2024 Ismaïl Baaj, Zied Bouraoui, Antoine Cornuéjols, Thierry Denoeux, Sébastien Destercke, Didier Dubois, Marie-Jeanne Lesot, João Marques-Silva, Jérôme Mengin, Henri Prade, Steven Schockaert, Mathieu Serrurier, Olivier Strauss, Christel Vrain,
Synergies between machine learning and reasoning - An introduction by the Kay R. Amel group
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International Journal of Approximate Reasoning, vol. 171, pp. 109206, 2024.
2023 Wafaa Rajaa Drioua, Nacéra Benamrane, Lakhdar Sais,
Breast Cancer Histopathological Images Segmentation Using Deep Learning
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Sensors, vol. 23, n° 17, pp. 7318, 2023.
2023 Rim Mohamed, Zied Loukil, Faiez Gargouri, Zied Bouraoui,
Revision of prioritized $$\mathcal {E}\mathcal {L}$$ ontologies
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Applied Intelligence, vol. 53, n° 24, pp. 30359-30383, 2023.
2022 Tingting Zhai, Frédéric Koriche, Yang Gao, Junwu Zhu, Bin Li,
Online active classification via margin-based and feature-based label queries
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Machine Learning, vol. 111, n° 6, pp. 2323-2348, 2022.
2022 Said Jabbour, Yue Ma, Badran Raddaoui, A framework for reasoning about uncertainty in ontologies
in IEEE Intelligent Systems, vol. 37, n° 6, pp. 27-37, 2022.
2022 Ikram Nekkache, Saïd Jabbour, Nadjet Kamel, Lakhdar Saïs, Detecting and exploiting symmetries in sequential pattern mining
in International Journal of Data Mining, Modelling and Management, vol. 14, n° 4, 2022.
2021 Amel Hidouri, Said Jabbour, Badran Raddaoui, Boutheina Ben Yaghlane,
Mining closed high utility itemsets based on propositional satisfiability
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Data and Knowledge Engineering, vol. 136, n° 101927:1-101927:15, 2021.
2021 Ghassen Hamdi, Mohamed Nazih Omri, Salem Benferhat, Zied Bouraoui, Odile Papini, Query answering DL-lite knowledge bases from hidden datasets
in Annals of Mathematics and Artificial Intelligence, vol. 89, n° 3-4, pp. 271-299, 2021.
2020 Antoine Amarilli, Pierre Bourhis, Stefan Mengel, Matthias Niewerth,
Constant-Delay Enumeration for Nondeterministic Document Spanners
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SIGMOD record, vol. 49, n° 1, pp. 25-32, 2020.
2020 Amélie Levray, Salem Benferhat, Karim Tabia,
Possibilistic Networks: Computational Analysis of MAP and MPE Inference
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International Journal on Artificial Intelligence Tools, vol. 29, n° 03n04, pp. 2060005, 2020.
2019 Tingting Zhai, Frederic Koriche, Hao Wang, Yang Gao,
Tracking Sparse Linear Classifiers
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IEEE Transactions on Neural Networks and Learning Systems, vol. 30, n° 7, pp. 2079-2092, 2019.
2018 Abdelhamid Boudane, Saïd Jabbour, Lakhdar Sais, Yakoub Salhi, SAT-Based Data Mining
in International Journal on Artificial Intelligence Tools, vol. 27, n° 01, pp. 1840002, 2018.
2018 Salem Benferhat, Vladik Kreinovich, Amélie Levray, Karim Tabia,
Qualitative conditioning in an interval-based possibilistic setting
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Fuzzy Sets and Systems (FSS), vol. 343, pp. 35-49, 2018.
2024 Nurul Ariyani, Zied Bouraoui, Richard Booth, Steven Schockaert,
Can Language Models Learn Embeddings of Propositional Logic Assertions?
in
Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC/COLING 2024, 2024.
2024 Arthur Marzinkowski, Salem Benferhat, Anastasia Paparrizou, Cédric Piette,
On object detection based on similarity measures from digital maps
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IntelliSys 2023 - Intelligent Systems Conference, vol. 1, 2024.
