Xuyun Zhang

Orcid: 0000-0001-7353-4159

According to our database1, Xuyun Zhang authored at least 219 papers between 2009 and 2024.

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Bibliography

2024
Adaptive Hypergraph Network for Trust Prediction.
CoRR, 2024

EvidenceQuest: An Interactive Evidence Discovery System for Explainable Artificial Intelligence.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

Solving Many-Objective Optimization Problems Using Selection Hyper-Heuristics.
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

FedLPS: Heterogeneous Federated Learning for Multiple Tasks with Local Parameter Sharing.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Digital-Twin-Enabled 6G Mobile Network Video Streaming Using Mobile Crowdsourcing.
IEEE J. Sel. Areas Commun., October, 2023

TSDroid: A Novel Android Malware Detection Framework Based on Temporal & Spatial Metrics in IoMT.
ACM Trans. Sens. Networks, August, 2023

A Correlation Graph Based Approach for Personalized and Compatible Web APIs Recommendation in Mobile APP Development.
IEEE Trans. Knowl. Data Eng., June, 2023

Auditory Receptive Field Net Based Automatic Snore Detection for Wearable Devices.
IEEE J. Biomed. Health Informatics, May, 2023

Special issue on privacy, security, and trust in computational intelligence.
Comput. Intell., February, 2023

NACA: A Joint Distortion-Based Non-Additive Cost Assignment Method for Video Steganography.
IEEE Trans. Dependable Secur. Comput., 2023

CETN: Contrast-enhanced Through Network for CTR Prediction.
CoRR, 2023

Source Inference Attacks: Beyond Membership Inference Attacks in Federated Learning.
CoRR, 2023

Watermarking Text Data on Large Language Models for Dataset Copyright Protection.
CoRR, 2023

Differentially private locality sensitive hashing based federated recommender system.
Concurr. Comput. Pract. Exp., 2023

An intelligent recommendation method based on multi-interest network and adversarial deep learning.
Comput. Secur., 2023

Noise-Augmented Contrastive Learning for Sequential Recommendation.
Proceedings of the Web Information Systems Engineering - WISE 2023, 2023

A Comprehensive Survey of Explainable Artificial Intelligence (XAI) Methods: Exploring Transparency and Interpretability.
Proceedings of the Web Information Systems Engineering - WISE 2023, 2023

OptIForest: Optimal Isolation Forest for Anomaly Detection.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Disentangled Hypergraph Collaborative Filtering for Social Recommendation.
Proceedings of the IEEE International Conference on Web Services, 2023

ProcessGPT: Transforming Business Process Management with Generative Artificial Intelligence.
Proceedings of the IEEE International Conference on Web Services, 2023

Federated Anomaly Detection with Isolation Forest for IoT Network Traffics.
Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

A Blockchain-enabled Secure Access Management Method in Edge Computing.
Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

Deep Optimal Isolation Forest with Genetic Algorithm for Anomaly Detection.
Proceedings of the IEEE International Conference on Data Mining, 2023

Reinforcement Learning based Hyper-heuristics for Many-objective Pickup and Delivery Problem.
Proceedings of the IEEE International Conference on Data Mining, 2023

Multi-Granularity Entity Recognition based Sentence Ranking for Multi-Document Summarization.
Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

A Contextualized Transformer-Based Method for Cyberbullying Detection.
Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

Federated Learning Based Satellite-Marine Integrated Training for Marine Edge Intelligence.
Proceedings of the IEEE Intl Conf on Dependable, 2023

International Workshop on Edge-Cloud Intelligence (ECI@CIKM2023).
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

SMEF: Social-aware Multi-dimensional Edge Features-based Graph Representation Learning for Recommendation.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

A Preference-Based Indicator Selection Hyper-Heuristic for Optimization Problems.
Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

RePreM: Representation Pre-training with Masked Model for Reinforcement Learning.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Editorial: Convergency of AI and Cloud/Edge Computing for Big Data Applications.
Mob. Networks Appl., December, 2022

Membership Inference Attacks on Machine Learning: A Survey.
ACM Comput. Surv., January, 2022

FlowSpectrum: a concrete characterization scheme of network traffic behavior for anomaly detection.
World Wide Web, 2022

Edge computing empowered anomaly detection framework with dynamic insertion and deletion schemes on data streams.
World Wide Web, 2022

