Publications

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Journal Papers

H. Alizadeh, M. Yousefnezhad, B. Minaei-Bidgoli, Wisdom of Crowds Cluster Ensemble, Intelligent Data Analysis, IOS Press, ISI Expanded, will be appeared in Vol. 19, No. 3, 2015 (preprint).

H. Alizadeh, R. Hosseinzadeh, E. Nazemi, Community Detection Ensemble in Social Networks, Journal of Iranian Association of Electrical and Electronic Engineering (JIAEEE), Vol. 11, No.2, p. 49-60, ISC Indexed, 2014, (in Persian) (pdf, link).

H. Alizadeh, B. Minaei-Bidgoli, H. Parvin, To Improve the Quality of Cluster Ensembles by Selecting a Subset of Base Clusters, Journal of Experimental & Theoretical Artificial Intelligence (JETAI), Taylor and Francis, ISI Expanded, Vol. 26, No. 1, p. 127-150, 2014 (pdf, link).

H. Alizadeh, B. Minaei-Bidgoli, H. Parvin, Cluster Ensemble Selection Based on a New Cluster Stability Measure, Intelligent Data Analysis, IOS Press, ISI Expanded, Vol 18, No.3, p. 389-408, 2014 (preprint, link).

Minaei-Bidgoli B., Parvin H., Alinejad R.H., Alizadeh H., and William F. Punch “Effects of Resampling Method and Adaptation on Clustering Ensemble Efficacy”, Artificial Intelligence Review, Springer, ISI Expanded, Vol. 41, No. 1, p. 27-48, 2014 (pdf, link).

H. Alizadeh, B. Minaei-Bidgoli, H. Parvin, Optimizing Fuzzy Cluster Ensemble in String Representation, International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), World Scientific, ISI Expanded, Vol 27, No. 2, p. 1350005 (1-22), 2013 (pdf, link).

H. Alizadeh, Parvin H., Parvin S., “A Framework for Cluster Ensemble Based on a Max Metric as Cluster Evaluator” IAENG International Journal of Computer Science, IJCS, Scopus Indexed, Vol. 39, No.1, 2012 (pdf).

H. Alizadeh, M. Moshki, H. Parvin, and B. Minaei-Bidgoli, “Clustering Ensemble Based on a Subset of Primary Clusters”, Biannual Journal of Signal and Data Processing (JSDP), Research Center of Intelligent Signal Processing, Vol. 13, No. 1, p. 19-32, ISC Indexed, 2011 (in Persian) (pdf, link).

Alizadeh H., Parvin H., Alinejad R.H., Mozayani N.: “Surface Matching Degree”. Australian Journal of Basic and Applied Sciences, Vol. 5, No. 9, p. 653-660, ISI Indexed, 2011 (pdf).

Parvin H., H. Alizadeh, “Classifier Ensemble Based Class Weighting” American Journal of Scientific Research, AJSR, Issue 19, p. 84-90, 2011 (pdf).

Parvin H., H. Alizadeh: "Effect of Histogram Equalization in Face Detection Using Spatial Histogram Features", Journal of Convergence Information Technology, JCIT, Scopus Indexed, Vol. 6, No. 9, p. 296-301, 2011 (pdf).

H. Alizadeh, B. Minaei-Bidgoli and S.K. Amirgholipour, A New Method for Improving the Performance of K Nearest Neighbor using Clustering Technique, Journal of Convergence Information Technology, JCIT, Scopus Indexed, Vol. 4, No. 2, p. 84-92, 2009 (pdf).

H. Parvin, H. Alizadeh and B. Minaei-Bidgoli, Using Clustering for Generating Diversity in Classifier Ensemble, International Journal of Digital Content: Technology and its Application, JDCTA, Scopus Indexed, Vol. 3, No. 1, p. 51-57, 2009 (pdf).

H. Parvin, H. Alizadeh and B. Minaei-Bidgoli, A New Method for Constructing Classifier Ensembles, International Journal of Digital Content: Technology and its Application, JDCTA, Scopus Indexed, Vol. 3, No. 2, p. 62-66, 2009 (pdf).

 

Book Chapters
H. Parvin, H. Alizadeh and B. Minaei-Bidgoli, “A New Divide and Conquer Based Classification for OCR”, In M. Crisan (Ed): Convergence and Hybrid Information Technologies; In-Tech Education and Publishing, p. 1-10, ISBN: 978-953-307-068-1, Austria, 2010 (pdf).

H. Parvin, H. Alizadeh and B. Minaei-Bidgoli, “Validation Based Modified K-Nearest Neighbor”, IAENG Transactions on Engineering Technologies, Vol. II–Special Edition of the World Congress on Engineering and Computer Science, AIP, Vol. 1127, p. 153-161, ISBN: 978-0-7354-0663-6, 2009 (link, preprint).

 

Lecture Notes

H. Alizadeh, H. Parvin, S. Parvin, Z. Rezaei, M. Mohamadi, "A Max Metric to Evaluate a Cluster", HAIS 2012, LNCS 7208, p. 255-266, 2012 (link).

H. Parvin, H. Alizadeh, S. Parvin, B. Maleki, "A Heuristic Diversity Production Approach", ICCSA 2012, LNCS 7335, p. 647-656, 2012 (link).

Alizadeh H., Minaei-Bidgoli B., Parvin H., Moshki M.: An Asymmetric Criterion for Cluster Validation. DCAI 2011, SCI 363, p. 1–14, 2011 (link).

