Exploring LSTM-based Attention Mechanisms with PSO and Grid Search under Different Normalization Techniques for Energy demands Time Series Forecasting.

[BibT_eX]

[DOI]

Andri Pranolo

Xiaofeng Zhou

Yingchi Mao

Bambang Widi Pratolo

Aji Prasetya Wibawa

Agung Bella Putra Utama

Abdoul Fatakhou Ba

Abdullahi Uwaisu Muhammad

Knowl. Eng. Data Sci., 2024

Few-shot learning based on hierarchical feature fusion via relation networks.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2024

Multi-granular spatial-temporal synchronous graph convolutional network for robust action recognition.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2024

Channel assignment and power allocation for throughput improvement with PPO in B5G heterogeneous edge networks.

[BibT_eX]

[DOI]

Digit. Commun. Networks, 2024

ICST-DNET: An Interpretable Causal Spatio-Temporal Diffusion Network for Traffic Speed Prediction.

[BibT_eX]

[DOI]

CoRR, 2024

A federated learning system with data fusion for healthcare using multi-party computation and additive secret sharing.

[BibT_eX]

[DOI]

Tasiu Muazu

Yingchi Mao

Abdullahi Uwaisu Muhammad

Muhammad Ibrahim

Umar Muhammad Mustapha Kumshe

Omaji Samuel

Comput. Commun., 2024

Label Prompt Guiding for Two-Stage Few-Shot Named Entity Recognition.

[BibT_eX]

[DOI]

Rongzhi Qi

Jiazheng Lou

Yingchi Mao

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

Dual Adaptive Compression for Efficient Communication in Heterogeneous Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Symposium on Cluster, 2024

2023

Two-phase privacy-preserving scheme for federated learning in edge networks.

[BibT_eX]

[DOI]

Int. J. Sens. Networks, 2023

MTS-GAT: multivariate time series anomaly detection based on graph attention networks.

[BibT_eX]

[DOI]

Int. J. Sens. Networks, 2023

Dense video captioning based on local attention.

[BibT_eX]

[DOI]

IET Image Process., 2023

FRDet: Few-shot object detection via feature reconstruction.

[BibT_eX]

[DOI]

IET Image Process., 2023

Green Resource Allocation with DDPG for Knowledge Learning in Digital Twin-enabled Edges.

[BibT_eX]

[DOI]

Proceedings of the 98th IEEE Vehicular Technology Conference, 2023

Optimizing Privacy-Accuracy Trade-off in DP-FL via Significant Gradient Perturbation.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Mobility, Sensing and Networking, 2023

Two-way Delayed Updates with Model Similarity in Communication-Efficient Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Mobility, Sensing and Networking, 2023

Script Event Prediction Based on Causal Generalization Learning.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

ECIFF: Event Causality Identification based on Feature Fusion.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

DD-GCN: Directed Diffusion Graph Convolutional Network for Skeleton-based Human Action Recognition.

[BibT_eX]

[DOI]

Chang Li

Qian Huang

Yingchi Mao

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Differential Privacy in Federated Dynamic Gradient Clipping Based on Gradient Norm.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2023

2022

Optimized Three Deep Learning Models Based-PSO Hyperparameters for Beijing PM2.5 Prediction.

[BibT_eX]

[DOI]

Andri Pranolo

Yingchi Mao

Aji Prasetya Wibawa

Agung Bella Putra Utama

Felix Andika Dwiyanto

Knowl. Eng. Data Sci., 2022

Joint Dynamic Grouping and Gradient Coding for Time-Critical Distributed Machine Learning in Heterogeneous Edge Networks.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Generating visually secure encrypted images by partial block pairing-substitution and semi-tensor product compressed sensing.

[BibT_eX]

[DOI]

Digit. Signal Process., 2022

Adaptive sparse ternary gradient compression for distributed DNN training in edge computing.

[BibT_eX]

[DOI]

CCF Trans. High Perform. Comput., 2022

Robust LSTM With Tuned-PSO and Bifold-Attention Mechanism for Analyzing Multivariate Time-Series.

