Khalid Benabdeslem

81 papers A* 2A 2B 19C 4Misc 1Journal 25Unranked 28

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	ATOM: AdapTive and OptiMized dynamic temporal knowledge graph construction using LLMs. EACL (Findings) Yassir Lairgi, Ludovic Moncla, Khalid Benabdeslem, Rémy Cazabet, Pierre Cléau
2025	J	`jnl`	A temporal dependency preserving approach for anomaly detection on multivariate time series. World Wide Web (WWW) Seif-Eddine Benkabou, Khalid Benabdeslem, Dou El Kefel Mansouri, Souleyman Chaib, Amin Mesmoudi, Allel Hadjali
2025	J	`jnl`	ATOM: AdapTive and OptiMized dynamic temporal knowledge graph construction using LLMs. CoRR Yassir Lairgi, Ludovic Moncla, Khalid Benabdeslem, Rémy Cazabet, Pierre Cléau
2025	—	`conf`	LLMs to Replace Crowdsourcing in Generating Syntactically Diverse Paraphrases for Task-Oriented Chatbots. CAiSE (1) Auday Berro, Vitor Gaboardi Dos Santos, Boualem Benatallah, Khalid Benabdeslem
2024	—	`conf`	Bias Exposed: The BiaXposer Framework for NLP Fairness. ICSOC (1) Yacine Gaci, Boualem Benatallah, Fabio Casati, Khalid Benabdeslem
2024	—	`conf`	Error Types in Transformer-Based Paraphrasing Models: A Taxonomy, Paraphrase Annotation Model and Dataset. ECML/PKDD (1) Auday Berro, Boualem Benatallah, Yacine Gaci, Khalid Benabdeslem
2024	J	`jnl`	Fréchet regression for multi-label feature selection with implicit regularization. CoRR Dou El Kefel Mansouri, Seif-Eddine Benkabou, Khalid Benabdeslem
2024	J	`jnl`	Implicit Regularization for Multi-label Feature Selection. CoRR Dou El Kefel Mansouri, Khalid Benabdeslem, Seif-Eddine Benkabou
2024	J	`jnl`	Multi-View Majority Vote Learning Algorithms: Direct Minimization of PAC-Bayesian Bounds. CoRR Mehdi Hennequin, Abdelkrim Zitouni, Khalid Benabdeslem, Haytham Elghazel, Yacine Gaci
2024	J	`jnl`	PAC-Bayesian Domain Adaptation Bounds for Multi-view learning. CoRR Mehdi Hennequin, Khalid Benabdeslem, Haytham Elghazel
2024	—	`conf`	iText2KG: Incremental Knowledge Graphs Construction Using Large Language Models. WISE (4) Yassir Lairgi, Ludovic Moncla, Rémy Cazabet, Khalid Benabdeslem, Pierre Cléau
2024	J	`jnl`	iText2KG: Incremental Knowledge Graphs Construction Using Large Language Models. CoRR Yassir Lairgi, Ludovic Moncla, Rémy Cazabet, Khalid Benabdeslem, Pierre Cléau
2024	J	`jnl`	mFILS: Tri-Selection via Convex and Nonconvex Regularizations. IEEE Trans. Neural Networks Learn. Syst. Dou El Kefel Mansouri, Khalid Benabdeslem, Seif-Eddine Benkabou, Souleyman Chaib, Mohamed Chohri
2023	B	`conf`	Accounting for Imputation Uncertainty During Neural Network Training. DaWaK Thomas Ranvier, Haytham Elghazel, Emmanuel Coquery, Khalid Benabdeslem
2023	J	`jnl`	CoSP: co-selection pick for a global explainability of black box machine learning models. World Wide Web (WWW) Dou El Kefel Mansouri, Seif-Eddine Benkabou, Khoula Meddahi, Allel Hadjali, Amin Mesmoudi, Khalid Benabdeslem, Souleyman Chaib
2023	J	`jnl`	Query-adaptive training data recommendation for cross-building predictive modeling. Knowl. Inf. Syst. Mouna Labiadh, Christian Obrecht, Catarina Ferreira Da Silva, Parisa Ghodous, Khalid Benabdeslem
2023	B	`conf`	RSMS: Robust Semi-supervised Multi-label Feature Selection for Regression. ICTAI Vivien Kraus, Khalid Benabdeslem, Seif-Eddine Benkabou, Dou El Kefel Mansouri, Bruno Canitia
