Aidong Zhang

According to our database1, Aidong Zhang authored at least 337 papers between 1989 and 2021.

Collaborative distances:

Awards

ACM Fellow

ACM Fellow 2017, "For contributions to bioinformatics and data mining".

IEEE Fellow

IEEE Fellow 2009, "For contributions to multimedia data indexing".

Timeline

Legend:

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Online presence:

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Bibliography

2021
Tracking Community Consistency in Dynamic Networks: An Influence-Based Approach.
IEEE Trans. Knowl. Data Eng., 2021

2020
Learning Distance Metrics from Probabilistic Information.
ACM Trans. Knowl. Discov. Data, 2020

Learning Brain Effective Connectivity Network Structure Using Ant Colony Optimization Combining With Voxel Activation Information.
IEEE J. Biomed. Health Informatics, 2020

Secure Inter-Domain Forwarding Loop Test in Software Defined Networks.
IEEE Trans. Dependable Secur. Comput., 2020

Cooperative Moving-Target Enclosing of Networked Vehicles With Constant Linear Velocities.
IEEE Trans. Cybern., 2020

DeepMV: Multi-View Deep Learning for Device-Free Human Activity Recognition.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

A Survey on Causal Inference.
CoRR, 2020

Underwater Wireless Optical Communication Based on DPSK Modulation and Silicon Photomultiplier.
IEEE Access, 2020

Deep Learning Aided Signal Detection for SPAD-Based Underwater Optical Wireless Communications.
IEEE Access, 2020

Correlation Networks for Extreme Multi-label Text Classification.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

TAdaNet: Task-Adaptive Network for Graph-Enriched Meta-Learning.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Malicious Attacks against Deep Reinforcement Learning Interpretations.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

HGMF: Heterogeneous Graph-based Fusion for Multimodal Data with Incompleteness.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Optimized Foothold Planning and Posture Searching for Energy-Efficient Quadruped Locomotion over Challenging Terrains.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Global Interpretation for Patient Similarity Learning.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

Analysis of Meta-Learning Approaches for TCGA Pan-cancer Datasets.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

EC-GAN: Inferring Brain Effective Connectivity via Generative Adversarial Networks.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Towards Interpretation of Pairwise Learning.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Pairwise Learning with Differential Privacy Guarantees.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Towards Confidence Interval Estimation in Truth Discovery.
IEEE Trans. Knowl. Data Eng., 2019

DWE-Med: Dynamic Word Embeddings for Medical Domain.
ACM Trans. Knowl. Discov. Data, 2019

A Multi-View Deep Learning Framework for EEG Seizure Detection.
IEEE J. Biomed. Health Informatics, 2019

Artificial bee colony clustering with self-adaptive crossover and stepwise search for brain functional parcellation in fMRI data.
Soft Comput., 2019

A survey on literature based discovery approaches in biomedical domain.
J. Biomed. Informatics, 2019

Wave2Vec: Deep representation learning for clinical temporal data.
Neurocomputing, 2019

Predicting the associations between microbes and diseases by integrating multiple data sources and path-based HeteSim scores.
Neurocomputing, 2019

Incorporating Biological Knowledge with Factor Graph Neural Network for Interpretable Deep Learning.
CoRR, 2019

A hybrid self-attention deep learning framework for multivariate sleep stage classification.
BMC Bioinform., 2019

MeSHProbeNet: a self-attentive probe net for MeSH indexing.
Bioinform., 2019

DTEC: Distance Transformation Based Early Time Series Classification.
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

Bionic Architecture Design and Robust Rough-Terrain Locomotion for a High-Payload Quadrupedal Robot.
Proceedings of the 2019 IEEE International Conference on Robotics and Biomimetics, 2019

Energy Efficient Swing Leg Trajectory Planning For Quadruped Robots Walking On Rough Terrain.
Proceedings of the 2019 IEEE International Conference on Robotics and Biomimetics, 2019

Joint Torque Estimation for Dynamic Jumping Control of Compliant Gear-Driven Legged Robot.
Proceedings of the 2019 IEEE International Conference on Robotics and Biomimetics, 2019

CNNs based Foothold Selection for Energy-Efficient Quadruped Locomotion over Rough Terrains.
Proceedings of the 2019 IEEE International Conference on Robotics and Biomimetics, 2019

DeepFusion: A Deep Learning Framework for the Fusion of Heterogeneous Sensory Data.
Proceedings of the Twentieth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2019

Hypothesis Generation From Text Based On Co-Evolution Of Biomedical Concepts.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Joint Torque Estimation toward Dynamic and Compliant Control for Gear-Driven Torque Sensorless Quadruped Robot.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

On the Estimation of Treatment Effect with Text Covariates.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Metric Learning on Healthcare Data with Incomplete Modalities.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Deep Metric Learning: The Generalization Analysis and an Adaptive Algorithm.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Privacy-aware Synthesizing for Crowdsourced Data.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Recurrent Imputation for Multivariate Time Series with Missing Values.
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019

