Ke Deng

Orcid: 0000-0002-1008-2498

According to our database1, Ke Deng authored at least 173 papers between 2001 and 2024.

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Bibliography

2024
The synchronization, stability and stochastic resonance of stochastic global coupled system.
Commun. Nonlinear Sci. Numer. Simul., February, 2024

Efficient Surgical Tool Recognition via HMM-Stabilized Deep Learning.
CoRR, 2024

Construction of unbiased dental template and parametric dental model for precision digital dentistry.
Biomed. Signal Process. Control., 2024

Reinforcement Learning for Tackling Energy-Saving and Energy-Balance Dilemma of Cluster-Based Routing Protocols in WSNs.
IEEE Access, 2024

A Novel Channel-Constrained Model for 6G Vehicular Networks with Traffic Spikes.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

CRUISE on Quantum Computing for Feature Selection in Recommender Systems.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

Harnessing Network Effect for Fake News Mitigation: Selecting Debunkers via Self-Imitation Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
ExamGAN and Twin-ExamGAN for Exam Script Generation.
IEEE Trans. Knowl. Data Eng., November, 2023

Open-World Learning for Traffic Scenarios Categorisation.
IEEE Trans. Intell. Veh., May, 2023

Design and research of power system Beidou timing and positioning module based on K-means clustering and gross error processing.
IET Cyper-Phys. Syst.: Theory & Appl., March, 2023

Explainable History Distillation by Marked Temporal Point Process.
CoRR, 2023

Intensity-free Integral-based Learning of Marked Temporal Point Processes.
CoRR, 2023

TSNet-SAC: Leveraging Transformers for Efficient Task Scheduling.
CoRR, 2023

Construction of unbiased dental template and parametric dental model for precision digital dentistry.
CoRR, 2023

HC-Net: Hybrid Classification Network for Automatic Periodontal Disease Diagnosis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

SceneDiffusion: Conditioned Latent Diffusion Models for Traffic Scene Prediction.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

An Optimal Online Semi-connected PLA Algorithm with Maximum Error Bound (Extended Abstract).
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

TopWORDS-Poetry: Simultaneous Text Segmentation and Word Discovery for Classical Chinese Poetry via Bayesian Inference.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022
Simultaneous Topology and Loss Tomography via a Modified Theme Dictionary Model.
IEEE Trans. Signal Process., 2022

The <i>Footprint</i> of Factorization Models and Their Applications in Collaborative Filtering.
ACM Trans. Inf. Syst., 2022

An Optimal Online Semi-Connected PLA Algorithm With Maximum Error Bound.
IEEE Trans. Knowl. Data Eng., 2022

Two-Stage Nested Array Direction of Arrival Estimation for Mixed Signals.
Sensors, 2022

METoNR: A meta explanation triplet oriented news recommendation model.
Knowl. Based Syst., 2022

Toward Enhancing Room Layout Estimation by Feature Pyramid Networks.
Data Sci. Eng., 2022

FairGAN: GANs-based Fairness-aware Learning for Recommendations with Implicit Feedback.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Identifying Cost-effective Debunkers for Multi-stage Fake News Mitigation Campaigns.
Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

ExAgt: Expert-guided Augmentation for Representation Learning of Traffic Scenarios.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

TopWORDS-Seg: Simultaneous Text Segmentation and Word Discovery for Open-Domain Chinese Texts via Bayesian Inference.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
Bayesian Text Classification and Summarization via A Class-Specified Topic Model.
J. Mach. Learn. Res., 2021

MANDERA: Malicious Node Detection in Federated Learning via Ranking.
CoRR, 2021

MiRACLe: an individual-specific approach to improve microRNA-target prediction based on a random contact model.
Briefings Bioinform., 2021

An Efficient Method for Indoor Layout Estimation with FPN.
Proceedings of the Web Information Systems Engineering - WISE 2021, 2021

