Mining event logs for knowledge discovery based on adaptive efficient fuzzy Kohonen clustering network

Multi-classifier information fusion in risk analysis

(2020) Yue Pan et al.   Information Fusion

BIM log mining: Learning and predicting design commands

(2020) Yue Pan et al.   AUTOMATION IN CONSTRUCTION

Clustering of designers based on building information modeling event logs

(2020) Yue Pan et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A review of building information modeling (BIM) and the internet of things (IoT) devices integration: Present status and future trends

(2019) Shu Tang et al.   AUTOMATION IN CONSTRUCTION

BIM log mining: Exploring design productivity characteristics

(2019) Yue Pan et al.   AUTOMATION IN CONSTRUCTION

Extracting useful knowledge from event logs: A frequent itemset mining approach

(2018) Youcef Djenouri et al.   KNOWLEDGE-BASED SYSTEMS

A new clustering validity index for arbitrary shape of clusters

(2018) Soo-Hyun Lee et al.   PATTERN RECOGNITION LETTERS

Knowledge-leveraged transfer fuzzy C -Means for texture image segmentation with self-adaptive cluster prototype matching

(2017) Pengjiang Qian et al.   KNOWLEDGE-BASED SYSTEMS

Multi-stage design space reduction and metamodeling optimization method based on self-organizing maps and fuzzy clustering

(2016) Haobo Qiu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Fuzzy C-Means clustering of incomplete data based on probabilistic information granules of missing values

(2016) Liyong Zhang et al.   KNOWLEDGE-BASED SYSTEMS

Organizing Books and Authors by Multilayer SOM

(2016) Haijun Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

A New Fuzzy Clustering Validity Index With a Median Factor for Centroid-Based Clustering

(2015) Chih-Hung Wu et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Novel initialization scheme for Fuzzy C-Means algorithm on color image segmentation

(2013) Khang Siang Tan et al.   APPLIED SOFT COMPUTING

A comparative study of efficient initialization methods for the k-means clustering algorithm

(2012) M. Emre Celebi et al.   EXPERT SYSTEMS WITH APPLICATIONS

Fuzzy Kohonen clustering networks for interval data

(2012) Carlos W.D. de Almeida et al.   NEUROCOMPUTING

Finding “interesting” trends in social networks using frequent pattern mining and self organizing maps

(2011) Puteri N.E. Nohuddin et al.   KNOWLEDGE-BASED SYSTEMS

Comparing the performance of traditional cluster analysis, self-organizing maps and fuzzy C-means method for strategic grouping

(2009) Cenk Budayan et al.   EXPERT SYSTEMS WITH APPLICATIONS

Clustering: A neural network approach

(2009) K.-L. Du   NEURAL NETWORKS

An new initialization method for fuzzy c-means algorithm

(2008) Kaiqi Zou et al.   Fuzzy Optimization and Decision Making

Web mining based on Growing Hierarchical Self-Organizing Maps: Analysis of a real citizen web portal☆

(2007) A SORIANOASENSI et al.   EXPERT SYSTEMS WITH APPLICATIONS