Ji Zhang

CoRR, 2021

EMM-CLODS: An Effective Microcluster and Minimal Pruning CLustering-Based Technique for Detecting Outliers in Data Streams.

[BibT_eX]

[DOI]

Complex., 2021

Locally differentially private distributed algorithms for set intersection and union.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2021

What Happens Behind the Scene? Towards Fraud Community Detection in E-Commerce from Online to Offline.

[BibT_eX]

[DOI]

Proceedings of the Companion of The Web Conference 2021, 2021

ATJ-Net: Auto-Table-Join Network for Automatic Learning on Relational Databases.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Learning Probabilistic Latent Structure for Outlier Detection from Multi-view Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

Live-Streaming Fraud Detection: A Heterogeneous Graph Neural Network Approach.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Enhanced Knowledge Graph Embedding for Multi-Task Recommendation via Integrating Attribute Information and High-Order Connectivity.

[BibT_eX]

[DOI]

Proceedings of the IJCKG'21: The 10th International Joint Conference on Knowledge Graphs, Virtual Event, Thailand, December 6, 2021

Interactive Quantum Classifier Inspired by Quantum Open System Theory.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Quantum Correlation Revealed by Bell State for Classification Tasks.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

MDNN: A Multimodal Deep Neural Network for Predicting Drug-Drug Interaction Events.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

A Generic Knowledge Based Medical Diagnosis Expert System.

[BibT_eX]

[DOI]

Proceedings of the iiWAS2021: The 23rd International Conference on Information Integration and Web Intelligence, Linz, Austria, 29 November 2021, 2021

AdaBoosting Clusters on Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

Large-scale Fake Click Detection for E-commerce Recommendation Systems.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

TAGCN: Typed Attention Graph Convolutional Networks for Entity Alignment in Cross-lingual Knowledge Graphs.

[BibT_eX]

[DOI]

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

AutoEncoder for Neuroimage.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2021

An Effective Algorithm for Classification of Text with Weak Sequential Relationships.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2021

Cognitive Visual Commonsense Reasoning Using Dynamic Working Memory.

[BibT_eX]

[DOI]

Proceedings of the Big Data Analytics and Knowledge Discovery, 2021

LSTM Based Sentiment Analysis for Cryptocurrency Prediction.

[BibT_eX]

[DOI]

Jayachander Surbiryala

Vasileios Iosifidis

Zhen Liu

Proceedings of the Database Systems for Advanced Applications, 2021

Improving Irregularly Sampled Time Series Learning with Time-Aware Dual-Attention Memory-Augmented Networks.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

VAGA: Towards Accurate and Interpretable Outlier Detection Based on Variational Auto-Encoder and Genetic Algorithm for High-Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Mining health knowledge graph for health risk prediction.

[BibT_eX]

[DOI]

World Wide Web, 2020

A general extensible learning approach for multi-disease recommendations in a telehealth environment.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2020

Feature-Based Learning in Drug Prescription System for Medical Clinics.

[BibT_eX]

[DOI]

Neural Process. Lett., 2020

High average-utility sequential pattern mining based on uncertain databases.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2020

Enhanced sequence labeling based on latent variable conditional random fields.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Constructing a knowledge-based heterogeneous information graph for medical health status classification.

[BibT_eX]

[DOI]

Health Inf. Sci. Syst., 2020

Relational intelligence recognition in online social networks - A survey.

[BibT_eX]

[DOI]

Comput. Sci. Rev., 2020

Distant Supervision for E-commerce Query Segmentation via Attention Network.

[BibT_eX]

[DOI]

CoRR, 2020

A Survey on Contact Tracing: the Latest Advancements and Challenges.

[BibT_eX]

[DOI]

CoRR, 2020

AI Marker-based Large-scale AI Literature Mining.

[BibT_eX]

[DOI]

CoRR, 2020

Method and Dataset Entity Mining in Scientific Literature: A CNN + Bi-LSTM Model with Self-attention.

[BibT_eX]

[DOI]

CoRR, 2020

Deep Interest-Shifting Network with Meta-Embeddings for Fresh Item Recommendation.

[BibT_eX]

[DOI]

Complex., 2020

Proof Learning in PVS With Utility Pattern Mining.

[BibT_eX]

[DOI]

M. Saqib Nawaz

IEEE Access, 2020

Efficient Chain Structure for High-Utility Sequential Pattern Mining.

[BibT_eX]

[DOI]

Yuanfa Li

IEEE Access, 2020

Flexible and Adaptive Fairness-aware Learning in Non-stationary Data Streams.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

Predicting Workplace Injuries Using Machine Learning Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020

Recommendation on Heterogeneous Information Network with Type-Sensitive Sampling.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

Category-aware Graph Neural Networks for Improving E-commerce Review Helpfulness Prediction.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

A Block-Level RNN Model for Resume Block Classification.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Effective Tuple-based Anonymization for Massive Streaming Categorical Data.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

A Data-driven Human Responsibility Management System.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Context-aware Adaptive Outlier Detection in Trajectory Data.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Using Machine Learning to Automate Mammogram Images Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019

On relational learning and discovery in social networks: a survey.

