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Publications
List of publications on:
Google Scholar ● ORCID ● WoS
Selected journal papers:
H Memarzadeh, N Ghadiri, M Samwald, and ML Shahreza, 2022. A Study into patient similarity through representation learning from medical records. Knowledge and Information Systems PDF |
S Sharifi, ML Shahreza, A Pakdel, JM Reecy, N Ghadiri, H Atashi, M Motamedi, and E Ebrahimie, 2021. Systems Biology–Derived Genetic Signatures of Mastitis in Dairy Cattle: A New Avenue for Drug Repurposing. Animals, 12(1), p.29.Link |
E Davoodijam, N Ghadiri, ML Shahreza and F Rinaldi. (2021). MultiGBS: A multi-layer graph approach to biomedical summarization. Journal of Biomedical Informatics, 116, 103706 Link PDF |
MK Nahari, N Ghadiri, A Baraani-Dastjerdi and JR Sack. A novel similarity measure for spatial entity resolution based on data granularity model: Managing inconsistencies in place descriptions. Appl Intell (2021). Link |
M Joodaki, N Ghadiri, Z Maleki and ML Shahreza. (2021). A scalable random walk with restart on heterogeneous networks with Apache Spark for ranking disease-related genes through type-II fuzzy data fusion. Journal of Biomedical Informatics, 115, 103688. Link |
EF Maleki, N Ghadiri, ML Shahreza, and Z Maleki. "DHLP 1&2: Giraph based distributed label propagation algorithms on heterogeneous drug-related networks." Expert Systems with Applications 159 (2020): 113640. Link PDF |
ML Shahreza, N Ghadiri, and JR Green. "A computational drug repositioning method applied to rare diseases: Adrenocortical carcinoma." Scientific reports 10.1 (2020): 1-7. PDF |
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 Ghadiri, Quantifying 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.2017.05.011, PDF |
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 |
N Ghadiri, A Ghadiri, and A Sheikholeslami, 2021, August. A Fuzzy Deep Learning Approach to Health-Related Text Classification. In International Conference on Intelligent and Fuzzy Systems (pp. 179-186). Springer, Cham. Link |
M Khodizadeh-Nahari, N Ghadiri, and A Ghadiri, 2021, August. Fuzzy Spatio-Temporal Data Analysis on Disease Outbreaks and Air Transportation. In International Conference on Intelligent and Fuzzy Systems (pp. 937-944). Springer, Cham. Link |
S Samiei, M Joodaki and N Ghadiri. "A scalable pattern mining method using Apache Spark platform" 7th International Conference on Web Research (ICWR2021) IEEE, Tehran, 2021 Link |
S Davari, and N Ghadiri. "Fuzzy Region Connection Calculus and Its Application in Fuzzy Spatial Skyline Queries." Intelligent Computing-Proceedings of the Computing Conference. Springer, Cham, 2019. Link |
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 |
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. |