2024 Amit Gajbhiye, Zied Bouraoui, Luis Anke, Steven Schockaert,
AMenDeD: Modelling Concepts by Aligning Mentions, Definitions and Decontextualised Embeddings
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Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC/COLING 2024, 2024.
2024 Salem Benferhat, Didier Dubois, Henri Prade,
Provenance Calculus and Possibilistic Logic: A Parallel and a Discussion
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17th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2023), Springer Nature Switzerland, vol. 14294, pp. 427-441, 2024.
2023 Omar Ettarguy, Ahlame Begdouri, Salem Benferhat, Carole Delenne,
Syntactic computation of Fagin-Halpern conditioning in possibility theory
in
LPAR 2023 - 24th International Conference on Logic for Programming, Artificial Intelligence and Reasoning, vol. 94, pp. 164-146, 2023.
2023 Na Li, Hanane Kteich, Zied Bouraoui, Steven Schockaert,
Distilling Semantic Concept Embeddings from Contrastively Fine-Tuned Language Models
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SIGIR '23: The 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, ACM, pp. 216-226, 2023.
2023 Said Jabbour, Badran Raddaoui, Lakhdar Sais,
A Symbolic Approach to Computing Disjunctive Association Rules from Data
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Thirty-Second International Joint Conference on Artificial Intelligence {IJCAI-23}, International Joint Conferences on Artificial Intelligence Organization, pp. 2133-2141, 2023.
2023 Jerry Lonlac, Imen Dlala, Said Jabbour, Engelbert Nguifo, Badran Raddaoui, Lakhdar Sais,
Extracting frequent gradual patterns based on SAT
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12th International Conference on Data Science, Technology and Applications (DATA ), SCITEPRESS - Science and Technology Publications, vol. 1, pp. 136-143, 2023.
2023 Badran Raddaoui, Christian Straßer, Said Jabbour,
A Comparative Study of Ranking Formulas Based on Consistency
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Thirty-Second International Joint Conference on Artificial Intelligence {IJCAI-23}, International Joint Conferences on Artificial Intelligence Organization, pp. 3330-3337, 2023.
2023 Amel Hidouri, Badran Raddaoui, Said Jabbour,
Targeting Minimal Rare Itemsets from Transaction Databases
in
Thirty-Second International Joint Conference on Artificial Intelligence {IJCAI-23}, International Joint Conferences on Artificial Intelligence Organization, pp. 2114-2121, 2023.
2023 Motaz Hassine, Saïd Jabbour, Mourad Kmimech, Badran Raddaoui, Mohamed Graiet, A Non-overlapping Community Detection Approach Based on α-Structural Similarity
in International Conference on Big Data Analytics and Knowledge Discovery, 2023.
2023 Rim Mohamed, Truong-Thanh Ma, Zied Bouraoui,
An Application of Priority-Based Lightweight Ontology Merging
in
15th International Conference on Agents and Artificial Intelligence (ICAART 2023), SCITEPRESS - Science and Technology Publications, pp. 268-276, 2023.
2023 Thibault Falque, Bertrand Mazure, Karim Tabia,
Predicting off-block delays: A case study at Paris-Charles de Gaulle International Airport
in
15th International Conference on Agents and Artificial Intelligence (ICAART 2023), vol. 2, pp. 180-189, 2023.
2023 Amit Gajbhiye, Zied Bouraoui, Na Li, Usashi Chatterjee, Luis Espinosa-Anke, Steven Schockaert,
What do Deck Chairs and Sun Hats Have in Common? Uncovering Shared Properties in Large Concept Vocabularies
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Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics, pp. 10587-10596, 2023.
2023 Omar Et-Targuy, Ahlame Begdouri, Salem Benferhat, Carole Delenne, Thanh-Nghi Do, Truong-Thanh Ma,
A Graph-Based Approach for Representing Wastewater Networks from GIS Data: Ensuring Connectivity and Consistency
in
ISDS 2023 - 1rst International Conference on Intelligent Systems and Data Science, Springer Nature Singapore, vol. 1949, pp. 243-257, 2023.