DisCOV: Distributed COVID-19 Detection on X-Ray Images With Edge-Cloud Collaboration.
IEEE Trans. Serv. Comput., 2022

PSDF: Privacy-aware IoV Service Deployment with Federated Learning in Cloud-Edge Computing.
ACM Trans. Intell. Syst. Technol., 2022

FLEAM: A Federated Learning Empowered Architecture to Mitigate DDoS in Industrial IoT.
IEEE Trans. Ind. Informatics, 2022

DDCA: A Distortion Drift-Based Cost Assignment Method for Adaptive Video Steganography in the Transform Domain.
IEEE Trans. Dependable Secur. Comput., 2022

MRMondrian: Scalable Multidimensional Anonymisation for Big Data Privacy Preservation.
IEEE Trans. Big Data, 2022

Data-Driven Web APIs Recommendation for Building Web Applications.
IEEE Trans. Big Data, 2022

Bidirectional GRU networks-based next POI category prediction for healthcare.
Int. J. Intell. Syst., 2022

Identifying fraud in medical insurance based on blockchain and deep learning.
Future Gener. Comput. Syst., 2022

Sports match prediction model for training and exercise using attention-based LSTM network.
Digit. Commun. Networks, 2022

Crowdsourcing-based Multi-Device Communication Cooperation for Mobile High-Quality Video Enhancement.
Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

An Intelligent Resource Scheduling Method with Edge Channel Deployment for BPM.
Proceedings of the IEEE Smartworld, 2022

Efficient Federated Learning with Adaptive Channel Pruning for Edge Devices.
Proceedings of the IEEE Smartworld, 2022

DAWAR: Diversity-aware Web APIs Recommendation for Mashup Creation based on Correlation Graph.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Privacy-aware Data Fusion and Prediction for Smart City Services in Edge Computing Environment.
Proceedings of the 2022 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2022

Membership Inference via Backdooring.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Service Caching for Meteorological Emergency Decision-making in Cloud-Edge Computing.
Proceedings of the IEEE International Conference on Web Services, 2022

DeepiForest: A Deep Anomaly Detection Framework with Hashing Based Isolation Forest.
Proceedings of the IEEE International Conference on Data Mining, 2022

TD3 with Reverse KL Regularizer for Offline Reinforcement Learning from Mixed Datasets.
Proceedings of the IEEE International Conference on Data Mining, 2022

Attention-aware Multi-hop Trust Inference in Online Social Networks.
Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022

Domain Knowledge Enhanced Text Mining for Identifying Mental Disorder Patterns.
Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022

Evidence Based Pipeline for Explaining Artificial Intelligence Algorithms with Interactions.
Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022

A Transformer-Based User Satisfaction Prediction for Proactive Interaction Mechanism in DuerOS.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Smart Contract Scams Detection with Topological Data Analysis on Account Interaction.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Imitation Learning to Outperform Demonstrators by Directly Extrapolating Demonstrations.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

A Cricket-Based Selection Hyper-Heuristic for Many-Objective Optimization Problems.
Proceedings of the Advanced Data Mining and Applications - 18th International Conference, 2022

2021
CoPace: Edge Computation Offloading and Caching for Self-Driving With Deep Reinforcement Learning.
IEEE Trans. Veh. Technol., 2021

Clustering-based Efficient Privacy-preserving Face Recognition Scheme without Compromising Accuracy.
ACM Trans. Sens. Networks, 2021

TripRes: Traffic Flow Prediction Driven Resource Reservation for Multimedia IoV with Edge Computing.
ACM Trans. Multim. Comput. Commun. Appl., 2021

Compatibility-Aware Web API Recommendation for Mashup Creation via Textual Description Mining.
ACM Trans. Multim. Comput. Commun. Appl., 2021

Secure Service Offloading for Internet of Vehicles in SDN-Enabled Mobile Edge Computing.
IEEE Trans. Intell. Transp. Syst., 2021

Guest Editorial: Artificial Intelligence for Securing Industrial-Based Cyber-Physical Systems.
IEEE Trans. Ind. Informatics, 2021

Privacy-Aware Data Fusion and Prediction With Spatial-Temporal Context for Smart City Industrial Environment.
IEEE Trans. Ind. Informatics, 2021

