ECGN: A Cluster-Aware Approach to Graph Neural Networks for Imbalanced Classification

Autor: Thapaliya, Bishal, Nguyen, Anh, Lu, Yao, Xie, Tian, Grudetskyi, Igor, Lin, Fudong, Valkanas, Antonios, Liu, Jingyu, Chakraborty, Deepayan, Fehri, Bilel

Classifying nodes in a graph is a common problem. The ideal classifier must adapt to any imbalances in the class distribution. It must also use information in the clustering structure of real-world graphs. Existing Graph Neural Networks (GNNs) have n

Externí odkaz: http://arxiv.org/abs/2410.11765

Magnetic Skyrmions: Theory and Applications

Autor: Drissi, Lalla Btissam, Saidi, El Hassan, Bousmina, Mosto, Fassi-Fehri, Omar

Publikováno v: Bookchapter of book "Magnetic Skyrmions," 978-1-83969-253-6, InTech Publishing, Rijeka, Croatia, ISBN 978-953-307-556-3 (2021)

Using the field theory method and coherent spin state approach, we investigate properties of magnetic solitons in spacetime while focussing on 1D kinks, 2D and 3D skyrmions. We also study the case of a rigid skyrmion dissolved in a magnetic backgroun

Externí odkaz: http://arxiv.org/abs/2207.02892

A regionally based precision medicine implementation initiative in North Africa:The PerMediNA consortium

Autor: Yosr Hamdi, Maroua Boujemaa, Jihenne Ben Aissa-Haj, Fouzia Radouani, Meriem Khyatti, Najah Mighri, Mariem Hannachi, Kais Ghedira, Oussema Souiai, Chaima Hkimi, Mohamed Selim Kammoun, Nesrine Mejri, Hanen Bouaziz, Mohamed Amine Beloufa, Hicham Charoute, Abdelhamid Barakat, Imène Najjar, Hiroaki Taniguchi, Natalia Pietrosemoli, Koussay Dellagi, Sonia Abdelhak, Mohamed Samir Boubaker, Claudia Chica, Etienne Rouleau, Abdellatif benider, Adil El-hamouchi, AIT YOUNES Sonia, Alia Ben Kahla, AMIMER Abdelmalik, AMIR Zine, charif, Amira Jaballah, Amira Louiza, Amina GIHBID, BACHIR Achouak, BELABDI Djihad, BELHADEF Said, BELNOUI Rafika, Belarbi Ayed, Benchakroune Nadia, Benchakroun Nadia, BENINAL Meriem, BENKALI Radja, BENSIHAMDI Asma, BENYOUCEF Hichem, BENDIMRED Thouraya, Bensouf Nadir, BENNOUI Rafika, Berrazegua Yosra, Biskri Latefa, BOUAOUNI Saida, BOUANIKA Meriem, Bouamra Abderezzak, Bouaziz Hanen, Boudinar Fatma Zohra, Bouhara Sabrina, Boussouf Nadir, Boutayeb Saber, BOUNEDJAR Adda, Chabati Omar, Charfeddine Cherine, Chilla Dalia, Chiraz Mehemmai, Cyrine Bouabid, Dahnane Souad, DIAB Soraya, Dib Hocine Adlane, Dorra Wider, DERRAR Fawzi, ELKEBOUB Amina, EL ATTAR Hicham, EL FAHIME Elmostafa, ELHADEF Djazia, Emna Fehri, Farid Hakkou, Farida Hadjam, Fanny Mamboisse, GAIS Widad, GHARNAOUT Merzak, Guessoum Amir Nidhal, HADJAM Farida, HADJ SAHRAOUI, Haifa Rachdi, Hamza Yaiche, HANNACHI Leila, Hassan Mahfouf, Hend Bouguerra, Hicham El Attar, Hichem Ben Hassine, Houda Filali, Houda Harmak, Houda Kanaane, Ichrak Benamri, Imane El Alami, KASSA Reda, Karima Bendahhou, Khaoula Errafii, Khalid El Bairi, Khaali Wafaa, KARKOURI Mehdi, Kabbage Maria, Kammoun Wafa, Kanaane Houda, Kassa Reda, LAOUAR Narimane, Latefa Biskri, Louiza Amira, Louise Marie, Charion Chevalier, MALOUM Nabila, Marc Monot, Mariem Saadi, Mario Campone, Mehdi Mrad, MEHDI KARKOURI, MELIZI Mohamed, Meriem Saadi, Meriem CHAHER, Monia Ardhaoui, Mourad TALEB, Nadia Ben Jmiaa, Nadia Benchakroun, Najet Hadhri, Nawel SALHI, Nezha Taoufiq, Nouha Jandoubi, OUAHIOUNE Wahiba, OULDSLIMANE Salima, Rafika BELNOUI, Rahman Amira Louiza, Rym Benkhalifa, Saber Boutaib, Saber Boutayeb, Samia Menif, Salima OULDSLIMANE, Samuel Valcke, SLIMANI Assia, Sonia Ben Nasr, Sonia Maatoug, Sonia Ait Younes, Souad BENCHEHIDA, Souad BEKOUACI, Souha Sahraoui, Tali Maamar Hassiba, Talha Soraya, TALEB Mourad, TERKMANI Fella, TALHA Soraya, TOUISI Wassila, Wafa Kammoun, Wahiba OUAHIOUNE, Yosra Berrazegua, ZEMMOUR Amel, ZEROUAL Sarah, Zine Charif AMIR, Zineb Zouafi

Publikováno v: Translational Oncology, Vol 44, Iss , Pp 101940- (2024)

Precision Medicine is being increasingly used in the developed world to improve health care. While several Precision Medicine (PM) initiatives have been launched worldwide, their implementations have proven to be more challenging particularly in low-

Externí odkaz: https://doaj.org/article/a76edd34ed914c7887c2118049e17ad9

UAV path planning algorithm based on Deep Q-Learning to search for a floating lost target in the ocean

Autor: Boulares, Mehrez, Fehri, Afef, Jemni, Mohamed

Publikováno v: In Robotics and Autonomous Systems September 2024 179

The Use of Horse and Donkey Meat to Enhance the Quality of the Traditional Meat Product (Kaddid): Analysis of Physico-Chemical Traits

Autor: Mohamed Aroua, Nour Elhouda Fehri, Samia Ben Said, Alda Quattrone, Stella Agradi, Gabriele Brecchia, Claudia Maria Balzaretti, Mokhtar Mahouachi, Marta Castrica

Publikováno v: Foods, Vol 13, Iss 18, p 2974 (2024)

The aim of this study was to evaluate the use of horse and donkey meat in the production of kaddid—a traditional dish typically not made with these meats—from a physical and chemical perspective. The results showed that both meats exhibit similar

Externí odkaz: https://doaj.org/article/e7337d89566d43328bf53a79ab9273f6