2023 Na Li, Zied Bouraoui, Steven Schockaert,
Ultra-Fine Entity Typing with Prior Knowledge about Labels: A Simple Clustering Based Strategy
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Findings of the Association for Computational Linguistics: EMNLP 2023, Association for Computational Linguistics, pp. 11744-11756, 2023.
2022 Yixiao Wang, Zied Bouraoui, Luis Espinosa-Anke, Steven Schockaert,
Sentence Selection Strategies for Distilling Word Embeddings from BERT
in
Thirteenth Language Resources and Evaluation Conference, pp. 2591–2600, 2022.
2022 Amel Hidouri, Saïd Jabbour, Badran Raddaoui, Mouna Chebbah, Boutheina Ben Yaghlane, A parallel declarative framework for mining high utility itemsets
in IPMU 2022: 19th international conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Springer, vol. 1602, pp. 624–637, 2022.
2022 Saïd Jabbour, Mourad Kmimech, Badran Raddaoui, Discovering overlapping communities based on cohesive subgraph models over graph data
in DaWaK 2022: 24th International Conference on Big Data Analytics and Knowledge Discovery, Springer, vol. 13428, pp. 189-201, 2022.
2022 Rim Mohamed, Zied Bouraoui, Zied Loukil, Faiez Gargouri,
Conflict-Based Inconsistency-Tolerant Query Answering
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Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2022, vol. 35, 2022.
2022 Julien Martin-Prin, Imen Ouled Dlala, Nicolas Travers, Said Jabbour, A Distributed SAT-Based Framework for Closed Frequent Itemset Mining
in Advanced Data Mining and Applications, Springer Nature Switzerland, vol. 13726, pp. 419-433, 2022.
2022 Karim Tabia,
Updating Probability Intervals with Uncertain Inputs
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Thirty-First International Joint Conference on Artificial Intelligence {IJCAI-22}, pp. 2748-2754, 2022.
2022 Kun Yan, Chenbin Zhang, Jun Hou, Ping Wang, Zied Bouraoui, Shoaib Jameel, Steven Schockaert,
Inferring Prototypes for Multi-Label Few-Shot Image Classification with Word Vector Guided Attention
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AAAI Conference on Artificial Intelligence, vol. 36, pp. 2991-2999, 2022.
2022 Said Jabbour, Nizar Mhadhbi, Badran Raddaoui, Lakhdar Saïs,
A Declarative Framework for Maximal k-plex Enumeration Problems
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21st International Conference on Autonomous Agents and Multiagent Systems, AAMAS, 2022.
2022 Amel Hidouri, Saïd Jabbour, Badran Raddaoui, On the enumeration of frequent high utility itemsets: a symbolic AI approach
in CP 2022: 28th international conference on Principles and Practice of Constraint Programming, Leibniz-Zentrum für Informatik, vol. 235, 2022.
2022 Sara Kebir, Karim Tabia,
Classifier Probability Calibration Through Uncertain Information Revision
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International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU22), Springer International Publishing, vol. 1602, pp. 598-611, 2022.
2022 Wafaa Rajaa Drioua, Nacéra Benamrane, Lakhdar Saïs, Breast Cancer Detection from Histopathology Images Based on YOLOv5
in 7th International Conference on Frontiers of Signal Processing (ICFSP), 2022.
2022 Rim Mohamed, Zied Bouraoui, Zied Loukil, Faiez Gargouri,
Min-Based Conditioning of Possibilistic EL Ontology
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Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2022, vol. 35, 2022.
2022 Karl Bringmann, Nofar Carmeli, Stefan Mengel,
Tight Fine-Grained Bounds for Direct Access on Join Queries
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SIGMOD/PODS '22: International Conference on Management of Data, ACM, pp. 427-436, 2022.
2021 Na Li, Zied Bouraoui, Jose Camacho-Collados, Luis Espinosa-Anke, Qing Gu, Steven Schockaert,
Modelling General Properties of Nouns by Selectively Averaging Contextualised Embeddings
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Thirtieth International Joint Conference on Artificial Intelligence {IJCAI-21}, International Joint Conferences on Artificial Intelligence Organization, pp. 3850-3856, 2021.