Efficient and Lightweight Data Streaming Authentication in Industrial Control and Automation Systems.
IEEE Trans. Ind. Informatics, 2021

Diversified and Scalable Service Recommendation With Accuracy Guarantee.
IEEE Trans. Comput. Soc. Syst., 2021

Location-Aware Service Recommendations With Privacy-Preservation in the Internet of Things.
IEEE Trans. Comput. Soc. Syst., 2021

Service offloading oriented edge server placement in smart farming.
Softw. Pract. Exp., 2021

A blockchain-based computation offloading method for edge computing in 5G networks.
Softw. Pract. Exp., 2021

Point-of-Interest Recommendation with User's Privacy Preserving in an IoT Environment.
Mob. Networks Appl., 2021

Towards effective learning for face super-resolution with shape and pose perturbations.
Knowl. Based Syst., 2021

Large-Scale High-Utility Sequential Pattern Analytics in Internet of Things.
IEEE Internet Things J., 2021

A Low-Cost Two-Tier Fog Computing Testbed for Streaming IoT-Based Applications.
IEEE Internet Things J., 2021

An attention-based category-aware GRU model for the next POI recommendation.
Int. J. Intell. Syst., 2021

Isolation Forest Based Anomaly Detection Framework on Non-IID Data.
IEEE Intell. Syst., 2021

Diversity-aware Web APIs Recommendation with Compatibility Guarantee.
CoRR, 2021

Diversity-aware Web APIs Assignment and Recommendation for Mashup Creation with Compatibility Guarantee.
CoRR, 2021

Membership Inference Attacks on Machine Learning: A Survey.
CoRR, 2021

A WiFi-aware method for mobile data offloading with deadline constraints.
Concurr. Comput. Pract. Exp., 2021

Dynamic server placement in edge computing toward Internet of Vehicles.
Comput. Commun., 2021

A Low-Latency Metadata Service for Geo-Distributed File Systems.
Proceedings of the Web Information Systems Engineering - WISE 2021, 2021

Predicting Parking Occupancy by FPGA-Accelerated DNN Models at Fog Layer.
Proceedings of the IEEE International Conference on Smart Computing, 2021

EAR: An Enhanced Adversarial Regularization Approach against Membership Inference Attacks.
Proceedings of the International Joint Conference on Neural Networks, 2021

GoDeep: Intelligent IoV Service Deployment and Execution with Privacy Preservation in Cloud-edge Computing.
Proceedings of the 2021 IEEE International Conference on Web Services, 2021

Game Theory-Based Task Offloading and Resource Allocation for Vehicular Networks in Edge-Cloud Computing.
Proceedings of the 2021 IEEE International Conference on Web Services, 2021

Computation Offloading and Resource Management for Energy and Cost Trade-Offs with Deep Reinforcement Learning in Mobile Edge Computing.
Proceedings of the Service-Oriented Computing - 19th International Conference, 2021

Source Inference Attacks in Federated Learning.
Proceedings of the IEEE International Conference on Data Mining, 2021

An Optimized Greedy-Based Task Offloading Method for Mobile Edge Computing.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2021

Cooperative Task Offloading for Internet of Vehicles in Cloud-edge Computing.
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 Survey on Explainable Artificial Intelligence Techniques and Challenges.
Proceedings of the 25th International Enterprise Distributed Object Computing Workshop, 2021

International Workshop on Privacy, Security and Trust in Computational Intelligence (PSTCI2021).
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Reliable and Privacy-Preserving Task Matching in Blockchain-Based Crowdsourcing.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Deep Reinforcement Learning Based Iterative Participant Selection Method for Industrial IoT Big Data Mobile Crowdsourcing.
Proceedings of the Advanced Data Mining and Applications - 17th International Conference, 2021

An Empirical Study on Human Flying Imagery Using EEG.
Proceedings of the Advanced Data Mining and Applications - 17th International Conference, 2021

2020
A QoS-aware virtual machine scheduling method for energy conservation in cloud-based cyber-physical systems.
World Wide Web, 2020

Efficient QoS-Aware Service Recommendation for Multi-Tenant Service-Based Systems in Cloud.
IEEE Trans. Serv. Comput., 2020

A Game-Theoretical Approach for User Allocation in Edge Computing Environment.
IEEE Trans. Parallel Distributed Syst., 2020