[BibT_eX]

[DOI]

Andri Pranolo

Yingchi Mao

Aji Prasetya Wibawa

Agung Bella Putra Utama

Felix Andika Dwiyanto

IEEE Access, 2022

Communication Optimization in Heterogeneous Edge Networks Using Dynamic Grouping and Gradient Coding.

[BibT_eX]

[DOI]

Proceedings of the Wireless Algorithms, Systems, and Applications, 2022

Accelerating Federated Learning with Two-phase Gradient Adjustment.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Conference on Parallel and Distributed Systems, 2022

Request-Aware Task Offloading in Mobile Edge Computing via Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Advanced Cloud and Big Data, 2022

DNN Training Optimization with Pipelined Parallel Based on Feature Maps Encoding.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Advanced Cloud and Big Data, 2022

Scale Attention Mechanism.

[BibT_eX]

[DOI]

Proceedings of the Eighth IEEE International Conference on Big Data Computing Service and Applications, 2022

Modal Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Eighth IEEE International Conference on Big Data Computing Service and Applications, 2022

A Federated Learning Backdoor Attack Defense.

[BibT_eX]

[DOI]

Proceedings of the Eighth IEEE International Conference on Big Data Computing Service and Applications, 2022

2021

QoE-Based Task Offloading With Deep Reinforcement Learning in Edge-Enabled Internet of Vehicles.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2021

Deep Learning-Based Diagnosing Structural Behavior in Dam Safety Monitoring System.

[BibT_eX]

[DOI]

Sensors, 2021

Parallel Approach of Adaptive Image Thresholding Algorithm on GPU.

[BibT_eX]

[DOI]

Knowl. Eng. Data Sci., 2021

ASTC: An Adaptive Gradient Compression Scheme for Communication-Efficient Edge Computing.

[BibT_eX]

[DOI]

Jun Wu

Yingchi Mao

Xuesong Xu

Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

A Blockchain-based Grouped Federated Learning Scheme Against Malicious Clients.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom 2021 Workshops, Madrid, Spain, December 7-11, 2021, 2021

DWUPP: Dynamic Weight Update through Pipelined Parallel for Distributed Training Model.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Advanced Cloud and Big Data, 2021

Approximate Matching Based Cache Selection Strategy in Mobile Edge Computing.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Advanced Cloud and Big Data, 2021

Keywords-Based Dam Defect Image Caption Generation.

[BibT_eX]

[DOI]

Proceedings of the Seventh IEEE International Conference on Big Data Computing Service and Applications, 2021

2020

QoE-Based Cooperative Task Offloading with Deep Reinforcement Learning in Mobile Edge Networks.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2020

Spatial-Temporal Features Based Sensor Network Partition in Dam Safety Monitoring System.

[BibT_eX]

[DOI]

Sensors, 2020

QoE-driven Task Offloading with Deep Reinforcement Learning in Edge intelligent IoV.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2020

A Dam Deformation Prediction Model Based on ARIMA-LSTM.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Big Data Computing Service and Applications, 2020

Parallel Image Encryption Technology Based on Cellular Automaton.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Big Data Computing Service and Applications, 2020

Priority Combinatorial Double Auction Based Resource Allocation in the Cloud.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Big Data Computing Service and Applications, 2020

Crack Detection with Multi-task Enhanced Faster R-CNN Model.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Big Data Computing Service and Applications, 2020

2019

DNN-MVL: DNN-Multi-View-Learning-Based Recover Block Missing Data in a Dam Safety Monitoring System.

[BibT_eX]

[DOI]

Sensors, 2019

Neural Network Classification of Brainwave Alpha Signals in Cognitive Activities.

[BibT_eX]

[DOI]

Knowl. Eng. Data Sci., 2019

基于特征组合与CNN的大坝缺陷识别与分类方法 (Dam Defect Recognition and Classification Based on Feature Combination and CNN).

[BibT_eX]

[DOI]

计算机科学, 2019

面向大坝变形监测的时空一体化预测算法 (Spatio-Temporal Integrated Forecasting Algorithm for Dam Deformation).

[BibT_eX]

[DOI]

Yingchi Mao

Hai Cao

Jinfeng He

计算机科学, 2019

Meaningful Encryption: Generating Visually Meaningful Encrypted Images by Compressive Sensing and Reversible Color Transformation.

