Dounia Lotfi

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 25

Top Topics

Betweenness Centrality

Similarity Metric

Community Detection

Top Venues

Soc. Netw. Anal. Min.

J. Complex Networks

Publications

Laasri Nadia, Dounia Lotfi, Ahmed Drissi El Maliani
A targeted vaccination strategy based on dynamic community detection for epidemic networks. Soc. Netw. Anal. Min. 14 (1) (2024)
Nada Bendahman, Dounia Lotfi
Unveiling Influence in Networks: A Novel Centrality Metric and Comparative Analysis through Graph-Based Models. Entropy 26 (6) (2024)
Ayoub Jibouni, Dounia Lotfi, Ahmed Hammouch
Link prediction using betweenness centrality and graph neural networks. Soc. Netw. Anal. Min. 13 (1) (2023)
Laasri Nadia, Dounia Lotfi, Ahmed Drissi El Maliani
Enhancing Vaccination Strategy Effectiveness in Epidemic Networks: Exploring a New Centrality Measure and Community Detection Methods. WINCOM (2023)
Ayoub Jibouni, Dounia Lotfi, Ahmed Drissi El Maliani
Link prediction in weighted complex networks using machine learning methods and similarity metrics. WINCOM (2023)
Fatima Zahra Benabdallah, Ahmed Drissi El Maliani, Dounia Lotfi, Mohammed El Hassouni
A Convolutional Neural Network-Based Connectivity Enhancement Approach for Autism Spectrum Disorder Detection. J. Imaging 9 (6) (2023)
Nada Bendahman, Dounia Lotfi
A Novel Centrality based Measure for Influential Nodes Detection in Social Networks. WINCOM (2023)
Khawla Asmi, Dounia Lotfi, Abdallah Abarda
The greedy coupled-seeds expansion method for the overlapping community detection in social networks. Computing 104 (2) (2022)
Ayoub Jibouni, Dounia Lotfi, Ahmed Hammouch
Mean Received Resources Meet Machine Learning Algorithms to Improve Link Prediction Methods. Inf. 13 (1) (2022)
Fatima Zahra Benabdallah, Ahmed Drissi El Maliani, Dounia Lotfi, Rachid Jennane, Mohammed El Hassouni
An autism spectrum disorder adaptive identification based on the Elimination of brain connections: a proof of long-range underconnectivity. Soft Comput. 26 (10) (2022)
Ferdaous Affan, Dounia Lotfi, Ahmed Drissi El Maliani
Follow Recommendation in Social Networks. UNet (2021)
Ayoub Jibouni, Dounia Lotfi, Mohamed El Marraki, Ahmed Hammouch
Accurate link prediction method based on path length between a pair of unlinked nodes and their degree. Soc. Netw. Anal. Min. 10 (1) (2020)
Raihana Mokhlissi, Dounia Lotfi, Mohamed El Marraki, Joyati C. Debnath
The structural properties and the spanning trees entropy of the generalized Fractal Scale-Free Lattice. J. Complex Networks 8 (2) (2020)
Fatima Zahra Benabdallah, Ahmed Drissi El Maliani, Dounia Lotfi, Mohammed El Hassouni
Analysis of the Over-Connectivity in Autistic Brains Using the Maximum Spanning Tree: Application on the Multi-Site and Heterogeneous ABIDE Dataset. WINCOM (2020)
Khawla Asmi, Dounia Lotfi, Mohamed El Marraki
Overlapping community detection based on the union of all maximum spanning trees. Libr. Hi Tech 38 (2) (2020)
Khawla Asmi, Dounia Lotfi, Mohamed El Marraki
A new local algorithm for overlapping community detection based on clustering coefficient and common neighbor similarity. ArabWIC (2019)
Raihana Mokhlissi, Dounia Lotfi, Joyati C. Debnath, Mohamed El Marraki, Noussaima E. L. Khattabi
The Evaluation of the Number and the Entropy of Spanning Trees on Generalized Small-World Networks. J. Appl. Math. 2018 (2018)
Fatima Zahra Benabdallah, Ahmed Drissi El Maliani, Dounia Lotfi, Rachid Jennane, Mohammed El Hassouni
Analysis of under-connectivity in Autism using the minimum spanning tree: application on large multi-site dataset. ISIVC (2018)
Ayoub Jibouni, Dounia Lotfi, Mohamed El Marraki, Ahmed Hammouch
A novel parameter free approach for link prediction. WINCOM (2018)
Khawla Asmi, Dounia Lotfi, Mohamed El Marraki
Large-scale community detection based on a new dissimilarity measure. Soc. Netw. Anal. Min. 7 (1) (2017)
Raihana Mokhlissi, Dounia Lotfi, Joyati C. Debnath, Mohamed El Marraki
An Innovative Combinatorial Approach for the Spanning Tree Entropy in Flower Network. NETYS (2017)
Khawla Asmi, Dounia Lotfi, Mohamed El Marraki
A novel approach based on the minimum spanning tree to discover communities in social networks. WINCOM (2016)
Raihana Mokhlissi, Dounia Lotfi, Joyati C. Debnath, Mohamed El Marraki
Complexity Analysis of "Small-World Networks" and Spanning Tree Entropy. COMPLEX NETWORKS (2016)
Khawla Asmi, Dounia Lotfi, Mohamed El Marraki
An approach based on the clustering coefficient for the community detection in social networks. SSIC (2016)
Raihana Mokhlissi, Dounia Lotfi, Mohamed El Marraki
Spanning tree based method for a social network analysis. AICCSA (2015)
Dounia Lotfi, Mohamed El Marraki, Driss Aboutajdine
Spanning trees in a closed chain of planar networks. ICMCS (2014)
Dounia Lotfi, Mohamed El Marraki, Driss Aboutajdine
Spanning Trees Structures of Communications Networks. IP&C (2012)