Introduction to the Special Issue on Privacy and Security in Evolving Internet of Multimedia Things.
ACM Trans. Multim. Comput. Commun. Appl., 2020

BeCome: Blockchain-Enabled Computation Offloading for IoT in Mobile Edge Computing.
IEEE Trans. Ind. Informatics, 2020

Guest Editorial Special Issue on Privacy and Security in Computational Intelligence.
IEEE Trans. Emerg. Top. Comput. Intell., 2020

Weighted tensor nuclear norm minimization for tensor completion using tensor-SVD.
Pattern Recognit. Lett., 2020

Blockchain-based cloudlet management for multimedia workflow in mobile cloud computing.
Multim. Tools Appl., 2020

Diversified service recommendation with high accuracy and efficiency.
Knowl. Based Syst., 2020

Spatial-temporal data-driven service recommendation with privacy-preservation.
Inf. Sci., 2020

An insurance theory based optimal cyber-insurance contract against moral hazard.
Inf. Sci., 2020

Trust-Oriented IoT Service Placement for Smart Cities in Edge Computing.
IEEE Internet Things J., 2020

A balanced virtual machine scheduling method for energy-performance trade-offs in cyber-physical cloud systems.
Future Gener. Comput. Syst., 2020

Privacy-preserving matrix product based static mutual exclusive roles constraints violation detection in interoperable role-based access control.
Future Gener. Comput. Syst., 2020

Multi-dimensional quality-driven service recommendation with privacy-preservation in mobile edge environment.
Comput. Commun., 2020

A Survey of Game Theoretical Privacy Preservation for Data Sharing and Publishing.
Proceedings of the Security and Privacy in Digital Economy, 2020

Dynamic Task Offloading with Minority Game for Internet of Vehicles in Cloud-Edge Computing.
Proceedings of the 2020 IEEE International Conference on Web Services, 2020

Computation Offloading and Content Caching with Traffic Flow Prediction for Internet of Vehicles in Edge Computing.
Proceedings of the 2020 IEEE International Conference on Web Services, 2020

OPHiForest: Order Preserving Hashing Based Isolation Forest for Robust and Scalable Anomaly Detection.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

A Locality Sensitive Hashing Based Approach for Federated Recommender System.
Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020

A Proof-of-Majority Consensus Protocol for Blockchain-enabled Collaboration Infrastructure of 5G Network Slice Brokers.
Proceedings of the BSCI '20: Proceedings of the 2nd ACM International Symposium on Blockchain and Secure Critical Infrastructure, 2020

A Service Computing Framework for Proteomics Analysis and Collaboration of Pathogenic Mechanism Studies.
Proceedings of the 2020 IEEE International Conference on Services Computing, 2020

2019
Scalable Big Data Privacy with MapReduce.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

A Blockchain-Powered Crowdsourcing Method With Privacy Preservation in Mobile Environment.
IEEE Trans. Comput. Soc. Syst., 2019

Finding All You Need: Web APIs Recommendation in Web of Things Through Keywords Search.
IEEE Trans. Comput. Soc. Syst., 2019

Intrusion Detection and Prevention in Cloud, Fog, and Internet of Things.
Secur. Commun. Networks, 2019

An edge computing-enabled computation offloading method with privacy preservation for internet of connected vehicles.
Future Gener. Comput. Syst., 2019

A computation offloading method over big data for IoT-enabled cloud-edge computing.
Future Gener. Comput. Syst., 2019

User attitudes and behaviors toward personalized control of privacy settings on smartphones.
Concurr. Comput. Pract. Exp., 2019

Editorial.
Comput. Intell., 2019

Intelligent Service Recommendation for Cold-Start Problems in Edge Computing.
IEEE Access, 2019

Quality-Aware Service Selection for Multi-Tenant Service Oriented Systems Based on Combinatorial Auction.
IEEE Access, 2019

Load-Aware Computation Offloading with Privacy Preservation for 5G Networks in Edge Computing.
Proceedings of the Mobile Computing, Applications, and Services, 2019

Energy-Efficient Computation Offloading with Privacy Preservation for Edge Computing-Enabled 5G Networks.
Proceedings of the 2019 International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2019

A Multi-Objective Crowdsourcing Method for Mobile Video Streaming.
Proceedings of the 2019 IEEE International Conference on Web Services, 2019