Traffic Scenario Clustering by Iterative Optimisation of Self-Supervised Networks Using a Random Forest Activation Pattern Similarity.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

Open-Set Recognition based on the Combination of Deep Learning and Ensemble Method for Detecting Unknown Traffic Scenarios.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

CSSR: A Context-Aware Sequential Software Service Recommendation Model.
Proceedings of the Service-Oriented Computing - 19th International Conference, 2021

Reconnaissance and Information Extraction Experiment on the Multiple 5G Base Station Signals Overlapped in Time-Frequency-Domain.
Proceedings of the 21st International Conference on Communication Technology, 2021

Research on Integrated Scheduling Algorithm of Inbound and Depart Flights in Airport Based on Integrated Operation.
Proceedings of the CONF-CDS 2021: The 2nd International Conference on Computing and Data Science, 2021

SNPR: A Serendipity-Oriented Next POI Recommendation Model.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Efficient targeted influence minimization in big social networks.
World Wide Web, 2020

Inferring Spatial Organization of Individual Topologically Associated Domains via Piecewise Helical Model.
IEEE ACM Trans. Comput. Biol. Bioinform., 2020

Construction of science and technology achievement transfer and transformation platform based on deep learning and data mining technology.
J. Intell. Fuzzy Syst., 2020

Community-diversified influence maximization in social networks.
Inf. Syst., 2020

Multi-level Training and Bayesian Optimization for Economical Hyperparameter Optimization.
CoRR, 2020

Intelligent pseudo-location recommendation for protecting personal location privacy.
Concurr. Comput. Pract. Exp., 2020

Cognitive Traffic Anomaly Prediction from GPS Trajectories Using Visible Outlier Indexes and Meshed Spatiotemporal Neighborhoods.
Cogn. Comput., 2020

Attention-Based Knowledge Tracing with Heterogeneous Information Network Embedding.
Proceedings of the Knowledge Science, Engineering and Management, 2020

A Knowledge Graph Based Approach for Mobile Application Recommendation.
Proceedings of the Service-Oriented Computing - 18th International Conference, 2020

2019
Evidence-driven dubious decision making in online shopping.
World Wide Web, 2019

User Preference Analysis for Most Frequent Peer/Dominator.
IEEE Trans. Knowl. Data Eng., 2019

Understanding traditional Chinese medicine via statistical learning of expert-specific Electronic Medical Records.
Quant. Biol., 2019

An Improved Historical Embedding without Alignment.
CoRR, 2019

NGEMM: Optimizing GEMM for Deep Learning via Compiler-based Techniques.
CoRR, 2019

Analysis and Applications of Location-Aware Big Complex Network Data.
Complex., 2019

Root Cause Analysis of Traffic Anomalies Using Uneven Diffusion Model.
IEEE Access, 2019

Performance Analysis of Uplink Sparse Code Multiple Access in Rician Fading.
Proceedings of the Ninth International Workshop on Signal Design and its Applications in Communications, 2019

Optimal Scheduling of Electric Vehicle Charging with Energy Storage Facility in Smart Grid.
Proceedings of the IECON 2019, 2019

Discriminatively Relabel for Partial Multi-label Learning.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Cohen's class time-frequency representation in linear canonical domains: definition and properties.
Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019

2018
Fractal.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Generalized Approximate Message Passing Aided Frequency Domain Turbo Equalizer for Single-Carrier Spatial Modulation.
IEEE Trans. Veh. Technol., 2018

Data-Driven Charging Strategy of PEVs Under Transformer Aging Risk.
IEEE Trans. Control. Syst. Technol., 2018

Hidden community identification in location-based social network via probabilistic venue sequences.
Inf. Sci., 2018

Estimating instantaneous frequency based on phase derivative and linear canonical transform with optimised computational speed.
IET Signal Process., 2018

Improved expert selection model for forex trading.
Frontiers Comput. Sci., 2018

Crime event prediction with dynamic features.
EPJ Data Sci., 2018

DIMM-SC: a Dirichlet mixture model for clustering droplet-based single cell transcriptomic data.
Bioinform., 2018

