Freddy Lécué

178 papers A* 26A 19B 4C 3Misc 3Journal 62Unranked 43

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	The Unseen Threat: Residual Knowledge in Machine Unlearning under Perturbed Samples. CoRR Hsiang Hsu, Pradeep Niroula, Zichang He, Ivan Brugere, Freddy Lécué, Chun-Fu Chen
2026	J	`jnl`	The effect of data poisoning on counterfactual explanations. Inf. Fusion André Artelt, Shubham Sharma, Freddy Lécué, Barbara Hammer
2025	—	`conf`	Graphusion: A RAG Framework for Scientific Knowledge Graph Construction with a Global Perspective. WWW (Companion Volume) Rui Yang, Boming Yang, Xinjie Zhao, Fan Gao, Aosong Feng, Sixun Ouyang, Moritz Blum, Tianwei She, Yuang Jiang, Freddy Lécué, Jinghui Lu, Irene Li
2025	J	`jnl`	Interpretable LLM-based Table Question Answering. Trans. Mach. Learn. Res. Giang Nguyen, Ivan Brugere, Shubham Sharma, Sanjay Kariyappa, Anh Totti Nguyen, Freddy Lécué
2025	A*	`conf`	Interpreting Language Reward Models via Contrastive Explanations. ICLR Junqi Jiang, Tom Bewley, Saumitra Mishra, Freddy Lécué, Manuela Veloso
2025	A*	`conf`	Quantifying Prediction Consistency Under Fine-tuning Multiplicity in Tabular LLMs. ICML Faisal Hamman, Pasan Dissanayake, Saumitra Mishra, Freddy Lécué, Sanghamitra Dutta
2025	J	`jnl`	Who Judges the Judge? LLM Jury-on-Demand: Building Trustworthy LLM Evaluation Systems. CoRR Xiaochuan Li, Ke Wang, Girija Gouda, Shubham Choudhary, Yaqun Wang, Linwei Hu, Joel Vaughan, Freddy Lécué
2024	A*	`conf`	Are Logistic Models Really Interpretable? IJCAI Danial Dervovic, Freddy Lécué, Nicolas Marchesotti, Daniele Magazzeni
2024	J	`jnl`	Are Logistic Models Really Interpretable? CoRR Danial Dervovic, Freddy Lécué, Nicolas Marchesotti, Daniele Magazzeni
2024	—	`conf`	Better Explain Transformers by Illuminating Important Information. EACL (Findings) Linxin Song, Yan Cui, Ao Luo, Freddy Lécué, Irene Li
2024	J	`jnl`	Better Explain Transformers by Illuminating Important Information. CoRR Linxin Song, Yan Cui, Ao Luo, Freddy Lécué, Irene Li
2024	A	`conf`	Causal Analysis for Robust Interpretability of Neural Networks. WACV Ola Ahmad, Nicolas Béreux, Loïc Baret, Vahid Hashemi, Freddy Lécué
2024	J	`jnl`	Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions. Inf. Fusion Luca Longo, Mario Brcic, Federico Cabitza, Jaesik Choi, Roberto Confalonieri, Javier Del Ser, Riccardo Guidotti, Yoichi Hayashi, Francisco Herrera, Andreas Holzinger, Richard Jiang, Hassan Khosravi, Freddy Lécué, Gianclaudio Malgieri, Andrés Páez, Wojciech Samek, Johannes Schneider, Timo Speith, Simone Stumpf
2024	J	`jnl`	Explainable prediction of Qcodes for NOTAMs using column generation. J. Oper. Res. Soc. Krunal Kishor Patel, Guy Desaulniers, Andrea Lodi, Freddy Lécué
2024	A*	`conf`	Fair Wasserstein Coresets. NeurIPS Zikai Xiong, Niccolò Dalmasso, Shubham Sharma, Freddy Lécué, Daniele Magazzeni, Vamsi K. Potluru, Tucker Balch, Manuela Veloso
2024	J	`jnl`	Graphusion: A RAG Framework for Knowledge Graph Construction with a Global Perspective. CoRR Rui Yang, Boming Yang, Aosong Feng, Sixun Ouyang, Moritz Blum, Tianwei She, Yuang Jiang, Freddy Lécué, Jinghui Lu, Irene Li
2024	J	`jnl`	Graphusion: Leveraging Large Language Models for Scientific Knowledge Graph Fusion and Construction in NLP Education. CoRR Rui Yang, Boming Yang, Sixun Ouyang, Tianwei She, Aosong Feng, Yuang Jiang, Freddy Lécué, Jinghui Lu, Irene Li
2024	J	`jnl`	Interpretable LLM-based Table Question Answering. CoRR Giang Nguyen, Ivan Brugere, Shubham Sharma, Sanjay Kariyappa, Anh Totti Nguyen, Freddy Lécué
2024	J	`jnl`	Interpreting Language Reward Models via Contrastive Explanations. CoRR Junqi Jiang, Tom Bewley, Saumitra Mishra, Freddy Lécué, Manuela Veloso
2024	J	`jnl`	KnowHalu: Hallucination Detection via Multi-Form Knowledge Based Factual Checking. CoRR Jiawei Zhang, Chejian Xu, Yu Gai, Freddy Lécué, Dawn Song, Bo Li
2024	A*	`conf`	Knowledge-Aware Neuron Interpretation for Scene Classification. AAAI Yong Guan, Freddy Lécué, Jiaoyan Chen, Ru Li, Jeff Z. Pan
