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<r><inproceedings key="conf/cbms/MenadAS25" mdate="2026-04-21">
<author pid="339/4690">Safaa Menad</author>
<author pid="99/13">Sa&#239;d Abdedda&#239;m</author>
<author orcid="0000-0001-7668-2819" pid="24/939">Lina Fatima Soualmia</author>
<title>Predicting Similarities Between Biomedical Ontologies : The UMLs Use-Case.</title>
<pages>648-653</pages>
<year>2025</year>
<booktitle>CBMS</booktitle>
<ee>https://doi.org/10.1109/CBMS65348.2025.00134</ee>
<crossref>conf/cbms/2025</crossref>
<url>db/conf/cbms/cbms2025.html#MenadAS25</url>
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</r>
<r><inproceedings key="conf/ecai/MenadAS25" mdate="2026-02-25">
<author orcid="0009-0009-2204-7786" pid="339/4690">Safaa Menad</author>
<author pid="99/13">Sa&#239;d Abdedda&#239;m</author>
<author orcid="0000-0001-7668-2819" pid="24/939">Lina Fatima Soualmia</author>
<title>Biomedical Ontologies Matching and Enrichment with Language Models.</title>
<pages>4460-4467</pages>
<year>2025</year>
<booktitle>ECAI</booktitle>
<ee type="oa">https://doi.org/10.3233/FAIA251345</ee>
<crossref>conf/ecai/2025</crossref>
<url>db/conf/ecai/ecai2025.html#MenadAS25</url>
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<r><inproceedings key="conf/f-ic/MenadAS25" mdate="2025-07-31">
<author pid="339/4690">Safaa Menad</author>
<author pid="99/13">Sa&#239;d Abdedda&#239;m</author>
<author pid="24/939">Lina Fatima Soualmia</author>
<title>Pr&#233;diction de similarit&#233;s entre vocabulaires : exemple de l'UMLS.</title>
<pages>56-61</pages>
<year>2025</year>
<booktitle>IC</booktitle>
<ee>https://hal.science/hal-05189813v2/document</ee>
<crossref>conf/f-ic/2025</crossref>
<url>db/conf/f-ic/ic2025.html#MenadAS25</url>
</inproceedings>
</r>
<r><inproceedings key="conf/om2/MenadAS25" mdate="2026-03-12">
<author pid="339/4690">Safaa Menad</author>
<author pid="99/13">Sa&#239;d Abdedda&#239;m</author>
<author pid="24/939">Lina Fatima Soualmia</author>
<title>BioSTransMatch Results @ OAEI 2025.</title>
<pages>182-186</pages>
<year>2025</year>
<booktitle>OM@ISWC</booktitle>
<ee type="oa">https://ceur-ws.org/Vol-4144/om2025-oaei-paper8.pdf</ee>
<crossref>conf/om2/2025</crossref>
<url>db/conf/om2/om2025.html#MenadAS25</url>
</inproceedings>
</r>
<r><inproceedings key="conf/swat4ls/MenadAS25" mdate="2026-04-30">
<author pid="339/4690">Safaa Menad</author>
<author pid="99/13">Sa&#239;d Abdedda&#239;m</author>
<author pid="24/939">Lina Fatima Soualmia</author>
<title>Merging and Validating Health Ontologies: A Framework for Ontological Integration and Evaluation.</title>
<pages>160-165</pages>
<year>2025</year>
<booktitle>SWAT4HCLS</booktitle>
<ee type="oa">https://ceur-ws.org/Vol-4196/paper_65.pdf</ee>
<crossref>conf/swat4ls/2025</crossref>
<url>db/conf/swat4ls/swat4hcls2025.html#MenadAS25</url>
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<r><inproceedings key="conf/f-ic/MenadAS24" mdate="2025-10-28">
<author pid="339/4690">Safaa Menad</author>
<author pid="99/13">Sa&#239;d Abdedda&#239;m</author>
<author pid="24/939">Lina Fatima Soualmia</author>
<title>Fusion d'ontologies biom&#233;dicales par des mod&#232;les siamois et validation par mod&#232;les de langue.</title>
<pages>82-91</pages>
<year>2024</year>
