Jia Zeng

Proceedings of the 24th IEEE International Conference on Computer Supported Cooperative Work in Design, 2021

Learning to Pack: A Data-Driven Tree Search Algorithm for Large-Scale 3D Bin Packing Problem.

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[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Block Access Pattern Discovery via Compressed Full Tensor Transformer.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Grassland: A Rapid Algebraic Modeling System for Million-variable Optimization.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

PlanningVis: A Visual Analytics Approach to Production Planning in Smart Factories.

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[DOI]

IEEE Trans. Vis. Comput. Graph., 2020

Voluntary and FES-Induced Finger Movement Estimation Using Muscle Deformation Features.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2020

Rate of change in investigational treatment options: An analysis of reports from a large precision oncology decision support effort.

[BibT_eX]

[DOI]

Int. J. Medical Informatics, 2020

Bilevel Learning Model Towards Industrial Scheduling.

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[DOI]

CoRR, 2020

Upper-limb functional assessment after stroke using mirror contraction: A pilot study.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2020

Feature Fusion of sEMG and Ultrasound Signals in Hand Gesture Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

An Incremental Learning Network Model Based on Random Sample Distribution Fitting.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2020

Performance Boost Scheme with Activated Dummy Fin in 12-nm FinFET Technology for High-Performance Logic Application.

[BibT_eX]

[DOI]

Proceedings of the 21st International Symposium on Quality Electronic Design, 2020

DFSeer: A Visual Analytics Approach to Facilitate Model Selection for Demand Forecasting.

[BibT_eX]

[DOI]

Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

User Preference Analysis for Most Frequent Peer/Dominator.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Rapamycin-mTOR+BRAF=? Using relational similarity to find therapeutically relevant drug-gene relationships in unstructured text.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2019

Transfer Learning-Based Outdoor Position Recovery with Telco Data.

[BibT_eX]

[DOI]

CoRR, 2019

Consensus Control of Multiple AUVs Recovery System Under Switching Topologies and Time Delays.

[BibT_eX]

[DOI]

IEEE Access, 2019

Electrotactile Stimulation Waveform Modulation Based on A Customized Portable Stimulator: A Pilot Study.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

A Data-Driven Approach for Multi-level Packing Problems in Manufacturing Industry.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

FES Proportional Tuning Based on sEMG.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Robotics and Applications - 12th International Conference, 2019

Indoor Visible Light Sensing with Sight Blockage.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CIC International Conference on Communications in China, 2019

PRNet: Outdoor Position Recovery for Heterogenous Telco Data by Deep Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Experimental Study of Multivariate Time Series Forecasting Models.

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[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

TaxiRec: Recommending Road Clusters to Taxi Drivers Using Ranking-Based Extreme Learning Machines.

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[DOI]

IEEE Trans. Knowl. Data Eng., 2018

R-Sharing: Rendezvous for Personalized Taxi Sharing.

[BibT_eX]

[DOI]

IEEE Access, 2018

Context Aware Telco Churn Prediction Powered By Temporal Feature Engineering.

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[DOI]

Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

Frequent Pattern-Based Map-Matching on Low Sampling Rate Trajectories.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Mobile Data Management, 2018

A Data-Driven Three-Layer Algorithm for Split Delivery Vehicle Routing Problem with 3D Container Loading Constraint.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

A Multi-channel EMG-Driven FES Solution for Stroke Rehabilitation.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Robotics and Applications - 11th International Conference, 2018

Qualitative Instead of Quantitative: Towards Practical Data Analysis Under Differential Privacy.

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[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

A Two-Layer Algorithmic Framework for Service Provider Configuration and Planning with Optimal Spatial Matching.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

BSLoc: Base Station ID-Based Telco Outdoor Localization.

[BibT_eX]

[DOI]

Proceedings of the Algorithms for Sensor Systems, 2018

2017

Towards big topic modeling.

[BibT_eX]

[DOI]

Inf. Sci., 2017

Personalized user engagement modeling for mobile videos.

[BibT_eX]

[DOI]

Comput. Networks, 2017

Mining Business Opportunities from Location-based Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Topic Model-Based Road Network Inference from Massive Trajectories.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Mobile Data Management, 2017

Confidence Model-Based Data Repair for Telco Localization.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Mobile Data Management, 2017

Experimental Study of Telco Localization Methods.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Mobile Data Management, 2017

Demo abstract: Telco localization techniques.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017

An ARIMA Based Real-time Monitoring and Warning Algorithm for the Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Parallel and Distributed Systems, 2017

Traffic Prediction Based Power Saving in Cellular Networks: A Machine Learning Method.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

Minimize Residual Energy of the 3-D Underwater Sensor Networks with Non-uniform Node Distribution to Prolong the Network Lifetime.

[BibT_eX]

[DOI]

Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2017

Correction of Telecom Localization Errors by Context Knowledge.

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[DOI]

Proceedings of the Web and Big Data, 2017

Searching k-Nearest Neighbor Trajectories on Road Networks.

[BibT_eX]

[DOI]

Proceedings of the Databases Theory and Applications, 2017

2016

Fast Online EM for Big Topic Modeling.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Telco User Activity Level Prediction with Massive Mobile Broadband Data.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2016

Automated identification of molecular effects of drugs (AIMED).