ACE: Adaptively Similarity-Preserved Representation Learning for Individual Treatment Effect Estimation.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Estimating Brain Effective Connectivity in fMRI data by Non-stationary Dynamic Bayesian Networks.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Topic Discovery for Biomedical Corpus Using MeSH Embeddings.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

AffinityNet: Semi-Supervised Few-Shot Learning for Disease Type Prediction.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Flex Transactions.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

BFO-FMD: bacterial foraging optimization for functional module detection in protein-protein interaction networks.
Soft Comput., 2018

Predicting essential proteins based on RNA-Seq, subcellular localization and GO annotation datasets.
Knowl. Based Syst., 2018

Towards self-learning based hypotheses generation in biomedical text domain.
Bioinform., 2018

An Attention-based Recurrent Neural Networks Framework for Health Data Analysis.
Proceedings of the 26th Italian Symposium on Advanced Database Systems, 2018

Online Truth Discovery on Time Series Data.
Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

Uncorrelated Patient Similarity Learning.
Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

Representation Learning for Treatment Effect Estimation from Observational Data.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Risk Prediction on Electronic Health Records with Prior Medical Knowledge.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Concepts-Bridges: Uncovering Conceptual Bridges Based on Biomedical Concept Evolution.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Metric Learning from Probabilistic Labels.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

MuVAN: A Multi-view Attention Network for Multivariate Temporal Data.
Proceedings of the IEEE International Conference on Data Mining, 2018

Multi-task Sparse Metric Learning for Monitoring Patient Similarity Progression.
Proceedings of the IEEE International Conference on Data Mining, 2018

Interpretable Word Embeddings for Medical Domain.
Proceedings of the IEEE International Conference on Data Mining, 2018

Deep Learning and Networks for Integrative Analysis of Multi-Omic Data.
Proceedings of the 8th IEEE International Conference on Computational Advances in Bio and Medical Sciences, 2018

On Metric Learning for Complex Data Analysis.
Proceedings of the IEEE International Conference on Big Data, 2018

Multivariate Sleep Stage Classification using Hybrid Self-Attentive Deep Learning Networks.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Multi-view Factorization AutoEncoder with Network Constraints for Multi-omic Integrative Analysis.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

A novel channel-aware attention framework for multi-channel EEG seizure detection via multi-view deep learning.
Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018

2017
A Survey on Context Learning.
IEEE Trans. Knowl. Data Eng., 2017

On the Analysis of Diseases and Their Related Geographical Data.
IEEE J. Biomed. Health Informatics, 2017

Editorial from the New Editor-in-Chief.
IEEE ACM Trans. Comput. Biol. Bioinform., 2017

Omics Informatics: From Scattered Individual Software Tools to Integrated Workflow Management Systems.
IEEE ACM Trans. Comput. Biol. Bioinform., 2017

Collaboratively Improving Topic Discovery and Word Embeddings by Coordinating Global and Local Contexts.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Unsupervised Discovery of Drug Side-Effects from Heterogeneous Data Sources.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

A Correlated Topic Model Using Word Embeddings.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Wave2Vec: Learning Deep Representations for Biosignals.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Generating Medical Hypotheses Based on Evolutionary Medical Concepts.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Augmenting word embeddings through external knowledge-base for biomedical application.
Proceedings of the 2017 IEEE International Conference on Big Data, BigData 2017, 2017

A novel wavelet-based model for EEG epileptic seizure detection using multi-context learning.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Personalized disease prediction using a CNN-based similarity learning method.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Integrate multi-omic data using affinity network fusion (ANF) for cancer patient clustering.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

A Multi-view Deep Learning Method for Epileptic Seizure Detection using Short-time Fourier Transform.
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017

A Multi-task Framework for Monitoring Health Conditions via Attention-based Recurrent Neural Networks.
Proceedings of the AMIA 2017, 2017

2016
Detecting Functional Modules Based on a Multiple-Grain Model in Large-Scale Protein-Protein Interaction Networks.
IEEE ACM Trans. Comput. Biol. Bioinform., 2016

Detecting epileptic seizures with electroencephalogram via a context-learning model.
BMC Medical Informatics Decis. Mak., 2016

Identification of dynamic protein complexes based on fruit fly optimization algorithm.
Knowl. Based Syst., 2016

Protein complex identification through Markov clustering with firefly algorithm on dynamic protein-protein interaction networks.
Inf. Sci., 2016

Towards Confidence in the Truth: A Bootstrapping based Truth Discovery Approach.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Topic Discovery for Short Texts Using Word Embeddings.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Trajectory analysis - Linking genomic and proteomic data with disease progression.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

Bacterial biological mechanisms for functional module detection in PPI networks.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

A framework for robust differential network modular structure discovery from RNA-seq data.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

An ant colony optimization algorithm for learning brain effective connectivity network from fMRI data.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