2024	J	`jnl`	Knowledge-Aware Neuron Interpretation for Scene Classification. CoRR Yong Guan, Freddy Lécué, Jiaoyan Chen, Ru Li, Jeff Z. Pan
2024	J	`jnl`	Leveraging Large Language Models for Concept Graph Recovery and Question Answering in NLP Education. CoRR Rui Yang, Boming Yang, Sixun Ouyang, Tianwei She, Aosong Feng, Yuang Jiang, Freddy Lécué, Jinghui Lu, Irene Li
2024	A*	`conf`	Progressive Inference: Explaining Decoder-Only Sequence Classification Models Using Intermediate Predictions. ICML Sanjay Kariyappa, Freddy Lécué, Saumitra Mishra, Christopher Pond, Daniele Magazzeni, Manuela Veloso
2024	J	`jnl`	Progressive Inference: Explaining Decoder-Only Sequence Classification Models Using Intermediate Predictions. CoRR Sanjay Kariyappa, Freddy Lécué, Saumitra Mishra, Christopher Pond, Daniele Magazzeni, Manuela Veloso
2024	J	`jnl`	Quantifying Prediction Consistency Under Model Multiplicity in Tabular LLMs. CoRR Faisal Hamman, Pasan Dissanayake, Saumitra Mishra, Freddy Lécué, Sanghamitra Dutta
2024	J	`jnl`	REFRESH: Responsible and Efficient Feature Reselection Guided by SHAP Values. CoRR Shubham Sharma, Sanghamitra Dutta, Emanuele Albini, Freddy Lécué, Daniele Magazzeni, Manuela Veloso
2024	A*	`conf`	RashomonGB: Analyzing the Rashomon Effect and Mitigating Predictive Multiplicity in Gradient Boosting. NeurIPS Hsiang Hsu, Ivan Brugere, Shubham Sharma, Freddy Lécué, Richard Chen
2024	A*	`conf`	SHAP@k: Efficient and Probably Approximately Correct (PAC) Identification of Top-K Features. AAAI Sanjay Kariyappa, Leonidas Tsepenekas, Freddy Lécué, Daniele Magazzeni
2024	A*	`conf`	Sequential Harmful Shift Detection Without Labels. NeurIPS Salim I. Amoukou, Tom Bewley, Saumitra Mishra, Freddy Lécué, Daniele Magazzeni, Manuela Veloso
2024	J	`jnl`	Sequential Harmful Shift Detection Without Labels. CoRR Salim I. Amoukou, Tom Bewley, Saumitra Mishra, Freddy Lécué, Daniele Magazzeni, Manuela Veloso
2024	—	`conf`	TacoERE: Cluster-aware Compression for Event Relation Extraction. LREC/COLING Yong Guan, Xiaozhi Wang, Lei Hou, Juanzi Li, Jeff Z. Pan, Jiaoyan Chen, Freddy Lécué
2024	J	`jnl`	TacoERE: Cluster-aware Compression for Event Relation Extraction. CoRR Yong Guan, Xiaozhi Wang, Lei Hou, Juanzi Li, Jeff Z. Pan, Jiaoyan Chen, Freddy Lécué
2024	J	`jnl`	The Effect of Data Poisoning on Counterfactual Explanations. CoRR André Artelt, Shubham Sharma, Freddy Lécué, Barbara Hammer
2023	J	`jnl`	Causal Analysis for Robust Interpretability of Neural Networks. CoRR Ola Ahmad, Nicolas Béreux, Vahid Hashemi, Freddy Lécué
2023	A*	`conf`	Comparing Apples to Oranges: Learning Similarity Functions for Data Produced by Different Distributions. NeurIPS Leonidas Tsepenekas, Ivan Brugere, Freddy Lécué, Daniele Magazzeni
2023	J	`jnl`	Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions. CoRR Luca Longo, Mario Brcic, Federico Cabitza, Jaesik Choi, Roberto Confalonieri, Javier Del Ser, Riccardo Guidotti, Yoichi Hayashi, Francisco Herrera, Andreas Holzinger, Richard Jiang, Hassan Khosravi, Freddy Lécué, Gianclaudio Malgieri, Andrés Páez, Wojciech Samek, Johannes Schneider, Timo Speith, Simone Stumpf
2023	J	`jnl`	Privacy-Preserving Algorithmic Recourse. CoRR Sikha Pentyala, Shubham Sharma, Sanjay Kariyappa, Freddy Lécué, Daniele Magazzeni
2023	C	`conf`	REFRESH: Responsible and Efficient Feature Reselection guided by SHAP values. AIES Shubham Sharma, Sanghamitra Dutta, Emanuele Albini, Freddy Lécué, Daniele Magazzeni, Manuela Veloso
2023	J	`jnl`	SHAP@k: Efficient and Probably Approximately Correct (PAC) Identification of Top-k Features. CoRR Sanjay Kariyappa, Leonidas Tsepenekas, Freddy Lécué, Daniele Magazzeni
2023	J	`jnl`	Task Adaptive Feature Transformation for One-Shot Learning. CoRR Imtiaz Masud Ziko, Freddy Lécué, Ismail Ben Ayed
2023	—	`conf`	Trigger-Argument based Explanation for Event Detection. ACL (Findings) Yong Guan, Jiaoyan Chen, Freddy Lécué, Jeff Z. Pan, Juanzi Li, Ru Li
