and Ray, Bonnie
Frontiers in Artificial Intelligence and Applications, 133, 2008

Using data mining for accurate resource and skill demand forecasting in services engagements
Hu, Jianying and Singh, Moninder and Mojsilovic, Aleksandra
KDD Workshop on Data Mining for Business Applications, 2008


On efficient Viterbi decoding for hidden semi-Markov models
R Datta, J Hu, B Ray
Pattern Recognition, 2008, pp. 1--4


K-means clustering of proportional data using L1 distance
H Kashima, J Hu, B Ray, M Singh
Pattern Recognition, 2008, pp. 1--4


Regularized co-clustering with dual supervision
V Sindhwani, J Hu, A Mojsilovic
Advances in Neural Information Processing Systems21, 2008


2007

Quantitative structure-activity relationship model for prediction of genotoxic potential for quinolone antibacterials
Hu, Jianying and Wang, Wanfeng and Zhu, Zhou and Chang, Hong and Pan, Feng and Lin, Binle
Environmental science & technology 41(13), 4806--4812, ACS Publications, 2007

Web document analysis
A Antonacopoulos, J Hu
Digital Document Processing, 407--419, Springer, 2007


Statistical methods for automated generation of service engagement staffing plans
J Hu, BK Ray, M Singh
IBM journal of research and development 51(3.4), 281--293, IBM, 2007


2006

An Interweaved HMM/DTW Approach to Robust Time Series Clustering.
Hu, Jianying and Ray, Bonnie K and Han, Lanshan
ICPR (3)6, 145--148, 2006
Abstract

Offering Pattern Mining Using High Yield Partition Trees
J Hu, A Mojsilovic
Acoustics, Speech and Signal Processing, 2006, pp. V--V

A Resource Planning Model for Professional Services Organizations
K Balaji, R DeSouza, M Goh, B T Eck, J Hu, B Ray
Automation Science and Engineering, 2006, pp. 636--639

An interweaved hmm/dtw approach to robust time series clustering
J Hu, B Ray, L Han
Pattern Recognition, 2006, pp. 145--148


2005

Dynamic signature verification using discriminative training
G F Russell, J Hu, A Biem, A Heilper, D Markman
Document Analysis and Recognition, 2005, pp. 1260--1264, IEEE Computer Society


2004

Retail applications of signature verification
Thomas G Zimmerman, Gregory F Russell, Andre Heilper, Barton A Smith, Jianying Hu, Dmitry Markman, Jon E Graham, Clemens Drews
Defense and Security, pp. 206--214, Citeseer, 2004


Retail applications of signature verification
T G Zimmerman, G F Russell, A Heilper, B A Smith, J Hu, D Markman, J E Graham, C Drews
Biometric Technology for Human Identification, Proceedings of the SPIE, Vol5404, 206--14, 2004

Categorizing images in web documents
J Hu, A Bagga
Multimedia, IEEE 11(1), 22--30, IEEE, 2004


2003

Document recognition and retrieval X:(Santa Clara CA, 22-24 January 2003)
T Kanungo, E H B Smith, J Hu, P B Kantor
SPIE proceedings series, 2003

Document Recognition and Retrieval X (Proceedings Volume)
S Rosset, J Zhu, T J Hastie, J Fan, T Pham, B Zhang, S N Srihari, H Liu, X Ding, C Fang, others
2003 - spie.org

Automatic table detection in html documents
Y Wang, J Hu
SERIES IN MACHINE PERCEPTION AND ARTIFICIAL INTELLIGENCE55, 135--154, WORLD SCIENTIFIC PUBLISHING, 2003

Identifying story and preview images in news web pages
J Hu, A Bagga
7th Intern, pp. 640--644, 2003


Document Recognition and Retrieval XI
E H Barney Smith, J Hu, J Allan
Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, 2003


2002

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


Evaluating the performance of table processing algorithms
J. Hu, RS Kashi, D. Lopresti, GT Wilfong
International Journal on Document Analysis and Recognition 4(3), 140--153, Springer, 2002

Proceedings of the 5th International Workshop on Document Analysis Systems V
D P Lopresti, J Hu, R S Kashi
2002 - dl.acm.org, Springer-Verlag

Spatial color component matching of images
J Hu, E Hadjidemetriou
Pattern Recognition, 2002, pp. 948--951

Document nalysis Systems
D Lopresti, J Hu, R Kashi
2002 - retepuglia.uniba.it

Multi-source Combined-Media Video Tracking for Summarization
A B J H J Zhong, G Ramesh
Pattern Recognition, 2002, pp. 818--821

Detecting tables in html documents
Y Wang, J Hu
Document Analysis Systems V, 609--614, Springer, 2002