Mining protein complexes based on topology potential from weighted dynamic PPI network.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

Risk Factor Analysis Based on Deep Learning Models.
Proceedings of the 7th ACM International Conference on Bioinformatics, 2016

Feature Selection Model for Diagnosis, Electronic Medical Records and Geographical Data Correlation.
Proceedings of the 7th ACM International Conference on Bioinformatics, 2016

Collaborative restricted Boltzmann machine for social event recommendation.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

Influence based analysis of community consistency in dynamic networks.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015
Tracking Temporal Community Strength in Dynamic Networks.
IEEE Trans. Knowl. Data Eng., 2015

Prediction and Informative Risk Factor Selection of Bone Diseases.
IEEE ACM Trans. Comput. Biol. Bioinform., 2015

Identifying Affinity Classes of Inorganic Materials Binding Sequences via a Graph-Based Model.
IEEE ACM Trans. Comput. Biol. Bioinform., 2015

A graph-based integrative method of detecting consistent protein functional modules from multiple data sources.
Int. J. Data Min. Bioinform., 2015

ACC-FMD: ant colony clustering for functional module detection in protein-protein interaction networks.
Int. J. Data Min. Bioinform., 2015

A Similarity-Based Concepts Mapping Method between Ontologies.
IEICE Trans. Inf. Syst., 2015

Functional Node Detection on Linked Data.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

DRN: Bringing Greedy Layer-Wise Training into Time Dimension.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

MESS: A Multilingual Error based String Similarity measure for transliterated name variants.
Proceedings of the 7th Forum for Information Retrieval Evaluation, 2015

Improving EEG feature learning via synchronized facial video.
Proceedings of the 2015 IEEE International Conference on Big Data, 2015

Multi-modal learning for video recommendation based on mobile application usage.
Proceedings of the 2015 IEEE International Conference on Big Data, 2015

Identifying inorganic material affinity classes for peptide sequences based on context learning.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

Context-learning based electroencephalogram analysis for epileptic seizure detection.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

Bone disease prediction and phenotype discovery using feature representation over electronic health records.
Proceedings of the 6th ACM Conference on Bioinformatics, 2015

Significant Edge Detection in Target Network by Exploring Multiple Auxiliary Networks.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014
Survey: Functional Module Detection from Protein-Protein Interaction Networks.
IEEE Trans. Knowl. Data Eng., 2014

On handling negative transfer and imbalanced distributions in multiple source transfer learning.
Stat. Anal. Data Min., 2014

Matching Titles with Cross Title Web-Search Enrichment and Community Detection.
Proc. VLDB Endow., 2014

MAE-FMD: Multi-agent evolutionary method for functional module detection in protein-protein interaction networks.
BMC Bioinform., 2014

A Deep Learning Approach to Link Prediction in Dynamic Networks.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

LRBM: A Restricted Boltzmann Machine Based Approach for Representation Learning on Linked Data.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

A system for geoanalysis of clinical and geographical data.
Proceedings of the Third ACM SIGSPATIAL International Workshop on the Use of GIS in Public Health, 2014

Analysis on Community Variational Trend in Dynamic Networks.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Detecting functional modules in dynamic protein-protein interaction networks using Markov Clustering and Firefly Algorithm.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

A Novel Semi-Supervised Deep Learning Framework for Affective State Recognition on EEG Signals.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Bioengineering, 2014

Privacy Preserving Calculation of Fisher Criterion Score for Informative Gene Selection.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Bioengineering, 2014

2013
The clustering model and algorithm of PPI network based on propagating mechanism of artificial bee colony.
Inf. Sci., 2013

HAM-FMD: Mining functional modules in protein-protein interaction networks using ant colony optimization and multi-agent evolution.
Neurocomputing, 2013

BoneNET: a network model of bone microstructure and dynamics.
Int. J. Data Min. Bioinform., 2013

Privacy-preserving Kruskal-Wallis test.
Comput. Methods Programs Biomed., 2013

Multi-source deep learning for information trustworthiness estimation.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Learning, Analyzing and Predicting Object Roles on Dynamic Networks.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Progression Analysis of Community Strengths in Dynamic Networks.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

OMS-TL: a framework of online multiple source transfer learning.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Critical protein detection in dynamic PPI networks with multi-source integrated deep belief nets.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

Affective state recognition from EEG with deep belief networks.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

A generative framework for prediction and informative risk factor selection of bone diseases.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

Detecting mutual functional gene clusters from multiple related diseases.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

A Semi-Supervised Learning Approach to Integrated Salient Risk Features for Bone Diseases.
Proceedings of the ACM Conference on Bioinformatics, 2013

An Ensemble Model for Mobile Device based Arrhythmia Detection.
Proceedings of the ACM Conference on Bioinformatics, 2013

A Privacy Preserving Markov Model for Sequence Classification.
Proceedings of the ACM Conference on Bioinformatics, 2013

