Jianying Hu

According to our database1, Jianying Hu authored at least 115 papers between 1991 and 2018.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2015, "For contributions to pattern recognition in business and health analytics, and document analysis".

Timeline

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Bibliography

2018
Predicting adverse drug reactions through interpretable deep learning framework.
BMC Bioinformatics, 2018

Cell-specific prediction and application of drug-induced gene expression .
Proceedings of the Biocomputing 2018: Proceedings of the Pacific Symposium, 2018

2017
Exploring Factors that Associated with Missing Values in Observational Huntington's Disease Study Data.
Proceedings of the Summit on Clinical Research Informatics, 2017

Improving predictive models with clustered sequences: An Application on Heart Failure Risk Prediction.
Proceedings of the Summit on Clinical Research Informatics, 2017

An Exploration of Latent Structure in Observational Huntington's Disease Studies.
Proceedings of the Summit on Clinical Research Informatics, 2017

Exploiting Electronic Health Records to Mine Drug Effects on Laboratory Test Results.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

DrugPathSeeker: Interactive UI for exploring drug-ADR relation via pathways.
Proceedings of the 2017 IEEE Pacific Visualization Symposium, 2017

Adverse Drug Reaction Prediction with Symbolic Latent Dirichlet Allocation.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Risk Prediction with Electronic Health Records: A Deep Learning Approach.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Modelling the Progression of CKD with EMR Data: a Partially Hidden Markov Approach.
Proceedings of the Summit on Clinical Research Informatics, 2016

Joint Modeling of Survival Events through Multi-task Learning Framework.
Proceedings of the AMIA 2016, 2016

Predicting Negative Events: Using Post-discharge Data to Detect High-Risk Patients.
Proceedings of the AMIA 2016, 2016

Data-Driven Prediction of Beneficial Drug Combinations in Spontaneous Reporting Systems.
Proceedings of the AMIA 2016, 2016

Big Data for Healthcare and Life Sciences: Learning Useful Insights from Imperfect Data.
Proceedings of the AMIA 2016, 2016

2015
Towards actionable risk stratification: A bilinear approach.
Journal of Biomedical Informatics, 2015

Mining and exploring care pathways from electronic medical records with visual analytics.
Journal of Biomedical Informatics, 2015

Synthesizing Analytic Evidence to Refine Care Pathways.
Proceedings of the Digital Healthcare Empowering Europeans, 2015

Analysis of Care Pathway Variation Patterns in Patient Records.
Proceedings of the Digital Healthcare Empowering Europeans, 2015

LINKAGE: An Approach for Comprehensive Risk Prediction for Care Management.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Temporal Phenotyping from Longitudinal Electronic Health Records: A Graph Based Framework.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Early detection of heart failure with varying prediction windows by structured and unstructured data in electronic health records.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Towards Computational Drug Repositioning: A Comparative Study of Single-task and Multi-task Learning.
Proceedings of the AMIA 2015, 2015

Early Detection of Heart Failure using Data Driven Modeling Approaches on Electronic Health Records: How far can one go without Domain Knowledge?
Proceedings of the AMIA 2015, 2015

2014
Analysis of Documents Born Digital.
Proceedings of the Handbook of Document Image Processing and Recognition, 2014

Exploring the associations between drug side-effects and therapeutic indications.
Journal of Biomedical Informatics, 2014

Care Pathway Workbench: Evidence Harmonization from Guideline and Data.
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014

From micro to macro: data driven phenotyping by densification of longitudinal electronic medical records.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

A Multi-task Learning Framework for Joint Disease Risk Prediction and Comorbidity Discovery.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

DensityTransfer: A Data Driven Approach for Imputing Electronic Health Records.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Towards Drug Repositioning: A Unified Computational Framework for Integrating Multiple Aspects of Drug Similarity and Disease Similarity.
Proceedings of the AMIA 2014, 2014

Exploring Joint Disease Risk Prediction.
Proceedings of the AMIA 2014, 2014

Clinical Risk Prediction by Exploring High-Order Feature Correlations.
Proceedings of the AMIA 2014, 2014