[BibT_eX]

[DOI]

IEEE Access, 2019

Mobile Edge Computing-Enabled Resource Allocation for Ultra-Reliable and Low-Latency Communications.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Intelligent Communications, 2019

A Fusion Rule Based on Connectivity in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Control, 2019

Computation Tasks Offloading Scheme Based on Multi-cloudlet Collaboration for Edge Computing.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Advanced Cloud and Big Data, 2019

Event Fusion and Decision Approach Based on Node Reliability in Dam Safety Monitoring.

[BibT_eX]

[DOI]

Proceedings of the IEEE Fifth International Conference on Big Data Computing Service and Applications, 2019

A Meaningful Visually Secure Image Encryption Scheme.

[BibT_eX]

[DOI]

Proceedings of the IEEE Fifth International Conference on Big Data Computing Service and Applications, 2019

2018

Design of image cipher using life-like cellular automata and chaotic map.

[BibT_eX]

[DOI]

Signal Process., 2018

不确定性车辆路口的轨迹预测 (Uncertain Vehicle Intersection Trajectory Prediction).

[BibT_eX]

[DOI]

Yingchi Mao

Yang Chen

计算机科学, 2018

Designing permutation-substitution image encryption networks with Henon map.

[BibT_eX]

[DOI]

Neurocomputing, 2018

A Chaos Based Image Encryption Scheme Using Digit-Level Permutation and Block Diffusion.

[BibT_eX]

[DOI]

IEEE Access, 2018

A General Fusion System and Maximal-Ratio Combining Fusion Rule in Unmanned Air Vehicle Network.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

2017

A Segment-Based Trajectory Similarity Measure in the Urban Transportation Systems.

[BibT_eX]

[DOI]

Sensors, 2017

An Adaptive Trajectory Clustering Method Based on Grid and Density in Mobile Pattern Analysis.

[BibT_eX]

[DOI]

Sensors, 2017

Contamination Event Detection with Multivariate Time-Series Data in Agricultural Water Monitoring.

[BibT_eX]

[DOI]

Sensors, 2017

基于卡尔曼滤波参数自学习的大坝变形预测 (Parameter Self-learning Method Based on Kalman Filter for Dam Deformation Prediction).

[BibT_eX]

[DOI]

计算机科学, 2017

A Cooperative Dynamic Cluster in Multitasking Mobile Networks.

[BibT_eX]

[DOI]

Intell. Autom. Soft Comput., 2017

PROXZONE: One Cloud Computing System for Support PaaS in Energy Power Applications.

[BibT_eX]

[DOI]

Intell. Autom. Soft Comput., 2017

Two-phase PT-Topk Query Processing Algorithm for Uncertain IOT Data in Dam Safety Monitoring.

[BibT_eX]

[DOI]

Intell. Autom. Soft Comput., 2017

Spatial-Temporal Event Detection Method with Multivariate Water Quality Data.

[BibT_eX]

[DOI]

Proceedings of the Data Science, 2017

Event Detection with Multivariate Water Parameters in the Water Monitoring Applications.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Cyber Security and Cloud Computing, 2017

Graph Partition Approach Based on the Cauchy Mutation and Inertia Weight.

[BibT_eX]

[DOI]

Proceedings of the 14th Web Information Systems and Applications Conference, 2017

2016

Investigations of Life-like Cellular Automata for Image Scrambling.

[BibT_eX]

[DOI]

Control. Intell. Syst., 2016

FiGMR: A fine-grained MapReduce scheduler in the heterogeneous cloud.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Information and Automation, 2016

Real-Time Event Detection with Water Sensor Networks Using a Spatio-Temporal Model.

[BibT_eX]

[DOI]

Yingchi Mao

Xiaoli Chen

Zhuoming Xu

Proceedings of the Database Systems for Advanced Applications, 2016

2015

基于链路质量的层次型路由协议研究 (Hierarchical Routing Protocol Based on Link Quality in Wireless Sensor Network).

[BibT_eX]

[DOI]

计算机科学, 2015

基于动态镜像的实时数据仓库存取预处理技术研究 (Real-time Data Warehouse Pre-processing Based on Dynamic Mirror Replication).

[BibT_eX]

[DOI]

计算机科学, 2015

Image Scrambling Scheme Based on Bit-Level Permutation and 2-D Cellular Automata.