A Framework for Identifying Affinity Classes of Inorganic Materials Binding Peptide Sequences.
Proceedings of the ACM Conference on Bioinformatics, 2013

2012
Clustering PPI data based on Improved functional-flow model through Quantum-behaved PSO.
Int. J. Data Min. Bioinform., 2012

Algorithms for Efficient Mining of Statistically Significant Attribute Association Information
CoRR, 2012

Pseudo Cold Start Link Prediction with Multiple Sources in Social Networks.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Improved Ant Colony Optimization for Detecting Functional Modules in Protein-Protein Interaction Networks.
Proceedings of the Information Computing and Applications - Third International Conference, 2012

Ant Colony Optimization with Multi-Agent Evolution for Detecting Functional Modules in Protein-Protein Interaction Networks.
Proceedings of the Information Computing and Applications - Third International Conference, 2012

Estimating Local Information Trustworthiness via Multi-source Joint Matrix Factorization.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

A link prediction based unsupervised rank aggregation algorithm for informative gene selection.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012

De-noise biological network from heterogeneous sources via link propagation.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012

A graph-based cluster ensemble method to detect protein functional modules from multiple information sources.
Proceedings of the ACM International Conference on Bioinformatics, 2012

A collective NMF method for detecting protein functional module from multiple data sources.
Proceedings of the ACM International Conference on Bioinformatics, 2012

Detecting ECG abnormalities via transductive transfer learning.
Proceedings of the ACM International Conference on Bioinformatics, 2012

3D bone microarchitecture modeling and fracture risk prediction.
Proceedings of the ACM International Conference on Bioinformatics, 2012

Finding informative genes for prostate cancer: a general framework of integrating heterogeneous sources.
Proceedings of the ACM International Conference on Bioinformatics, 2012

Evolutionary analysis of functional modules in dynamic PPI networks.
Proceedings of the ACM International Conference on Bioinformatics, 2012

Spatial modeling of bone microarchitecture.
Proceedings of the Three-Dimensional Image Processing (3DIP) and Applications II, 2012

2011
A Computational Model of Mitigating Disease Spread in Spatial Networks.
Int. J. Artif. Life Res., 2011

Clustering PPI Data Based on Bacteria Foraging Optimization Algorithm.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011

Finding Informative Genes from Multiple Microarray Experiments: A Graph-based Consensus Maximization Model.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011

An ACO based functional module detection algorithm for protein interaction networks.
Proceedings of the ACM International Conference on Bioinformatics, 2011

Mathematical network model for bone mineral density (BMD) and bone quality assessment.
Proceedings of the ACM International Conference on Bioinformatics, 2011

Gene Co-Adaboost: a semi-supervised approach for classifying gene expression data.
Proceedings of the ACM International Conference on Bioinformatics, 2011

2010
Predicting protein function by frequent functional association pattern mining in protein interaction networks.
IEEE Trans. Inf. Technol. Biomed., 2010

Mining Protein Interactome Networks to Measure Interaction Reliability and Select Hub Proteins.
Int. J. Knowl. Discov. Bioinform., 2010

Identification of functional hubs and modules by converting interactome networks into hierarchical ordering of proteins.
BMC Bioinform., 2010

On Mining Statistically Significant Attribute Association Information.
Proceedings of the SIAM International Conference on Data Mining, 2010

An improved projection pursuit clustering model and its application based on Quantum-behaved PSO.
Proceedings of the Sixth International Conference on Natural Computation, 2010

Improved artificial bee colony algorithm and its application in data clustering.
Proceedings of the Fifth International Conference on Bio-Inspired Computing: Theories and Applications, 2010

Semi-supervised learning protein complexes from protein interaction networks.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010

Identification of critical location on a microstructural bone network.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010

Functional Flow Simulation Based Analysis of Protein Interaction Network.
Proceedings of the 10th IEEE International Conference on Bioinformatics and Bioengineering, 2010

Computational Framework for Microstructural Bone Dynamics Model and Its Evaluation.
Proceedings of the 10th IEEE International Conference on Bioinformatics and Bioengineering, 2010

A graph-based approach for computational model of bone microstructure.
Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology, 2010

Functional Influence-Based Approach to Identify Overlapping Modules in Biological Networks.
Proceedings of the Link Mining: Models, Algorithms, and Applications, 2010

2009
Flex Transactions.
Proceedings of the Encyclopedia of Database Systems, 2009

Semantic similarity based feature extraction from microarray expression data.
Int. J. Data Min. Bioinform., 2009

ANN Based Protein Function Prediction Using Integrated Protein-Protein Interaction Data.
Proceedings of the International Joint Conferences on Bioinformatics, 2009

flowNet: Flow-Based Approach for Efficient Analysis of Complex Biological Networks.
Proceedings of the ICDM 2009, 2009

Mining of Attribute Interactions Using Information Theoretic Metrics.
Proceedings of the ICDM Workshops 2009, 2009