<booktitle>IC</booktitle>
<ee>https://hal.science/hal-04638014v1/document</ee>
<crossref>conf/f-ic/2024</crossref>
<url>db/conf/f-ic/ic2024.html#MenadAS24</url>
</inproceedings>
</r>
<r><inproceedings key="conf/iwbbio/MenadAS24" mdate="2024-08-28">
<author pid="339/4690">Safaa Menad</author>
<author pid="99/13">Sa&#239;d Abdedda&#239;m</author>
<author pid="24/939">Lina Fatima Soualmia</author>
<title>SiMHOMer: Siamese Models for Health Ontologies Merging and Validation Through Large Language Models.</title>
<pages>117-129</pages>
<year>2024</year>
<booktitle>IWBBIO (1)</booktitle>
<ee>https://doi.org/10.1007/978-3-031-64629-4_9</ee>
<crossref>conf/iwbbio/2024-1</crossref>
<url>db/conf/iwbbio/iwbbio2024-1.html#MenadAS24</url>
<stream>streams/conf/iwbbio</stream>
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</r>
<r><inproceedings key="conf/mie/AbdeddaimS24" mdate="2025-03-03">
<author orcid="0009-0009-2204-7786" pid="339/4690">Safaa Menad</author>
<author pid="99/13">Sa&#239;d Abdedda&#239;m</author>
<author orcid="0000-0001-7668-2819" pid="24/939">Lina Fatima Soualmia</author>
<title>Merging Biomedical Ontologies with BioSTransformers.</title>
<pages>771-775</pages>
<year>2024</year>
<booktitle>MIE</booktitle>
<ee>https://doi.org/10.3233/SHTI240526</ee>
<crossref>conf/mie/2024</crossref>
<url>db/conf/mie/mie2024.html#AbdeddaimS24</url>
</inproceedings>
</r>
<r><inproceedings key="conf/om2/MenadAS24" mdate="2025-01-23">
<author pid="339/4690">Safaa Menad</author>
<author pid="99/13">Sa&#239;d Abdedda&#239;m</author>
<author pid="24/939">Lina Fatima Soualmia</author>
<title>BioSTransMatch Results @ OAEI 2024.</title>
<pages>132-137</pages>
<year>2024</year>
<booktitle>OM@ISWC</booktitle>
<ee type="oa">https://ceur-ws.org/Vol-3897/oaei2024_paper6.pdf</ee>
<crossref>conf/om2/2024</crossref>
<url>db/conf/om2/om2024.html#MenadAS24</url>
</inproceedings>
</r>
<r><inproceedings key="conf/cce2/MenadLAS23" mdate="2024-08-04">
<author pid="339/4690">Safaa Menad</author>
<author pid="278/8856">Wissame Laddada</author>
<author pid="99/13">Sa&#239;d Abdedda&#239;m</author>
<author orcid="0000-0001-7668-2819" pid="24/939">Lina Fatima Soualmia</author>
<title>New Siamese Neural Networks for Text Classification and Ontologies Alignment.</title>
<pages>16-29</pages>
<year>2023</year>
<booktitle>CCE</booktitle>
<ee>https://doi.org/10.1007/978-3-031-44355-8_2</ee>
<crossref>conf/cce2/2023</crossref>
<url>db/conf/cce2/cce2023.html#MenadLAS23</url>
</inproceedings>
</r>
<r><inproceedings key="conf/f-egc/MenadAS23" mdate="2024-11-06">
<author pid="339/4690">Safaa Menad</author>
<author pid="99/13">Sa&#239;d Abdedda&#239;m</author>
<author pid="24/939">Lina Fatima Soualmia</author>
<title>BioSTransformers: Mod&#232;les de langage pour l'apprentissage sans exemple dans des textes biom&#233;dicaux.</title>
<pages>409-416</pages>
<year>2023</year>
<booktitle>EGC</booktitle>
<ee type="oa">https://editions-rnti.fr/?inprocid=1002844</ee>
<crossref>conf/f-egc/2023</crossref>
<url>db/conf/f-egc/egc2023.html#MenadAS23</url>
</inproceedings>
</r>
<r><inproceedings key="conf/f-ic/MenadLAS23" mdate="2023-07-07">
<author pid="339/4690">Safaa Menad</author>
<author pid="278/8856">Wissame Laddada</author>
<author pid="99/13">Sa&#239;d Abdedda&#239;m</author>