[BibT_eX]

[DOI]

Ping Ping

Feng Xu

Md Shaiful Islam Babu

Xin Lv

Yingchi Mao

Proceedings of the 2015 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2015

An image scrambling algorithm using discrete Henon map.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Information and Automation, 2015

Hierarchical model-based associate tasks scheduling with the deadline constraints in the cloud.

[BibT_eX]

[DOI]

Yingchi Mao

Haishi Zhong

Xiaofang Li

Proceedings of the IEEE International Conference on Information and Automation, 2015

An optimal distributed K-Means clustering algorithm based on cloudstack.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Information and Automation, 2015

Online event detection based on the spatio-temporal analysis in the river sensor networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Information and Automation, 2015

Real-Time data ETL framework for big real-time data analysis.

[BibT_eX]

[DOI]

Xiaofang Li

Yingchi Mao

Proceedings of the IEEE International Conference on Information and Automation, 2015

An Optimal Distributed K-Means Clustering Algorithm Based on CloudStack.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Frontier of Computer Science and Technology, 2015

Delay-Aware Associate Tasks Scheduling in the Cloud Computing.

[BibT_eX]

[DOI]

Proceedings of the Fifth IEEE International Conference on Big Data and Cloud Computing, 2015

2014

GFG-Assisted Human Tracking Using Smart Phones.

[BibT_eX]

[DOI]

Yingchi Mao

Jie Wu

Ad Hoc Sens. Wirel. Networks, 2014

2013

Adaptive Load Balancing Algorithm Based on Prediction Model in Cloud Computing.

[BibT_eX]

[DOI]

Yingchi Mao

Daoning Ren

Xi Chen

Proceedings of the 2013 The Second International Conference on Innovative Computing and Cloud Computing, 2013

2012

Delay-Bounded Data Forwarding in Low-Duty-Cycle Sensor Networks.

[BibT_eX]

[DOI]

Yingchi Mao

Ambassa Joel Yves

Feng Xu

Intell. Autom. Soft Comput., 2012

Delay-bounded utility-based event detection in energy harvesting sensor networks.

[BibT_eX]

[DOI]

Yingchi Mao

Proceedings of the Second International Conference on Computational Science, 2012

2011

Greedy-Face-Greedy Routing based Human Tracking in Mobile Social Networks.

[BibT_eX]

[DOI]

Yingchi Mao

Proceedings of the 2nd International Conference on Ambient Systems, 2011

An Effective Data Gathering Scheme in Heterogeneous Energy Wireless Sensor Networks.

[BibT_eX]

[DOI]

Yingchi Mao

Xiaofang Li

Simon X. Yang

Intell. Autom. Soft Comput., 2011

2010

Energy-Efficient Area Coverage in Heterogeneous Energy Wireless Sensor Networks.

[BibT_eX]

[DOI]

Yingchi Mao

Xiaofang Li

Feng Xu

Wirel. Sens. Netw., 2010

2009

An Effective Data Gathering Scheme in Heterogeneous Energy Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

2008

A survey on topology control in wireless sensor networks.

[BibT_eX]

[DOI]

Xiaofang Li

Yingchi Mao

Yi Liang

Proceedings of the 10th International Conference on Control, 2008

Extended Directional Graph Based Description Approach on Web Service Composition Relationship.

[BibT_eX]

[DOI]

Xiaofeng Zhou

Yingchi Mao

Proceedings of the International Conference on Computer Science and Software Engineering, 2008

2007

An Energy Efficient Connected Coverage Protocol in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Yingchi Mao

Zhuoming Xu

Yi Liang

Proceedings of the Advances in Data and Web Management, 2007

A Location-Unaware Connected Coverage Protocol in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Yingchi Mao

Lijun Chen

Daoxu Chen

Proceedings of the Ubiquitous Intelligence and Computing, 4th International Conference, 2007

2005

Constructing the Robust and Efficient Small World Overlay Network for P2P Systems.

[BibT_eX]

[DOI]

Guofu Feng

Yingchi Mao

Daoxu Chen

Proceedings of the Parallel and Distributed Processing and Applications, 2005

Yingchi Mao

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