Restructuring Protein Interaction Networks to Reveal Structural Hubs and Functional Organizations.
Proceedings of the 2009 IEEE International Conference on Bioinformatics and Biomedicine, 2009

2008
CASCADE: a novel quasi all paths-based network analysis algorithm for clustering biological interactions.
BMC Bioinform., 2008

Functional module detection by functional flow pattern mining in protein interaction networks.
BMC Bioinform., 2008

A probabilistic framework to predict protein function from interaction data integrated with semantic knowledge.
BMC Bioinform., 2008

Bridging centrality: graph mining from element level to group level.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Future directions in multimedia retrieval: : impact of new technology.
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

SS-ClusterTree: a subspace clustering based indexing algorithm over high-dimensional image features.
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

Multi-agent Model Analysis of the Containment Strategy for Avian Influenza (AI) in South Korea.
Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008

Discovering Frequent Patterns of Functional Associations in Protein Interaction Networks for Function Prediction.
Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008

A novel information theoretic method for detecting gene-gene and gene-environment interactions in complex diseases.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

2007
Mining gene-sample-time microarray data: a coherent gene cluster discovery approach.
Knowl. Inf. Syst., 2007

Semantic integration to identify overlapping functional modules in protein interaction networks.
BMC Bioinform., 2007

Feature Extraction from Microarray Expression Data by Integration of Semantic Knowledge.
Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007

Assessing Reliability of Protein-Protein Interactions by Semantic Data Integration.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Modularization of Protein Interaction Networks by Incorporating Gene Ontology Annotations.
Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2007

SIGN: reliable protein interaction identification by integrating the Similarity In GO and the similarity in protein interaction Networks.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

Optimizing Flow-based Modularization by Iterative Centroid Search in Protein Interaction Networks.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

2006
Advanced Analysis of Gene Expression Microarray Data
Science, Engineering, and Biology Informatics 1, World Scientific, ISBN: 978-981-256-645-4, 2006

Extracting semantic concepts from images: a decisive feature pattern mining approach.
Multim. Syst., 2006

VizStruct for visualization of genome-wide SNP analyses.
Bioinform., 2006

A novel functional module detection algorithm for protein-protein interaction networks.
Algorithms Mol. Biol., 2006

Identification of Overlapping Functional Modules in Protein Interaction Networks: Information Flow-based Approach.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Boost Feature Subset Selection: A New Gene Selection Algorithm for Microarray Dataset.
Proceedings of the Computational Science, 2006

Towards Detecting Protein Complexes from Protein Interaction Data.
Proceedings of the Computational Science, 2006

Digitalization of coastal management and decision making supported by multi-dimensional geospatial information and analysis.
Proceedings of the 7th Annual International Conference on Digital Government Research, 2006

Prediction of Protein Function Using Common-Neighbors in Protein-Protein Interaction Networks.
Proceedings of the Sixth IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2006), 2006

Efficient Modularization of Weighted Protein Interaction Networks using k-Hop Graph Reduction.
Proceedings of the Sixth IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2006), 2006

2005
A Shrinking-Based Clustering Approach for Multidimensional Data.
IEEE Trans. Knowl. Data Eng., 2005

An Interactive Approach to Mining Gene Expression Data.
IEEE Trans. Knowl. Data Eng., 2005

SynchRuler: A Rule-Based Flexible Synchronization Model with Model Checking.
IEEE Trans. Knowl. Data Eng., 2005

Virtual Gene: Using Correlations Between Genes to Select Informative Genes on Microarray Datasets.
Trans. Comp. Sys. Biology, 2005

BioStar models of clinical and genomic data for biomedical data warehouse design.
Int. J. Bioinform. Res. Appl., 2005

Interrelated Two-Way Clustering and its Application on Gene Expression Data.
Int. J. Artif. Intell. Tools, 2005

On mining cross-graph quasi-cliques.
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

Exploiting anarchy in networks: a game-theoretic approach to combining fairness and throughput.
Proceedings of the INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies, 2005

Towards Exploring Interactive Relationship between Clusters and Outliers in Multi-Dimensional Data Analysis.
Proceedings of the 21st International Conference on Data Engineering, 2005

Mining Cross-Graph Quasi-Cliques in Gene Expression and Protein Interaction Data.
Proceedings of the 21st International Conference on Data Engineering, 2005

Virtual Gene: A Gene Selection Algorithm for Sample Classification on Microarray Datasets.
Proceedings of the Computational Science, 2005

Integration of multidimensional geospatial information for coastal management and decision-making.
Proceedings of the 2005 National Conference on Digital Government Research, 2005

A General Approach to Mining Quality Pattern-Based Clusters from Microarray Data.
Proceedings of the Database Systems for Advanced Applications, 2005

A Topological Measurement for Weighted Protein Interaction Network.
Proceedings of the Fourth International IEEE Computer Society Computational Systems Bioinformatics Conference, 2005