A machine learning based approach for table detection on the web
Y Wang, J Hu
Proceedings of the 11th international conference on World Wide Web, pp. 242--250, 2002


2001

Combined-media video tracking for summarization
J Hu, J Zhong, A Bagga
Proceedings of the ninth ACM international conference on Multimedia, pp. 502--505, 2001

EXTRACTION OF KEY FRAMES FROM VIDEOS BY OPTIMAL COLOR COMPOSITION MATCHING AND POLYGON SIMPLIFICATION
L J L D Wildt de, J Hu
2001 IEEE Fourth Workshop on Multimedia Signal Processing: October 3-5, 2001, Cannes, France, pp. 245

Table structure recognition and its evaluation
J Hu, R Kashi, D Lopresti, G Wilfong
Proceedings of Document Recognition and Retrieval VIII, pp. 44--55, 2001

Flexible web document analysis for delivery to narrow-bandwidth devices
G Penn, J Hu, H Luo, R McDonald
Document Analysis and Recognition, 2001, pp. 1074--1078

Why table ground-truthing is hard
J. Hu, R. Kashi, D. Lopresti, G. Nagy, G. Wilfong
Document Analysis and Recognition, 2001. Proceedings. Sixth International Conference on, pp. 129--133


2000

Document Recognition and Retrieval VIII (Proceedings Volume)
T Kanungo, C H Lee, J Czorapinski, I Bella, S H Cha, S N Srihari, O G Okun, A Vesanen, M Pietikainen, J C Handley, others
2000 - spie.org

Comparison and classification of documents based on layout similarity
J Hu, R Kashi, G Wilfong
Information Retrieval 2(2), 227--243, Springer, 2000

A system for understanding and reformulating tables
J Hu, R Kashi, D Lopresti, G Wilfong
Proceedings of the Fourth IAPR International Workshop on Document Analysis Systems, pp. 361--372, 2000

Medium-independent table detection
J Hu, R Kashi, D Lopresti, G Wilfong
SPIE Document Recognition and Retrieval VII, pp. 291--302, 2000

Writer independent on-line handwriting recognition using an HMM approach
J Hu, S Gek Lim, M K Brown
Pattern Recognition 33(1), 133--147, Elsevier, 2000

Optimal color composition matching of images
J Hu, A Mojsilovic
Pattern Recognition, 2000, pp. 47--50

Matching and retrieval based on the vocabulary and grammar of color patterns
A Mojsilovic, J Kovacevic, J Hu, R J Safranek, S K Ganapathy
Multimedia Computing and Systems, 1999, pp. 38--54, IEEE, 2000

A method for color content matching of images
A Mojsilovic, J Hu
Multimedia and Expo, 2000, pp. 649--652



1999

Retrieval of color patterns based on perceptual dimensions of texture and human similarity rules
A. Mojsilovic, J. Kovacevic, J. Hu, R.J. Safranek, K. Ganapathy
Proc. SPIE Human Vision and Electronic Imaging, pp. 441--452, 1999

Document image layout comparison and classification
J. Hu, R. Kashi, G. Wilfong
Document Analysis and Recognition, 1999. ICDAR'99. Proceedings of the Fifth International Conference on, pp. 285--288

Table detection across multiple media
J Hu, R Kashi, D Lopresti, G Wilfong
Proceedings of the Workshop on Document Layout Interpretation and its Applications, 1999


Retrieval of color patterns based on perceptual dimensions of texture and human similiarity rules
A Mojsilovic, J Kovacevic, J Hu, R J Safranek, S K Ganapathy
Proceedings of SPIE, pp. 441, 1999

Integrating geometrical and linguistic analysis for email signature block parsing
H Chen, J Hu, R W Sproat
ACM Transactions on Information Systems (TOIS) 17(4), 343--366, ACM, 1999

User interface for a PCS smart phone
S Narayanaswamy, J Hu, R Kashi
Multimedia Computing and Systems, 1999, pp. 777--781

Document classification using layout analysis
J Hu, R Kashi, G Wilfong
Database and Expert Systems Applications, 1999, pp. 556--560


1998

Combining data and voice communications on digital wireless networks
S Narayanaswamy, J Hu, R Kashi
Global Telecommunications Conference, 1998, pp. 1449--1454

E-mail signature block analysis
H Chen, J Hu, R W Sproat
Pattern Recognition, 1998, pp. 1153--1156, Google Patents
US Patent 6,373,985


Emu: An e-mail preprocessor for text-to-speech
R Sproat, J Hu, H Chen
Multimedia Signal Processing, 1998 IEEE Second Workshop on, pp. 239--244

A Hidden Markov Model approach to online handwritten signature verification
R Kashi, J Hu, WL Nelson, W Turin
International Journal on Document Analysis and Recognition 1(2), 102--109, Springer, 1998

