Wajdi Dhifli
Maître de conférences des universités
CNU : SECTION 27 - Informatique
Laboratoire / équipe
Publications
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"citationRef_s":"<i>Knowledge-Based Systems</i>, 2026, 346, pp.116198. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.knosys.2026.116198\">⟨10.1016/j.knosys.2026.116198⟩</a>",
"citationFull_s":"Naouel Manaa, Nour Elislem Karabadji, Hassina Seridi, Mohamed Said Mehdi Mendjel, Wajdi Dhifli. Improved VAE-GAN via mixture of Gaussians applied to brain tumor MRI classification. <i>Knowledge-Based Systems</i>, 2026, 346, pp.116198. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.knosys.2026.116198\">⟨10.1016/j.knosys.2026.116198⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-05627759v1\">⟨hal-05627759⟩</a>",
"title_s":["Improved VAE-GAN via mixture of Gaussians applied to brain tumor MRI classification"],
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"citationRef_s":"<i>Expert Systems with Applications</i>, 2026, 309, pp.131256. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.eswa.2026.131256\">⟨10.1016/j.eswa.2026.131256⟩</a>",
"citationFull_s":"Nour Elislem Karabadji, Ali Assi, Abdelaziz Amara Korba, Ahmed Abdulaziz Al Nuaim, Hassina Seridi, et al.. Towards better random forests with tree weighting, accuracy and diversity-preserving pruning. <i>Expert Systems with Applications</i>, 2026, 309, pp.131256. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.eswa.2026.131256\">⟨10.1016/j.eswa.2026.131256⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-05591899v1\">⟨hal-05591899⟩</a>",
"title_s":["Towards better random forests with tree weighting, accuracy and diversity-preserving pruning"],
"authFullName_s":["Nour Elislem Karabadji","Ali Assi","Abdelaziz Amara Korba","Ahmed Abdulaziz Al Nuaim","Hassina Seridi","Mohamed Elati","Wajdi Dhifli"],
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"citationRef_s":"<i>The Journal of Urology</i>, 2026, 215 (5S), <a target=\"_blank\" href=\"https://dx.doi.org/10.1097/01.JU.0001191556.17107.c7.03\">⟨10.1097/01.JU.0001191556.17107.c7.03⟩</a>",
"citationFull_s":"Gautier Marcq, Konstantinos Geles, Geoffrey Palwak, Wajdi Dhifli, Pontus Eriksson, et al.. IP47-03 A UNIVERSAL MOLECULAR MAP OF BLADDER CANCER: FROM CELL LINES IN VITRO TO TUMORS AND BACK USING CO-REGULATORY NETWORKS. <i>The Journal of Urology</i>, 2026, 215 (5S), <a target=\"_blank\" href=\"https://dx.doi.org/10.1097/01.JU.0001191556.17107.c7.03\">⟨10.1097/01.JU.0001191556.17107.c7.03⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-05627761v1\">⟨hal-05627761⟩</a>",
"title_s":["IP47-03 A UNIVERSAL MOLECULAR MAP OF BLADDER CANCER: FROM CELL LINES IN VITRO TO TUMORS AND BACK USING CO-REGULATORY NETWORKS"],
"authFullName_s":["Gautier Marcq","Konstantinos Geles","Geoffrey Palwak","Wajdi Dhifli","Pontus Eriksson","Carina Bernardo","Cagatay Guenes","Isabelle Bernard-Pierrot","Gottfrid Sjödahl","Yves Allory","Francois Radvanyi","Mohamed Elati"],
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"citationRef_s":"<i>European Urology</i>, 2026, 89, pp.S1-S2. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/S0302-2838(26)00194-6\">⟨10.1016/S0302-2838(26)00194-6⟩</a>",
"citationFull_s":"G. Marcq, K. Geles, Wajdi Dhifli, P. Eriksson, C. Bernardo, et al.. A universal molecular map of bladder cancer: from cell lines in vitro to tumors and back using co-regulatory networks. <i>European Urology</i>, 2026, 89, pp.S1-S2. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/S0302-2838(26)00194-6\">⟨10.1016/S0302-2838(26)00194-6⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-05591896v1\">⟨hal-05591896⟩</a>",
"title_s":["A universal molecular map of bladder cancer: from cell lines in vitro to tumors and back using co-regulatory networks"],
"authFullName_s":["G. Marcq","K. Geles","Wajdi Dhifli","P. Eriksson","C. Bernardo","C. Guenes","I. Bernard-Pierrot","G. Sjödahl","Y. Allory","F. Radvanyi","M. Elati"],
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"citationRef_s":"<i>ICT Express</i>, 2026, <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.icte.2026.02.010\">⟨10.1016/j.icte.2026.02.010⟩</a>",