2022	A*	`conf`	A Simplified Benchmark for Ambiguous Explanations of Knowledge Graph Link Prediction Using Relational Graph Convolutional Networks (Student Abstract). AAAI Nicholas Halliwell, Fabien Gandon, Freddy Lécué
2022	J	`jnl`	Empowering the trustworthiness of ML-based critical systems through engineering activities. CoRR Juliette Mattioli, Agnès Delaborde, Souhaiel Khalfaoui, Freddy Lécué, Henri Sohier, Frédéric Jurie
2022	—	`conf`	Evaluation d'explications pour la prédiction de liens dans les graphes de connaissances par des réseaux convolutifs. IC Fabien Gandon, Nicholas Halliwell, Freddy Lécué
2022	J	`jnl`	Explainable prediction of Qcodes for NOTAMs using column generation. CoRR Krunal Kishor Patel, Guy Desaulniers, Andrea Lodi, Freddy Lécué
2022	A*	`conf`	FisheyeHDK: Hyperbolic Deformable Kernel Learning for Ultra-Wide Field-of-View Image Recognition. AAAI Ola Ahmad, Freddy Lécué
2022	J	`jnl`	FisheyeHDK: Hyperbolic Deformable Kernel Learning for Ultra-Wide Field-of-View Image Recognition. CoRR Ola Ahmad, Freddy Lécué
2022	—	`conf`	Impact of Injecting Ground Truth Explanations on Relational Graph Convolutional Networks and their Explanation Methods for Link Prediction on Knowledge Graphs. WI/IAT Nicholas Halliwell, Fabien Gandon, Freddy Lécué
2022	A	`conf`	Interpretable Preference-based Reinforcement Learning with Tree-Structured Reward Functions. AAMAS Tom Bewley, Freddy Lécué
2022	J	`jnl`	Rethinking Log Odds: Linear Probability Modelling and Expert Advice in Interpretable Machine Learning. CoRR Danial Dervovic, Nicolas Marchesotti, Freddy Lécué, Daniele Magazzeni
2021	—	`conf`	A Simplified Benchmark for Non-ambiguous Explanations of Knowledge Graph Link Prediction using Relational Graph Convolutional Networks. ISWC (Posters/Demos/Industry) Nicholas Halliwell, Fabien Gandon, Freddy Lécué
2021	J	`jnl`	Adaptable Deformable Convolutions for Semantic Segmentation of Fisheye Images in Autonomous Driving Systems. CoRR Clément Playout, Ola Ahmad, Freddy Lécué, Farida Cheriet
2021	J	`jnl`	Interpretable Preference-based Reinforcement Learning with Tree-Structured Reward Functions. CoRR Tom Bewley, Freddy Lécué
2021	J	`jnl`	Knowledge graph embeddings for dealing with concept drift in machine learning. J. Web Semant. Jiaoyan Chen, Freddy Lécué, Jeff Z. Pan, Shumin Deng, Huajun Chen
2021	—	`conf`	Linked Data Ground Truth for Quantitative and Qualitative Evaluation of Explanations for Relational Graph Convolutional Network Link Prediction on Knowledge Graphs. WI/IAT Nicholas Halliwell, Fabien Gandon, Freddy Lécué
2021	B	`conf`	User Scored Evaluation of Non-Unique Explanations for Relational Graph Convolutional Network Link Prediction on Knowledge Graphs. K-CAP Nicholas Halliwell, Fabien Gandon, Freddy Lécué
2020	J	`jnl`	Background Knowledge Injection for Interpretable Sequence Classification. CoRR Severin Gsponer, Luca Costabello, Chan Le Van, Sumit Pai, Christophe Guéret, Georgiana Ifrim, Freddy Lécué
2020	—	`conf`	ConceptBert: Concept-Aware Representation for Visual Question Answering. EMNLP (Findings) François Gardères, Maryam Ziaeefard, Baptiste Abeloos, Freddy Lécué
2020	C	`conf`	Explainable Artificial Intelligence: Concepts, Applications, Research Challenges and Visions. CD-MAKE Luca Longo, Randy Goebel, Freddy Lécué, Peter Kieseberg, Andreas Holzinger
2020	—	`ed.`	Joint Proceedings of Workshops AI4LEGAL2020, NLIWOD, PROFILES 2020, QuWeDa 2020 and SEMIFORM2020 Colocated with the 19th International Semantic Web Conference (ISWC 2020), Virtual Conference, November, 2020. ASLD@ISWC Manolis Koubarakis, Harith Alani, Grigoris Antoniou, Kalina Bontcheva, John G. Breslin, Diego Collarana, Elena Demidova, Stefan Dietze, Simon Gottschalk, Guido Governatori, Aidan Hogan, Freddy Lécué, Elena Montiel-Ponsoda, Axel-Cyrille Ngonga Ngomo, Sofia Pinto, Muhammad Saleem, Raphaël Troncy, Eleni Tsalapati, Ricardo Usbeck, Ruben Verborgh
2020	—	`book`	Knowledge Graphs for eXplainable Artificial Intelligence: Foundations, Applications and Challenges Knowledge Graphs for eXplainable Artificial Intelligence Ilaria Tiddi, Freddy Lécué, Pascal Hitzler