Scene Classification by Feature Co-occurrence Matrix.
Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

2013
A Framework for Mining Signatures from Event Sequences and Its Applications in Healthcare Data.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Patient Risk Prediction Model via Top-k Stability Selection.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Exploring Patient Risk Groups with Incomplete Knowledge.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Exploring the Relationship Between Drug Side-Effects and Therapeutic Indications.
Proceedings of the AMIA 2013, 2013

2012
Supervised patient similarity measure of heterogeneous patient records.
SIGKDD Explorations, 2012

Real-time analysis for short-term prognosis in intensive care.
IBM Journal of Research and Development, 2012

Case-based reasoning in comparative effectiveness research.
IBM Journal of Research and Development, 2012

SOR: Scalable Orthogonal Regression for Low-Redundancy Feature Selection and its Healthcare Applications.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Towards heterogeneous temporal clinical event pattern discovery: a convolutional approach.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Medical prognosis based on patient similarity and expert feedback.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Combining Knowledge and Data Driven Insights for Identifying Risk Factors using Electronic Health Records.
Proceedings of the AMIA 2012, 2012

A Healthcare Utilization Analysis Framework for Hot Spotting and Contextual Anomaly Detection.
Proceedings of the AMIA 2012, 2012

2011
OnTheMark: Integrated Stochastic Resource Planning of Human Capital Supply Chains.
Interfaces, 2011

Information technology for healthcare transformation.
IBM Journal of Research and Development, 2011

iMet: Interactive Metric Learning in Healthcare Applications.
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Toward personalized care management of patients at risk: the diabetes case study.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Mining Electronic Medical Records to Explore the Linkage between Healthcare Resource Utilization and Disease Severity in Diabetic Patients.
Proceedings of the 2011 IEEE International Conference on Healthcare Informatics, 2011

Automatic Group Sparse Coding.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
Performance management of IT services delivery.
SIGMETRICS Performance Evaluation Review, 2010

Localized Supervised Metric Learning on Temporal Physiological Data.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

A System for Mining Temporal Physiological Data Streams for Advanced Prognostic Decision Support.
Proceedings of the ICDM 2010, 2010

One-Class Matrix Completion with Low-Density Factorizations.
Proceedings of the ICDM 2010, 2010

2009
New Frontiers in Handwriting Recognition.
Pattern Recognition, 2009

Winning the KDD Cup Orange Challenge with Ensemble Selection.
Proceedings of KDD-Cup 2009 competition, Paris, France, June 28, 2009, 2009

Leveraging social networks for corporate staffing and expert recommendation.
IBM Journal of Research and Development, 2009

A New Framework for Recognition of Heavily Degraded Characters in Historical Typewritten Documents Based on Semi-Supervised Clustering.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

2008
Regularized Co-Clustering with Dual Supervision.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

K-means clustering of proportional data using L1 distance.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Categorization using semi-supervised clustering.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

On efficient Viterbi decoding for hidden semi-Markov models.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007
High-utility pattern mining: A method for discovery of high-utility item sets.
Pattern Recognition, 2007

Statistical methods for automated generation of service engagement staffing plans.
IBM Journal of Research and Development, 2007

Sequence Mining for Business Analytics: Building Project Taxonomies for Resource Demand Forecasting.
Proceedings of the Applications of Data Mining in E-Business and Finance, 2007

2006
An Interweaved HMM/DTW Approach to Robust Time Series Clustering.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Offering Pattern Mining Using High Yield Partition Trees.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

A Resource Planning Model for Professional Services Organizations.
Proceedings of the 2006 IEEE International Conference on Automation Science and Engineering, 2006

2005
Dynamic Signature Verification Using Discriminative Training.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

2004
Probability Table Compression Using Distributional Clustering for Scanning N-Tuple Classifiers.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003
Preface.
IJDAR, 2003

Functionality-Based Web Image Categorization.
Proceedings of the Twelfth International World Wide Web Conference - Posters, 2003

