Xiang Ma

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2025
TFformer: A time-frequency domain bidirectional sequence-level attention based transformer for interpretable long-term sequence forecasting.
Pattern Recognit., 2025

Reinforcement learning-based portfolio optimization with deterministic state transition.
Inf. Sci., 2025

2024
Optimization of grid-connected voltage support technology and intelligent control strategies for new energy stations based on deep learning.
Energy Inform., December, 2024

Dual-Path Large Kernel Learning and Its Applications in Single-Image Super-Resolution.
Sensors, October, 2024

Fast-Activated Minimal Gated Unit: Lightweight Processing and Feature Recognition for Multiple Mechanical Impact Signals.
Sensors, August, 2024

Single Image Super-Resolution via Wide-Activation Feature Distillation Network.
Sensors, July, 2024

Distributed energy-efficient wireless sensing and information fusion via event-driven and state-rank activation.
Wirel. Networks, May, 2024

Auto-scaling and computation offloading in edge/cloud computing: a fuzzy Q-learning-based approach.
Wirel. Networks, February, 2024

Deep Image Feature Learning With Fuzzy Rules.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2024

Real-Time and High-Accuracy Switchable Stereo Depth Estimation Method Utilizing Self-Supervised Online Learning Mechanism for MIS.
IEEE Trans. Instrum. Meas., 2024

Zonotopic estimation for asynchronous switched system with application to missile flight system.
J. Frankl. Inst., 2024

Intelligent fault diagnosis for air handing units based on improved generative adversarial network and deep reinforcement learning.
Expert Syst. Appl., 2024

Characterizing street trees in three metropolises of central China by using Street View data: From individual trees to landscape mapping.
Ecol. Informatics, 2024

Bridging the Modality Gap: Dimension Information Alignment and Sparse Spatial Constraint for Image-Text Matching.
CoRR, 2024

Robust Interaction-based Relevance Modeling for Online E-Commerce and LLM-based Retrieval.
CoRR, 2024

Approximate Wireless Communication for Lossy Gradient Updates in IoT Federated Learning.
CoRR, 2024

Exploring Communication Technologies, Standards, and Challenges in Electrified Vehicle Charging.
CoRR, 2024

Towards unified aleatory and epistemic uncertainty quantification for machinery health prognostic through sequential heteroscedastic Gaussian process regression.
Adv. Eng. Informatics, 2024

Vibration Sensors for Detecting Critical Events: A Case Study in Ferrosilicon Production.
IEEE Access, 2024

Power Scheduling and Cost Optimization of a Grid Integrated PV and BESS Fast Charging using SARSA Reinforcement Learning.
Proceedings of the 100th IEEE Vehicular Technology Conference, 2024

Developing Deep Learning Based Intelligent Perception Algorithm for Thickener Equipment Monitoring.
Proceedings of the Companion Proceedings of the 8th International Joint Conference on Rules and Reasoning co-located with 20th Reasoning Web Summer School (RW 2024) and 16th DecisionCAMP 2024 as part of Declarative AI 2024, 2024

Towards an Open Energy Management System for Integrated Energy Storage and Electric Vehicle Fast Charging Station.
Proceedings of the Companion Proceedings of the 8th International Joint Conference on Rules and Reasoning co-located with 20th Reasoning Web Summer School (RW 2024) and 16th DecisionCAMP 2024 as part of Declarative AI 2024, 2024

Koala-UI: An Interactive User Interface for Tabular Data Linking.
Proceedings of the Companion Proceedings of the 8th International Joint Conference on Rules and Reasoning co-located with 20th Reasoning Web Summer School (RW 2024) and 16th DecisionCAMP 2024 as part of Declarative AI 2024, 2024

Robust Interaction-Based Relevance Modeling for Online e-Commerce Search.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2024

Remote Control System for New Energy Grid Connected Power Generation Based on Artificial Intelligence.
Proceedings of the 2024 International Conference on Power Electronics and Artificial Intelligence, 2024

Bridging the Modality Gap: Dimension Information Alignment and Sparse Spatial Constraint for Image-Text Matching.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Misaligned 3D Texture Optimization in MIS Utilizing Generative Framework.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Extended Gerber-Shiu Expected Discounted Penalty Functions in Risk Model Perturbed by Diffusion and Application.
Proceedings of the Innovative Mobile and Internet Services in Ubiquitous Computing, 2024

