Selected Journal Papers

Heter-LP: A heterogeneous label propagation algorithm and its application in drug repositioning

By: Maryam Lotfi Shahreza, Nasser Ghadiri, Seyed Rasul Mossavi, Jaleh Varshosaz, James Green

Link to PDF

A review of network-based approaches to drug repositioning

By:   Maryam Lotfi Shahreza, Nasser Ghadiri, Seyed Rasul Mossavi, Jaleh Varshosaz, James Green

Journal: Briefings in Bioinformatics (IF=8.4)

Link: http://dx.doi.org/10.1093/bib/bbx017

 

BigFCM: Fast, Precise and Scalable FCM on Hadoop

We developed a scalable Fuzzy C-Means (FCM) clustering that outperforms some well-known existing algorithms. The source code will be available soon. PDF

Ambiguity-Driven Fuzzy C-Means Clustering: How to Detect Uncertain Clustered Records

S.M. Ghaffari, N. Ghadiri, Ambiguity-Driven Fuzzy C-Means Clustering: How to Detect Uncertain Clustered Records

Journal: Applied Intelligence (IF=1.2)

Link: http://link.springer.com/article/10.1007/s10489-016-0759-1 

Adaptive Processing of Federated Queries over Linked Data based on Tuple Routing

A. Beiranvand, N. Ghadiri, Adaptive Processing of Federated Queries over Linked Data based on Tuple Routing, Submitted to elsevier.

Maximum Likelihood Model Based on Minor Allele Frequencies and Weighted Max-SAT formulation for Haplotype Assembly

By: S. R. Mousavi, I. Khodadadi, H. Falsafain, R. Nadimi, N. Ghadiri

Journal of Theoretical Biology (IF=2)

Link: http://www.sciencedirect.com/science/article/pii/S0022519314000551

A Sample-Based Approach to Data Quality Assessment in Spatial Databases with Application to Mobile Trajectory Nearest-Neighbor Search

B. Saberi, N. Ghadiri, A Sample-Based Approach to Data Quality Assessment in Spatial Databases with Application to Mobile Trajectory Nearest-Neighbor Search, Journal of Computing and Security, Vol.1, No.3, pp.239-249, July 2014 PDF

A Human-Centric Approach To Group-Based Context-Awareness

N. Ghadiri, A. Baraani, N. Ghasem-Aghaee, and M.A. Nematbakhsh, A Human-Centric Approach To Group-Based Context-Awareness, International Journal of Network Security and its Applications 3 (2011), 47-66.http://dx.doi.org/10.5121/ijnsa.2011.3104

GREST – A Type-2 Fuzzy Distance Model for Group Nearest-Neighbor Queries

N. Ghadiri, A. Baraani-Dastjerdi, N. Ghasem-Aghaee, and M.A. Nematbakhsh, GREST – A Type-2 Fuzzy Distance Model for Group Nearest-Neighbor Queries, Journal of Intelligent and Fuzzy Systems 5-6 (2011), 217-236. http://dx.doi.org/10.3233/IFS-2011-0484

Optimizing the Performance and Robustness of Type-2 Fuzzy Group Nearest-Neighbor Queries

N. Ghadiri, A. Baraani-Dastjerdi, N. Ghasem-Aghaee, and M.A. Nematbakhsh, Optimizing the Performance and Robustness of Type-2 Fuzzy Group Nearest-Neighbor QueriesMobile Information Systems 7 (2011), 123-145. http://dx.doi.org/10.3233/MIS-2011-0114

Selected Conference Papers

Performance Evaluation of SpatialHadoop for Big Web Mapping Data

By: Erfan Farhangi Maleki, Mozhgan Nasr Azadani, Nasser Ghadiri

ICWR2016

Link: http://ieeexplore.ieee.org/abstract/document/7498447/

Performance evaluation of SQL and MongoDB databases for big e-commerce data

By: SM Aboutorabi, M Rezapour, M Moradi, N Ghadiri,
CSSE2015, Aug 2015

Link: http://ieeexplore.ieee.org/document/7369245/

Spatial database implementation of fuzzy region connection calculus for analysing the relationship of diseases

By: S. Davari, N. Ghadiri, 

23rd Iranian Conference on Electrical Engineering, May 2015,

Link: http://ieeexplore.ieee.org/document/7146310/

 PDF

An Adaptive Hybrid Architecture for Intrusion Detection Based on Fuzzy Clustering and RBF Neural Networks

A. Ghadiri and N. Ghadiri, An Adaptive Hybrid Architecture for Intrusion Detection Based on Fuzzy Clustering and RBF Neural Networks, in: Communication Networks and Services Research Conference (CNSR), 2011 Ninth Annual, 2011, pp. 123-129.

Published by IEEE eXplore, http://dx.doi.org/10.1109/CNSR.2011.26

Geometrically-enhanced group-based mobile queries with uncertainty

N. Ghadiri, A. Baraani-Dastjerdi, N. Ghasem-Aghaee, and M.A. Nematbakhsh, Geometrically-enhanced group-based mobile queries with uncertainty, in: Telecommunications (IST), 2010 5th International Symposium on, pp. 95-100. Published by IEEE eXplore, http://dx.doi.org/10.1109/ISTEL.2010.5734005

A Context-Aware Service Discovery Framework Based on Human Needs Model

N. Ghadiri, M.A. Nematbakhsh, A. Baraani-Dastjerdi, and N. Ghasem-Aghaee, A Context-Aware Service Discovery Framework Based on Human Needs Model, in: Service-Oriented Computing – ICSOC 2007, pp. 404-409. Published by Springer LNCS,http://dx.doi.org/10.1007/978-3-540-74974-5_35