"citationFull_s":"Hongyan Xu, Nour Elislem Karabadji, Jun Xu, Ali Assi, Abdelghani Lakhdari, et al.. Multi-group overlapping weighted random forests. <i>ICT Express</i>, 2026, <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.icte.2026.02.010\">⟨10.1016/j.icte.2026.02.010⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-05591897v1\">⟨hal-05591897⟩</a>",
"title_s":["Multi-group overlapping weighted random forests"],
"authFullName_s":["Hongyan Xu","Nour Elislem Karabadji","Jun Xu","Ali Assi","Abdelghani Lakhdari","Mohamed Elati","Wajdi Dhifli"],
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"citationRef_s":"<i>CIKM '25: The 34th ACM International Conference on Information and Knowledge Management</i>, Nov 2025, Seoul Republic of Korea, France. pp.77-86, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3746252.3761351\">⟨10.1145/3746252.3761351⟩</a>",
"citationFull_s":"Ali Assi, Nour Elislem Karabadji, Mohamed Elati, Wajdi Dhifli. Learning Global-Local Multi-Scale Node Embeddings with Random Walks and Landmark-Guided Optimization. <i>CIKM '25: The 34th ACM International Conference on Information and Knowledge Management</i>, Nov 2025, Seoul Republic of Korea, France. pp.77-86, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3746252.3761351\">⟨10.1145/3746252.3761351⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-05591904v1\">⟨hal-05591904⟩</a>",
"title_s":["Learning Global-Local Multi-Scale Node Embeddings with Random Walks and Landmark-Guided Optimization"],
"authFullName_s":["Ali Assi","Nour Elislem Karabadji","Mohamed Elati","Wajdi Dhifli"],
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"citationRef_s":"<i>Cluster Computing</i>, 2025, 28 (7), pp.478. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/s10586-025-05474-y\">⟨10.1007/s10586-025-05474-y⟩</a>",
"citationFull_s":"Nour Elislem Karabadji, Abdelaziz Amara Korba, Ali Assi, Hassina Seridi, Mohamed Aimen Karabadji, et al.. A genetic and graph-guided feature learning strategy for improving decision tree construction. <i>Cluster Computing</i>, 2025, 28 (7), pp.478. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/s10586-025-05474-y\">⟨10.1007/s10586-025-05474-y⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-05591900v1\">⟨hal-05591900⟩</a>",
"title_s":["A genetic and graph-guided feature learning strategy for improving decision tree construction"],
"authFullName_s":["Nour Elislem Karabadji","Abdelaziz Amara Korba","Ali Assi","Hassina Seridi","Mohamed Aimen Karabadji","Yacine Ghamri-Doudane","Abdelghani Lakhdari","Mohamed Elati","Wajdi Dhifli"],
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"citationRef_s":"<i>npj Precision Oncology</i>, 2025, 9 (1), pp.110. <a target=\"_blank\" href=\"https://dx.doi.org/10.1038/s41698-025-00890-0\">⟨10.1038/s41698-025-00890-0⟩</a>",
"citationFull_s":"Chloé Bernhard, Konstantinos Geles, Geoffrey Pawlak, Wajdi Dhifli, Aurélien Dispot, et al.. A coregulatory influence map of glioblastoma heterogeneity and plasticity. <i>npj Precision Oncology</i>, 2025, 9 (1), pp.110. <a target=\"_blank\" href=\"https://dx.doi.org/10.1038/s41698-025-00890-0\">⟨10.1038/s41698-025-00890-0⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-05361628v1\">⟨hal-05361628⟩</a>",
"title_s":["A coregulatory influence map of glioblastoma heterogeneity and plasticity"],
"authFullName_s":["Chloé Bernhard","Konstantinos Geles","Geoffrey Pawlak","Wajdi Dhifli","Aurélien Dispot","Jules Dusol","Maria Kondratova","Sophie Martin","Mélissa Messé","Damien Reita","David Tulasne","Isabelle Van Seuningen","Natacha Entz-Werle","Silvia Anna Ciafrè","Monique Dontenwill","Mohamed Elati"],
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"citationRef_s":"<i>2024 IEEE International Conference on Data Mining Workshops (ICDMW)</i>, Dec 2024, Abu Dhabi, France. pp.529-534, <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/ICDMW65004.2024.00073\">⟨10.1109/ICDMW65004.2024.00073⟩</a>",