Enhanced Reverse Distillation Guided Segmentation Network for Anomaly Detection.
Proceedings of the International Joint Conference on Neural Networks, 2024

CSMAAFL: Client Scheduling and Model Aggregation in Asynchronous Federated Learning.
Proceedings of the IEEE International Conference on Communications, 2024

U-Mixer: An Unet-Mixer Architecture with Stationarity Correction for Time Series Forecasting.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Dynamic graph construction via motif detection for stock prediction.
Inf. Process. Manag., November, 2023

Cooperative guidance law for multiple missiles simultaneous attacks with fixed-time convergence.
Int. J. Control, September, 2023

A representation learning framework for stock movement prediction.
Appl. Soft Comput., September, 2023

Improving Small-Scale Human Action Recognition Performance Using a 3D Heatmap Volume.
Sensors, July, 2023

Asset correlation based deep reinforcement learning for the portfolio selection.
Expert Syst. Appl., July, 2023

Cyber Physical System for Distributed Network Using DoS Based Hierarchical Bayesian Network.
J. Grid Comput., June, 2023

Skeleton-based Tai Chi action segmentation using trajectory primitives and content.
Neural Comput. Appl., May, 2023

COVID19-MLSF: A multi-task learning-based stock market forecasting framework during the COVID-19 pandemic.
Expert Syst. Appl., May, 2023

Classification of seed corn ears based on custom lightweight convolutional neural network and improved training strategies.
Eng. Appl. Artif. Intell., April, 2023

Correction to: Medical image segmentation based on dual-channel integrated cross-layer residual algorithm.
Multim. Tools Appl., February, 2023

Medical image segmentation based on dual-channel integrated cross-layer residual algorithm.
Multim. Tools Appl., February, 2023

A shapelet-based framework for large-scale word-level sign language database auto-construction.
Neural Comput. Appl., 2023

Fixed-time anti-saturation grouped cooperative guidance law with state estimations of multiple maneuvering targets.
J. Frankl. Inst., 2023

Precise Coil Alignment for Dynamic Wireless Charging of Electric Vehicles with RFID Sensing.
CoRR, 2023

MPR-Net: Multi-Scale Pattern Reproduction Guided Universality Time Series Interpretable Forecasting.
CoRR, 2023

Approximate Wireless Communication for Federated Learning.
Proceedings of the 2023 ACM Workshop on Wireless Security and Machine Learning, 2023

Energy-Efficient Secure Offloading for NOMA-Enabled Machine-type Mobile-Edge Computing.
Proceedings of the IEEE International Conference on Industrial Technology, 2023

VMD-AC-LSTM: An Accurate Prediction Method for Solar Irradiance.
Proceedings of the Green, Pervasive, and Cloud Computing - 18th International Conference, 2023

2022
Geometric Evolution of Bilayers under the Degenerate Functionalized Cahn-Hilliard Equation.
Multiscale Model. Simul., September, 2022

Optimal-Damage-Effectiveness Cooperative-Control Strategy for the Pursuit-Evasion Problem with Multiple Guided Missiles.
Sensors, 2022

High-resolution rectified gradient-based visual explanations for weakly supervised segmentation.
Pattern Recognit., 2022

ResGANet: Residual group attention network for medical image classification and segmentation.
Medical Image Anal., 2022

A stock price prediction method based on meta-learning and variational mode decomposition.
Knowl. Based Syst., 2022

Design of Intelligent Information Monitoring System for Distribution Network and Adjustment of Alarm Threshold.
J. Comput. Sci. Eng., 2022

Batch covariance neural network for image recognition.
Image Vis. Comput., 2022

Reachable set estimation and synthesis for semi-Markov jump systems.
Inf. Sci., 2022

Fuzzy hypergraph network for recommending top-K profitable stocks.
Inf. Sci., 2022

AI-Based Real-Time Site-Wide Optimization for Process Manufacturing.
INFORMS J. Appl. Anal., 2022

A hierarchical attention network for stock prediction based on attentive multi-view news learning.
Neurocomputing, 2022

