Fuzzy c-Least Medians clustering for discovery of web access patterns from web user sessions data

[1]  Çagdas Hakan Aladag,et al.  Determining the most proper number of cluster in fuzzy clustering by using artificial neural networks , 2011, Expert Syst. Appl..

[2]  Yu Yaxiu,et al.  Web Usage Mining Based on Fuzzy Clustering , 2009, 2009 International Forum on Information Technology and Applications.

[3]  Hoel Le Capitaine,et al.  A Cluster-Validity Index Combining an Overlap Measure and a Separation Measure Based on Fuzzy-Aggregation Operators , 2011, IEEE Transactions on Fuzzy Systems.

[4]  M. A. Balafar Fuzzy C-mean based brain MRI segmentation algorithms , 2012, Artificial Intelligence Review.

[5]  Mohamed Jemni,et al.  Recommendation Systems for Personalized Technology-Enhanced Learning , 2015 .

[6]  Jane Cleland-Huang,et al.  User-Constrained Clustering in Online Requirements Forums , 2015, REFSQ.

[7]  Jun Yang,et al.  A novel cluster validity index for fuzzy clustering based on bipartite modularity , 2014, Fuzzy Sets Syst..

[8]  Sireesha Rodda,et al.  An Overview on Web Usage Mining , 2015 .

[9]  Babak Rezaee,et al.  A cluster validity index for fuzzy clustering , 2010, Fuzzy Sets Syst..

[10]  A. Vinaya Babu,et al.  A Fuzzy Clustering Based Approach for Mining Usage Profiles from Web Log Data , 2015, ArXiv.

[11]  A. Vinaya Babu,et al.  A Fuzzy Approach for Feature Evaluation and Dimensionality Reduction to Improve the Quality of Web Usage Mining Results , 2015, ArXiv.

[12]  Hichem Frigui,et al.  Unsupervised clustering and feature weighting based on Generalized Dirichlet mixture modeling , 2014, Inf. Sci..

[13]  Jie Lu,et al.  Web-Page Recommendation Based on Web Usage and Domain Knowledge , 2014 .

[14]  Prakash K. Aithal,et al.  Neuro-Fuzzy Based Hybrid Model for Web Usage Mining , 2015 .

[15]  Sushil K. Chaturvedi,et al.  Web Usage Mining through Efficient Genetic Fuzzy C-Means , 2014 .

[16]  Zahid Ansari,et al.  A Fuzzy Set Theoretic approach to discover user sessions from web navigational data , 2011, 2011 IEEE Recent Advances in Intelligent Computational Systems.

[17]  K. Suresh Improved FCM Algorithm for Clustering on Web Usage Mining , 2011, 2011 International Conference on Computer and Management (CAMAN).

[18]  Fan Yang,et al.  A power efficient 1.0625-3.125 Gb/s serial transceiver in 130 nm digital CMOS for multi-standard applications , 2013, Science China Information Sciences.

[19]  Yajie Wang,et al.  A Brief Survey on Fuzzy Cognitive Maps Research , 2015, ICIC.

[20]  Richard Weber,et al.  Soft clustering - Fuzzy and rough approaches and their extensions and derivatives , 2013, Int. J. Approx. Reason..

[21]  Anil Kumar Gupta,et al.  A Comparative study Between Fuzzy Clustering Algorithm and Hard Clustering Algorithm , 2014, ArXiv.

[22]  Abdolhossein Sarrafzadeh,et al.  Fuzzy C-means based on Automated Variable Feature Weighting , 2013 .

[23]  Syed Abdul Sattar,et al.  A fuzzy neural network based framework to discover user access patterns from web log data , 2017, Adv. Data Anal. Classif..

[24]  O. A. Mohamed Jafar,et al.  A Comparative Study of Hard and Fuzzy Data Clustering Algorithms with Cluster Validity Indices , 2013 .

[25]  Inderveer Chana,et al.  A survey of clustering techniques for big data analysis , 2014, 2014 5th International Conference - Confluence The Next Generation Information Technology Summit (Confluence).

[26]  Francesco Marcelloni,et al.  A fuzzy system for profiling web portal users from web access log , 2006, J. Intell. Fuzzy Syst..

[27]  H.-J. Zimmermann Fuzzy set theory , 2010 .

[28]  Salvatore Sessa,et al.  A segmentation method for images compressed by fuzzy transforms , 2010, Fuzzy Sets Syst..

[29]  Francisco Herrera,et al.  A Historical Account of Types of Fuzzy Sets and Their Relationships , 2016, IEEE Transactions on Fuzzy Systems.

[30]  Tengke Xiong,et al.  An Intelligent Anti-phishing Strategy Model for Phishing Website Detection , 2012, 2012 32nd International Conference on Distributed Computing Systems Workshops.