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2016

Extracting genetic alteration information for personalized cancer therapy from ClinicalTrials.gov.

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2016

Sensitivity analysis for SoC performance benchmark against interconnect parasitic resistance and capacitance beyond 10-nm FinFET technology.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International System-on-Chip Conference, 2016

Apps on the move: A fine-grained analysis of usage behavior of mobile apps.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

T2CBS: Mining taxi trajectories for customized bus systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

City-Scale Localization with Telco Big Data.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

LDA Revisited: Entropy, Prior and Convergence.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

TelcoFlow: Visual exploration of collective behaviors based on telco data.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

Type-2 Fuzzy Graphical Models for Pattern Recognition

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[DOI]

Studies in Computational Intelligence 591, Springer, ISBN: 978-3-662-44690-4, 2015

Peacock: Learning Long-Tail Topic Features for Industrial Applications.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2015

Communication-efficient algorithms for parallel latent Dirichlet allocation.

[BibT_eX]

[DOI]

Soft Comput., 2015

Topic modeling in multimedia: algorithms and applications.

[BibT_eX]

[DOI]

Soft Comput., 2015

Differential Privacy in Telco Big Data Platform.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

Using Ontology Fingerprints to disambiguate gene name entities in the biomedical literature.

[BibT_eX]

[DOI]

Database J. Biol. Databases Curation, 2015

Scalable Parallel EM Algorithms for Latent Dirichlet Allocation in Multi-Core Systems.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on World Wide Web, 2015

Telco Churn Prediction with Big Data.

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

A Comparative Study on Parallel LDA Algorithms in MapReduce Framework.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Sampling Big Trajectory Data.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

OceanST: A Distributed Analytic System for Large-Scale Spatiotemporal Mobile Broadband Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2014

Evaluating predictive performance of network biomarkers with network structures.

[BibT_eX]

[DOI]

J. Bioinform. Comput. Biol., 2014

Towards Topic Modeling for Big Data.

[BibT_eX]

[DOI]

CoRR, 2014

Finding Better Topics: Features, Priors and Constraints.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Using Ontology Fingerprints to Disambiguate Gene Name Entities in the Biomedical Literature.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Biomedical Ontology, 2014

Exploring the Use of SemRep Predications to Help Identify Secondary Drug Targets for Personalized Cancer Therapy.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2014, 2014

2013

Efficient Semisupervised MEDLINE Document Clustering With MeSH-Semantic and Global-Content Constraints.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2013

Learning Topic Models by Belief Propagation.

[BibT_eX]

[DOI]

Christopher J. Logothetis

William K. Cheung

Jiming Liu

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Online belief propagation algorithm for probabilistic latent semantic analysis.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2013

Towards Big Topic Modeling.

[BibT_eX]

[DOI]

CoRR, 2013

MCF: A tool to find multi-scale community profiles in biological networks.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2013

Modified Logistic Regression Models Using Gene Coexpression and Clinical Features to Predict Prostate Cancer Progression.

[BibT_eX]

[DOI]

Hongya Zhao

Ivan P. Gorlov

Jianguo Dai

Comput. Math. Methods Medicine, 2013

Inferring evolution of gene duplicates using probabilistic models and nonparametric belief propagation.

[BibT_eX]

[DOI]

Sridhar Hannenhalli

BMC Genom., 2013

Multiplex Topic Models.

[BibT_eX]

[DOI]

Juan Yang

William K. Cheung

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Using evolutionary couplings to optimize dimer prediction with Rosetta SymDock.

[BibT_eX]

[DOI]

Yiqing Huang

Qiang Lu

Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

A New March Test for Process-Variation Induced Delay Faults in SRAMs.

[BibT_eX]

[DOI]

Proceedings of the 22nd Asian Test Symposium, 2013

2012

Faithful teleportation via multi-particle quantum states in a network with many agents.

[BibT_eX]

[DOI]

Quantum Inf. Process., 2012

A topic modeling toolbox using belief propagation.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2012

Online Belief Propagation for Topic Modeling

[BibT_eX]

[DOI]

CoRR, 2012

Communication-Efficient Parallel Belief Propagation for Latent Dirichlet Allocation

[BibT_eX]

[DOI]

CoRR, 2012

Memory-Efficient Topic Modeling

[BibT_eX]

[DOI]

CoRR, 2012

A New Approach to Speeding Up Topic Modeling

[BibT_eX]

[DOI]

CoRR, 2012

TMBP: A Topic Modeling Toolbox Using Belief Propagation

[BibT_eX]

[DOI]

CoRR, 2012

Robust integrated framework for effective feature selection and sample classification and its application to gene expression data analysis.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2012

Signal integrity evaluation for fetal magnetocardiography.

[BibT_eX]

[DOI]

Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

Residual Belief Propagation for Topic Modeling.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012

2011

Higher-Order Markov Tag-Topic Models for Tagged Documents and Images

[BibT_eX]

[DOI]

CoRR, 2011

2010

SCS: Signal, Context, and Structure Features for Genome-Wide Human Promoter Recognition.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2010

Cascade Markov random fields for stroke extraction of Chinese characters.

