Siyuan Liu

According to our database1, Siyuan Liu authored at least 146 papers between 2004 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
BitExTract: Interactive Visualization for Extracting Bitcoin Exchange Intelligence.
IEEE Trans. Vis. Comput. Graph., 2019

Block Thickness Measurement of Using the Structured Light Vision.
IJPRAI, 2019

Real-Time Quality Assessment of Pediatric MRI via Semi-Supervised Deep Nonlocal Residual Neural Networks.
CoRR, 2019

Computer Vision and Metrics Learning for Hypothesis Testing: An Application of Q-Q Plot for Normality Test.
CoRR, 2019

NEURON: Query Execution Plan Meets Natural Language Processing For Augmenting DB Education.
Proceedings of the 2019 International Conference on Management of Data, 2019

Maximizing the Utility in Location-Based Mobile Advertising.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Co-evolution Dynamics Between Individual Strategy and Gaming Environment Under the Feedback Control.
Proceedings of the Computational Collective Intelligence - 11th International Conference, 2019

Compositional synthesis of almost maximally permissible safety controllers.
Proceedings of the 2019 American Control Conference, 2019

2018
Deep Context-Sensitive Facial Landmark Detection With Tree-Structured Modeling.
IEEE Trans. Image Processing, 2018

Geometric structure of quantum resources for Bell-diagonal states.
Quantum Information Processing, 2018

Student Cluster Competition 2017, team Nanyang Technological University: Reproducing vectorization of the Tersoff multi-body potential on the Intel Broadwell architecture.
Parallel Computing, 2018

On testing for spatial correspondence between maps of human brain structure and function.
NeuroImage, 2018

Heterogeneous anomaly detection in social diffusion with discriminative feature discovery.
Inf. Sci., 2018

Research on 3D measurement model by line structure light vision.
EURASIP J. Image and Video Processing, 2018

Research on image enhancement of light stripe based on template matching.
EURASIP J. Image and Video Processing, 2018

Unsupervised Image Super-Resolution using Cycle-in-Cycle Generative Adversarial Networks.
CoRR, 2018

NEURON: An Interactive Natural Language Interface for Understanding Query Execution Plans in RDBMS.
CoRR, 2018

A Two-Stage Incremental Update Method for Fall Detection with Wearable Device.
Proceedings of the 2018 IEEE SmartWorld, 2018

PBE: Driver Behavior Assessment Beyond Trajectory Profiling.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Information-based Adaptive Stimulus Selection to Optimize Communication Efficiency in Brain-Computer Interfaces.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

A Generic Inverted Index Framework for Similarity Search on the GPU.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Adaptive Vehicle Cooperative Positioning System With Uncertain GPS Visibility and Neural Network-based Improved Approach.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2018

Decision-Behavior Based Online Shopping.
Proceedings of the 15th International Conference on Control, 2018

Pumpkin Garden: A Mobile Game Platform for Monitoring Parkinson's Disease Symptoms.
Proceedings of the Human Aspects of IT for the Aged Population. Applications in Health, Assistance, and Entertainment, 2018

Unsupervised Image Super-Resolution Using Cycle-in-Cycle Generative Adversarial Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Application of High Level Synthesis in the Blade Tip Clearance Measurement System.
Proceedings of the 11th International Congress on Image and Signal Processing, 2018

Design of JESD204B Multi-Channel Data Acquisition and Playback System Based on SoPC.
Proceedings of the 11th International Congress on Image and Signal Processing, 2018

Application of Synchronous Acquisition Technology Based on JESD204B Protocol in Phased Array Radar.
Proceedings of the 11th International Congress on Image and Signal Processing, 2018

An Empirical Analysis on Expressibility of Vertex Centric Graph Processing Paradigm.
Proceedings of the IEEE International Conference on Big Data, 2018

Profiling Driver Behavior for Personalized Insurance Pricing and Maximal Profit.
Proceedings of the IEEE International Conference on Big Data, 2018

2017
Trajectory Mining.
, 2017

Trajectory Community Discovery and Recommendation by Multi-Source Diffusion Modeling.
IEEE Trans. Knowl. Data Eng., 2017

Spatio-Temporal Analysis of Passenger Travel Patterns in Massive Smart Card Data.
IEEE Trans. Intelligent Transportation Systems, 2017