Load-Aware Edge Server Placement for Mobile Edge Computing in 5G Networks.
Proceedings of the Service-Oriented Computing - 17th International Conference, 2019

Privacy-Aware Service Migration for Edge Computing in Urban Cities.
Proceedings of the Cyberspace Safety and Security - 11th International Symposium, 2019

Context-Aware Point-of-Interest Recommendation Algorithm with Interpretability.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2019

Fast Anomaly Detection in Multiple Multi-Dimensional Data Streams.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

An Anti-fraud Framework for Medical Insurance Based on Deep Learning.
Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019

2018
Structural Balance Theory-Based E-Commerce Recommendation over Big Rating Data.
IEEE Trans. Big Data, 2018

An IoT-Oriented Offloading Method with Privacy Preservation for Cloudlet-Enabled Wireless Metropolitan Area Networks.
Sensors, 2018

An Exception Handling Approach for Privacy-Preserving Service Recommendation Failure in a Cloud Environment.
Sensors, 2018

Privacy Issues in Big Data Mining Infrastructure, Platforms, and Applications.
Secur. Commun. Networks, 2018

Hybrid computation offloading for smart home automation in mobile cloud computing.
Pers. Ubiquitous Comput., 2018

Curve fitting based efficient parameter selection for robust provable data possession.
J. Parallel Distributed Comput., 2018

An IoT-Oriented data placement method with privacy preservation in cloud environment.
J. Netw. Comput. Appl., 2018

A two-stage locality-sensitive hashing based approach for privacy-preserving mobile service recommendation in cross-platform edge environment.
Future Gener. Comput. Syst., 2018

Secure Computing for the Internet of Things and Network Edges: Protecting Communication in the Worldwide Network of Devices.
IEEE Consumer Electron. Mag., 2018

Privacy-Aware Data Publishing and Integration for Collaborative Service Recommendation.
IEEE Access, 2018

Density Biased Sampling with Locality Sensitive Hashing for Outlier Detection.
Proceedings of the Web Information Systems Engineering - WISE 2018, 2018

Load Aware Management of Cloudlets for a Wireless Area Metropolitan Network.
Proceedings of the 2018 IEEE SmartWorld, 2018

One Intrusion Detection Method Based On Uniformed Conditional Dynamic Mutual Information.
Proceedings of the 17th IEEE International Conference On Trust, 2018

Asymmetric Commutative Encryption Scheme Based Efficient Solution to the Millionaires' Problem.
Proceedings of the 17th IEEE International Conference On Trust, 2018

A Balanced Cloudlet Management Method for Wireless Metropolitan Area Networks.
Proceedings of the Testbeds and Research Infrastructures for the Development of Networks and Communications, 2018

Bird Eyes: A Cloud-Based Object Detection System for Customisable Surveillance.
Proceedings of the 2018 International Conference on Image and Vision Computing New Zealand, 2018

Big Data Processing in Fog - Smart Parking Case Study.
Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2018

Analyzing Impact Factors for Smartphone Sharing Decisions Using Decision Tree.
Proceedings of the Human-Computer Interaction. Interaction in Context, 2018

Collaborative Network Traffic Analysis via Alternating Direction Method of Multipliers.
Proceedings of the 22nd IEEE International Conference on Computer Supported Cooperative Work in Design, 2018

2017
Keyword Search for Building Service-Based Systems.
IEEE Trans. Software Eng., 2017

A traffic hotline discovery method over cloud of things using big taxi GPS data.
Softw. Pract. Exp., 2017

A Distributed Locality-Sensitive Hashing-Based Approach for Cloud Service Recommendation From Multi-Source Data.
IEEE J. Sel. Areas Commun., 2017

An energy-aware virtual machine scheduling method for service QoS enhancement in clouds over big data.
Concurr. Comput. Pract. Exp., 2017

Privacy-Preserving Detection of Statically Mutually Exclusive Roles Constraints Violation in Interoperable Role-Based Access Control.
Proceedings of the 2017 IEEE Trustcom/BigDataSE/ICESS, Sydney, Australia, August 1-4, 2017, 2017

Amplified Locality-Sensitive Hashing for Privacy-Preserving Distributed Service Recommendation.
Proceedings of the Security, Privacy, and Anonymity in Computation, Communication, and Storage, 2017