<author pid="24/939">Lina Fatima Soualmia</author>
<title>Nouveaux r&#233;seaux neuronaux profonds pour l'alignement d'ontologies.</title>
<pages>110-115</pages>
<year>2023</year>
<booktitle>IC</booktitle>
<crossref>conf/f-ic/2023</crossref>
<url>db/conf/f-ic/ic2023.html#MenadLAS23</url>
</inproceedings>
</r>
<r><inproceedings key="conf/fqas/MenadAS23" mdate="2024-08-04">
<author pid="339/4690">Safaa Menad</author>
<author pid="99/13">Sa&#239;d Abdedda&#239;m</author>
<author orcid="0000-0001-7668-2819" pid="24/939">Lina Fatima Soualmia</author>
<title>Flexible Classification, Question-Answering and Retrieval with Siamese Neural Networks for Biomedical Texts.</title>
<pages>27-38</pages>
<year>2023</year>
<booktitle>FQAS</booktitle>
<ee>https://doi.org/10.1007/978-3-031-42935-4_3</ee>
<crossref>conf/fqas/2023</crossref>
<url>db/conf/fqas/fqas2023.html#MenadAS23</url>
</inproceedings>
</r>
<r><inproceedings key="conf/ic3k/MenadLAS23" mdate="2024-08-04">
<author pid="339/4690">Safaa Menad</author>
<author pid="278/8856">Wissame Laddada</author>
<author pid="99/13">Sa&#239;d Abdedda&#239;m</author>
<author orcid="0000-0001-7668-2819" pid="24/939">Lina Fatima Soualmia</author>
<title>BioSTransformers for Biomedical Ontologies Alignment.</title>
<pages>73-84</pages>
<year>2023</year>
<booktitle>KEOD</booktitle>
<ee>https://doi.org/10.5220/0012188600003598</ee>
<crossref>conf/ic3k/2023keod</crossref>
<url>db/conf/ic3k/keod2023.html#MenadLAS23</url>
</inproceedings>
</r>
<r><inproceedings key="conf/medinfo/AbdeddaimVS19" mdate="2021-02-03">
<author pid="99/13">Sa&#239;d Abdedda&#239;m</author>
<author pid="232/2099">Sylvestre Vimard</author>
<author orcid="0000-0001-7668-2819" pid="24/939">Lina Fatima Soualmia</author>
<title>The MeSH-Gram Neural Network Model: Extending Word Embedding Vectors with MeSH Concepts for Semantic Similarity.</title>
<pages>5-9</pages>
<year>2019</year>
<booktitle>MedInfo</booktitle>
<ee type="oa">https://doi.org/10.3233/SHTI190172</ee>
<ee>https://www.wikidata.org/entity/Q92778159</ee>
<crossref>conf/medinfo/2019</crossref>
<url>db/conf/medinfo/medinfo2019.html#AbdeddaimVS19</url>
</inproceedings>
</r>
<r><article publtype="informal" key="journals/corr/abs-1812-02309" mdate="2021-01-23">
<author pid="99/13">Sa&#239;d Abdedda&#239;m</author>
<author pid="232/2099">Sylvestre Vimard</author>
<author orcid="0000-0001-7668-2819" pid="24/939">Lina Fatima Soualmia</author>
<title>The MeSH-gram Neural Network Model: Extending Word Embedding Vectors with MeSH Concepts for UMLS Semantic Similarity and Relatedness in the Biomedical Domain.</title>
<year>2018</year>
<volume>abs/1812.02309</volume>
<journal>CoRR</journal>
<ee type="oa">http://arxiv.org/abs/1812.02309</ee>
<url>db/journals/corr/corr1812.html#abs-1812-02309</url>
</article>
</r>
<r><article key="journals/kais/HaddoudMLA16" mdate="2025-01-19">
<author orcid="0000-0003-3556-7755" pid="149/0900">Mounia Haddoud</author>
<author pid="19/5783">A&#239;cha Mokhtari</author>
<author orcid="0000-0002-1900-3397" pid="l/ThierryLecroq">Thierry Lecroq</author>
<author pid="99/13">Sa&#239;d Abdedda&#239;m</author>
<title>Combining supervised term-weighting metrics for SVM text classification with extended term representation.</title>
<pages>909-931</pages>