[BibT_eX]

[DOI]

Leonard Tan

Xiaohui Tao

Int. J. Mach. Learn. Cybern., 2019

Efficient and secure multi-dimensional geometric range query over encrypted data in cloud.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2019

Method and Dataset Mining in Scientific Papers.

[BibT_eX]

[DOI]

CoRR, 2019

The 1st International Workshop on Context-Aware Recommendation Systems with Big Data Analytics (CARS-BDA).

[BibT_eX]

[DOI]

Xiangmin Zhou

Yanchun Zhang

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

Learning Relational Fractals for Deep Knowledge Graph Embedding in Online Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2019, 2019

SLIND+: Stable LINk Detection.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering, 2019

Personalised Drug Prescription for Dental Clinics Using Word Embedding.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering, 2019

Mining Multispectral Aerial Images for Automatic Detection of Strategic Bridge Locations for Disaster Relief Missions.

[BibT_eX]

[DOI]

Hafiz Suliman Munawar

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2019

An Efficient Chain Structure to Mine High-Utility Sequential Patterns.

[BibT_eX]

[DOI]

Yuanfa Li

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

MeKG: Building a Medical Knowledge Graph by Data Mining from MEDLINE.

[BibT_eX]

[DOI]

Proceedings of the Brain Informatics - 12th International Conference, 2019

Identification of Stress Impact on Personality Density Distributions.

[BibT_eX]

[DOI]

Proceedings of the Brain Informatics - 12th International Conference, 2019

Method and Dataset Mining in Scientific Papers.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Twitter Analysis for Depression on Social Networks based on Sentiment and Stress.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Behavioral, 2019

2018

A novel social network hybrid recommender system based on hypergraph topologic structure.

[BibT_eX]

[DOI]

World Wide Web, 2018

An infrastructure framework for privacy protection of community medical internet of things - Transmission protection, storage protection and access control.

[BibT_eX]

[DOI]

World Wide Web, 2018

FrauDetector+: An Incremental Graph-Mining Approach for Efficient Fraudulent Phone Call Detection.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2018

Exploiting highly qualified pattern with frequency and weight occupancy.

[BibT_eX]

[DOI]

Wensheng Gan

Han-Chieh Chao

Justin Zhan

Knowl. Inf. Syst., 2018

A tourism destination recommender system using users' sentiment and temporal dynamics.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2018

Drug prescription support in dental clinics through drug corpus mining.

[BibT_eX]

[DOI]

Int. J. Data Sci. Anal., 2018

A Novel Differential Privacy Recommendation Method Based on a Distributed Framework.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

PPSF: An Open-Source Privacy-Preserving and Security Mining Framework.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

On Link Stability Detection for Online Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2018

A Metaheuristic Algorithm for Hiding Sensitive Itemsets.

[BibT_eX]

[DOI]

Yuyu Zhang

Proceedings of the Database and Expert Systems Applications, 2018

A Recommender System with Advanced Time Series Medical Data Analysis for Diabetes Patients in a Telehealth Environment.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2018

Anonymization of Multiple and Personalized Sensitive Attributes.

[BibT_eX]

[DOI]

Qiankun Liu

Proceedings of the Big Data Analytics and Knowledge Discovery, 2018

SLIND: Identifying Stable Links in Online Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

Detecting Relational States in Online Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Behavioral, 2018

Exploring the Use of a Network Model in Drug Prescription Support for Dental Clinics.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Behavioral, 2018

A Genetic Algorithm Based Technique for Outlier Detection with Fast Convergence.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 14th International Conference, 2018

2017

A survey of itemset mining.

[BibT_eX]

[DOI]

WIREs Data Mining Knowl. Discov., 2017

On Efficient and Robust Anonymization for Privacy Protection on Massive Streaming Categorical Information.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2017

A two-phase approach to mine short-period high-utility itemsets in transactional databases.

[BibT_eX]

[DOI]

Jiexiong Zhang

Tzung-Pei Hong

Adv. Eng. Informatics, 2017

FRIOD: A Deeply Integrated Feature-Rich Interactive System for Effective and Efficient Outlier Detection.

[BibT_eX]

[DOI]

Xiaodong Zhu

Hongzhou Li

Liang Chang

IEEE Access, 2017

Coupling a Fast Fourier Transformation With a Machine Learning Ensemble Model to Support Recommendations for Heart Disease Patients in a Telehealth Environment.

[BibT_eX]

[DOI]

IEEE Access, 2017

Knowledge Graph Embedding by Dynamic Translation.

[BibT_eX]

[DOI]

IEEE Access, 2017

Coupling topic modelling in opinion mining for social media analysis.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Web Intelligence, 2017

An Efficient and Secure Itinerary-Based Data Aggregation Algorithm for WSNs.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Trustcom/BigDataSE/ICESS, Sydney, Australia, August 1-4, 2017, 2017

A Fast Fourier Transform-Coupled Machine Learning-Based Ensemble Model for Disease Risk Prediction Using a Real-Life Dataset.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Mining Drug Properties for Decision Support in Dental Clinics.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

2016

An intelligent recommender system based on predictive analysis in telehealthcare environment.