DEsingle for detecting three types of differential expression in single-cell RNA-seq data.
Bioinform., 2018

Targeted Influence Minimization in Social Networks.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Clustering of Multiple Density Peaks.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Integrating Demand Response and Renewable Energy In Wholesale Market.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Theft prediction with individual risk factor of visitors.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

On Bayesian Inference for Continuous-Time Autoregressive Models without Likelihood.
Proceedings of the 21st International Conference on Information Fusion, 2018

2017
Detecting and Analyzing Urban Regions with High Impact of Weather Change on Transport.
IEEE Trans. Big Data, 2017

Clue-based Spatio-textual Query.
Proc. VLDB Endow., 2017

Multichannel sampling expansions in the linear canonical transform domain associated with explicit system functions and finite samples.
IET Signal Process., 2017

Embedding differential privacy in decision tree algorithm with different depths.
Sci. China Inf. Sci., 2017

Direction-of-arrival estimation for coherently distributed sources via symmetric uniform linear array.
Proceedings of the 9th International Conference on Wireless Communications and Signal Processing, 2017

The optimal EV charging/discharging strategy in smart grid from a perspective of sharing-economy.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

Most Influential Community Search over Large Social Networks.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

2016
PINOCCHIO: Probabilistic Influence-Based Location Selection over Moving Objects.
IEEE Trans. Knowl. Data Eng., 2016

Access Time Oracle for Planar Graphs.
IEEE Trans. Knowl. Data Eng., 2016

The Optimal Distribution of Electric-Vehicle Chargers across a City.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Concept Modeling the Advertising Chinese Modern Society.
Proceedings of the 11th Annual International Conference of the Alliance of Digital Humanities Organizations, 2016

City-Scale Localization with Telco Big Data.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
Best Keyword Cover Search.
IEEE Trans. Knowl. Data Eng., 2015

Telco Churn Prediction with Big Data.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Dissecting Regional Weather-Traffic Sensitivity Throughout a City.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Sampling Big Trajectory Data.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014
Maximum error-bounded Piecewise Linear Representation for online stream approximation.
VLDB J., 2014

Exemplar-Based Human Action Pose Correction.
IEEE Trans. Cybern., 2014

OceanST: A Distributed Analytic System for Large-Scale Spatiotemporal Mobile Broadband Data.
Proc. VLDB Endow., 2014

Multi-resolution community detection based on generalized self-loop rescaling strategy.
CoRR, 2014

Existence and uniqueness of solutions of initial value problems for nonlinear langevin equation involving two fractional orders.
Commun. Nonlinear Sci. Numer. Simul., 2014

A simple amplify-and-forward opportunistic relaying based on outdated channel state information.
Sci. China Inf. Sci., 2014

Two novel iterative algorithms for interference alignment with symbol extensions in the MIMO interference channel.
Sci. China Inf. Sci., 2014

2013
Understanding spatial organizations of chromosomes via statistical analysis of Hi-C data.
Quant. Biol., 2013

Bayesian Inference of Spatial Organizations of Chromosomes.
PLoS Comput. Biol., 2013

A fuzzy control framework for wireless sensor networks.
Int. J. Sens. Networks, 2013

Linear precoder designs for interference alignment in constant MIMO interference channels.
Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013

2012
On Delay Tomography: Fast Algorithms and Spatially Dependent Models.
IEEE Trans. Signal Process., 2012

Finding Alternative Shortest Paths in Spatial Networks.
ACM Trans. Database Syst., 2012

On Group Nearest Group Query Processing.
IEEE Trans. Knowl. Data Eng., 2012

PNN query processing on compressed trajectories.
GeoInformatica, 2012

HiCNorm: removing biases in Hi-C data via Poisson regression.
Bioinform., 2012

Two novel iterative algorithms for interference alignment with symbol extensions in the MIMO interference channel.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2012