<year>2016</year>
<volume>49</volume>
<journal>Knowl. Inf. Syst.</journal>
<number>3</number>
<ee>https://doi.org/10.1007/s10115-016-0924-1</ee>
<ee>https://www.wikidata.org/entity/Q125927639</ee>
<url>db/journals/kais/kais49.html#HaddoudMLA16</url>
</article>
</r>
<r><inproceedings key="conf/cibb/HaddoudMLA15" mdate="2018-11-02">
<author pid="149/0900">Mounia Haddoud</author>
<author pid="19/5783">A&#239;cha Mokhtari</author>
<author orcid="0000-0002-1900-3397" pid="l/ThierryLecroq">Thierry Lecroq</author>
<author pid="99/13">Sa&#239;d Abdedda&#239;m</author>
<title>Supervised Term Weights for Biomedical Text Classification: Improvements in Nearest Centroid Computation.</title>
<pages>98-113</pages>
<year>2015</year>
<booktitle>CIBB</booktitle>
<ee>https://doi.org/10.1007/978-3-319-44332-4_8</ee>
<crossref>conf/cibb/2015</crossref>
<url>db/conf/cibb/cibb2015.html#HaddoudMLA15</url>
</inproceedings>
</r>
<r><inproceedings key="conf/issi/HaddoudMLA15" mdate="2023-03-10">
<author pid="149/0900">Mounia Haddoud</author>
<author pid="19/5783">A&#239;cha Mokhtari</author>
<author pid="l/ThierryLecroq">Thierry Lecroq</author>
<author pid="99/13">Sa&#239;d Abdedda&#239;m</author>
<title>Accurate Keyphrase Extraction from Scientific Papers by Mining Linguistic Information.</title>
<pages>12-17</pages>
<year>2015</year>
<booktitle>CLBib@ISSI</booktitle>
<ee type="oa">https://ceur-ws.org/Vol-1384/paper2.pdf</ee>
<crossref>conf/issi/2015clbib</crossref>
<url>db/conf/issi/clbib2015.html#HaddoudMLA15</url>
</inproceedings>
</r>
<r><article key="journals/jis/HaddoudA14" mdate="2019-06-06">
<author pid="149/0900">Mounia Haddoud</author>
<author pid="99/13">Sa&#239;d Abdedda&#239;m</author>
<title>Accurate keyphrase extraction by discriminating overlapping phrases.</title>
<pages>488-500</pages>
<year>2014</year>
<volume>40</volume>
<journal>J. Inf. Sci.</journal>
<number>4</number>
<ee>https://doi.org/10.1177/0165551514530210</ee>
<url>db/journals/jis/jis40.html#HaddoudA14</url>
</article>
</r>
<r><article key="journals/jda/PelfreneAA05" mdate="2021-02-16">
<author pid="09/1207">Johann Pelfr&#234;ne</author>
<author pid="99/13">Sa&#239;d Abdedda&#239;m</author>
<author pid="57/566">Jo&#235;l Alexandre</author>
<title>Extracting approximate patterns.</title>
<pages>293-320</pages>
<year>2005</year>
<volume>3</volume>
<journal>J. Discrete Algorithms</journal>
<number>2-4</number>
<ee type="oa">https://doi.org/10.1016/j.jda.2004.08.010</ee>
<url>db/journals/jda/jda3.html#PelfreneAA05</url>
</article>
</r>
<r><inproceedings key="conf/cpm/PelfreneAA03" mdate="2017-05-26">
<author pid="09/1207">Johann Pelfr&#234;ne</author>
<author pid="99/13">Sa&#239;d Abdedda&#239;m</author>
<author pid="57/566">Jo&#235;l Alexandre</author>
<title>Extracting Approximate Patterns.</title>
<pages>328-347</pages>
<year>2003</year>
<crossref>conf/cpm/2003</crossref>
<booktitle>CPM</booktitle>
<ee>https://doi.org/10.1007/3-540-44888-8_24</ee>
<url>db/conf/cpm/cpm2003.html#PelfreneAA03</url>
</inproceedings>
</r>
<r><article key="journals/bioinformatics/MorgensternRAHMDM02" mdate="2020-03-02">
<author pid="62/5598">Burkhard Morgenstern</author>
<author pid="31/6376">Oliver Rinner</author>
<author pid="99/13">Sa&#239;d Abdedda&#239;m</author>