Selecting Informative Genes from Microarray Dataset by Incorporating Gene Ontology.
Proceedings of the Fifth IEEE International Symposium on Bioinformatic and Bioengineering (BIBE 2005), 2005

A Two-Step Approach for Clustering Proteins Based on Protein Interaction Profile.
Proceedings of the Fifth IEEE International Symposium on Bioinformatic and Bioengineering (BIBE 2005), 2005

2004
Cluster Analysis for Gene Expression Data: A Survey.
IEEE Trans. Knowl. Data Eng., 2004

Interactive pattern analysis for relevance feedback in multimedia information retrieval.
Multim. Syst., 2004

VizStruct: exploratory visualization for gene expression profiling.
Bioinform., 2004

ESPD: a pattern detection model underlying gene expression profiles.
Bioinform., 2004

GPX: Interactive Mining of Gene Expression Data.
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

A Shrinking-Based Dimension Reduction Approach for Multi-Dimensional Data Analysis.
Proceedings of the 16th International Conference on Scientific and Statistical Database Management (SSDBM 2004), 2004

Mining coherent gene clusters from gene-sample-time microarray data.
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

PatternQuest: learning patterns of interest using relevance feedback in multimedia information retrieval.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Integrating virtual camera controls into digital video.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Sprite pyramid for videos and images having finite-depth scenes.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

An Adaptive Density-Based Clustering Algorithm for Spatial Database with Noise.
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Very Large Scale Multidimensional Data Management and Retrieval for USGS and NIMA Imagery.
Proceedings of the 2004 Annual National Conference on Digital Government Research, 2004

Spatial Technologies for Coastal Management.
Proceedings of the 2004 Annual National Conference on Digital Government Research, 2004

Digitalization of Coastal Management and Decision Making Supported by Multi-Dimensional Geospatial Information and Analysis.
Proceedings of the 2004 Annual National Conference on Digital Government Research, 2004

Feature Selection for Classifying High-Dimensional Numerical Data.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003
Automatic Annotation and Retrieval of Images.
World Wide Web, 2003

ClusterTree: Integration of Cluster Representation and Nearest-Neighbor Search for Large Data Sets with High Dimensions.
IEEE Trans. Knowl. Data Eng., 2003

Towards interactive exploration of gene expression patterns.
SIGKDD Explor., 2003

Introduction to the Special Issue on Content-Based Image Retrieval (CBIR) Guest Editors.
Multim. Syst., 2003

Analyzing scenery images by monotonic tree.
Multim. Syst., 2003

VizCluster and its Application on Classifying Gene Expression Data.
Distributed Parallel Databases, 2003

Introduction to the Special Issue on Bioinformatics.
Distributed Parallel Databases, 2003

A Shrinking-Based Approach for Multi-Dimensional Data Analysis.
Proceedings of 29th International Conference on Very Large Data Bases, 2003

Enhanced visualization of time series through higher fourier harmonics.
Proceedings of the 3nd ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2003), 2003

Mining phenotypes and informative genes from gene expression data.
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

Interactive exploration of coherent patterns in time-series gene expression data.
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

An adaptive classification method for multimedia retrieval.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Identification of objects from image regions.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

SemView: A Semantic-sensitive Distributed Image Retrieval System.
Proceedings of the 2003 Annual National Conference on Digital Government Research, 2003

A Spatio-Temporal Decision Making System for Coastal Change Monitoring and Coastal Management.
Proceedings of the 2003 Annual National Conference on Digital Government Research, 2003

Integration of Multi-Source Spatial Information for Coastal Management and Decision Making.
Proceedings of the 2003 Annual National Conference on Digital Government Research, 2003

Adaptive Pattern Discovery for Interactive Multimedia Retrieval.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

Fourier Harmonic Approach for Visualizing Temporal Patterns of Gene Expression Data.
Proceedings of the 2nd IEEE Computer Society Bioinformatics Conference, 2003

Mining multiple phenotype structures underlying gene expression profiles.
Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, 2003

DHC: A Density-Based Hierarchical Clustering Method for Time Series Gene Expression Dat.
Proceedings of the 3rd IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2003), 2003

Interrelated Clustering: An Approach for Gene Expression Data Analysis.
Proceedings of the Computational Biology and Genome Informatics, 2003

2002
Web View - A Globally Accessible Geographic Image Database Environment.
Proceedings of the Advances in Digital Government - Technology, Human Factors, and Policy, 2002

Theory of keyblock-based image retrieval.
ACM Trans. Inf. Syst., 2002

A method for measuring the complexity of image databases.
IEEE Trans. Multim., 2002

PLUS: a probe-loss utilization streaming mechanism for distributed multimedia presentation systems.
IEEE Trans. Multim., 2002

SemQuery: Semantic Clustering and Querying on Heterogeneous Features for Visual Data.
IEEE Trans. Knowl. Data Eng., 2002