Balanced Scheduling Method of Network Information Resources for Cloud Storage.
Int. J. Inf. Secur. Priv., 2022

Robust face recognition for occluded real-world images using constrained probabilistic sparse network.
IET Image Process., 2022

Anti-Delay Kalman Filter Fusion Algorithm for Vehicle-borne Sensor Network with Finite-Time Convergence.
CoRR, 2022

Highly accurate energy consumption forecasting model based on parallel LSTM neural networks.
Adv. Eng. Informatics, 2022

Data quality issues for vibration sensors: a case study in ferrosilicon production.
Proceedings of the 2nd International Workshop on Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things, 2022

Data quality issues in solar panels installations: a case study.
Proceedings of the 2nd International Workshop on Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things, 2022

Spatial Transformer Network with Transfer Learning for Small-scale Fine-grained Skeleton-based Tai Chi Action Recognition.
Proceedings of the IECON 2022, 2022

Temporal-spatial Feature Fusion for Few-shot Skeleton-based Action Recognition.
Proceedings of the IECON 2022, 2022

SkeletonCLIP: Recognizing Skeleton-based Human Actions with Text Prompts.
Proceedings of the 8th International Conference on Systems and Informatics, 2022

A New Implementation of Federated Learning for Privacy and Security Enhancement.
Proceedings of the IEEE Global Communications Conference, 2022

A-U3D: A Unified 2D/3D CNN Accelerator on the Versal Platform for Disparity Estimation.
Proceedings of the 32nd International Conference on Field-Programmable Logic and Applications, 2022

2021
Chance-Constrained Optimal Power Flow of Integrated Transmission and Distribution Networks With Limited Information Interaction.
IEEE Trans. Smart Grid, 2021

Biomedical Photoacoustic Imaging With Unknown Spatially Distributed Ultrasound Sensor Array.
IEEE Trans. Biomed. Eng., 2021

MC-Net: Multiple max-pooling integration module and cross multi-scale deconvolution network.
Knowl. Based Syst., 2021

Distributed cooperative guidance law for multiple missiles with input delay and topology switching.
J. Frankl. Inst., 2021

Image smoothing based on global sparsity decomposition and a variable parameter.
Comput. Vis. Media, 2021

The role of the aortic area in type A aortic dissection.
Biomed. Signal Process. Control., 2021

User Scheduling for Federated Learning Through Over-the-Air Computation.
Proceedings of the 94th IEEE Vehicular Technology Conference, 2021

A deep learning model for PM2.5 concentration prediction.
Proceedings of the IEEE Intl Conf on Dependable, 2021

Measurement spatial deformation of bone loading based on 3D surface modeling.
Proceedings of the IEEE Intl Conf on Dependable, 2021

Short-term Solar Irradiation Prediction Model Based on WCNN_ALSTM.
Proceedings of the IEEE Intl Conf on Dependable, 2021

2020
Adaptive Federated Learning With Gradient Compression in Uplink NOMA.
IEEE Trans. Veh. Technol., 2020

Multiple Delay and Sum With Enveloping Beamforming Algorithm for Photoacoustic Imaging.
IEEE Trans. Medical Imaging, 2020

Video Codec Using Flexible Block Partitioning and Advanced Prediction, Transform and Loop Filtering Technologies.
IEEE Trans. Circuits Syst. Video Technol., 2020

Further Result on Interval Observer Design for Discrete-Time Switched Systems and Application to Circuit Systems.
IEEE Trans. Circuits Syst., 2020

WooKong: A Ubiquitous Accelerator for Recommendation Algorithms With Custom Instruction Sets on FPGA.
IEEE Trans. Computers, 2020

Stability and Error Analysis for a Second-Order Fast Approximation of the Local and Nonlocal Diffusion Equations on the Real Line.
SIAM J. Numer. Anal., 2020

A Comparative Policy Analysis in the E-Health Industry Between China and the USA.
Int. J. E Health Medical Commun., 2020

Two-stage image smoothing based on edge-patch histogram equalisation and patch decomposition.
IET Image Process., 2020

DT-Net: A novel network based on multi-directional integrated convolution and threshold convolution.
CoRR, 2020

Towards Green Mobile Edge Computing Offloading Systems with Security Enhancement.
CoRR, 2020

