Dounia Lotfi

Orcid: 0009-0002-7995-4036

According to our database1, Dounia Lotfi authored at least 28 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2024
A targeted vaccination strategy based on dynamic community detection for epidemic networks.
Soc. Netw. Anal. Min., December, 2024

Unveiling Influence in Networks: A Novel Centrality Metric and Comparative Analysis through Graph-Based Models.
Entropy, June, 2024

Advancing Post-Earthquake Relief: A Comprehensive Strategy Using Existing and New Centrality Measures - A Morocco's Earthquake Case Study.
Proceedings of the 11th International Conference on Wireless Networks and Mobile Communications, 2024

2023
Link prediction using betweenness centrality and graph neural networks.
Soc. Netw. Anal. Min., 2023

A Convolutional Neural Network-Based Connectivity Enhancement Approach for Autism Spectrum Disorder Detection.
J. Imaging, 2023

Enhancing Vaccination Strategy Effectiveness in Epidemic Networks: Exploring a New Centrality Measure and Community Detection Methods.
Proceedings of the 10th International Conference on Wireless Networks and Mobile Communications, 2023

Link prediction in weighted complex networks using machine learning methods and similarity metrics.
Proceedings of the 10th International Conference on Wireless Networks and Mobile Communications, 2023

A Novel Centrality based Measure for Influential Nodes Detection in Social Networks.
Proceedings of the 10th International Conference on Wireless Networks and Mobile Communications, 2023

2022
An autism spectrum disorder adaptive identification based on the Elimination of brain connections: a proof of long-range underconnectivity.
Soft Comput., 2022

Mean Received Resources Meet Machine Learning Algorithms to Improve Link Prediction Methods.
Inf., 2022

The greedy coupled-seeds expansion method for the overlapping community detection in social networks.
Computing, 2022

2021
Follow Recommendation in Social Networks.
Proceedings of the Ubiquitous Networking - 7th International Symposium, 2021

2020
Accurate link prediction method based on path length between a pair of unlinked nodes and their degree.
Soc. Netw. Anal. Min., 2020

Overlapping community detection based on the union of all maximum spanning trees.
Libr. Hi Tech, 2020

The structural properties and the spanning trees entropy of the generalized Fractal Scale-Free Lattice.
J. Complex Networks, 2020

Analysis of the Over-Connectivity in Autistic Brains Using the Maximum Spanning Tree: Application on the Multi-Site and Heterogeneous ABIDE Dataset.
Proceedings of the 8th International Conference on Wireless Networks and Mobile Communications, 2020

2019
A new local algorithm for overlapping community detection based on clustering coefficient and common neighbor similarity.
Proceedings of the 6th Annual International Conference on Arab Women in Computing, 2019

2018
The Evaluation of the Number and the Entropy of Spanning Trees on Generalized Small-World Networks.
J. Appl. Math., 2018

A novel parameter free approach for link prediction.
Proceedings of the 6th International Conference on Wireless Networks and Mobile Communications, 2018

Analysis of under-connectivity in Autism using the minimum spanning tree: application on large multi-site dataset.
Proceedings of the 9th International Symposium on Signal, Image, Video and Communications, 2018

2017
Large-scale community detection based on a new dissimilarity measure.
Soc. Netw. Anal. Min., 2017

An Innovative Combinatorial Approach for the Spanning Tree Entropy in Flower Network.
Proceedings of the Networked Systems - 5th International Conference, 2017

2016
A novel approach based on the minimum spanning tree to discover communities in social networks.
Proceedings of the 2016 International Conference on Wireless Networks and Mobile Communications, 2016

An approach based on the clustering coefficient for the community detection in social networks.
Proceedings of the International Conference on Security of Smart Cities, 2016

Complexity Analysis of "Small-World Networks" and Spanning Tree Entropy.
Proceedings of the Complex Networks & Their Applications V - Proceedings of the 5th International Workshop on Complex Networks and their Applications (COMPLEX NETWORKS 2016), Milan, Italy, November 30, 2016

2015
Spanning tree based method for a social network analysis.
Proceedings of the 12th IEEE/ACS International Conference of Computer Systems and Applications, 2015

2014
Spanning trees in a closed chain of planar networks.
Proceedings of the 4th International Conference on Multimedia Computing and Systems, 2014

2012
Spanning Trees Structures of Communications Networks.
Proceedings of the Image Processing and Communications Challenges 4, 2012


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