Current position: Home >> Scientific Research
Joe

Personal Information

Professor  
Supervisor of Doctorate Candidates  
Supervisor of Master's Candidates  

Scientific Research

    Research Directions & Interests

            Complex Network & Social Network Analysis

                    Complex Network Model, Related Algorithms and Social Network Analysis, etc.

            Maching Learning & Data Mining   

                    Network Embedding, Deep Learning, etc.

            Big Data Analysis/Artificial Intelligence

                    Manufactoring Big Data Analysis, Mining for Intelligent Scheduling, Production Quality Control, Open source Big Data Analysis, etc.


    I. Complex network

    ■ Complex network model and Related algorithms

                üNetwork fusion

                üCommunity detection

                üLink prediction


    ■ Social Network Analysis

                üInfluence maximization problem

                üFeatured/dynamic networks analysis


    social network analysis.jpg


    ■ Community detection


    community detection.jpg


    ■ Vital node identification


    vital node identification.jpg


    II. Network embedding

    network embedding.jpg


    III. Deep learning research and realted applications


    deep learning research and related applications.jpg


    IV. Manufactoring Big Data Analysis


    ■ Intelligent Manufacturing Scheduling


    manufactoring big data analysis.jpg


    ■ Full life-cycle quality control oriented data mining


    full life-cycle quality control oriented data mining.jpg