A New Multiple Max-pooling Integration Module and Cross Multiscale Deconvolution Network Based on Image Semantic Segmentation.
CoRR, 2020

A deep learning algorithm using contrast-enhanced computed tomography (CT) images for segmentation and rapid automatic detection of aortic dissection.
Biomed. Signal Process. Control., 2020

Functional interval observer for discrete-time systems with disturbances.
Appl. Math. Comput., 2020

Transmission Contingency Analysis Based on Data-Driven Equivalencing of Radial Distribution Networks Considering Uncertainties.
IEEE Access, 2020

Multi-Task Learning Model Based on Multi-Scale CNN and LSTM for Sentiment Classification.
IEEE Access, 2020

850 nm Single-Mode Surface-Emitting DFB Lasers with Surface Grating and Large-Area Oxidized-Aperture.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Children's Drawing Psychological Analysis using Shallow Convolutional Neural Network.
Proceedings of the 2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2020

The Exploration and Research of Blended Teaching Mode Based on "Internet+" Big Data Cloud Platform.
Proceedings of the Innovative Mobile and Internet Services in Ubiquitous Computing, 2020

Using Trajectory Features for Tai Chi Action Recognition.
Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020

Training Musculoskeletal Arm Play Taichi with Deep Reinforcement Learning.
Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020

Sign language recognition based on concept learning.
Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020

Scheduling Policy and Power Allocation for Federated Learning in NOMA Based MEC.
Proceedings of the IEEE Global Communications Conference, 2020

Zero-Shot Heterogeneous Transfer Learning from Recommender Systems to Cold-Start Search Retrieval.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Appropriate Electrode Positions Improve Stimulation Efficacies in Electrical Eye Stimulations.
Proceedings of the 13th International Congress on Image and Signal Processing, 2020

Effects of Electrode Sizes and Positions on the Induced Current Field in Electrical Eyeballs Stimulations.
Proceedings of the 13th International Congress on Image and Signal Processing, 2020

Human Hand Movement Recognition based on HMM with Hyperparameters Optimized by Maximum Mutual Information.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2020

2019
Advanced Spherical Motion Model and Local Padding for 360° Video Compression.
IEEE Trans. Image Process., 2019

Optimisation of cutting parameters for improving energy efficiency in machining process.
Robotics Comput. Integr. Manuf., 2019

Finite-Time Interval Observers' Design for Switched Systems.
Circuits Syst. Signal Process., 2019

Deep Image Feature Learning with Fuzzy Rules.
CoRR, 2019

Data Stream Clustering Algorithm for Smart Site and Its Implementation Based on Flink.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Research on Virtual Machine Load Balancing Based on Improved Particle Swarm Optimization.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

A Prediction-Optimization Framework for Site-Wide Process Optimization.
Proceedings of the 2019 IEEE International Congress on Internet of Things, 2019

Adaptive Sparse Representation for Kronecker Compressive Sensing.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019

Interval Observer Design for Nonlinear Switched Systems.
Proceedings of the CAA Symposium on Fault Detection, 2019

2018
Early ramp warning using vehicle behavior analysis.
Soft Comput., 2018

Coupling p+n Field-Effect Transistor Circuits for Low Concentration Methane Gas Detection.
Sensors, 2018

Multi-source fusion based geo-tagging for web images.
Multim. Tools Appl., 2018

Rating prediction by exploring user's preference and sentiment.
Multim. Tools Appl., 2018

Layered vasculature segmentation of color conjunctival image based on wavelet transform.
Biomed. Signal Process. Control., 2018

2017
Single Image Super-Resolution via Locally Regularized Anchored Neighborhood Regression and Nonlocal Means.
IEEE Trans. Multim., 2017

A Highly Sensitive Nonenzymatic Glucose Biosensor Based on the Regulatory Effect of Glucose on Electrochemical Behaviors of Colloidal Silver Nanoparticles on MoS<sub>2</sub>.
Sensors, 2017

Multi-channel interference (MCI) widely tunable laser integrated with semiconductor optical amplifier.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

Co-projection-plane based 3-D padding for polyhedron projection for 360-degree video.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Neuroevolution of augmenting topologies based musculor-skeletal arm neurocontroller.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2017

Motion recognition based on concept learning.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2017