Local Gaussian Processes for Efficient Fine-Grained Traffic Speed Prediction.
IEEE Trans. Big Data, 2017

Probabilistic resumable bidirectional quantum teleportation.
Quantum Information Processing, 2017

Cyclic quantum teleportation.
Quantum Information Processing, 2017

Student cluster competition: ParConnect reproducibility task report.
Parallel Computing, 2017

Local Gaussian Processes for Efficient Fine-Grained Traffic Speed Prediction.
CoRR, 2017

Modeling uncertainty driven curiosity for social recommendation.
Proceedings of the International Conference on Web Intelligence, 2017

An iterative learning controller for a cable-driven hand rehabilitation robot.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

Study on the adaptive scale of agricultural development and utilization in Mu Us Sandy Land based on NSGA-II.
Proceedings of the 13th International Conference on Natural Computation, 2017

Novel Functional Technologies for Age-Friendly E-commerce.
Proceedings of the Human Aspects of IT for the Aged Population. Applications, Services and Contexts, 2017

Grasper integrated tri-axial force sensor system for robotic minimally invasive surgery.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Global Motion Pattern Based Event Recognition in Multi-person Videos.
Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

A data-driven congestion diffusion model for characterizing traffic in metrocity scales.
Proceedings of the 2017 IEEE International Conference on Big Data, BigData 2017, 2017

Two Forms of Explanations in Computational Assumption-based Argumentation.
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

A Web Application to Manage and Improve Software Development Projects by SEMAT Essence.
Proceedings of the 5th International Workshop on Quantitative Approaches to Software Quality co-located with 24th Asia-Pacific Software Engineering Conference (APSEC 2017), 2017

2016
Corrections to "Cross-Modal Correlation Learning by Adaptive Hierarchical Semantic Aggregation".
IEEE Trans. Multimedia, 2016

Cross-Modal Correlation Learning by Adaptive Hierarchical Semantic Aggregation.
IEEE Trans. Multimedia, 2016

Efficient Online Summarization of Large-Scale Dynamic Networks.
IEEE Trans. Knowl. Data Eng., 2016

Fully-tuned fuzzy neural network based robust adaptive tracking control of unmanned underwater vehicle with thruster dynamics.
Neurocomputing, 2016

A Social Curiosity Inspired Recommendation Model to Improve Precision, Coverage and Diversity.
Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

Passive millimeter-wave scene imaging simulation based on fast ray-tracing.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Study of Usability Evaluation on Display Interface for Intelligent Electric Cooker.
Proceedings of the Design, User Experience, and Usability: Technological Contexts, 2016

Research on the Type of Automobile Controlling Device and Its Ergonomic Design Parameters.
Proceedings of the HCI International 2016 - Posters' Extended Abstracts, 2016

Identifying and Rewarding Subcrowds in Crowdsourcing.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

A Reinforcement Learning Framework for Trajectory Prediction Under Uncertainty and Budget Constraint.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Explained Activity Recognition with Computational Assumption-Based Argumentation.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Urban human mobility data mining: An overview.
Proceedings of the 2016 IEEE International Conference on Big Data, 2016

Object identification with Pay-As-You-Go crowdsourcing.
Proceedings of the 2016 IEEE International Conference on Big Data, 2016

A Kinect-based Interactive Game to Improve the Cognitive Inhibition of the Elderly: (Demonstration).
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

Reinforcement Learning Framework for Modeling Spatial Sequential Decisions under Uncertainty: (Extended Abstract).
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

Productive Aging through Intelligent Personalized Crowdsourcing.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Non-Myopic Adaptive Route Planning in Uncertain Congestion Environments.
IEEE Trans. Knowl. Data Eng., 2015

Structured Learning from Heterogeneous Behavior for Social Identity Linkage.
IEEE Trans. Knowl. Data Eng., 2015

Rationality Analytics from Trajectories.
TKDD, 2015

SMC: A Practical Schema for Privacy-Preserved Data Sharing over Distributed Data Streams.
IEEE Trans. Big Data, 2015

Shaft Diameter Measurement Using Structured Light Vision.
Sensors, 2015

ALID: Scalable Dominant Cluster Detection.
PVLDB, 2015

Low Complexity Cyclic Feature Recovery Based on Compressed Sampling.
IJDSN, 2015

Understanding taxi drivers' routing choices from spatial and social traces.
Frontiers Comput. Sci., 2015