2021 Amel Hidouri, Saïd Jabbour, Jerry Lonlac, Badran Raddaoui, A constraint-based approach for enumerating gradual itemsets
in ICTAI 2021: 33rd IEEE International Conference on Tools with Artificial Intelligence, IEEE, pp. 582-589, 2021.
2021 Kun Yan, Zied Bouraoui, Ping Wang, Shoaib Jameel, Steven Schockaert,
FEW-SHOT IMAGE CLASSIFICATION WITH MULTI-FACET PROTOTYPES
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ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021.
2021 Kun Yan, Zied Bouraoui, Ping Wang, Shoaib Jameel, Steven Schockaert,
Aligning Visual Prototypes with BERT Embeddings for Few-Shot Learning
in
ICMR '21: International Conference on Multimedia Retrieval, ACM, pp. 367-375, 2021.
2021 Amel Hidouri, Said Jabbour, Badran Raddaoui, Mouna Chebbah, Boutheina Ben Yaghlane, A declarative framework for mining Top-k high utility itemsets
in DaWaK 2021: 23rd international conference on Big Data Analytics and Knowledge Discovery, Springer, pp. 250-256, 2021.
2021 Yacine Izza, Said Jabbour, Badran Raddaoui, Abdelhamid Boudane,
On the Enumeration of Association Rules: A Decomposition-based Approach
in
Twenty-Ninth International Joint Conference on Artificial Intelligence (IJCAI 2020), pp. 1265-1271, 2021.
2021 Amel Hidouri, Saïd Jabbour, Imen Ouled Dlala, Badran Raddaoui, On minimal and maximal high utility itemsets mining using propositional satisfiability
in BIGDATA 2021: IEEE International Conference on Big Data, IEEE, pp. 622-628, 2021.
2020 Cécile Carra, Karim Tabia,
Smart Home for Seniors: Opportunities and Challenges for AI
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ICAART 2020, 12th International Conference on Agents and Artificial Intelligence, 2020.
2020 Rana Alshaikh, Zied Bouraoui, Steven Schockaert, Hierarchical Linear Disentanglement of Data-Driven Conceptual Spaces.
in 29th International Joint Conference in Artificial Intelligence (IJCAI'20), 2020.
2020 Khaled Adeyl, Mourad Kmimech, Nizar Mhadhbi, Badran Raddaoui, Cohesive subgraph models for overlapping community search over networks
in International Conference on Intelligent Software Methodologies, Tools, and Techniques (SOMET), IOS Press, vol. 327, 2020.
2020 Amel Hidouri, Said Jabbour, Badran Raddaoui, Boutheina Ben Yaghlane, A SAT-based approach for mining high utility itemsets from transaction databases
in International Conference on Big Data Analytics and Knowledge Discovery (DaWaK), Springer, Cham, vol. 12393, pp. 91–106, 2020.
2020 Nizar Mhadhbi, Badran Raddaoui,
Maximal clique based influence maximization in networks
in
IPMU 2020: 18th international conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Springer, vol. 1237, pp. 445-456, 2020.
2020 Steven Schockaert, Zied Bouraoui, José Camacho-Collados, Luis Espinosa Anke, Modelling Semantic Categories Using Conceptual Neighborhood
in The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI2020), 2020.
2020 Rana Alshaikh, Shelan S. Jeawak, Zied Bouraoui, Steven Schockaert, A Mixture-of-Experts Model for Learning Multi-Facet Entity Embeddings
in The 28th International Conference on Computational Linguistics (COLING 2020), 2020.
2020 Zied Bouraoui, José Camacho-Collados, Steven Schockaert, Inducing Relational Knowledge from BERT
in The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI2020), 2020.
2019 Salem Benferhat, Zied Bouraoui, Odile Papini, Eric Würbel,
Assertional Removed Sets Merging of DL-Lite Knowledge Bases
in
The 13th international conference on Scalable Uncertainty Management, 2019.