"citationFull_s":"Ines Hadjadji, Nour Elislem Karabadji, Hassina Seridi, Naouel Manaa, Mohamed Elati, et al.. Optimizing MLP Network Structure for Classification Problems Using PSO and Dominating Vertex Set. <i>2024 IEEE International Conference on Data Mining Workshops (ICDMW)</i>, Dec 2024, Abu Dhabi, France. pp.529-534, <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/ICDMW65004.2024.00073\">⟨10.1109/ICDMW65004.2024.00073⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-05594010v1\">⟨hal-05594010⟩</a>",
"title_s":["Optimizing MLP Network Structure for Classification Problems Using PSO and Dominating Vertex Set"],
"authFullName_s":["Ines Hadjadji","Nour Elislem Karabadji","Hassina Seridi","Naouel Manaa","Mohamed Elati","Wajdi Dhifli"],
"halId_s":"hal-05594010",
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"citationFull_s":"Nour El Islem Karabadji, Abdelaziz Amara Korba, Ali Assi, Hassina Seridi, Mohamed Aimen, et al.. A Genetic and Graph-Guided Feature Learning Strategy for Improving Decision Tree Construction. 2024. <a target=\"_blank\" href=\"https://hal.science/hal-04689420v1\">⟨hal-04689420⟩</a>",
"title_s":["A Genetic and Graph-Guided Feature Learning Strategy for Improving Decision Tree Construction"],
"authFullName_s":["Nour El Islem Karabadji","Abdelaziz Amara Korba","Ali Assi","Hassina Seridi","Mohamed Aimen","Yacine Ghamri-Doudane","Abdelghani Lakhdari","Mohamed Elati","Wajdi Dhifli"],
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"citationRef_s":"<i>Expert Systems with Applications</i>, 2023, 225 (1), pp.120138. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.eswa.2023.120138\">⟨10.1016/j.eswa.2023.120138⟩</a>",
"citationFull_s":"Nour El Islem Karabadji, Abdelaziz Amara Korba, Ali Assi, Hassina Seridi, Sabeur Aridhi, et al.. Accuracy and diversity-aware multi-objective approach for random forest construction. <i>Expert Systems with Applications</i>, 2023, 225 (1), pp.120138. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.eswa.2023.120138\">⟨10.1016/j.eswa.2023.120138⟩</a>. <a target=\"_blank\" href=\"https://inria.hal.science/hal-04079595v1\">⟨hal-04079595⟩</a>",
"title_s":["Accuracy and diversity-aware multi-objective approach for random forest construction"],
"authFullName_s":["Nour El Islem Karabadji","Abdelaziz Amara Korba","Ali Assi","Hassina Seridi","Sabeur Aridhi","Wajdi Dhifli"],
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"citationRef_s":"<i>25th international bladder cancer network</i>, IBCN, Sep 2022, Barcelona, Spain. pp.53",
"citationFull_s":"Geoffrey Pawlak, Julia Puig, Aurélien Dispot, Wajdi Dhifli, Mohamed Elati. BLCA-RegMap portal: a co-regulatory influence network view of bladder cancer heterogeneity. <i>25th international bladder cancer network</i>, IBCN, Sep 2022, Barcelona, Spain. pp.53. <a target=\"_blank\" href=\"https://hal.science/hal-04688644v1\">⟨hal-04688644⟩</a>",
"title_s":["BLCA-RegMap portal: a co-regulatory influence network view of bladder cancer heterogeneity"],
"authFullName_s":["Geoffrey Pawlak","Julia Puig","Aurélien Dispot","Wajdi Dhifli","Mohamed Elati"],
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"citationRef_s":"<i>Applied Intelligence</i>, 2021, 52 (1), pp.71-80. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/s10489-021-02379-2\">⟨10.1007/s10489-021-02379-2⟩</a>",
"citationFull_s":"K. Midzodzi Pekpe, Djamel Zitouni, Gilles Gasso, Wajdi Dhifli, Benjamin C Guinhouya. From SIR to SEAIRD: A novel data-driven modeling approach based on the Grey-box System Theory to predict the dynamics of COVID-19. <i>Applied Intelligence</i>, 2021, 52 (1), pp.71-80. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/s10489-021-02379-2\">⟨10.1007/s10489-021-02379-2⟩</a>. <a target=\"_blank\" href=\"https://normandie-univ.hal.science/hal-05389717v1\">⟨hal-05389717⟩</a>",
"title_s":["From SIR to SEAIRD: A novel data-driven modeling approach based on the Grey-box System Theory to predict the dynamics of COVID-19"],
"authFullName_s":["K. Midzodzi Pekpe","Djamel Zitouni","Gilles Gasso","Wajdi Dhifli","Benjamin C Guinhouya"],
"halId_s":"hal-05389717",