An Incentive Mechanism to Elicit Truthful Opinions for Crowdsourced Multiple Choice Consensus Tasks.
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

Design of Fuzzy-Neural-Network-Inherited Backstepping Control for Unmanned Underwater Vehicle.
Proceedings of the Advances in Neural Networks - ISNN 2015, 2015

Learning from the Offline Trace: A Case Study of the Taxi Industry.
Proceedings of the International Conference on Information Systems, 2015

Digitizing Offline Shopping Behavior Towards Mobile Marketing.
Proceedings of the International Conference on Information Systems, 2015

Compressive signal reconstruction with noise pre-filtering in compressed domain.
Proceedings of the IEEE International Conference on Communication, 2015

Modelling cascades over time in microblogs.
Proceedings of the 2015 IEEE International Conference on Big Data, 2015

Predicting Bundles of Spatial Locations from Learning Revealed Preference Data.
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

A Reputation Revision Mechanism to Mitigate the Negative Effects of Misreported Ratings.
Proceedings of the 17th International Conference on Electronic Commerce 2015, 2015

2014
Fraud Detection From Taxis' Driving Behaviors.
IEEE Trans. Vehicular Technology, 2014

How to Conduct Distributed IncompletePattern Matching.
IEEE Trans. Parallel Distrib. Syst., 2014

Anomaly Detection from Incomplete Data.
TKDD, 2014

Denoising the speaking brain: Toward a robust technique for correcting artifact-contaminated fMRI data under severe motion.
NeuroImage, 2014

Embodied Comprehension of Stories: Interactions between Language Regions and Modality-specific Neural Systems.
J. Cognitive Neuroscience, 2014

MViewer: mobile phone spatiotemporal data viewer.
Frontiers Comput. Sci., 2014

Cyclostationarity-based joint domain approach to blind recognition of SCLD and OFDM signals.
EURASIP J. Adv. Sig. Proc., 2014

ALID: Scalable Dominant Cluster Detection.
CoRR, 2014

An Integrated Clustering-Based Approach to Filtering Unfair Multi-Nominal Testimonies.
Computational Intelligence, 2014

Online Community Transition Detection.
Proceedings of the Web-Age Information Management - 15th International Conference, 2014

Integrating non-spatial preferences into spatial location queries.
Proceedings of the Conference on Scientific and Statistical Database Management, 2014

HYDRA: large-scale social identity linkage via heterogeneous behavior modeling.
Proceedings of the International Conference on Management of Data, 2014

Interestingness-Driven Diffusion Process Summarization in Dynamic Networks.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Visual Analysis of Uncertainty in Trajectories.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Persistent Community Detection in Dynamic Social Networks.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Effective Mobile Context Pattern Discovery via Adapted Hierarchical Dirichlet Processes.
Proceedings of the IEEE 15th International Conference on Mobile Data Management, 2014

Efficient Top-k Spatial Locality Search for Co-located Spatial Web Objects.
Proceedings of the IEEE 15th International Conference on Mobile Data Management, 2014

ShopProfiler: Profiling shops with crowdsourcing data.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

TINA: Cross-Modal Correlation Learning by Adaptive Hierarchical Semantic Aggregation.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

A fuzzy logic based Parkinson's Disease risk predictor.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Modulation Classification of Linear Digital Signals Based on Compressive Sensing Using High-Order Moments.
Proceedings of the 2014 European Modelling Symposium, Pisa, Italy, October 21-23, 2014, 2014

A quantitative analysis of decision process in social groups using human trajectories.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

An agent-based game for the predictive diagnosis of parkinson's disease.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

User characterization from geographic topic analysis in online social media.
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

Robust Bayesian Inverse Reinforcement Learning with Sparse Behavior Noise.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

RepRev: Mitigating the Negative Effects of Misreported Ratings.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Detecting Crowdedness Spot in City Transportation.
IEEE Trans. Vehicular Technology, 2013

VAIT: A Visual Analytics System for Metropolitan Transportation.
IEEE Trans. Intelligent Transportation Systems, 2013

Securing Online Reputation Systems Through Trust Modeling and Temporal Analysis.
IEEE Trans. Information Forensics and Security, 2013

Effective routine behavior pattern discovery from sparse mobile phone data via collaborative filtering.
Proceedings of the 2013 IEEE International Conference on Pervasive Computing and Communications, 2013