2020	—	`ch.`	Knowledge-Based Explanations for Transfer Learning. Knowledge Graphs for eXplainable Artificial Intelligence Freddy Lécué, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen
2020	J	`jnl`	On the role of knowledge graphs in explainable AI. Semantic Web Freddy Lécué
2020	J	`jnl`	Ontology-guided Semantic Composition for Zero-Shot Learning. CoRR Jiaoyan Chen, Freddy Lécué, Yuxia Geng, Jeff Z. Pan, Huajun Chen
2020	A*	`conf`	Ontology-guided Semantic Composition for Zero-shot Learning. KR Jiaoyan Chen, Freddy Lécué, Yuxia Geng, Jeff Z. Pan, Huajun Chen
2020	—	`ed.`	Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), Globally online, November 1-6, 2020 (UTC). ISWC (Demos/Industry) Kerry L. Taylor, Rafael S. Gonçalves, Freddy Lécué, Jun Yan
2020	—	`conf`	Reasoning Engine for Support Maintenance. ISWC (2) Rana Farah, Simon Hallé, Jiye Li, Freddy Lécué, Baptiste Abeloos, Dominique Perron, Juliette Mattioli, Pierre-Luc Gregoire, Sebastien Laroche, Michel Mercier, Paul Cocaud
2020	B	`conf`	Towards Knowledge-Augmented Visual Question Answering. COLING Maryam Ziaeefard, Freddy Lécué
2020	J	`jnl`	Trustworthy Convolutional Neural Networks: A Gradient Penalized-based Approach. CoRR Nicholas Halliwell, Freddy Lécué
2019	J	`jnl`	A Distributed Markovian Parking Assist System. IEEE Trans. Intell. Transp. Syst. Mingming Liu, Joe Naoum-Sawaya, Yingqi Gu, Freddy Lécué, Robert Shorten
2019	A*	`conf`	Amsterdam to Dublin Eventually Delayed? LSTM and Transfer Learning for Predicting Delays of Low Cost Airlines. AAAI Nicholas McCarthy, Mohammad Karzand, Freddy Lécué
2019	A*	`conf`	Augmenting Transfer Learning with Semantic Reasoning. IJCAI Freddy Lécué, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen
2019	J	`jnl`	Augmenting Transfer Learning with Semantic Reasoning. CoRR Freddy Lécué, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen
2019	—	`conf`	Feeding Machine Learning with Knowledge Graphs for Explainable Object Detection. ISWC (Satellites) Freddy Lécué, Tanguy Pommellet
2019	A*	`conf`	Human-in-the-Loop Feature Selection. AAAI Alvaro H. C. Correia, Freddy Lécué
2019	J	`jnl`	Local Score Dependent Model Explanation for Time Dependent Covariates. CoRR Xochitl Watts, Freddy Lécué
2019	—	`conf`	On The Role of Knowledge Graphs in Explainable AI. PROFILES/SEMEX@ISWC Freddy Lécué
2019	—	`ed.`	Proceedings of the 2019 International Workshop on Neural-Symbolic Learning and Reasoning (NeSy 2019), Annual workshop of the Neural-Symbolic Learning and Reasoning Association, Macao, China, August 12, 2019 NeSy@IJCAI Derek Doran, Artur S. d'Avila Garcez, Freddy Lécué
2019	—	`ed.`	Proceedings of the Workshop on Artificial Intelligence Safety 2019 co-located with the 28th International Joint Conference on Artificial Intelligence, AISafety@IJCAI 2019, Macao, China, August 11-12, 2019. AISafety@IJCAI Huáscar Espinoza, Han Yu, Xiaowei Huang, Freddy Lécué, Cynthia Chen, José Hernández-Orallo, Seán Ó hÉigeartaigh, Richard Mallah
2019	J	`jnl`	Special Issue on Semantic Technology. New Gener. Comput. Ryutaro Ichise, Stephen H. Muggleton, Kouji Kozaki, Freddy Lécué, Dongyan Zhao, Takahiro Kawamura
2019	—	`conf`	Thales XAI Platform: Adaptable Explanation of Machine Learning Systems - A Knowledge Graphs Perspective. ISWC (Satellites) Freddy Lécué, Baptiste Abeloos, Jonathan Anctil, Manuel Bergeron, Damien Dalla-Rosa, Simon Corbeil-Letourneau, Florian Martet, Tanguy Pommellet, Laura Salvan, Simon Veilleux, Maryam Ziaeefard
2018	C	`conf`	Explainable AI: The New 42? CD-MAKE Randy Goebel, Ajay Chander, Katharina Holzinger, Freddy Lécué, Zeynep Akata, Simone Stumpf, Peter Kieseberg, Andreas Holzinger
2018	J	`jnl`	Interpretable Credit Application Predictions With Counterfactual Explanations. CoRR Rory McGrath, Luca Costabello, Chan Le Van, Paul Sweeney, Farbod Kamiab, Zhao Shen, Freddy Lécué
2018	A*	`conf`	Knowledge-Based Transfer Learning Explanation. KR Jiaoyan Chen, Freddy Lécué, Jeff Z. Pan, Ian Horrocks, Huajun Chen