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"producedDateY_i":2021
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"citationRef_s":"<i>IEEE BigData</i>, 2020, pp.892-897. <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/BigData50022.2020.9378323\">⟨10.1109/BigData50022.2020.9378323⟩</a>",
"citationFull_s":"Ali Assi, Mohamed Elati, Wajdi Dhifli. Instance Matching in Knowledge Graphs Through Dynamic, Distributed and Affinity-Preserving Random Walk. <i>IEEE BigData</i>, 2020, pp.892-897. <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/BigData50022.2020.9378323\">⟨10.1109/BigData50022.2020.9378323⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04509036v1\">⟨hal-04509036⟩</a>",
"title_s":["Instance Matching in Knowledge Graphs Through Dynamic, Distributed and Affinity-Preserving Random Walk"],
"authFullName_s":["Ali Assi","Mohamed Elati","Wajdi Dhifli"],
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"citationRef_s":"<i>36ème Conférence sur la Gestion de Données – Principes, Technologies et Applications (BDA)</i>, Oct 2020, Paris, France. pp.42-43",
"citationFull_s":"Nour El Islem Karabadji, Hassina Seridi-Bouchelaghem, Abdelaziz Amara Korba, Sabeur Aridhi, Wajdi Dhifli. Optimisation Collective d'Arbres de Décision dans une Forêt Aléatoire. <i>36ème Conférence sur la Gestion de Données – Principes, Technologies et Applications (BDA)</i>, Oct 2020, Paris, France. pp.42-43. <a target=\"_blank\" href=\"https://inria.hal.science/hal-04070698v1\">⟨hal-04070698⟩</a>",
"title_s":["Optimisation Collective d'Arbres de Décision dans une Forêt Aléatoire"],
"authFullName_s":["Nour El Islem Karabadji","Hassina Seridi-Bouchelaghem","Abdelaziz Amara Korba","Sabeur Aridhi","Wajdi Dhifli"],
"halId_s":"hal-04070698",
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"citationRef_s":"<i>Information Sciences</i>, 2020, 509, pp.501-514. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.ins.2018.09.053\">⟨10.1016/j.ins.2018.09.053⟩</a>",
"citationFull_s":"Wajdi Dhifli, Nour El Islem Karabadji, Mohamed Elati. Evolutionary mining of skyline clusters of attributed graph data. <i>Information Sciences</i>, 2020, 509, pp.501-514. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.ins.2018.09.053\">⟨10.1016/j.ins.2018.09.053⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04499731v1\">⟨hal-04499731⟩</a>",
"title_s":["Evolutionary mining of skyline clusters of attributed graph data"],
"authFullName_s":["Wajdi Dhifli","Nour El Islem Karabadji","Mohamed Elati"],
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"citationRef_s":"<i>Expert Systems with Applications</i>, 2019, 129, pp.84-96. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.eswa.2019.03.052\">⟨10.1016/j.eswa.2019.03.052⟩</a>",
"citationFull_s":"Nour El Islem Karabadji, Ilyes Khelf, Hassina Seridi, Sabeur Aridhi, Didier Rémond, et al.. A data sampling and attribute selection strategy for improving decision tree construction. <i>Expert Systems with Applications</i>, 2019, 129, pp.84-96. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.eswa.2019.03.052\">⟨10.1016/j.eswa.2019.03.052⟩</a>. <a target=\"_blank\" href=\"https://inria.hal.science/hal-03025844v1\">⟨hal-03025844⟩</a>",
"title_s":["A data sampling and attribute selection strategy for improving decision tree construction"],
"authFullName_s":["Nour El Islem Karabadji","Ilyes Khelf","Hassina Seridi","Sabeur Aridhi","Didier Rémond","Wajdi Dhifli"],
"halId_s":"hal-03025844",
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"citationRef_s":"<i>Journal of computational biology a journal of computational molecular cell biology</i>, 2019, Journal of computational biology a journal of computational molecular cell biology, 26, pp.507-508. <a target=\"_blank\" href=\"https://dx.doi.org/10.1089/cmb.2019.29020.abd\">⟨10.1089/cmb.2019.29020.abd⟩</a>",