Modeling Social Information Learning among Taxi Drivers.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

T-Watcher: A New Visual Analytic System for Effective Traffic Surveillance.
Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013

Understanding Sequential Decisions via Inverse Reinforcement Learning.
Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013

HUNTS: A Trajectory Recommendation System for Effective and Efficient Hunting of Taxi Passengers.
Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013

Adaptive collective routing using gaussian process dynamic congestion models.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Hibernating Process: Modelling Mobile Calls at Multiple Scales.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

A breadth-first and disjoint multi-path routing algorithm in wireless mesh networks.
Proceedings of the 15th IEEE International Conference on Communication Technology, 2013

TODMIS: mining communities from trajectories.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

A fuzzy logic based reputation model against unfair ratings.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

2012
Calibrating Large Scale Vehicle Trajectory Data.
Proceedings of the 13th IEEE International Conference on Mobile Data Management, 2012

Visualization of Taxi Drivers' Income and Mobility Intelligence.
Proceedings of the Advances in Visual Computing - 8th International Symposium, 2012

Distributed Incomplete Pattern Matching via a Novel Weighted Bloom Filter.
Proceedings of the 2012 IEEE 32nd International Conference on Distributed Computing Systems, 2012

GeRA: Generic rate adaptation for vehicular networks.
Proceedings of IEEE International Conference on Communications, 2012

Visual Fingerprinting: A New Visual Mining Approach for Large-Scale Spatio-temporal Evolving Data.
Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012

A Dempster-Shafer theory based witness trustworthiness model.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

A Dempster-Shafer theory based witness trustworthiness model to cope with unfair ratings in e-marketplace.
Proceedings of the Fourteenth International Conference on Electronic Commerce, 2012

2011
Visual analysis of people's mobility pattern from mobile phone data.
Proceedings of the 2011 Visual Information Communication - International Symposium, 2011

Visual analysis of route diversity.
Proceedings of the 2011 IEEE Conference on Visual Analytics Science and Technology, 2011

CIM: categorical influence maximization.
Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication, 2011

Mobile Phone Graph Evolution: Findings, Model and Interpretation.
Proceedings of the Data Mining Workshops (ICDMW), 2011

A visual analytics system for metropolitan transportation.
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

iCLUB: an integrated clustering-based approach to improve the robustness of reputation systems.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

2010
A 3D Geosciences Modeling System for Large-Scale Water-Diversion Projects.
Computing in Science and Engineering, 2010

Towards a New Understanding of Advice Interference.
Proceedings of the Fourth International Conference on Secure Software Integration and Reliability Improvement, 2010

Towards mobility-based clustering.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

COCKTAIL: An RF-Based Hybrid Approach for Indoor Localization.
Proceedings of IEEE International Conference on Communications, 2010

A clustering approach to filtering unfair testimonies for reputation systems.
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010

2008
Distributed Constraints Maintenance in Collaborative UML Modeling Environments.
Proceedings of the 23rd IEEE/ACM International Conference on Automated Software Engineering (ASE 2008), 2008

UDB: Using Directional Beacons for Localization in Underwater Sensor Networks.
Proceedings of the 14th International Conference on Parallel and Distributed Systems, 2008

GMIP: A Novel Optical Interconnect Gridded Memory Service Protocol.
Proceedings of the 14th International Conference on Parallel and Distributed Systems, 2008

Research on the hybrid Fault Diagnosis Approach Based on Artificial Immune Algorithm.
Proceedings of the Fourth International Conference on Natural Computation, 2008

Grid Memory Service Architecture for High Performance Computing.
Proceedings of the Seventh International Conference on Grid and Cooperative Computing, 2008

Fault Diagnosis of Hydraulic Pump Based on Rough Set and PCA Algorithm.
Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

2007
An Efficient Modeling and Simulation System on the Kidney Matching, Distribution and Exchange Problems.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

Mathematical Models and Optimization Discussion on EA System on AIDS/HIV Spread Estimating and Countermeasures Evaluating.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

2006
Real-Time Collaborative Software Modeling Using UML with Rational Software Architect.
Proceedings of the 2nd International ICST Conference on Collaborative Computing: Networking, 2006

2004
A Block Oriented Fingerprinting Scheme in Relational Database.
Proceedings of the Information Security and Cryptology, 2004


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