[BibT_eX]

[DOI]

Inf. Sci., 2010

Multiconstrained gene clustering based on generalized projections.

[BibT_eX]

[DOI]

BMC Bioinform., 2010

Coauthor Network Topic Models with Application to Expert Finding.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

Human Body Parts Tracking Using Sequential Markov Random Fields.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009

Integrating Swarm Intelligent Algorithms for Translation Initiation Sites Prediction.

[BibT_eX]

[DOI]

Proceedings of the Innovations in Swarm Intelligence, 2009

Audio-visual human recognition using semi-supervised spectral learning and hidden Markov models.

[BibT_eX]

[DOI]

J. Vis. Lang. Comput., 2009

Field independent probabilistic model for clustering multi-field documents.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2009

Representative transcript sets for evaluating a translational initiation sites predictor.

[BibT_eX]

[DOI]

Douglas J. Demetrick

BMC Bioinform., 2009

Enhancing MEDLINE document clustering by incorporating MeSH semantic similarity.

[BibT_eX]

[DOI]

Shanfeng Zhu

Hiroshi Mamitsuka

Bioinform., 2009

Adaptive multi-agent architecture for functional sequence motifs recognition.

[BibT_eX]

[DOI]

Douglas J. Demetrick

Bioinform., 2009

Towards accurate human promoter recognition: a review of currently used sequence features and classification methods.

[BibT_eX]

[DOI]

Shanfeng Zhu

Hong Yan

Briefings Bioinform., 2009

Multirelational Topic Models.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2009, 2009

2008

Type-2 Fuzzy Markov Random Fields and Their Application to Handwritten Chinese Character Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2008

Type-2 fuzzy Gaussian mixture models.

[BibT_eX]

[DOI]

Pattern Recognit., 2008

Markov Random Field-Based Statistical Character Structure Modeling for Handwritten Chinese Character Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2008

Static elaboration of recursion for concurrent software.

[BibT_eX]

[DOI]

Proceedings of the 2008 ACM SIGPLAN Symposium on Partial Evaluation and Semantics-based Program Manipulation, 2008

Subword Lexical Chaining for Automatic Story Segmentation in Chinese Broadcast News.

[BibT_eX]

[DOI]

Yulian Yang

Proceedings of the Advances in Multimedia Information Processing, 2008

Predicting translation initiation sites using a multi-agent architecture empowered with reinforcement learning.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2008

Effectiveness of Applying Codon Usage Bias for Translational Initiation Sites Prediction.

[BibT_eX]

[DOI]

Douglas J. Demetrick

Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008

Multi-Scale TextTiling for Automatic Story Segmentation in Chinese Broadcast News.

[BibT_eX]

[DOI]

Wei Feng

Proceedings of the Information Retrieval Technology, 2008

2007

Code Generation in the Columbia Esterel Compiler.

[BibT_eX]

[DOI]

EURASIP J. Embed. Syst., 2007

Modeling Uncertain Speech Sequences Using Type-2 Fuzzy Hidden Markov Models.

[BibT_eX]

[DOI]

Hong Yan

Proceedings of the Advances in Multimedia Information Processing, 2007

Type-2 Fuzzy Sets for Pattern Classification: A Review.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2007

Multi-agent System for Translation Initiation Site Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007

Effectiveness of Multi-Perspective Representation Scheme on Support Vector Machines.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007

Game Theoretic Distributed Energy Control in Sensor Networks.

[BibT_eX]

[DOI]

Chundi Mu

Min Jiang

Proceedings of the Seventh International Conference on Computer and Information Technology (CIT 2007), 2007

2006

Type-2 fuzzy hidden Markov models and their application to speech recognition.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2006

A "stereo" document representation for textual information retrieval.

[BibT_eX]

[DOI]

Liang Chen

Naoyuki Tokuda

J. Assoc. Inf. Sci. Technol., 2006

A Domain-Specific Language for Generating Dataflow Analyzers.

[BibT_eX]

[DOI]

Chuck Mitchell

Proceedings of the Sixth Workshop on Language Descriptions, Tools, and Applications, 2006

Classification by Multi-Perspective Representation Method.

[BibT_eX]

Proceedings of the Eighteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2006), 2006

Type-2 Fuzzy Markov Random Fields to Handwritten Character Recognition.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Stroke Segmentation of Chinese Characters Using Markov Random Fields.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Type-2 Fuzzy Sets for Handling Uncertainty in Pattern Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2005

Separate Compilation for Synchronous Modules.

[BibT_eX]

[DOI]

Proceedings of the Embedded Software and Systems, Second International Conference, 2005

Markov Random Fields for Handwritten Chinese Character Recognition.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

2004

Generating fast code from concurrent program dependence graphs.

[BibT_eX]

[DOI]

Cristian Soviani

Proceedings of the 2004 ACM SIGPLAN/SIGBED Conference on Languages, 2004

Type-2 Fuzzy Hidden Markov Models to Phoneme Recognition.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Interval type-2 fuzzy hidden Markov models.

[BibT_eX]

[DOI]