FindOut: Finding Outliers in Very Large Datasets.
Knowl. Inf. Syst., 2002

Advanced feature extraction for keyblock-based image retrieval.
Inf. Syst., 2002

NetMedia: Streaming Multimedia Presentations in Distributed Environments.
IEEE Multim., 2002

Modeling and Verification of Interactive Flexible Multimedia Presentations Using PROMELA/SPIN.
Proceedings of the Model Checking of Software, 2002

VizCluster: An Interactive Visualization Approach to Cluster Analysis and Its Application on Microarray Data.
Proceedings of the Second SIAM International Conference on Data Mining, 2002

Interactive Patterns Analysis for Searching Multimedia Databases.
Proceedings of the MIS 2002, International Workshop on Multimedia Information Systems, October 10, 2002

Visualized Classification of Multiple Sample Types.
Proceedings of the 2nd ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2002), 2002

Locating Image Background By Monotonic Tree.
Proceedings of the 6th Joint Conference on Information Science, 2002

Adaptive texture image retrieval in transform domain.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Category-based search using metadatabase in image retrieval.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Reducing blurring-effect in high resolution mosaic generation.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Extracting coarse boundary features for video processing.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

A feature re-weighting approach for relevance feedback in image retrieval.
Proceedings of the 2002 International Conference on Image Processing, 2002

Global motion estimation from semi-dynamic video using motion sensors.
Proceedings of the 2002 International Conference on Image Processing, 2002

An adaptive texture image retrieval system using wavelets.
Proceedings of the Seventh International Conference on Control, 2002

Interactive Visualization and Analysis for Gene Expression Data.
Proceedings of the 35th Hawaii International Conference on System Sciences (HICSS-35 2002), 2002

<i>Webview</i>: A Distributed Geographical Image Retrieval System.
Proceedings of the 2002 Annual National Conference on Digital Government Research, 2002

Monotonic Tree.
Proceedings of the Discrete Geometry for Computer Imagery, 10th International Conference, 2002

Semantics-Based Image Retrieval by Region Saliency.
Proceedings of the Image and Video Retrieval, International Conference, 2002

An iterative strategy for pattern discovery in high-dimensional data sets.
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002

2001
Global Scheduling for Flexible Transactions in Heterogeneous Distributed Database Systems.
IEEE Trans. Knowl. Data Eng., 2001

Using Keyblock Statistics to Model Image Retrieval.
Proceedings of the Advances in Multimedia Information Processing, 2001

Middle-tier for multimedia synchronization.
Proceedings of the 9th ACM International Conference on Multimedia 2001, Ottawa, Ontario, Canada, September 30, 2001

Interactive Multimedia Presentation Management in Distributed Multimedia Systems.
Proceedings of the 2001 International Symposium on Information Technology (ITCC 2001), 2001

Using Thesaurus To Model Keyblock-Based Image Retrieva.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Stationary Background Generation In Mpeg Compressed Video Sequences.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Interrelated Two-way Clustering: An Unsupervised Approach for Gene Expression Data Analysis.
Proceedings of the 2nd IEEE International Symposium on Bioinformatics and Bioengineering, 2001

2000
WaveCluster: A Wavelet Based Clustering Approach for Spatial Data in Very Large Databases.
VLDB J., 2000

Guest Editorial: Continuous Media Databases.
Multim. Tools Appl., 2000

QoS Management in Educational Digital Library Environments.
Multim. Tools Appl., 2000

Keyblock: an approach for content-based image retrieval.
Proceedings of the 8th ACM International Conference on Multimedia 2000, Los Angeles, CA, USA, October 30, 2000

Metadata Model, Resource Discovery, and Querying on Large Scale Multidimensional Datasets: The GEREQ Project.
Proceedings of the 2000 Kyoto International Conference on Digital Libraries: Research and Practice, 2000

Supporting Multi-Example Image Queries in Image Databases.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

ClusterTree: Integration of Cluster Representation and Nearest Neighbor Search for Image Databases.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

ACQ: An Automatic Clustering and Querying Approach for Large Image Databases.
Proceedings of the 16th International Conference on Data Engineering, San Diego, California, USA, February 28, 2000

1999
Dynamic Playout Scheduling Algorithms for Continuous Multimedia Streams.
Multim. Syst., 1999

A Multi-Resolution Content-Based Retrieval Approach for Geographic Images.
GeoInformatica, 1999

GiView: A Multi-Resolution Geographical Data Retrieval System.
Proceedings of the 11th International Conference on Scientific and Statistical Database Management, 1999

NetMedia: Giving Control to Distributed Multimedia Presentation Systems.
Proceedings of the 11th International Conference on Scientific and Statistical Database Management, 1999

Efficiently Detecting Arbitrary Shaped Clusters in Image Databases.
Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence, 1999

NetMedia: Synchronized Streaming of Multimedia Presentations in Distributed Environments.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