[31]  Liang Hu,et al.  A Classification of Cluster Validity Indexes Based on Membership Degree and Applications , 2011, WISM.

[32]  Sebti Foufou,et al.  A FCM and SURF Based Algorithm for Segmentation of Multispectral Face Images , 2013, 2013 International Conference on Signal-Image Technology & Internet-Based Systems.

[33]  Tanvir Habib Sardar,et al.  Detection and confirmation of web robot requests for cleaning the voluminous web log data , 2014, 2014 International Conference on the IMpact of E-Technology on US (IMPETUS).

[34]  J. Vellingiri,et al.  A Novel Approach for User Navigation Pattern Discovery and Analysis for Web Usage Mining , 2015, J. Comput. Sci..

[35]  Peiying Zhao,et al.  Web usage mining based on fuzzy clustering in identifying target group , 2009, 2009 ISECS International Colloquium on Computing, Communication, Control, and Management.

[36]  Amit Konar,et al.  An improved fuzzy clustering method using modified Fukuyama-Sugeno cluster validity index , 2011, 2011 International Conference on Recent Trends in Information Systems.

[37]  Yves Lechevallier,et al.  A multi-view relational fuzzy c-medoid vectors clustering algorithm , 2015, Neurocomputing.

[38]  Syed Abdul Sattar,et al.  Mountain density-based fuzzy approach for discovering web usage clusters from web log data , 2015, Fuzzy Sets Syst..

[39]  Nicolas Labroche,et al.  Online fuzzy medoid based clustering algorithms , 2014, Neurocomputing.

[40]  Chetan Kumar,et al.  A new approach for a proxy-level web caching mechanism , 2008, Decis. Support Syst..

[41]  M. Amparo Vila,et al.  Obtaining User Profiles Via Web Usage Mining , 2008, IADIS European Conf. Data Mining.

[42]  G. N. Srinivasan,et al.  Segmentation techniques for target recognition , 2008 .

[43]  Yves Lechevallier,et al.  A Fuzzy C-Medoids Clustering Algorithm Based on Multiple Dissimilarity Matrices , 2013, 2013 Brazilian Conference on Intelligent Systems.

[44]  Zhao Zaixin,et al.  Neighbourhood weighted fuzzy c-means clustering algorithm for image segmentation , 2014 .

[45]  Miin-Shen Yang,et al.  Robust cluster validity indexes , 2009, Pattern Recognit..

[46]  Himansu Sekhar Behera,et al.  Fuzzy C-Means (FCM) Clustering Algorithm: A Decade Review from 2000 to 2014 , 2015 .

[47]  Giovanna Castellano,et al.  Similarity-Based Fuzzy Clustering for User Profiling , 2007, 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops.

[48]  Zahid Ansari,et al.  Advanced Data Preprocessing and Soft Computing Based Web Usage Pattern Discovery , 2015 .

[49]  Dipak Kumar Basu,et al.  A modified fuzzy C‐means algorithm using scale control spatial information for MRI image segmentation in the presence of noise , 2015 .

[50]  Vishal Mahajan,et al.  Usage patterns discovery from a web log in an Indian e-learning site: A case study , 2014, Education and Information Technologies.

[51]  M. J. del Jesus,et al.  Web usage mining to improve the design of an e-commerce website: OrOliveSur.com , 2012, Expert Syst. Appl..

[52]  S. Ganeshmoorthy,et al.  An Improved Intellectual Analysis Precedence and Storage for Business Intelligence from Web Uses Access Data , 2015 .

[53]  A. Vinaya Babu,et al.  Discovery of Web Usage Profiles Using Various Clustering Techniques , 2015, ArXiv.

[54]  J. CarmonaC.,et al.  Web usage mining to improve the design of an e-commerce website , 2012 .

[55]  Shanlin Yang,et al.  Fuzziness parameter selection in fuzzy c-means: The perspective of cluster validation , 2014, Science China Information Sciences.

[56]  Ying Wah Teh,et al.  Using Incremental Fuzzy Clustering to Web Usage Mining , 2009, 2009 International Conference of Soft Computing and Pattern Recognition.

[57]  Katsuhiro Honda,et al.  Application of xie-beni-type validity index to fuzzy co-clustering models based on cluster aggregation and pseudo-cluster-center estimation , 2014, 2014 14th International Conference on Intelligent Systems Design and Applications.

[58]  A. Vinaya Babu,et al.  Quantitative Evaluation of Performance and Validity Indices for Clustering the Web Navigational Sessions , 2015, ArXiv.

[59]  Didier Dubois,et al.  The legacy of 50 years of fuzzy sets: A discussion , 2015, Fuzzy Sets Syst..

[60]  Poonam Gupta,et al.  Proxy-Side Web Prefetching Scheme for Efficient Bandwidth Usage: A Probabilistic Method , 2014 .