2023	B	`conf`	Societal Versus Encoded Stereotypes in Text Encoders. ICTAI Yacine Gaci, Boualem Benatallah, Fabio Casati, Khalid Benabdeslem
2023	—	`conf`	Targeting the Source: Selective Data Curation for Debiasing NLP Models. ECML/PKDD (2) Yacine Gaci, Boualem Benatallah, Fabio Casati, Khalid Benabdeslem
2022	B	`conf`	Adversarial Multi - View Domain Adaptation for Regression. IJCNN Mehdi Hennequin, Khalid Benabdeslem, Haytham Elghazel
2022	—	`conf`	Autoencoder-Based Attribute Noise Handling Method for Medical Data. ICONIP (6) Thomas Ranvier, Haytham Elghazel, Emmanuel Coquery, Khalid Benabdeslem
2022	J	`jnl`	Autoencoder-based Attribute Noise Handling Method for Medical Data. CoRR Thomas Ranvier, Haytham Elghazel, Emmanuel Coquery, Khalid Benabdeslem
2022	—	`conf`	Conceptual Similarity for Subjective Tags. AACL/IJCNLP (Findings) Yacine Gaci, Boualem Benatallah, Fabio Casati, Khalid Benabdeslem
2022	A*	`conf`	Debiasing Pretrained Text Encoders by Paying Attention to Paying Attention. EMNLP Yacine Gaci, Boualem Benatallah, Fabio Casati, Khalid Benabdeslem
2022	J	`jnl`	Deep Multi-View Learning for Tire Recommendation. CoRR Thomas Ranvier, Kilian Bourhis, Khalid Benabdeslem, Bruno Canitia
2022	Misc	`conf`	Iterative adversarial removal of gender bias in pretrained word embeddings. SAC Yacine Gaci, Boualem Benatallah, Fabio Casati, Khalid Benabdeslem
2022	J	`jnl`	Local Anomaly Detection for Multivariate Time Series by Temporal Dependency Based on Poisson Model. IEEE Trans. Neural Networks Learn. Syst. Seif-Eddine Benkabou, Khalid Benabdeslem, Vivien Kraus, Kilian Bourhis, Bruno Canitia
2022	B	`conf`	Masked Language Models as Stereotype Detectors? EDBT Yacine Gaci, Boualem Benatallah, Fabio Casati, Khalid Benabdeslem
2022	—	`conf`	Multi-view Self-attention for Regression Domain Adaptation with Feature Selection. ICONIP (1) Mehdi Hennequin, Khalid Benabdeslem, Haytham Elghazel, Thomas Ranvier, Eric Michoux
2022	B	`conf`	Towards a Co-selection Approach for a Global Explainability of Black Box Machine Learning Models. WISE Khoula Meddahi, Seif-Eddine Benkabou, Allel Hadjali, Amin Mesmoudi, Dou El Kefel Mansouri, Khalid Benabdeslem, Souleyman Chaib
2022	J	`jnl`	sCOs: Semi-Supervised Co-Selection by a Similarity Preserving Approach. IEEE Trans. Knowl. Data Eng. Khalid Benabdeslem, Dou El Kefel Mansouri, Raywat Makkhongkaew
2021	J	`jnl`	3-3FS: ensemble method for semi-supervised multi-label feature selection. Knowl. Inf. Syst. Abdelouahid Alalga, Khalid Benabdeslem, Dou El Kefel Mansouri
2021	J	`jnl`	An Extensible and Reusable Pipeline for Automated Utterance Paraphrases. Proc. VLDB Endow. Auday Berro, Mohammad-ali Yaghub Zade Fard, Marcos Báez, Boualem Benatallah, Khalid Benabdeslem
2021	—	`conf`	Apprentissage multi-vues pour la recommandation dans le domaine du pneumatique. EGC Thomas Ranvier, Khalid Benabdeslem, Kilian Bourhis, Bruno Canitia
2021	A	`conf`	Automated Paraphrase Generation with Over-Generation and Pruning Services. ICSOC Auday Berro, Marcos Báez, Boualem Benatallah, Khalid Benabdeslem, Mohammad-ali Yaghub Zade Fard
2021	B	`conf`	Deep Multi-View Learning for Tire Recommendation. IJCNN Thomas Ranvier, Khalid Benabdeslem, Kilian Bourhis, Bruno Canitia