Alizadeh H., Minaei-Bidgoli B., Parvin H.: “A New Criterion for Clusters Validation”, EANN/AIAI 2011, IFIP AICT 364, p. 110–115, 2011 (link).

Alizadeh H., Parvin H., Moshki M., Minaei-Bidgoli B., “A New Clustering Ensemble Framework”, INCT 2011, CCIS 241, p. 216–224, 2011 (link).

Parvin H., Minaei-Bidgoli B., Alizadeh H.: "A New Adaptive Framework for Classifier Ensemble in Multiclass Large Data", ICCSA 2011, LNCS 6782, p. 526–536, 2011 (link).

Parvin H., Minaei-Bidgoli B., Alizadeh H., “A New Clustering Algorithm with the Convergence Proof”, KES 2011, LNAI 6881, p. 21–31, 2011 (link).

Parvin H., Minaei-Bidgoli B., Alizadeh H., “A Heuristic Classifier Ensemble for Huge Datasets”, AMT 2011, LNCS 6890, p. 29–38, 2011 (link).

Parvin H., Minaei-Bidgoli B., Alizadeh H., “Detection of Cancer Patients Using an Innovative Method for Learning at Imbalanced Datasets”, RSKT 2011, LNCS 6954, p. 376–381, 2011(link).

Parvin H., Minaei-Bidgoli B., Alizadeh H., A, Beigi, “A Novel Classifier Ensemble Method Based on Class Weightening in Huge Dataset”, ISNN 2011, LNCS 6676, p. 144–150, 2011(link).

 

Conference Papers

M. Ghasempour-Ganji, A. Seifi, H. Alizadeh, Community Detection in Social Networks, IESC, Najafabad, 2014 (in Persian) (pdf).

A. Reihanian, H. Alizadeh, B. Minaei, Content Analysis, a New Approach for Improving the Performance of Community Detection, National Innovation Conference on Computer Engineering and Information Technology, Tonekabon, December 12, 2013 (in Persian) (pdf, poster).

A. Reihanian, H. Alizadeh, B. Minaei, Topic-Oriented Community Detection, a New Step in Social Network Analysis, Social Networks, Tehran, October 12, 2013 (in Persian) (pdf, poster).

M. Yousefnezhad, H. Alizadeh, B. Minaei Bidgoli, To Propose a New Method for Cluster Ensemble Selection Using the Diversity and Independency Criteria, The 5th Conf. on Information and Knowledge Technology (IKT13), Shiraz, May. 22-24, 2013 (in Persian) (pdf, presentation).

R. Hosseinzadeh, H. Alizadeh, E. Nazemi, Community Detection Ensemble in Social Networks, The 11th Iranian Conf. on Intelligent Systems (ICIS13), Tehran, Feb. 27-28, 2013 (in Persian) (pdf, presentation).

H. Alizadeh, S.K. Amirgholipour, N.R. Seyedaghaee and B. Minaei-Bidgoli, Using Clustering Ensemble in Classification Problems, The 4th Int. Conf. on Intelligent Computing and Information Systems (ICICIS09), Egypt, March 19-22, 2009 (preprint).

H. Alizadeh, A. Hasani, H. Parvin, B. Minaei-Bidgoli, M. Kangavari, “Dairy Cattle Judging: An Innovative Application for Fuzzy Expert System”, Int. Conf. on Computer Science and Applications, ICCSA 2008, ISBN: 978-988-98671-0-2, San Francisco, USA, 22-24 October, 2008, (Candidate of the Best Paper Award) (pdf).

M. Mohammadi, H. Alizadeh and B. Minaei-Bidgoli, “Neural Network Ensembles using Clustering Ensemble and Genetic Algorithm”, 2008 3rd Int. Conf. on Convergence and hybrid Information Technology, ICCIT08, Nov. 11-13, 2008, p. .761-766, ISBN: 978-0-7695-3407-7, IEEE CS, Korea (link).

H. Alizadeh, H. Parvin, B. Minaei-Bidgoli and N. Mozayani, “CSMD: Centralized Surface Matching Degree, a New Approach for Determining Matching Degree in Fuzzy Systems”, 4th Int. Conf. on Networked Computing and advanced Information Management (NCM 2008), Korea, 2008, p. .339-344, IEEE CS, ISBN: 978-0-7695-3322-3 (link).

H. Parvin, H. Alizadeh and B. Minaei-Bidgoli, “A New Approach to Improve the Vote-Based Classifier Selection”, 4th Int. Conf. on Networked Computing and advanced Information Management (NCM 2008), Korea, 2008, p. .91-95, IEEE CS, ISBN: 978-0-7695-3322-3 (link).

H. Alizadeh, H. Parvin, M. Fathi and H. Alizadeh, “Using Fuzzy System for Face Detection”, The First National Conf. on Computer, Electronic and Information Technology (CEIC08), Hamedan, Iran, Jan. 17, 2008 (winner of the 3rd best paper), (in Persian) (preprint, presentation).

H. Alizadeh and N. Mozayani, “A New Approach for Determination of Matching Degree in Fuzzy Inference”, 3rd Int. Conf. on Information and Knowledge Technology (IKT07), Faculty of Engineering, Ferdowsi University of Mashad, Mashad, Iran, Nov. 27-29, 2007, (in Persian) (preprint, poster)

 

MSC Thesis:

Hosein Alizadeh, "Cluster Ensemble based on a Subset of Primary Results", Iran University of Science and Technology, MS Thesis, March 2009 (in Persian) [pdf, presentation].