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Publications

You can find some of my publications here:

 

Selected journal papers:

Z. Mannani, I. Izadi, N Ghadiri, Preprocessing of alarm data for data mining. Industrial & Engineering Chemistry Research,  2019 https://doi.org/10.1021/acs.iecr.8b05955
MN Azadani, N Ghadiri, E Davoodijam, Graph-based biomedical text summarization: An itemset mining and sentence clustering approach,  Journal of Biomedical Informatics, 2018 https://doi.org/10.1016/j.jbi.2018.06.005
ML Shahreza,  N Ghadiri,  SR Mousavi,  J Varshosaz, and JR Green, A review of network-based approaches to drug repositioning, Briefings in Bioinformatics (IF=8.4) Link

ML Shahreza,  N Ghadiri,  SR Mousavi,  J Varshosaz, and JR Green, Heter-LP: A heterogeneous label propagation algorithm and its application in drug repositioning Journal of Biomedical Informatics, 2017 (IF=2.4) http://dx.doi.org/10.1016/j.jbi.2017.03.006

N Ghadiri, M Ghaffari, MA Nikbakht, BigFCM: Fast, Precise and Scalable FCM on Hadoop, Future Generation Computer Systems, 2017, https://doi.org/10.1016/j.future.2017.06.010  , PDF 

A Mehranfar, N Ghadiri, M Kouhsar, A Golshani; A type-2 fuzzy data fusion approach for building reliable weighted protein interaction networks with application in protein complex detection; Computers in Biology and Medicine; https://doi.org/10.1016/j.compbiomed.2017.06.019

M Moradi, N GhadiriQuantifying the informativeness for biomedical literature summarization: An itemset mining method, Computer Methods and Programs in Biomedicine, Volume 146, July 2017, Pages 77-89,  https://doi.org/10.1016/j.cmpb.2017.05.011PDF

M Ghaffari, N Ghadiri, MH Manshaei, M Sadeghi Lahijani; P^4QS: A Peer to Peer Privacy Preserving Query Service for Location-Based Mobile Applications; IEEE Transactions on Vehicular Technology, 2017, https://doi.org/10.1109/TVT.2017.2703631

M Moradi, N Ghadiri, A Bayesian Approach to Biomedical Text Summarization,  PDF, 2016
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, PDF, Vol.1, No.3, pp.239-249, July 2014
S.M. Ghaffari, N. Ghadiri, Ambiguity-Driven Fuzzy C-Means Clustering: How to Detect Uncertain Clustered Records, Applied Intelligence, http://dx.doi.org/10.1007/s10489-016-0759-1 , PDF, 2016. 
A. Beiranvand, N. Ghadiri, Adaptive Processing of Federated Queries over Linked Data based on Tuple Routing, PDF, Submitted.
S. R. Mousavi, I. Khodadadi, H. Falsafain, R. Nadimi, N. Ghadiri, Maximum Likelihood Model Based on Minor Allele Frequencies and Weighted Max-SAT formulation for Haplotype Assembly, Journal of Theoretical Biology 350 (2014), 49-56. http://www.sciencedirect.com/science/article/pii/S0022519314000551

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

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

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

 
Selected conference papers :
M Asadi, N Ghadiri, MA Nikbakht, A Scalable Method for One-mode Projection of Bipartite Networks based on Hadoop platform , ICCKE2018
SH Aboutorabi, N Ghadiri, MK Nahari, A Novel Approach for Approximate Spatio-Textual Skyline Queries, ISDA2017 https://link.springer.com/chapter/10.1007/978-3-319-76348-4_65
M Joodaki, N Ghadiri, AH Atashkar; Protein Complex Detection from PPI Networks on Apache Spark; 9th International Conference on Information and Knowledge Technology (IKT2017)

M Khodizadeh Nahari, N Ghadiri, Z Jafarifard, A Baraani Dastjerdi, JR Sack; A Framework for Linked Data Fusion and Quality Assessment, 3rd International Conference on Web Research (ICWR2017), http://ieeexplore.ieee.org/document/7959307/ - best paper award

AH Atashkar, N Ghadiri, M Joodaki; Linked Data Partitioning for RDF Processing on Apache Spark; ICWR2017, http://ieeexplore.ieee.org/document/7959308/
E Farhangi, N Ghadiri, M Asadi, MA Nikbakht, S Pitre; Fast and Scalable Protein Motif Sequence Clustering Based On Hadoop Framework; ICWR2017, http://ieeexplore.ieee.org/document/7959300/
E Farhangi Maleki, M Nasr Azadani, N Ghadiri, Performance Evaluation of SpatialHadoop for Big Web Mapping Data, ICWR2016, http://ieeexplore.ieee.org/document/7498447/
SM Aboutorabi, M Rezapour, M Moradi, N Ghadiri, Performance evaluation of SQL and MongoDB databases for big e-commerce data, CSSE2015, http://ieeexplore.ieee.org/document/7369245/

S. Davari, N. Ghadiri, Spatial database implementation of fuzzy region connection calculus for analysing the relationship of diseases, ICEE2015, http://ieeexplore.ieee.org/document/7146310/

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

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

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

 
Selected book chapters :
ML Shahreza, N. Ghadiri, JR Green (2019). Heter-LP: A Heterogeneous Label Propagation Method for Drug Repositioning. In Computational Methods for Drug Repurposing (pp. 291-316). Humana Press, New York, NY.
 

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