Identifying Story and Preview Images in News Web Pages.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Categorizing images in web documents.
Proceedings of the Document Recognition and Retrieval X, 2003

2002
Extraction of perceptually important colors and similarity measurement for image matching, retrieval and analysis.
IEEE Trans. Image Processing, 2002

Evaluating the performance of table processing algorithms.
IJDAR, 2002

A machine learning based approach for table detection on the web.
Proceedings of the Eleventh International World Wide Web Conference, 2002

Spatial Color Component Matching of Images.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Multi-Source Combined-Media Video Tracking for Summarization.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Detecting Tables in HTML Documents.
Proceedings of the Document Analysis Systems V, 5th International Workshop, 2002

2001
Extraction of key frames from videos by optimal color composition matching and polygon simplification.
Proceedings of the Fourth IEEE Workshop on Multimedia Signal Processing, 2001

Combined-media video tracking for summarization.
Proceedings of the 9th ACM International Conference on Multimedia 2001, Ottawa, Ontario, Canada, September 30, 2001

Flexible Web Document Analysis for Delivery to Narrow-Bandwidth Devices.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Why Table Ground-Truthing is Hard.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Table structure recognition and its evaluation.
Proceedings of the Document Recognition and Retrieval VIII, 2001

2000
Matching and retrieval based on the vocabulary and grammar of color patterns.
IEEE Trans. Image Processing, 2000

Writer independent on-line handwriting recognition using an HMM approach.
Pattern Recognition, 2000

Comparison and Classification of Documents Based on Layout Similarity.
Inf. Retr., 2000

Optimal Color Composition Matching of Images.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

A Method for Color Content Matching of Images.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Extraction of Perceptually Important Colors and Similarity Measurement for Image Matching.
Proceedings of the 2000 International Conference on Image Processing, 2000

Medium-independent table detection.
Proceedings of the Document Recognition and Retrieval VII, 2000

1999
Integrating geometrical and linguistic analysis for email signature block parsing.
ACM Trans. Inf. Syst., 1999

User Interface for a PCS Smart Phone.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

Perceptually Based Color Texture Features and Metrics for Image Retrieval.
Proceedings of the 1999 International Conference on Image Processing, 1999

Document Image Layout Comparison and Classification.
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

Retrieval of color patterns based on perceptual dimensions of texture and human similiarity rules.
Proceedings of the Human Vision and Electronic Imaging IV, 1999

Document Classification Using Layout Analysis.
Proceedings of the 10th International Workshop on Database & Expert Systems Applications, 1999

1998
A Hidden Markov Model approach to online handwritten signature verification.
IJDAR, 1998

Emu: an e-mail preprocessor for text-to-speech.
Proceedings of the Second IEEE Workshop on Multimedia Signal Processing, 1998

E-mail signature block analysis.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

1997
Language modeling using stochastic automata with variable length contexts.
Computer Speech & Language, 1997

Next-generation multimedia messaging.
Proceedings of the First IEEE Workshop on Multimedia Signal Processing, 1997

Combining High-Level Features with Sequential Local Features for On-Line Handwriting Recognition.
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

On-line Handwritten Signature Verification using Hidden Markov Model Features.
Proceedings of the 4th International Conference Document Analysis and Recognition (ICDAR '97), 1997

Size and orientation normalization of on-line handwriting using Hough transform.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
HMM Based On-Line Handwriting Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 1996

A Hierarchical Approach to Efficient Curvilinear Object Searching.
Computer Vision and Image Understanding, 1996

Language modeling with stochastic automata.
Proceedings of the 4th International Conference on Spoken Language Processing, 1996

On-line handwriting recognition with constrained N-best decoding.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Document Databases: das'96 Working Group Report.
Proceedings of the Document Analysis Systems II, 1996

1995
Invariant Features for HMM Based On-Line Handwriting Recognition.
Proceedings of the Image Analysis and Processing, 8th International Conference, 1995

1992
Interactive road finding for aerial images.
Proceedings of First IEEE Workshop on Applications of Computer Vision, 1992

1991
Function plotting using conic splines.
IEEE Computer Graphics and Applications, 1991


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