"citationFull_s":"Abdoulaye Banire Diallo, Engelbert Mephu Nguifo, Wajdi Dhifli, Elham Azizi, Sandhya Prabhakaran, et al.. Selected papers from the workshop on computational biology: joint with the international joint conference on artificial intelligence and the international conference on machine learning, 2018. <i>Journal of computational biology a journal of computational molecular cell biology</i>, 2019, Journal of computational biology a journal of computational molecular cell biology, 26, pp.507-508. <a target=\"_blank\" href=\"https://dx.doi.org/10.1089/cmb.2019.29020.abd\">⟨10.1089/cmb.2019.29020.abd⟩</a>. <a target=\"_blank\" href=\"https://lilloa.hal.science/hal-04540449v1\">⟨hal-04540449⟩</a>",
"title_s":["Selected papers from the workshop on computational biology: joint with the international joint conference on artificial intelligence and the international conference on machine learning, 2018"],
"authFullName_s":["Abdoulaye Banire Diallo","Engelbert Mephu Nguifo","Wajdi Dhifli","Elham Azizi","Sandhya Prabhakaran","Wesley Tansey"],
"halId_s":"hal-04540449",
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"producedDateY_i":2019
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"citationRef_s":"<i>BMC Bioinformatics</i>, 2019, 19 (S13), pp.466. <a target=\"_blank\" href=\"https://dx.doi.org/10.1186/s12859-018-2481-y\">⟨10.1186/s12859-018-2481-y⟩</a>",
"citationFull_s":"Wajdi Dhifli, Julia Puig, Aurélien Dispot, Mohamed Elati. Latent network-based representations for large-scale gene expression data analysis. <i>BMC Bioinformatics</i>, 2019, 19 (S13), pp.466. <a target=\"_blank\" href=\"https://dx.doi.org/10.1186/s12859-018-2481-y\">⟨10.1186/s12859-018-2481-y⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04509116v1\">⟨hal-04509116⟩</a>",
"title_s":["Latent network-based representations for large-scale gene expression data analysis"],
"authFullName_s":["Wajdi Dhifli","Julia Puig","Aurélien Dispot","Mohamed Elati"],
"halId_s":"hal-04509116",
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"citationRef_s":"<i>Expert Systems with Applications</i>, 2018, 98, pp.153 - 165. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.eswa.2018.01.015\">⟨10.1016/j.eswa.2018.01.015⟩</a>",
"citationFull_s":"Nour El Islem Karabadji, Samia Beldjoudi, Hassina Seridi, Sabeur Aridhi, Wajdi Dhifli. Improving memory-based user collaborative filtering with evolutionary multi-objective optimization. <i>Expert Systems with Applications</i>, 2018, 98, pp.153 - 165. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.eswa.2018.01.015\">⟨10.1016/j.eswa.2018.01.015⟩</a>. <a target=\"_blank\" href=\"https://inria.hal.science/hal-01807931v1\">⟨hal-01807931⟩</a>",
"title_s":["Improving memory-based user collaborative filtering with evolutionary multi-objective optimization"],
"authFullName_s":["Nour El Islem Karabadji","Samia Beldjoudi","Hassina Seridi","Sabeur Aridhi","Wajdi Dhifli"],
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"producedDateY_i":2018
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"citationRef_s":"<i>2017 IEEE Congress on Evolutionary Computation (CEC)</i>, Jun 2017, Donostia, France. <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/CEC.2017.7969559\">⟨10.1109/CEC.2017.7969559⟩</a>",
"citationFull_s":"Wajdi Dhifli, Noemie Oliveira da Costa, Mohamed Elati. An evolutionary schema for mining skyline clusters of attributed graph data. <i>2017 IEEE Congress on Evolutionary Computation (CEC)</i>, Jun 2017, Donostia, France. <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/CEC.2017.7969559\">⟨10.1109/CEC.2017.7969559⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-01714838v1\">⟨hal-01714838⟩</a>",
"title_s":["An evolutionary schema for mining skyline clusters of attributed graph data"],
"authFullName_s":["Wajdi Dhifli","Noemie Oliveira da Costa","Mohamed Elati"],
"halId_s":"hal-01714838",
"docType_s":"COMM",
"producedDateY_i":2017
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"citationRef_s":"<i>Knowledge-Based Systems</i>, 2017, 119, pp.166 - 177. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.knosys.2016.12.011\">⟨10.1016/j.knosys.2016.12.011⟩</a>",
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"title_s":["An evolutionary scheme for decision tree construction"],
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