[BibT_eX]

[DOI]

Web Intell., 2016

Decision support systems for adoption in dental clinics: A survey.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2016

Explore Interregional EEG Correlations Changed by Sport Training Using Feature Selection.

[BibT_eX]

[DOI]

Jia Gao

Wei Wang

Comput. Intell. Neurosci., 2016

PFrauDetector: A Parallelized Graph Mining Approach for Efficient Fraudulent Phone Call Detection.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on Parallel and Distributed Systems, 2016

NSSSD: A new semantic hierarchical storage for sensor data.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Computer Supported Cooperative Work in Design, 2016

Sentiment Analysis for Depression Detection on Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016

IRS-HD: An Intelligent Personalized Recommender System for Heart Disease Patients in a Tele-Health Environment.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016

Adopting Hybrid Descriptors to Recognise Leaf Images for Automatic Plant Specie Identification.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016

GO-PEAS: A Scalable Yet Accurate Grid-Based Outlier Detection Method Using Novel Pruning Searching Techniques.

[BibT_eX]

[DOI]

Proceedings of the Artificial Life and Computational Intelligence, 2016

2015

A standardized design methodology for complex digital logic components of cyber-physical systems.

[BibT_eX]

[DOI]

Microprocess. Microsystems, 2015

Detecting anomalies from big network traffic data using an adaptive detection approach.

[BibT_eX]

[DOI]

Inf. Sci., 2015

An Intelligent Recommender System Based on Short-Term Risk Prediction for Heart Disease Patients.

[BibT_eX]

[DOI]

Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

A Study of Drug Interaction for Personalised Decision Support in Dental Clinics.

[BibT_eX]

[DOI]

Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

Efficient Algorithms for Scheduling XML Data in a Mobile Wireless Broadcast Environment.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Conference on Parallel and Distributed Systems, 2015

2014

Outlier detection from large distributed databases.

[BibT_eX]

[DOI]

Xiaohui Tao

Hua Wang

World Wide Web, 2014

A Novel Artificial Immune Algorithm for Spatial Clustering with Obstacle Constraint and Its Applications.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2014

Positive Influence Dominating Set Games.

[BibT_eX]

[DOI]

Proceedings of the IEEE 18th International Conference on Computer Supported Cooperative Work in Design, 2014

2013

SIMS: Self-adaptive Intelligent Monitoring System for Supporting Home-Based Heart Failure Patients.

[BibT_eX]

[DOI]

Proceedings of the Inclusive Society: Health and Wellbeing in the Community, and Care at Home, 2013

SODIT: An innovative system for outlier detection using multiple localized thresholding and interactive feedback.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

A self-stabilizing protocol for minimal weighted dominating sets in arbitrary networks.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 17th International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2013

An efficient and robust privacy protection technique for massive streaming choice-based information.

[BibT_eX]

[DOI]

Xuemei Liu

Yonglong Luo

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Telemedicine and Telemonitoring in Healthcare.

[BibT_eX]

[DOI]

Proceedings of the Brain and Health Informatics - International Conference, 2013

Minimising K-Dominating Set in Arbitrary Network Graphs.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 9th International Conference, 2013

A Self-Stabilizing Algorithm for Finding a Minimal Positive Influence Dominating Set in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth Australasian Database Conference, 2013

Mapping Semantic Knowledge for Unsupervised Text Categorisation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth Australasian Database Conference, 2013

2012

An Innovative Outlier Detection Method Using Localized Thresholds.

[BibT_eX]

[DOI]

Jie Cao

Xiaodong Zhu

Proceedings of the Data and Knowledge Engineering - Third International Conference, 2012

A Self-stabilizing Algorithm for Finding a Minimal K-Dominating Set in General Networks.

[BibT_eX]

[DOI]

Proceedings of the Data and Knowledge Engineering - Third International Conference, 2012

Detecting global outliers from large distributed databases.

[BibT_eX]

[DOI]

Jie Cao

Xiaodong Zhu

Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

2011

Privacy-aware access control with trust management in web service.

[BibT_eX]

[DOI]

World Wide Web, 2011

Detecting anomalies from high-dimensional wireless network data streams: a case study.

[BibT_eX]

[DOI]

Soft Comput., 2011

Positive Influence Dominating Set in E-Learning Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Web-Based Learning - ICWL 2011, 2011

A Novel Fuzzy Logic Based Bit Freezing Technique to Improve Gene Specific Co-regulation Discovery from Gene Expression Databases.

[BibT_eX]

[DOI]

Yonglong Luo

Proceedings of the Thirty-Fourth Australasian Computer Science Conference, 2011

2010

A 3D RRAM Using a Stackable Multi-Layer 1TXR Cell.

[BibT_eX]

[DOI]

IEICE Trans. Electron., 2010

Privacy-Preserving Protocols for String Matching.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on Network and System Security, 2010

On Memory and I/O Efficient Duplication Detection for Multiple Self-clean Data Sources.

[BibT_eX]

[DOI]