2021	B	`conf`	Subjectivity Aware Conversational Search Services. EDBT Yacine Gaci, Jorge Ramírez, Boualem Benatallah, Fabio Casati, Khalid Benabdeslem
2021	J	`jnl`	The Mode-Fisher pooling for time complexity optimization in deep convolutional neural networks. Neural Comput. Appl. Dou El Kefel Mansouri, Bachir Kaddar, Seif-Eddine Benkabou, Khalid Benabdeslem
2021	—	`conf`	Towards Multi-label Feature Selection by Instance and Label Selections. PAKDD (2) Dou El Kefel Mansouri, Khalid Benabdeslem
2020	B	`conf`	A Generative Time Series Clustering Framework Based on an Ensemble Mixture of HMMs. ICTAI Mohamad Kanaan, Khalid Benabdeslem, Hamamache Kheddouci
2020	—	`conf`	Approches hybrides pour la recommandation dans le domaine du pneumatique. EGC Assaad Kenaan, Khalid Benabdeslem, Kilian Bourhis, Bruno Canitia
2020	B	`conf`	Data augmentation process to improve deep learning-based NER task in the automotive industry field. IJCNN Abdenacer Keraghel, Khalid Benabdeslem, Bruno Canitia
2020	B	`conf`	Laplacian-based Semi-supervised Multi-Label Regression. IJCNN Vivien Kraus, Khalid Benabdeslem, Bruno Canitia
2020	—	`conf`	Étude comparative pour l'analyse de requêtes complexes dans le domaine du pneumatique. EGC Abdenacer Keraghel, Khalid Benabdeslem, Bruno Canitia
2019	B	`conf`	A Novel Proposed Pooling for Convolutional Neural Network. ICTAI Dou El Kefel Mansouri, Seif-Eddine Benkabou, Bachir Kaddar, Khalid Benabdeslem
2019	—	`conf`	Entre factorisation de matrices et apprentissage profond pour la recommandation dans le domaine du pneumatique. EGC Kilian Bourhis, Khalid Benabdeslem, Bruno Canitia
2019	C	`conf`	Reducing Traffic Congestion by LSTM-LOF Framework. AICCSA Dou El Kefel Mansouri, Seif-Eddine Benkabou, Bachir Kaddar, Josep Lluís Larriba-Pey, Khalid Benabdeslem
2018	B	`conf`	An Improved Laplacian Semi-Supervised Regression. ICTAI Vivien Kraus, Seif-Eddine Benkabou, Khalid Benabdeslem, Frédéric Cherqui
2018	—	`conf`	Régression Laplacienne semi-supervisée pour la reconstitution des dates de pose des réseaux d'assainissement. EGC Vivien Kraus, Khalid Benabdeslem, Frédéric Cherqui
2018	J	`jnl`	Unsupervised outlier detection for time series by entropy and dynamic time warping. Knowl. Inf. Syst. Seif-Eddine Benkabou, Khalid Benabdeslem, Bruno Canitia
2017	—	`conf`	Local-to-Global Unsupervised Anomaly Detection from Temporal Data. PAKDD (1) Seif-Eddine Benkabou, Khalid Benabdeslem, Bruno Canitia
2017	B	`conf`	ℓ2-type regularization-based unsupervised anomaly detection from temporal data. IJCNN Seif-Eddine Benkabou, Khalid Benabdeslem, Bruno Canitia
2016	J	`jnl`	Ensemble constrained Laplacian score for efficient and robust semi-supervised feature selection. Knowl. Inf. Syst. Khalid Benabdeslem, Haytham Elghazel, Mohammed M. Al-Hindawi
2016	—	`conf`	Semi-Supervised Similarity Preserving Co-Selection. ICDM Workshops Raywat Makkhongkaew, Khalid Benabdeslem
2016	B	`conf`	Semi-supervised co-selection: Features and instances by a weighting approach. IJCNN Raywat Makkhongkaew, Khalid Benabdeslem, Haytham Elghazel
2016	J	`jnl`	Soft-constrained Laplacian score for semi-supervised multi-label feature selection. Knowl. Inf. Syst. Abdelouahid Alalga, Khalid Benabdeslem, Nora Taleb
2015	—	`conf`	Weighting Based Approach for Semi-supervised Feature Selection. ICONIP (4) Khalid Benabdeslem, Mohammed M. Al-Hindawi, Raywat Makkhongkaew