2018	J	`jnl`	Knowledge-based Transfer Learning Explanation. CoRR Jiaoyan Chen, Freddy Lécué, Jeff Z. Pan, Ian Horrocks, Huajun Chen
2018	—	`ed.`	Proceedings of the First Workshop on Deep Learning for Knowledge Graphs and Semantic Technologies (DL4KGS) co-located with the 15th Extended Semantic Web Conerence (ESWC 2018), Heraklion, Crete, Greece, June 4, 2018. DL4KGS@ESWC Michael Cochez, Thierry Declerck, Gerard de Melo, Luis Espinosa Anke, Besnik Fetahu, Dagmar Gromann, Mayank Kejriwal, Maria Koutraki, Freddy Lécué, Enrico Palumbo, Harald Sack
2018	J	`jnl`	Semantic Explanations of Predictions. CoRR Freddy Lécué, Jiewen Wu
2018	—	`ed.`	Semantic Technology - 8th Joint International Conference, JIST 2018, Awaji, Japan, November 26-28, 2018, Proceedings JIST Ryutaro Ichise, Freddy Lécué, Takahiro Kawamura, Dongyan Zhao, Stephen H. Muggleton, Kouji Kozaki
2017	—	`conf`	Deep Dive on Smart Cities by Scaling Reasoning and Interpreting the Semantics of IoT. EGC Freddy Lécué
2017	J	`jnl`	Explaining and predicting abnormal expenses at large scale using knowledge graph based reasoning. J. Web Semant. Freddy Lécué, Jiewen Wu
2017	—	`ed.`	Joint Proceedings of the International Workshops on Hybrid Statistical Semantic Understanding and Emerging Semantics, and Semantic Statistics co-located with 16th International Semantic Web Conference, HybridSemStats@ISWC 2017, Vienna, Austria October 22nd, 2017 HybridSemStats@ISWC Sarven Capadisli, Franck Cotton, Xin Luna Dong, Ramanathan V. Guha, Armin Haller, Pascal Hitzler, Evangelos Kalampokis, Mayank Kejriwal, Freddy Lécué, D. Sivakumar, Pedro A. Szekely, Raphaël Troncy, Michael Witbrock
2017	A*	`conf`	Learning from Ontology Streams with Semantic Concept Drift. IJCAI Jiaoyan Chen, Freddy Lécué, Jeff Z. Pan, Huajun Chen
2017	J	`jnl`	Learning from Ontology Streams with Semantic Concept Drift. CoRR Freddy Lécué, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen
2017	—	`conf`	Personalizing Actions in Context for Risk Management Using Semantic Web Technologies. ISWC (2) Jiewen Wu, Freddy Lécué, Christophe Guéret, Jer Hayes, Sara van de Moosdijk, Gemma Gallagher, Peter McCanney, Eugene Eichelberger
2017	—	`ed.`	The Semantic Web - ISWC 2017 - 16th International Semantic Web Conference, Vienna, Austria, October 21-25, 2017, Proceedings, Part I ISWC (1) Claudia d'Amato, Miriam Fernández, Valentina Tamma, Freddy Lécué, Philippe Cudré-Mauroux, Juan F. Sequeda, Christoph Lange, Jeff Heflin
2017	—	`ed.`	The Semantic Web - ISWC 2017 - 16th International Semantic Web Conference, Vienna, Austria, October 21-25, 2017, Proceedings, Part II ISWC (2) Claudia d'Amato, Miriam Fernández, Valentina Tamma, Freddy Lécué, Philippe Cudré-Mauroux, Juan F. Sequeda, Christoph Lange, Jeff Heflin
2016	J	`jnl`	AI for Traffic Analytics. IEEE Intell. Informatics Bull. Raghava Mutharaju, Freddy Lécué, Jeff Z. Pan, Jiewen Wu, Pascal Hitzler
2016	—	`conf`	Applying Machine Reasoning and Learning in Real World Applications. RW Freddy Lécué
2016	A	`conf`	Explanatory Diagnosis of an Ontology Stream via Reasoning About Actions. ECAI Quan Yu, Hai Wan, Jiangtao Xu, Freddy Lécué, Liang Chang
2016	J	`jnl`	Flexible Construction of Executable Service Compositions from Reusable Semantic Knowledge. ACM Trans. Web Rik Eshuis, Freddy Lécué, Nikolay Mehandjiev
2016	J	`jnl`	Semantic Web Service Search: A Brief Survey. Künstliche Intell. Matthias Klusch, Patrick Kapahnke, Stefan Schulte, Freddy Lécué, Abraham Bernstein
2016	—	`ed.`	The Semantic Web - ISWC 2016 - 15th International Semantic Web Conference, Kobe, Japan, October 17-21, 2016, Proceedings, Part I ISWC (1) Paul Groth, Elena Simperl, Alasdair J. G. Gray, Marta Sabou, Markus Krötzsch, Freddy Lécué, Fabian Flöck, Yolanda Gil
2016	—	`ed.`	The Semantic Web - ISWC 2016 - 15th International Semantic Web Conference, Kobe, Japan, October 17-21, 2016, Proceedings, Part II ISWC (2) Paul Groth, Elena Simperl, Alasdair J. G. Gray, Marta Sabou, Markus Krötzsch, Freddy Lécué, Fabian Flöck, Yolanda Gil