Privacy-Preserving Distributed Service Recommendation Based on Locality-Sensitive Hashing.
Proceedings of the 2017 IEEE International Conference on Web Services, 2017

Personalized Quality Centric Service Recommendation.
Proceedings of the Service-Oriented Computing - 15th International Conference, 2017

Efficient Keyword Search for Building Service-Based Systems Based on Dynamic Programming.
Proceedings of the Service-Oriented Computing - 15th International Conference, 2017

LSHiForest: A Generic Framework for Fast Tree Isolation Based Ensemble Anomaly Analysis.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Fast Memory Efficient Local Outlier Detection in Data Streams (Extended Abstract).
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Users' Perceived Control, Trust and Expectation on Privacy Settings of Smartphone.
Proceedings of the Cyberspace Safety and Security - 9th International Symposium, 2017

Two-Phase Locality-Sensitive Hashing for Privacy-Preserving Distributed Service Recommendation.
Proceedings of the Cyberspace Safety and Security - 9th International Symposium, 2017

A Privacy Preserving Platform for MapReduce.
Proceedings of the Applications and Techniques in Information Security, 2017

An inverse collaborative filtering approach for cold-start problem in web service recommendation.
Proceedings of the Australasian Computer Science Week Multiconference, 2017

2016
Fast Memory Efficient Local Outlier Detection in Data Streams.
IEEE Trans. Knowl. Data Eng., 2016

EnReal: An Energy-Aware Resource Allocation Method for Scientific Workflow Executions in Cloud Environment.
IEEE Trans. Cloud Comput., 2016

Time-Aware IoE Service Recommendation on Sparse Data.
Mob. Inf. Syst., 2016

A novel virtual node approach for interactive visual analytics of big datasets in parallel coordinates.
Future Gener. Comput. Syst., 2016

HKE-BC: hierarchical key exchange for secure scheduling and auditing of big data in cloud computing.
Concurr. Comput. Pract. Exp., 2016

Scalable Iterative Implementation of Mondrian for Big Data Multidimensional Anonymisation.
Proceedings of the Security, Privacy and Anonymity in Computation, Communication and Storage, 2016

Service Recommendation Based on Social Balance Theory and Collaborative Filtering.
Proceedings of the Service-Oriented Computing - 14th International Conference, 2016

Scalable Local-Recoding Anonymization using Locality Sensitive Hashing for Big Data Privacy Preservation.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Smart Sampling: A Novel Unsupervised Boosting Approach for Outlier Detection.
Proceedings of the AI 2016: Advances in Artificial Intelligence, 2016

Combining Social Balance Theory and Collaborative Filtering for Service Recommendation in Sparse Environment.
Proceedings of the Advances in Services Computing, 2016

2015
A Big Picture of Integrity Verification of Big Data in Cloud Computing.
Proceedings of the Handbook on Data Centers, 2015

A Time Efficient Approach for Detecting Errors in Big Sensor Data on Cloud.
IEEE Trans. Parallel Distributed Syst., 2015

HireSome-II: Towards Privacy-Aware Cross-Cloud Service Composition for Big Data Applications.
IEEE Trans. Parallel Distributed Syst., 2015

Proximity-Aware Local-Recoding Anonymization with MapReduce for Scalable Big Data Privacy Preservation in Cloud.
IEEE Trans. Computers, 2015

MuR-DPA: Top-Down Levelled Multi-Replica Merkle Hash Tree Based Secure Public Auditing for Dynamic Big Data Storage on Cloud.
IEEE Trans. Computers, 2015

External integrity verification for outsourced big data in cloud and IoT: A big picture.
Future Gener. Comput. Syst., 2015

Using arced axes in parallel coordinates geometry for high dimensional BigData visual analytics in cloud computing.
Computing, 2015

A Context-Aware Service Selection Approach Based on Historical Records.
Proceedings of the International Conference on Cloud Computing and Big Data, 2015

A Social Balance Theory-Based Service Recommendation Approach.
Proceedings of the Advances in Services Computing, 2015

2014
A Scalable Two-Phase Top-Down Specialization Approach for Data Anonymization Using MapReduce on Cloud.
IEEE Trans. Parallel Distributed Syst., 2014

KASR: A Keyword-Aware Service Recommendation Method on MapReduce for Big Data Applications.
IEEE Trans. Parallel Distributed Syst., 2014