Blind closed-form DOA estimation for distributed sources.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Blind closed form parameters estimation for hybrid sources.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Exemplar-based human action pose correction and tagging.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Approximate entity extraction in temporal databases.
World Wide Web, 2011

Flexible Provenance Tracing.
Int. J. Syst. Serv. Oriented Eng., 2011

Resolving conflicts between negotiation success and sensitive information protection in automated trust negotiation.
Frontiers Comput. Sci. China, 2011

Evolving network models under a dynamic growth rule
CoRR, 2011

Loss Tomography from Tree Topologies to General Topologies
CoRR, 2011

Projection-based power allocation scheme for joint transmission system.
Proceedings of the 2011 International Conference on Wireless Communications & Signal Processing, 2011

Accurate channel estimation and wavelet-based interference estimation methods and application in downlink beamforming for LTE systems.
Proceedings of the 2011 International Conference on Wireless Communications & Signal Processing, 2011

Efficient profiling for estimation of query result quality.
Proceedings of the 16th International Conference on Information Quality, 2011

Smart Cooperation through Orthogonal Signaling and Optimal Power Allocation.
Proceedings of IEEE International Conference on Communications, 2011

Finding the most accessible locations: reverse path nearest neighbor query in road networks.
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

Collecting and Managing Network-Matched Trajectories of Moving Objects in Databases.
Proceedings of the Database and Expert Systems Applications, 2011

Trajectory Indexing and Retrieval.
Proceedings of the Computing with Spatial Trajectories, 2011

2010
Providing Flexible Tradeoff for Provenance Tracking.
Proceedings of the Web Information Systems Engineering - WISE 2010 Workshops, 2010

Group Visible Nearest Neighbor Queries in Spatial Databases.
Proceedings of the Web-Age Information Management, 11th International Conference, 2010

Best point detour query in road networks.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

MCIS2010 Workshop Organizers' Message.
Proceedings of the Database Systems for Advanced Applications, 2010

Active Duplicate Detection.
Proceedings of the Database Systems for Advanced Applications, 2010

Efficient best path monitoring in road networks for instant local traffic information.
Proceedings of the Database Technologies 2010, 2010

2009
Fractal.
Proceedings of the Encyclopedia of Database Systems, 2009

Instance optimal query processing in spatial networks.
VLDB J., 2009

MOIR/MT: Monitoring Large-Scale Road Network Traffic in Real-Time.
Proc. VLDB Endow., 2009

Data Quality Aware Queries in Collaborative Information Systems.
Proceedings of the Advances in Data and Web Management, Joint International Conferences, 2009

Range and DOA Estimation of Near-field Sources via the Fourth-order Statistics.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

Processing Group Nearest Group Query.
Proceedings of the 25th International Conference on Data Engineering, 2009

Blind ranges, frequencies and DOAS estimation for near field sources.
Proceedings of the IEEE International Conference on Acoustics, 2009

From trajectories to activities: a spatio-temporal join approach.
Proceedings of the 2009 International Workshop on Location Based Social Networks, 2009

Workshop Organizers' Message.
Proceedings of the Database Systems for Advanced Applications, 2009

Matching stream patterns of various lengths and tolerances.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
A multi-resolution surface distance model for <i>k</i>-NN query processing.
VLDB J., 2008

Managing Household Wind-Energy Generation.
IEEE Intell. Syst., 2008

Data Quality in Web Information Systems.
Proceedings of the Web Information Systems Engineering, 2008

Low Complexity Blind Carrier Frequency Offset Estimation for MIMO-OFDM Systems.
Proceedings of IEEE International Conference on Communications, 2008

Multiuser Carrier Frequency Offset Estimation for OFDMA Uplink with Generalized Carrier Assignment Scheme.
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

An Adaptive Programming Model for Environmental Sensor Networks Using Fuzzy Logic.
Proceedings of the Sixth Annual Conference on Communication Networks and Services Research (CNSR 2008), 2008