2016	—	`conf`	Using Semantic Web Technologies for Explaining and Predicting Abnormal Expenses. ISWC (Posters & Demos) Freddy Lécué, John Vard, Jiewen Wu
2015	A*	`conf`	Consistent Knowledge Discovery from Evolving Ontologies. AAAI Freddy Lécué, Jeff Z. Pan
2015	B	`conf`	Distributed and Scalable OWL EL Reasoning. ESWC Raghava Mutharaju, Pascal Hitzler, Prabhaker Mateti, Freddy Lécué
2015	J	`jnl`	Elastic Stream Processing for Distributed Environments. IEEE Internet Comput. Christoph Hochreiner, Stefan Schulte, Schahram Dustdar, Freddy Lécué
2015	A*	`conf`	Minimizing User Involvement for Accurate Ontology Matching Problems. AAAI Anika Schumann, Freddy Lécué
2015	—	`ed.`	Proceedings of the 1st International Diversity++ Workshop co-located with the 14th International Semantic Web Conference (ISWC 2015), Bethlehem, Pennsylvania, USA, October 12, 2015. Diversity++@ISWC Claudia d'Amato, Freddy Lécué, Raghava Mutharaju, Tom Narock, Fabian Wirth
2015	J	`jnl`	Reports of the AAAI 2014 Conference Workshops. AI Mag. Stefano V. Albrecht, André da Motta Salles Barreto, Darius Braziunas, David L. Buckeridge, Heriberto Cuayáhuitl, Nina Dethlefs, Markus Endres, Amir-massoud Farahmand, Mark Fox, Lutz Frommberger, Sam Ganzfried, Yolanda Gil, Sébastien Guillet, Lawrence E. Hunter, Arnav Jhala, Kristian Kersting, George Dimitri Konidaris, Freddy Lécué, Sheila A. McIlraith, Sriraam Natarajan, Zeinab Noorian, David Poole, Rémi Ronfard, Alessandro Saffiotti, Arash Shaban-Nejad, Biplav Srivastava, Gerald Tesauro, Rosario Uceda-Sosa, Guy Van den Broeck, Martijn van Otterlo, Byron C. Wallace, Paul Weng, Jenna Wiens, Jie Zhang
2015	A*	`conf`	Scalable Maintenance of Knowledge Discovery in an Ontology Stream. IJCAI Freddy Lécué
2014	—	`conf`	Adapting Semantic Sensor Networks for Smart Building Diagnosis. ISWC (2) Joern Ploennigs, Anika Schumann, Freddy Lécué
2014	—	`ch.`	End Users Developing Mashups. Web Services Foundations Nikolay Mehandjiev, Abdallah Namoun, Freddy Lécué, Usman Wajid, Georgia Kleanthous
2014	A	`conf`	Exploiting the Semantic Web for Systems Diagnosis. ECAI Anika Schumann, Freddy Lécué, Joern Ploennigs
2014	A	`conf`	Extending Semantic Sensor Networks for Automatically Tackling Smart Building Problems. ECAI Joern Ploennigs, Anika Schumann, Freddy Lécué
2014	B	`conf`	Predicting Severity of Road Traffic Congestion Using Semantic Web Technologies. ESWC Freddy Lécué, Robert Tucker, Veli Bicer, Pierpaolo Tommasi, Simone Tallevi-Diotallevi, Marco Luca Sbodio
2014	J	`jnl`	SPUD - Semantic Processing of Urban Data. J. Web Semant. Spyros Kotoulas, Vanessa López, Raymond Lloyd, Marco Luca Sbodio, Freddy Lécué, Martin Stephenson, Elizabeth M. Daly, Veli Bicer, Aris Gkoulalas-Divanis, Giusy Di Lorenzo, Anika Schumann, Pol Mac Aonghusa
2014	A	`conf`	STAR-CITY: semantic traffic analytics and reasoning for CITY. IUI Freddy Lécué, Simone Tallevi-Diotallevi, Jer Hayes, Robert Tucker, Veli Bicer, Marco Luca Sbodio, Pierpaolo Tommasi
2014	—	`conf`	Semantic Traffic Diagnosis with STAR-CITY: Architecture and Lessons Learned from Deployment in Dublin, Bologna, Miami and Rio. ISWC (2) Freddy Lécué, Robert Tucker, Simone Tallevi-Diotallevi, Rahul Nair, Yiannis Gkoufas, Giuseppe Liguori, Mauro Borioni, Alexandre Rademaker, Luciano Barbosa
2014	J	`jnl`	Smart traffic analytics in the semantic web with STAR-CITY: Scenarios, system and lessons learned in Dublin City. J. Web Semant. Freddy Lécué, Simone Tallevi-Diotallevi, Jer Hayes, Robert Tucker, Veli Bicer, Marco Luca Sbodio, Pierpaolo Tommasi
2014	A	`conf`	Towards Consistency Checking over Evolving Ontologies. CIKM Jiewen Wu, Freddy Lécué
2014	A*	`conf`	Towards Scalable Exploration of Diagnoses in an Ontology Stream. AAAI Freddy Lécué
2013	—	`ed.`	Joint Proceedings of the Workshop on AI Problems and Approaches for Intelligent Environments and Workshop on Semantic Cities, AIIP/Semantic Cities@IJCAI 2013, Beijing, China, August 4-5, 2013 AIIP/Semantic Cities@IJCAI Sebastian Bader, Anika Schumann, Stephan Sigg, Freddy Lécué, Biplav Srivastava, Zaiqing Nie, Christian Guttmann