<author pid="64/4428">Dirk Haase</author>
<author pid="38/4665">Klaus F. X. Mayer</author>
<author pid="70/4796">Andreas W. M. Dress</author>
<author orcid="0000-0002-9713-6398" pid="m/HansWernerMewes">Hans-Werner Mewes</author>
<title>Exon discovery by genomic sequence alignment.</title>
<pages>777-787</pages>
<year>2002</year>
<volume>18</volume>
<journal>Bioinform.</journal>
<number>6</number>
<url>db/journals/bioinformatics/bioinformatics18.html#MorgensternRAHMDM02</url>
<ee>https://doi.org/10.1093/bioinformatics/18.6.777</ee>
<ee>https://www.wikidata.org/entity/Q48631085</ee>
</article>
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<r><inproceedings key="conf/jobim/AbdeddaimM00" mdate="2017-05-23">
<author pid="99/13">Sa&#239;d Abdedda&#239;m</author>
<author pid="62/5598">Burkhard Morgenstern</author>
<title>Speeding Up the DIALIGN Multiple Alignment Program by Using the 'Greedy Alignment of BIOlogical Sequences LIBrary' (GABIOS-LIB).</title>
<pages>1-11</pages>
<year>2000</year>
<crossref>conf/jobim/2000</crossref>
<booktitle>JOBIM</booktitle>
<ee>https://doi.org/10.1007/3-540-45727-5_1</ee>
<url>db/conf/jobim/jobim2000.html#AbdeddaimM00</url>
</inproceedings>
</r>
<r><article key="journals/ijait/Abdeddaim97" mdate="2020-05-12">
<author pid="99/13">Sa&#239;d Abdedda&#239;m</author>
<title>Fast and Sound Two-Step Algorithms for Multiple Alignment of Nucleic Sequences.</title>
<pages>179-192</pages>
<year>1997</year>
<volume>6</volume>
<journal>Int. J. Artif. Intell. Tools</journal>
<number>2</number>
<ee>https://doi.org/10.1142/S0218213097000104</ee>
<url>db/journals/ijait/ijait6.html#Abdeddaim97</url>
</article>
</r>
<r><inproceedings key="conf/cpm/Abdeddaim97" mdate="2017-05-22">
<author pid="99/13">Sa&#239;d Abdedda&#239;m</author>
<title>On Incremental Computation of Transitive Closure and Greedy Alignment.</title>
<pages>167-179</pages>
<year>1997</year>
<crossref>conf/cpm/1997</crossref>
<booktitle>CPM</booktitle>
<url>db/conf/cpm/cpm97.html#Abdeddaim97</url>
<ee>https://doi.org/10.1007/3-540-63220-4_58</ee>
</inproceedings>
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<co c="1"><na f="d/Dress:Andreas_W=_M=" pid="70/4796">Andreas W. M. Dress</na></co>
<co c="1"><na f="h/Haase:Dirk" pid="64/4428">Dirk Haase</na></co>
<co c="0"><na f="h/Haddoud:Mounia" pid="149/0900">Mounia Haddoud</na></co>
<co c="0"><na f="l/Laddada:Wissame" pid="278/8856">Wissame Laddada</na></co>
<co c="0"><na f="l/Lecroq:Thierry" pid="l/ThierryLecroq">Thierry Lecroq</na></co>
<co c="1"><na f="m/Mayer:Klaus_F=_X=" pid="38/4665">Klaus F. X. Mayer</na></co>
<co c="0"><na f="m/Menad:Safaa" pid="339/4690">Safaa Menad</na></co>
<co c="1"><na f="m/Mewes:Hans=Werner" pid="m/HansWernerMewes">Hans-Werner Mewes</na></co>
<co c="0"><na f="m/Mokhtari:A=iuml=cha" pid="19/5783">A&#239;cha Mokhtari</na></co>
<co c="1"><na f="m/Morgenstern:Burkhard" pid="62/5598">Burkhard Morgenstern</na></co>
<co c="0"><na f="p/Pelfr=ecirc=ne:Johann" pid="09/1207">Johann Pelfr&#234;ne</na></co>
<co c="1"><na f="r/Rinner:Oliver" pid="31/6376">Oliver Rinner</na></co>
<co c="0"><na f="s/Soualmia:Lina_Fatima" pid="24/939">Lina Fatima Soualmia</na></co>
<co c="0"><na f="v/Vimard:Sylvestre" pid="232/2099">Sylvestre Vimard</na></co>
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