Research and Practice in Data Quality.
Proceedings of the Progress in WWW Research and Development, 2008

2007
Distance ranking in constraint-based spaces: an elemental problem in spatial query processing
PhD thesis, 2007

Closed Form Parameters Estimation for Near Field Sources.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

Multi-source Skyline Query Processing in Road Networks.
Proceedings of the 23rd International Conference on Data Engineering, 2007

Adaptive Joint Estimation of Symbol Timing and Carrier Frequency Offset for OFDM Systems.
Proceedings of IEEE International Conference on Communications, 2007

Uplink Receiver Design based on Particle Filtering for SDMA Digital Communication Systems.
Proceedings of the 4th IEEE Consumer Communications and Networking Conference, 2007

2006
A Multiresolution Terrain Model for Efficient Visualization Query Processing.
IEEE Trans. Knowl. Data Eng., 2006

Self projecting time series forecast: an online stock trend forecast system.
Int. J. Comput. Sci. Eng., 2006

A Novel Blind Multiuser Detection Model over Flat Fast Fading Channels.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Surface k-NN Query Processing.
Proceedings of the 22nd International Conference on Data Engineering, 2006

A Practical Computationally Efficient Power and Bit Allocation Algorithm for Wireless OFDM Systems.
Proceedings of IEEE International Conference on Communications, 2006

Closed Form Parameters Estimation For 3-D Near Field Sources.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
Blind Channel Estimation for V-BLAST Coded DS-CDMA Systems in the Frequency-Selective Fading Environment.
IEICE Trans. Commun., 2005

Uplink channel estimation for space-time block coded multiple-input multiple-output MC-CDMA systems.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

Chip-by-Chip Iterative Multiuser Detection for VBLAST Coded Multiple-Input Multiple-Output Systems.
Proceedings of the Networking, 2005

Blind symbol detection for multiple-input multiple-output systems via particle filtering.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Structural Learning of Graphical Models and Its Applications to Traditional Chinese Medicine.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005

2004
Expansion-Based Algorithms for Finding Single Pair Shortest Path on Surface.
Proceedings of the Web and Wireless Geographical Information Systems, 2004

Blind uplink space-time channel estimation for space-time coded multicarrier code division multiple access systems.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

A vertical layered space-time code and its blind symbol detection.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

Direct decoding of uplink space-time block coded multicarrier code division multiple access systems.
Proceedings of IEEE International Conference on Communications, 2004

2003
Correction and rectification of light fields.
Comput. Graph., 2003

Self-projecting Time Series Forecast - An Online Stock Trend Forecast System .
Proceedings of the Parallel and Distributed Processing and Applications, 2003

Decoding of full rate space-time block code without channel state information in frequency-selective channels.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Fast blind signature waveform tracking under imperfect carrier recovery in DS-CDMA systems.
Proceedings of the 55th IEEE Vehicular Technology Conference, 2002

Blind channel estimation in synchronous MC-CDMA system with consideration of carrier offset compensation.
Proceedings of the 55th IEEE Vehicular Technology Conference, 2002

Blind source separation with space-time analytical constant modulus algorithm in DS-CDMA systems.
Proceedings of the 55th IEEE Vehicular Technology Conference, 2002

Texture Mapping with a Jacobian-Based Spatially-Variant Filter.
Proceedings of the 10th Pacific Conference on Computer Graphics and Applications, 2002

Channel identification scheme for modified MC-CDMA systems with the mixing model of replicating and serial-to-parallel converting.
Proceedings of the 2002 International Symposium on Circuits and Systems, 2002

Time-domain multiuser detection for MC-CDMA systems without cyclic prefix.
Proceedings of the IEEE International Conference on Communications, 2002

2001
Equivalently blind time-domain channel estimation for MC-CDMA system over frequency-selective fading channels in multiuser scenario.
Proceedings of the 54th IEEE Vehicular Technology Conference, 2001


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