Using data on digital cellular and PCS voice networks
S Narayanaswamy, J Hu, R S Kashi
Bell Labs technical journal 3(2), 58--75, Wiley Online Library, 1998


1997

Next-generation multimedia messaging
H S Baird, J Hu, R S Kashi
Multimedia Signal Processing, 1997, pp. 501--506

Size and orientation normalization of on-line handwriting using Hough transform
A S Rosenthal, J Hu, M K Brown
Acoustics, Speech, and Signal Processing, 1997, pp. 3077--3080

Combining high-level features with sequential local features for on-line handwriting recognition
J Hu, A Rosenthal, M Brown
Image Analysis and Processing, pp. 647--654, 1997

Language modeling using stochastic automata with variable length contexts
J Hu, W Turin, M K Brown
Computer Speech \& Language 11(1), 1--16, Elsevier, 1997

On-line handwritten signature verification using hidden Markov model features
R S Kashi, J Hu, WL Nelson, W Turin
Document Analysis and Recognition, 1997, pp. 253--257


1996

Language modeling with stochastic automata
J Hu, W Turin, M K Brown
Spoken Language, 1996, pp. 406--409

A hierarchical approach to efficient curvilinear object searching
J Hu, T Pavlidis
Computer vision and image understanding 63(2), 208--220, Elsevier, 1996

On-line handwriting recognition with constrained n-best decoding
J Hu, M K Brown
Pattern Recognition, 1996, pp. 23--27

HMM based online handwriting recognition
H Jianying, MK Brown, W Turin
IEEE Trans. Pattern Anal. Mach. Intell 18(10), 1039--1045, IEEE, 1996


1995

Use of segmental features in HMM based handwriting recognition
J Hu, M K Brown, W Turin
Systems, Man and Cybernetics, 1995, pp. 2778--2782

Invariant features for HMM based on-line handwriting recognition
J Hu, M Brown, W Turin
Image Analysis and Processing, pp. 588--593, 1995


1994



1993

Feature extraction and indexing techniques for pictorial database retrieval
J Hu
1993 - dl.acm.org, State University of New York at Stony Brook

Computer assisted tracing of faint roads in satellite images
B Sakoda, J Hu, T Pavlidis
1993 ACSM/ASPRS Annual Convention \& Exposition, New Orleans, LA, pp. 311--323


1992

Interactive road finding for aerial images
J Hu, B Sakoda, T Pavlidis
Applications of Computer Vision, Proceedings, 1992, pp. 56--63


1991

Function plotting using conic splines
J Hu, T Pavlidis
Computer Graphics and Applications, IEEE 11(1), 89--94, IEEE, 1991


Year Unknown

“Information Boosting” Methodologies for Multiple Data Sources in Workforce Management
Hu, Jianying and Lu, Yingdong and Mojsilovic, Aleksandra and Radovanovic, Ana and Squillante, Mark S
J Hu, Y Lu, A Mojsilovic, A Radovanovic, MS Squillante, 0

A Resource Planning Model for Professional Services Organizations
Balaji, Kannan and DeSouza, Robert and Goh, Mark and Eck, Brian T and Hu, Jianying and Ray, Bonnie
K Balaji, R DeSouza, M Goh, BT Eck, J Hu, B Ray, 0

Risk Prediction with Electronic Health Records: A Deep Learning Approach
Cheng, Yu and Wang, Fei and Zhang, Ping and Hu, Jianying
astro.temple.edu, 0

Discover Temporal Dynamics of Biomarkers in Predictive Modeling with Longitudinal Data
Zhou, Jiayu and Sun, Jimeng and Wang, Fei and Hu, Jianying and Ebadollahi, Shahram and Ye, Jieping
Citeseer, Citeseer, 0


“Information Boosting” Methodologies for Multiple Data Sources in Workforce Management
Hu, Jianying and Lu, Yingdong and Mojsilovic, Aleksandra and Radovanovic, Ana and Squillante, Mark S
J Hu, Y Lu, A Mojsilovic, A Radovanovic, MS Squillante, 0

Dydruma: A Dynamic Drug Map for Exploring the Associations Among Drug Therapeutic Indications and Side-Effects
Wang, Fei and Zhang, Ping and Cao, Nan and Hu, Jianying and Sorrentino, Robert
astro.temple.edu, 0

A Resource Planning Model for Professional Services Organizations
Balaji, Kannan and DeSouza, Robert and Goh, Mark and Eck, Brian T and Hu, Jianying and Ray, Bonnie
K Balaji, R DeSouza, M Goh, BT Eck, J Hu, B Ray, 0

A METHOD FOR COLOR CONTENT MATCHING OF
A. Mojsilovic, J. Hu
reference.kfupm.edu.sa, 0