2016
What Is Happening in the Video? - Annotate Video by Sentence.
IEEE Trans. Circuits Syst. Video Technol., 2016

2015
Robust Framework of Single-Frame Face Superresolution Across Head Pose, Facial Expression, and Illumination Variations.
IEEE Trans. Hum. Mach. Syst., 2015

An FPGA-Based Accelerator for Neighborhood-Based Collaborative Filtering Recommendation Algorithms.
Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015

A Deep Learning Prediction Process Accelerator Based FPGA.
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

2014
Vehicle Behavior Analysis Using Target Motion Trajectories.
IEEE Trans. Veh. Technol., 2014

Face hallucination based on locally linear embedding and local correlation.
Proceedings of the 2014 Conference on Research in Adaptive and Convergent Systems, 2014

Unified framework of face hallucination across multiple modalities.
Proceedings of the Seventh International Conference on Machine Vision, 2014

2012
Sparse representation and position prior based face hallucination upon classified over-complete dictionaries.
Signal Process., 2012

Novel 3DV Coding Scheme with Down-/Up-sampling and Asymmetrical Prediction.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo Workshops, 2012

Learning a background model for change detection.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

Enhanced event recognition in video using image quality assessment.
Proceedings of the 2012 IEEE Applied Imagery Pattern Recognition Workshop, 2012

Contextual video clip classification.
Proceedings of the 2012 IEEE Applied Imagery Pattern Recognition Workshop, 2012

2011
Kernel principal component analysis for stochastic input model generation.
J. Comput. Phys., 2011

A stochastic mixed finite element heterogeneous multiscale method for flow in porous media.
J. Comput. Phys., 2011

AVSS2011 demo session: GPU enabled Smart Video Node.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

2010
Motion Trajectory-Based Video Retrieval, Classification, and Summarization.
Proceedings of the Video Search and Mining, 2010

A Simple Approach to Multiview Face Hallucination.
IEEE Signal Process. Lett., 2010

Hallucinating face by position-patch.
Pattern Recognit., 2010

An adaptive high-dimensional stochastic model representation technique for the solution of stochastic partial differential equations.
J. Comput. Phys., 2010

Who, what, when, where, why and how in video analysis: an application centric view.
Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

2009
Video Event Classification and Image Segmentation Based on Noncausal Multidimensional Hidden Markov Models.
IEEE Trans. Image Process., 2009

Event Analysis Based on Multiple Interactive Motion Trajectories.
IEEE Trans. Circuits Syst. Video Technol., 2009

An adaptive hierarchical sparse grid collocation algorithm for the solution of stochastic differential equations.
J. Comput. Phys., 2009

Position-based face hallucination method.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Robust video mining based on local similarity alignment of motion trajectories.
Proceedings of the International Conference on Image Processing, 2009

An Example-Based Two-Step Face Hallucination Method through Coefficient Learning.
Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009

Hallucinating Faces: Global Linear Modal Based Super-Resolution and Position Based Residue Compensation.
Proceedings of the Image Analysis and Processing, 2009

Dynamic updating and downdating matrix SVD and tensor HOSVD for adaptive indexing and retrieval of motion trajectories.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
A stabilized stochastic finite element second-order projection method for modeling natural convection in random porous media.
J. Comput. Phys., 2008

Semantic Video Annotation using Background Knowledge and Similarity-based Video Retrieval.
Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Distributed multi-dimensional hidden Markov models for image and trajectory-based video classifications.
Proceedings of the IEEE International Conference on Acoustics, 2008

A Probabilistic Approach to Consistency Checking for Pervasive Context.
Proceedings of the 2008 IEEE/IPIP International Conference on Embedded and Ubiquitous Computing (EUC 2008), 2008

2007
A General Two-Dimensional Hidden Markov Model and its Application in Image Classification.
Proceedings of the International Conference on Image Processing, 2007

2006
Tensor-Based Multiple Object Trajectory Indexing and Retrieval.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Receding Horizon Planning for Dubins Traveling Salesman Problems.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006

2005
Integration and Share of Spatial Data Based on Web Service.
Proceedings of the Sixth International Conference on Parallel and Distributed Computing, 2005

2004
Numerical algorithms for continuous optimal trajectories.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004


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