Optimally Ensured Interactive Service in Distributed Multimedia Presentation Systems.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

1998
Data Resource Selection in Distributed Visual Information Systems.
IEEE Trans. Knowl. Data Eng., 1998

Buffer Model and Management in Distributed Multimedia Presentation Systems.
Multim. Syst., 1998

NetView: Integrating Large-Scale Distributed Visual Databases.
IEEE Multim., 1998

WaveCluster: A Multi-Resolution Clustering Approach for Very Large Spatial Databases.
Proceedings of the VLDB'98, 1998

Semantic Clustering and Querying on Heterogeneous Features for Visual Data.
Proceedings of the 6th ACM International Conference on Multimedia '98, 1998

NeuroMerge: An Approach for Merging Heterogeneous Features in Content-based Image Retrieval Systems.
Proceedings of the International Workshop on Multi-Media Database Management Systems, 1998

Global Integration of Visual Databases.
Proceedings of the Fourteenth International Conference on Data Engineering, 1998

A Multi-level Buffering and Feedback Scheme for Distributed Multimedia Presentation Systems.
Proceedings of the International Conference On Computer Communications and Networks (ICCCN 1998), 1998

1997
Supporting Content-Based Retrieval in Large Image Database Systems.
Multim. Tools Appl., 1997

Image Decomposition and Representation in Large Image Database Systems.
J. Vis. Commun. Image Represent., 1997

Scheduling Multimedia Presentations in Educational Digital Libraries.
Int. J. Digit. Libr., 1997

On Relaxing Serializability by Constraining Transaction Readsets.
Inf. Syst., 1997

WebView: A Multimedia Database Resource Integration and Search System over Web.
Proceedings of WebNet 97, 1997

Efficient Resource Selection in Distributed Visual Information Systems.
Proceedings of the Fifth ACM International Conference on Multimedia '97, 1997

A Network Manager on Ethernets for Distributed Multimedia Systems.
Proceedings of the 22nd IEEE Conference on Local Computer Networks (LCN '97), 1997

Meta-Database and Search Agent for Multimedia Database Access over Internet.
Proceedings of the International Conference on Multimedia Computing and Systems, 1997

A Framework for Supporting Quality-Based Presentation of Continuous Multimedia Streams.
Proceedings of the International Conference on Multimedia Computing and Systems, 1997

Geographical Image Classification and Retrieval.
Proceedings of the GIS '97. Proceedings of the 5th International Workshop on Advances in Geographic Information Systems, 1997

A Framework for Supporting Quality-Based Multimedia Presentation in Educational Digital Libraries.
Proceedings of the 4th International Forum on Research and Technology Advances in Digital Libraries (ADL '97), 1997

1996
Global Committability in Multidatabase Systems.
IEEE Trans. Knowl. Data Eng., 1996

A Fractal-Based Clustering Approach in Large Visual Database Systems.
Multim. Tools Appl., 1996

Implementation of Video Presentation in Database Systems.
Proceedings of the Storage and Retrieval for Still Image and Video Databases IV, 1996

Block-Oriented Image Decomposition and Retrieval in Image Database Systems.
Proceedings of the International Workshop on Multi-Media Database Management Systems, 1996

NetMedia: A Client-Server Distributed Multimedia Environment.
Proceedings of the International Workshop on Multi-Media Database Management Systems, 1996

Buffer Management in Multimedia Database Systems.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1996

Content based image display from image databases using spatio-temporal transfers and fractal analysis methods.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

1995
A View-Based Approach to Relaxing Global Serializability in a Multidatabase System (Abstract).
Proceedings of the Fourteenth Annual ACM Symposium on Principles of Distributed Computing, 1995

Texture-based Image Retrieval in Image Database Systems.
Proceedings of the 6th Int. Conf. and Workshop on Database and Expert Systems Applications, 1995

1994
Ensuring Relaxed Atomicity for Flexible Transactions in Multidatabase Systems.
Proceedings of the 1994 ACM SIGMOD International Conference on Management of Data, 1994

DL-Raid: An Environment for Supporting Digital Library Services.
Proceedings of the Digital Libraries: Current Issues, 1994

1993
A Theory of Global Concurrency Control in Multidatabase Systems
VLDB J., 1993

A modified radiosity algorithm for integrated visual and auditory rendering.
Comput. Graph., 1993

On Structural Features of Global Transactions in Multidatabase Systems.
Proceedings of the RIDE-IMS '93, 1993

On Global Transaction Scheduling Criteria in Multidatabase Systems.
Proceedings of the 2nd International Conference on Parallel and Distributed Information Systems (PDIS 1993), 1993

1991
Automatic Visual Inspection: A Morphological Approach.
Proceedings of the Information Technology for Advanced Manufacturing Systems, 1991

1989
On the Classification and Existence of Structures in Default Logic.
Proceedings of the EPIA 89, 1989


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