2013	A*	`conf`	Predicting Knowledge in an Ontology Stream. IJCAI Freddy Lécué, Jeff Z. Pan
2013	—	`conf`	Real-Time Urban Monitoring in Dublin Using Semantic and Stream Technologies. ISWC (2) Simone Tallevi-Diotallevi, Spyros Kotoulas, Luca Foschini, Freddy Lécué, Antonio Corradi
2013	J	`jnl`	Semantic content-based recommendation of software services using context. ACM Trans. Web Liwei Liu, Freddy Lécué, Nikolay Mehandjiev
2013	—	`conf`	Towards Constructive Evidence of Data Flow-Oriented Web Service Composition. ISWC (1) Freddy Lécué
2013	A	`conf`	Westland row why so slow?: fusing social media and linked data sources for understanding real-time traffic conditions. IUI Elizabeth M. Daly, Freddy Lécué, Veli Bicer
2012	—	`conf`	A Prototype for Semantic based Diagnosis of Road Traffic Congestions. ISWC (Posters & Demos) Marco Luca Sbodio, Freddy Lécué, Anika Schumann
2012	—	`conf`	Applying Semantic Web Technologies for Diagnosing Road Traffic Congestions. ISWC (2) Freddy Lécué, Anika Schumann, Marco Luca Sbodio
2012	—	`conf`	Capturing the Pulse of Cities: Opportunity and Research Challenges for Robust Stream Data Reasoning. Semantic Cities @ AAAI Freddy Lécué, Spyros Kotoulas, Pol Mac Aonghusa
2012	A	`conf`	Cooperative Service Composition. CAiSE Nikolay Mehandjiev, Freddy Lécué, Martin Carpenter, Fethi A. Rabhi
2012	A*	`conf`	Diagnosing Changes in An Ontology Stream: A DL Reasoning Approach. AAAI Freddy Lécué
2012	A	`conf`	Flexible Construction of Complex Service Compositions from Reusable Semantic Knowledge. ICWS Rik Eshuis, Freddy Lécué, Nikolay Mehandjiev
2012	—	`conf`	KPI-Based Service Composition Modeling and Optimization with Design Time User Interaction. IEEE SCC Freddy Lécué, Nikolay Mehandjiev, Jürgen Vogel, Patrick Un, Bernhard Neu
2012	J	`jnl`	Reports of the AAAI 2012 Conference Workshops. AI Mag. Vikas Agrawal, Jorge A. Baier, Kostas E. Bekris, Yiling Chen, Artur S. d'Avila Garcez, Pascal Hitzler, Patrik Haslum, Dietmar Jannach, Edith Law, Freddy Lécué, Luís C. Lamb, Cynthia Matuszek, Héctor Palacios, Biplav Srivastava, Lokendra Shastri, Nathan R. Sturtevant, Roni Stern, Stefanie Tellex, Stavros Vassos
2012	—	`ed.`	Semantic Cities, Papers from the 2012 AAAI Workshop, Toronto, Ontario, Canada, July 22-23, 2012. Semantic Cities @ AAAI Biplav Srivastava, Freddy Lécué, Anupam Joshi
2011	A	`conf`	A Hybrid Approach to Recommending Semantic Software Services. ICWS Liwei Liu, Freddy Lécué, Nikolay Mehandjiev
2011	A	`conf`	Inferring Data Flow in Semantic Web Service Composition. ICWS Freddy Lécué
2011	A	`conf`	Personalizing Access to Semantic Web Services. ICWS Freddy Lécué
2011	A*	`conf`	Personalizing Your Web Services with Constructive DL Reasoning Join. AAAI Freddy Lécué
2011	J	`jnl`	Seeking Quality of Web Service Composition in a Semantic Dimension. IEEE Trans. Knowl. Data Eng. Freddy Lécué, Nikolay Mehandjiev
2011	—	`conf`	Towards Semantics-Based Instantiation of Services. Web Intelligence Freddy Lécué
2011	J	`jnl`	sslGolog: When conditional compositions of web services meet semantic links and causal laws. Web Intell. Agent Syst. Freddy Lécué, Alexandre Delteil, Alain Léger
2010	—	`conf`	Assisted Service Composition for End Users. ECOWS Nikolay Mehandjiev, Freddy Lécué, Usman Wajid, Abdallah Namoun
2010	—	`conf`	Combining Collaborative Filtering and Semantic Content-Based Approaches to Recommend Web Services. ICSC Freddy Lécué
2010	—	`conf`	Discovery and selection of web services fragments for re-composition. SOCA Chahrazed Bouhini, Freddy Lécué, Nikolay Mehandjiev, Olivier Boissier
2010	—	`conf`	Empowering Business Users to Model and Execute Business Processes. Business Process Management Workshops Florian Schnabel, Yosu Gorronogoitia, Mateusz Radzimski, Freddy Lécué, Nikolay Mehandjiev, Gianluca Ripa, S. Abels, S. Blood, Adrian Mos, Martin Junghans, Sudhir Agarwal, Jürgen Vogel
2010	—	`conf`	Personalization of Semantic Web Services. SMRR@ISWC Freddy Lécué