2019 Na Li, Zied Bouraoui, Steven Schockaert, Ontology Completion Using Graph Convolutional Networks.
in 18th International Semantic Web Conference (ISWC 2019), pp. 435-452, 2019.
2019 Zied Bouraoui, Steven Schockaert, Automated Rule Base Completion as Bayesian Concept Induction
in 33rd AAAI Conference on Artificial Intelligence (AAAI'19), pp. 6228-6235, 2019.
2019 Said Jabbour, Jerry Lonlac, Lakhdar Saïs, Mining Gradual Itemsets Using Sequential Pattern Mining
in 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), IEEE, pp. 1-6, 2019.
2019 Rana Alshaikh, Zied Bouraoui, Steven Schockaert, Learning Conceptual Spaces with Disentangled Facets
in 23rd Conference on Computational Natural Language Learning (CoNLL 2019), Association for Computational Linguistics 2019, pp. 131-139, 2019.
2019 Antoine Amarilli, Pierre Bourhis, Stefan Mengel, Matthias Niewerth,
Constant-Delay Enumeration for Nondeterministic Document Spanners
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ICDT, 2019.
2019 Stefan Mengel, Sebastian Skritek,
Characterizing Tractability of Simple Well-Designed Pattern Trees with Projection
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International Conference on Database Theory, 2019.
2019 Said Jabbour, Yue Ma, Badran Raddaoui,
Towards a prudent argumentation framework for reasoning with imperfect ontologies
in
DL 2019: 32nd International Workshop on Description Logics, CEUR Workshop Proceedings, vol. 2373, pp. 48:1-3, 2019.
2019 Saïd Jabbour, Yue Ma, Badran Raddaoui, Handling disagreement in ontologies-based reasoning via argumentation
in WISE 2019: 20th International Conference on Web Information Systems Engineering, Springer, vol. Lecture Notes in Computer Science, vol 11881, pp. 389 - 406, 2019.
2018 Imen Ouled Dlala, Saïd Jabbour, Badran Raddaoui, Lakhdar Saïs, A parallel SAT-based framework for closed frequent itemsets mining
in CP 2018: 24th International Conference on Principles and Practice of Constraint Programming, Springer, pp. 570 - 587, 2018.
2018 Zied Bouraoui, Shoaib Jameel, Steven Schockaert, Unsupervised Learning of Distributional Relation Vectors
in 56th Annual Meeting of the Association for Computational Linguistics (ACL'18), pp. 23-33, 2018.
2018 Zied Bouraoui, Shoaib Jameel, Steven Schockaert, Relation Induction in Word Embeddings Revisited
in 27th International Conference on Computational Linguistics (COLING'18), 2018.
2018 Salem Benferhat, Amélie Levray, Karim Tabia,
Possibilistic Networks: MAP Query and Computational Analysis
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IEEE 30th International Conference on Tools with Artificial Intelligence (ICTAI'18), IEEE, pp. 916-923, 2018.
2018 Said Jabbour, Fatima Ezzahra, Imen Dlala, Badran Raddaoui, Lakhdar Saïs,
On maximal frequent itemsets mining with constraints
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CP 2018 : 24th International Conference on Principles and Practice of Constraint Programming, Springer International Publishing, vol. 11008, pp. 554-569, 2018.
2018 Antoine Amarilli, Pierre Bourhis, Stefan Mengel,
Enumeration on Trees under Relabelings
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21st International Conference on Database Theory,ICDT 2018, 2018.
2018 Ghassen Hamdi, Mohamed Omri, Odile Papini, Salem Benferhat, Zied Bouraoui,
Querying DL-lite Knowledge Bases from Hidden Datasets *
in
International Symposium on Artificial Intelligence and Mathematics, 2018.
2018 Zied Bouraoui, Steven Schockaert, Learning Conceptual Space Representations of Interrelated Concepts
in 27th International Joint Conference on Artificial Intelligence (IJCAI'18), pp. 1760-1766, 2018.
2018 Rym Mohamed, Zied Loukil, Zied Bouraoui, Qualitative-Based Possibilistic EL Ontology
in 21st International Conference on Principles and Practice of Multi-Agent Systems (PRIMA'18), 2018.