Authorized Public Auditing of Dynamic Big Data Storage on Cloud with Efficient Verifiable Fine-Grained Updates.
IEEE Trans. Parallel Distributed Syst., 2014

A hybrid approach for scalable sub-tree anonymization over big data using MapReduce on cloud.
J. Comput. Syst. Sci., 2014

A spatiotemporal compression based approach for efficient big data processing on Cloud.
J. Comput. Syst. Sci., 2014

2013
A Privacy Leakage Upper Bound Constraint-Based Approach for Cost-Effective Privacy Preserving of Intermediate Data Sets in Cloud.
IEEE Trans. Parallel Distributed Syst., 2013

An evaluation method of outsourcing services for developing an elastic cloud platform.
J. Supercomput., 2013

An efficient quasi-identifier index based approach for privacy preservation over incremental data sets on cloud.
J. Comput. Syst. Sci., 2013

CCBKE - Session key negotiation for fast and secure scheduling of scientific applications in cloud computing.
Future Gener. Comput. Syst., 2013

SaC-FRAPP: a scalable and cost-effective framework for privacy preservation over big data on cloud.
Concurr. Comput. Pract. Exp., 2013

Trust-based workflow refactoring for concurrent scheduling in service-oriented environment.
Concurr. Comput. Pract. Exp., 2013

Combining Top-Down and Bottom-Up: Scalable Sub-tree Anonymization over Big Data Using MapReduce on Cloud.
Proceedings of the 12th IEEE International Conference on Trust, 2013

An Iterative Hierarchical Key Exchange Scheme for Secure Scheduling of Big Data Applications in Cloud Computing.
Proceedings of the 12th IEEE International Conference on Trust, 2013

Querying Streaming XML Big Data with Multiple Filters on Cloud.
Proceedings of the 16th IEEE International Conference on Computational Science and Engineering, 2013

Public Auditing for Big Data Storage in Cloud Computing - A Survey.
Proceedings of the 16th IEEE International Conference on Computational Science and Engineering, 2013

A MapReduce Based Approach of Scalable Multidimensional Anonymization for Big Data Privacy Preservation on Cloud.
Proceedings of the 2013 International Conference on Cloud and Green Computing, Karlsruhe, Germany, September 30, 2013

2012
A Collaborative QoS-Aware Service Evaluation Method Among Multi-Users for a Shared Service.
Int. J. Web Serv. Res., 2012

A QoS-aware composition method supporting cross-platform service invocation in cloud environment.
J. Comput. Syst. Sci., 2012

An Association Probability Based Noise Generation Strategy for Privacy Protection in Cloud Computing.
Proceedings of the Service-Oriented Computing - 10th International Conference, 2012

Key Research Issues for Privacy Protection and Preservation in Cloud Computing.
Proceedings of the 2012 Second International Conference on Cloud and Green Computing, 2012

Privacy-Preserving Layer over MapReduce on Cloud.
Proceedings of the 2012 Second International Conference on Cloud and Green Computing, 2012

2011
A data-operation model based on partial vector space for batch processing in workflow.
Concurr. Comput. Pract. Exp., 2011

A QoS-Aware Service Evaluation Method for Co-selecting a Shared Service.
Proceedings of the IEEE International Conference on Web Services, 2011

An Upper-Bound Control Approach for Cost-Effective Privacy Protection of Intermediate Dataset Storage in Cloud.
Proceedings of the IEEE Ninth International Conference on Dependable, 2011

An Authenticated Key Exchange Scheme for Efficient Security-Aware Scheduling of Scientific Applications in Cloud Computing.
Proceedings of the IEEE Ninth International Conference on Dependable, 2011

2010
Preference-Aware QoS Evaluation for Cloud Web Service Composition Based on Artificial Neural Networks.
Proceedings of the Web Information Systems and Mining - International Conference, 2010

A Novel Local Optimization Method for QoS-Aware Web Service Composition.
Proceedings of the Web Information Systems and Mining - International Conference, 2010

A QoS-aware Web Service Selection Method Based on Credibility Evaluation.
Proceedings of the 12th IEEE International Conference on High Performance Computing and Communications, 2010

2009
A Global QoS-Driven Evaluation Strategy for Web Services Composition.
Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2009


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