2010	A	`conf`	SOA4All: An Innovative Integrated Approach to Services Composition. ICWS Freddy Lécué, Yosu Gorronogoitia, Rafael Gonzalez, Mateusz Radzimski, Matteo Villa
2010	J	`jnl`	Satisfying End User Constraints in Service Composition by Applying Stochastic Search Methods. Int. J. Web Serv. Res. Freddy Lécué, Nikolay Mehandjiev
2010	—	`conf`	Service Compositions for All. ServiceWave Nikolay Mehandjiev, Freddy Lécué, Usman Wajid, Georgia Kleanthous, Abdallah Namoune
2010	—	`conf`	Telecommunication Mashups Using RESTful Services. ServiceWave Alistair Duke, Sandra Stincic, John Davies, Guillermo Alvaro Rey, Carlos Pedrinaci, Maria Maleshkova, John Domingue, Dong Liu, Freddy Lécué, Nikolay Mehandjiev
2010	—	`conf`	Using Context Similarity for Service Recommendation. ICSC Liwei Liu, Freddy Lécué, Nikolay Mehandjiev, Ling Xu
2009	—	`conf`	Extending Web Service Composition Languages with Semantic Data Flow. ICSC Freddy Lécué, Alexandre Delteil, Alain Léger
2009	J	`jnl`	Les web services sémantiques, automate et intégration I. Introduction, éléments et scénarios, découverte de services web. Tech. Sci. Informatiques Mohand-Said Hacid, Freddy Lécué, Alain Léger, Christophe Rey, Farouk Toumani
2009	J	`jnl`	Les web services sémantiques, automate et intégration II. Composition de services web, technologies et plateformes, applications industrielles. Tech. Sci. Informatiques Freddy Lécué, Alain Léger, R. Hassen
2009	—	`conf`	Negotiating Robustness in Semantic Web Service Composition. ECOWS Freddy Lécué, Usman Wajid, Nikolay Mehandjiev
2009	Misc	`conf`	Optimizing QoS-Aware Semantic Web Service Composition. ISWC Freddy Lécué
2009	—	`conf`	Provider-Composer Negotiations for Semantic Robustness in Service Compositions. ICSOC/ServiceWave Nikolay Mehandjiev, Freddy Lécué, Usman Wajid
2009	A	`conf`	Towards Scalability of Quality Driven Semantic Web Service Composition. ICWS Freddy Lécué, Nikolay Mehandjiev
2009	J	`jnl`	Towards a Semantic State Transition System for Automated Generation of Data Flow in Web Service Composition. Int. J. Semantic Comput. Freddy Lécué, Alexandre Delteil, Alain Léger
2009	J	`jnl`	Web Service Composition as a Composition of Valid and Robust Semantic Links. Int. J. Cooperative Inf. Syst. Freddy Lécué, Alexandre Delteil, Alain Léger, Olivier Boissier
2008	—	`—`	Composition de Services Web: Une Approche basée Liens Sémantiques. (Web Service Composition : Semantic Links based Approach). Freddy Lécué
2008	—	`conf`	DL Reasoning and AI Planning for Web Service Composition. Web Intelligence Freddy Lécué, Alain Léger, Alexandre Delteil
2008	A	`conf`	Optimizing Causal Link Based Web Service Composition. ECAI Freddy Lécué, Alexandre Delteil, Alain Léger
2008	A	`conf`	Semantic and Syntactic Data Flow in Web Service Composition. ICWS Freddy Lécué, Samir Salibi, Philippe Bron, Aurélien Moreau
2008	Misc	`conf`	Towards the composition of stateful and independent semantic web services. SAC Freddy Lécué, Alexandre Delteil, Alain Léger
2007	—	`conf`	A Framework for Dynamic Web Services Composition. WEWST Freddy Lécué, Eduardo Silva, Luís Ferreira Pires
2007	—	`conf`	A Framework for Dynamic Web Services Composition. WEWST@ECOWS (Final Proceedings) Freddy Lécué, Eduardo Silva, Luís Ferreira Pires
2007	A	`conf`	Applying Abduction in Semantic Web Service Composition. ICWS Freddy Lécué, Alexandre Delteil, Alain Léger
2007	A	`conf`	Integrating Discovery and Automated Composition: from Semantic Requirements to Executable Code. ICWS Piergiorgio Bertoli, Jörg Hoffmann, Freddy Lécué, Marco Pistore
2007	A*	`conf`	Making the Difference in Semantic Web Service Composition. AAAI Freddy Lécué, Alexandre Delteil
2006	Misc	`conf`	A Formal Model for Semantic Web Service Composition. ISWC Freddy Lécué, Alain Léger
2006	—	`conf`	A Formal Model for Web Service Composition. CE Freddy Lécué, Alain Léger
2006	—	`conf`	Semantic Web Service Composition Based on a Closed World Assumption. ECOWS Freddy Lécué, Alain Léger
2006	—	`conf`	Semantic Web Service Composition through a Matchmaking of Domain. ECOWS Freddy Lécué, Alain Léger