2014	J	`jnl`	Different Aspects of Clustering The Self-Organizing Maps. Neural Process. Lett. Haytham Elghazel, Khalid Benabdeslem
2014	J	`jnl`	Efficient Semi-Supervised Feature Selection: Constraint, Relevance, and Redundancy. IEEE Trans. Knowl. Data Eng. Khalid Benabdeslem, Mohammed M. Al-Hindawi
2013	J	`jnl`	Bi-clustering continuous data with self-organizing map. Neural Comput. Appl. Khalid Benabdeslem, Kais Allab
2013	A	`conf`	Local-to-global semi-supervised feature selection. CIKM Mohammed M. Al-Hindawi, Khalid Benabdeslem
2011	—	`conf`	A Graph Enrichment Based Clustering over Vertically Partitioned Data. ADMA (1) Khalid Benabdeslem, Brice Effantin, Haytham Elghazel
2011	—	`conf`	Constrained Laplacian Score for Semi-supervised Feature Selection. ECML/PKDD (1) Khalid Benabdeslem, Mohammed M. Al-Hindawi
2011	—	`conf`	Constraint Selection for Semi-supervised Topological Clustering. ECML/PKDD (1) Kais Allab, Khalid Benabdeslem
2011	A*	`conf`	Constraint Selection-Based Semi-supervised Feature Selection. ICDM Mohammed M. Al-Hindawi, Kais Allab, Khalid Benabdeslem
2010	—	`conf`	A Graph Based Framework for Clustering and Characterization of SOM. ICANN (3) Rakia Jaziri, Khalid Benabdeslem, Haytham Elghazel
2010	B	`conf`	Consensus clustering by graph based approach. ESANN Haytham Elghazel, Khalid Benabdeslem, Fatma Hamdi
2010	—	`conf`	Une approche de co-classification automatique à base des cartes topologiques. AAFD Kais Allab, Khalid Benabdeslem, Alexandre Aussem
2010	J	`jnl`	Visualization and clustering of categorical data with probabilistic self-organizing map. Neural Comput. Appl. Mustapha Lebbah, Khalid Benabdeslem
2009	—	`conf`	A Probabilistic Approach for Constrained Clustering with Topological Map. MLDM Khalid Benabdeslem, Jihène Snoussi
2009	C	`conf`	McSOM: Minimal Coloring of Self-Organizing Map. ADMA Haytham Elghazel, Khalid Benabdeslem, Hamamache Kheddouci
2009	—	`conf`	Towards B-Coloring of SOM. MLDM Haytham Elghazel, Khalid Benabdeslem
2008	—	`conf`	Classification sous contraintes probabilistes par les cartes topologiques. AAFD Jihène Snoussi, Khalid Benabdeslem
2008	—	`conf`	Intégration de contraintes dans les cartes auto-organisatrices. EGC Anouar BenaHassena, Khalid Benabdeslem, Fazia Bellal, Alexandre Aussem, Bruno Canitia
2008	B	`conf`	SOM based clustering with instance-level constraints. ESANN Fazia Bellal, Khalid Benabdeslem, Alexandre Aussem
2007	—	`conf`	Approche connexionniste pour l'extraction de profils cas-témoins du cancer du Nasopharynx à partir des données issues d'une étude épidémiologique. EGC Khalid Benabdeslem, Mustapha Lebbah, Alexandre Aussem, Marilys Corbex
2007	B	`conf`	Constrained Graph b-Coloring Based Clustering Approach. DaWaK Haytham Elghazel, Khalid Benabdeslem, Alain Dussauchoy
2006	J	`jnl`	Dendogram-based SVM for Multi-Class Classification. J. Comput. Inf. Technol. Khalid Benabdeslem, Younès Bennani
2006	B	`conf`	Descendant hierarchical support vector machine for multi-class problems. IJCNN Khalid Benabdeslem
2002	C	`conf`	Visualization and Analysis of Web Navigation Data. ICANN Khalid Benabdeslem, Younès Bennani, Eric Janvier
2001	C	`conf`	Connectionist Approach for Website Visitors Behaviors Mining. AICCSA Khalid Benabdeslem, Younès Bennani, Eric Janvier