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2020 – today
- 2024
[j23]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:
Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions. Inf. Fusion 106: 102301 (2024)- [j22]Krunal Kishor Patel, Guy Desaulniers, Andrea Lodi, Freddy Lécué:
Explainable prediction of Qcodes for NOTAMs using column generation. J. Oper. Res. Soc. 75(1): 173-183 (2024) - [c94]Yong Guan, Freddy Lécué, Jiaoyan Chen, Ru Li, Jeff Z. Pan:
Knowledge-Aware Neuron Interpretation for Scene Classification. AAAI 2024: 1950-1958 - [c93]Sanjay Kariyappa, Leonidas Tsepenekas, Freddy Lécué, Daniele Magazzeni:
SHAP@k: Efficient and Probably Approximately Correct (PAC) Identification of Top-K Features. AAAI 2024: 13068-13075 - [c92]Yong Guan, Xiaozhi Wang, Lei Hou, Juanzi Li, Jeff Z. Pan, Jiaoyan Chen, Freddy Lécué:
TacoERE: Cluster-aware Compression for Event Relation Extraction. LREC/COLING 2024: 15511-15521 - [c91]Linxin Song, Yan Cui, Ao Luo, Freddy Lécué, Irene Li:
Better Explain Transformers by Illuminating Important Information. EACL (Findings) 2024: 2048-2062 - [c90]Sanjay Kariyappa, Freddy Lécué, Saumitra Mishra, Christopher Pond, Daniele Magazzeni, Manuela Veloso:
Progressive Inference: Explaining Decoder-Only Sequence Classification Models Using Intermediate Predictions. ICML 2024 - [c89]Danial Dervovic, Freddy Lécué, Nicolas Marchesotti, Daniele Magazzeni:
Are Logistic Models Really Interpretable? IJCAI 2024: 367-375 - [c88]Salim I. Amoukou, Tom Bewley, Saumitra Mishra, Freddy Lécué, Daniele Magazzeni, Manuela Veloso:
Sequential Harmful Shift Detection Without Labels. NeurIPS 2024 - [c87]Hsiang Hsu, Ivan Brugere, Shubham Sharma, Freddy Lécué, Richard Chen:
RashomonGB: Analyzing the Rashomon Effect and Mitigating Predictive Multiplicity in Gradient Boosting. NeurIPS 2024 - [c86]Zikai Xiong, Niccolò Dalmasso, Shubham Sharma, Freddy Lécué, Daniele Magazzeni, Vamsi K. Potluru, Tucker Balch, Manuela Veloso:
Fair Wasserstein Coresets. NeurIPS 2024 - [c85]Ola Ahmad, Nicolas Béreux, Loïc Baret, Vahid Hashemi, Freddy Lécué:
Causal Analysis for Robust Interpretability of Neural Networks. WACV 2024: 4673-4682 - [i35]Linxin Song, Yan Cui, Ao Luo, Freddy Lécué, Irene Li:
Better Explain Transformers by Illuminating Important Information. CoRR abs/2401.09972 (2024) - [i34]Yong Guan, Freddy Lécué, Jiaoyan Chen, Ru Li, Jeff Z. Pan:
Knowledge-Aware Neuron Interpretation for Scene Classification. CoRR abs/2401.15820 (2024) - [i33]André Artelt, Shubham Sharma, Freddy Lécué, Barbara Hammer:
The Effect of Data Poisoning on Counterfactual Explanations. CoRR abs/2402.08290 (2024) - [i32]Rui Yang, Boming Yang, Sixun Ouyang, Tianwei She, Aosong Feng, Yuang Jiang, Freddy Lécué, Jinghui Lu, Irene Li:
Leveraging Large Language Models for Concept Graph Recovery and Question Answering in NLP Education. CoRR abs/2402.14293 (2024) - [i31]Shubham Sharma, Sanghamitra Dutta, Emanuele Albini, Freddy Lécué, Daniele Magazzeni, Manuela Veloso:
REFRESH: Responsible and Efficient Feature Reselection Guided by SHAP Values. CoRR abs/2403.08880 (2024) - [i30]Jiawei Zhang, Chejian Xu, Yu Gai, Freddy Lécué, Dawn Song, Bo Li:
KnowHalu: Hallucination Detection via Multi-Form Knowledge Based Factual Checking. CoRR abs/2404.02935 (2024) - [i29]Yong Guan, Xiaozhi Wang, Lei Hou, Juanzi Li, Jeff Z. Pan, Jiaoyan Chen, Freddy Lécué:
TacoERE: Cluster-aware Compression for Event Relation Extraction. CoRR abs/2405.06890 (2024) - [i28]Sanjay Kariyappa, Freddy Lécué, Saumitra Mishra, Christopher Pond, Daniele Magazzeni, Manuela Veloso:
Progressive Inference: Explaining Decoder-Only Sequence Classification Models Using Intermediate Predictions. CoRR abs/2406.02625 (2024) - [i27]Danial Dervovic, Freddy Lécué, Nicolas Marchesotti, Daniele Magazzeni:
Are Logistic Models Really Interpretable? CoRR abs/2406.13427 (2024) - [i26]Faisal Hamman, Pasan Dissanayake, Saumitra Mishra, Freddy Lécué, Sanghamitra Dutta:
Quantifying Prediction Consistency Under Model Multiplicity in Tabular LLMs. CoRR abs/2407.04173 (2024) - [i25]Rui Yang, Boming Yang, Sixun Ouyang, Tianwei She, Aosong Feng, Yuang Jiang, Freddy Lécué, Jinghui Lu, Irene Li:
Graphusion: Leveraging Large Language Models for Scientific Knowledge Graph Fusion and Construction in NLP Education. CoRR abs/2407.10794 (2024) - [i24]Rui Yang, Boming Yang, Aosong Feng, Sixun Ouyang, Moritz Blum, Tianwei She, Yuang Jiang, Freddy Lécué, Jinghui Lu, Irene Li:
Graphusion: A RAG Framework for Knowledge Graph Construction with a Global Perspective. CoRR abs/2410.17600 (2024) - [i23]Junqi Jiang, Tom Bewley, Saumitra Mishra, Freddy Lécué, Manuela Veloso:
Interpreting Language Reward Models via Contrastive Explanations. CoRR abs/2411.16502 (2024) - [i22]Giang Nguyen, Ivan Brugere, Shubham Sharma, Sanjay Kariyappa, Anh Totti Nguyen, Freddy Lécué:
Interpretable LLM-based Table Question Answering. CoRR abs/2412.12386 (2024) - [i21]Salim I. Amoukou, Tom Bewley, Saumitra Mishra, Freddy Lécué, Daniele Magazzeni, Manuela Veloso:
Sequential Harmful Shift Detection Without Labels. CoRR abs/2412.12910 (2024) - 2023
- [c84]Yong Guan, Jiaoyan Chen, Freddy Lécué, Jeff Z. Pan, Juanzi Li, Ru Li:
Trigger-Argument based Explanation for Event Detection. ACL (Findings) 2023: 5046-5058 - [c83]Shubham Sharma, Sanghamitra Dutta, Emanuele Albini, Freddy Lécué, Daniele Magazzeni, Manuela Veloso:
REFRESH: Responsible and Efficient Feature Reselection guided by SHAP values. AIES 2023: 443-453 - [c82]Leonidas Tsepenekas, Ivan Brugere, Freddy Lécué, Daniele Magazzeni:
Comparing Apples to Oranges: Learning Similarity Functions for Data Produced by Different Distributions. NeurIPS 2023 - [i20]Imtiaz Masud Ziko, Freddy Lécué, Ismail Ben Ayed:
Task Adaptive Feature Transformation for One-Shot Learning. CoRR abs/2304.06832 (2023) - [i19]Ola Ahmad, Nicolas Béreux, Vahid Hashemi, Freddy Lécué:
Causal Analysis for Robust Interpretability of Neural Networks. CoRR abs/2305.08950 (2023) - [i18]Sanjay Kariyappa, Leonidas Tsepenekas, Freddy Lécué, Daniele Magazzeni:
SHAP@k: Efficient and Probably Approximately Correct (PAC) Identification of Top-k Features. CoRR abs/2307.04850 (2023) - [i17]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:
Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions. CoRR abs/2310.19775 (2023) - [i16]Sikha Pentyala, Shubham Sharma, Sanjay Kariyappa, Freddy Lécué, Daniele Magazzeni:
Privacy-Preserving Algorithmic Recourse. CoRR abs/2311.14137 (2023) - 2022
- [c81]Ola Ahmad, Freddy Lécué:
FisheyeHDK: Hyperbolic Deformable Kernel Learning for Ultra-Wide Field-of-View Image Recognition. AAAI 2022: 5968-5975 - [c80]Nicholas Halliwell, Fabien Gandon, Freddy Lécué:
A Simplified Benchmark for Ambiguous Explanations of Knowledge Graph Link Prediction Using Relational Graph Convolutional Networks (Student Abstract). AAAI 2022: 12963-12964 - [c79]Tom Bewley, Freddy Lécué:
Interpretable Preference-based Reinforcement Learning with Tree-Structured Reward Functions. AAMAS 2022: 118-126 - [c78]Nicholas Halliwell, Fabien Gandon, Freddy Lécué:
Impact of Injecting Ground Truth Explanations on Relational Graph Convolutional Networks and their Explanation Methods for Link Prediction on Knowledge Graphs. WI/IAT 2022: 288-295 - [i15]Ola Ahmad, Freddy Lécué:
FisheyeHDK: Hyperbolic Deformable Kernel Learning for Ultra-Wide Field-of-View Image Recognition. CoRR abs/2203.07255 (2022) - [i14]Krunal Kishor Patel, Guy Desaulniers, Andrea Lodi, Freddy Lécué:
Explainable prediction of Qcodes for NOTAMs using column generation. CoRR abs/2208.04955 (2022) - [i13]Juliette Mattioli, Agnès Delaborde, Souhaiel Khalfaoui, Freddy Lécué, Henri Sohier, Frédéric Jurie:
Empowering the trustworthiness of ML-based critical systems through engineering activities. CoRR abs/2209.15438 (2022) - [i12]Danial Dervovic, Nicolas Marchesotti, Freddy Lécué, Daniele Magazzeni:
Rethinking Log Odds: Linear Probability Modelling and Expert Advice in Interpretable Machine Learning. CoRR abs/2211.06360 (2022) - 2021
- [j21]Jiaoyan Chen, Freddy Lécué, Jeff Z. Pan, Shumin Deng, Huajun Chen:
Knowledge graph embeddings for dealing with concept drift in machine learning. J. Web Semant. 67: 100625 (2021) - [c77]Nicholas Halliwell, Fabien Gandon, Freddy Lécué:
User Scored Evaluation of Non-Unique Explanations for Relational Graph Convolutional Network Link Prediction on Knowledge Graphs. K-CAP 2021: 57-64 - [c76]Nicholas Halliwell, Fabien Gandon, Freddy Lécué:
A Simplified Benchmark for Non-ambiguous Explanations of Knowledge Graph Link Prediction using Relational Graph Convolutional Networks. ISWC (Posters/Demos/Industry) 2021 - [c75]Nicholas Halliwell, Fabien Gandon, Freddy Lécué:
Linked Data Ground Truth for Quantitative and Qualitative Evaluation of Explanations for Relational Graph Convolutional Network Link Prediction on Knowledge Graphs. WI/IAT 2021: 178-185 - [i11]Clément Playout, Ola Ahmad, Freddy Lécué, Farida Cheriet:
Adaptable Deformable Convolutions for Semantic Segmentation of Fisheye Images in Autonomous Driving Systems. CoRR abs/2102.10191 (2021) - [i10]Tom Bewley, Freddy Lécué:
Interpretable Preference-based Reinforcement Learning with Tree-Structured Reward Functions. CoRR abs/2112.11230 (2021) - 2020
- [j20]Freddy Lécué:
On the role of knowledge graphs in explainable AI. Semantic Web 11(1): 41-51 (2020) - [c74]Luca Longo, Randy Goebel, Freddy Lécué, Peter Kieseberg, Andreas Holzinger:
Explainable Artificial Intelligence: Concepts, Applications, Research Challenges and Visions. CD-MAKE 2020: 1-16 - [c73]Maryam Ziaeefard, Freddy Lécué:
Towards Knowledge-Augmented Visual Question Answering. COLING 2020: 1863-1873 - [c72]François Gardères, Maryam Ziaeefard, Baptiste Abeloos, Freddy Lécué:
ConceptBert: Concept-Aware Representation for Visual Question Answering. EMNLP (Findings) 2020: 489-498 - [c71]Jiaoyan Chen, Freddy Lécué, Yuxia Geng, Jeff Z. Pan, Huajun Chen:
Ontology-guided Semantic Composition for Zero-shot Learning. KR 2020: 850-854 - [c70]Rana Farah, Simon Hallé, Jiye Li, Freddy Lécué, Baptiste Abeloos, Dominique Perron, Juliette Mattioli, Pierre-Luc Gregoire, Sebastien Laroche, Michel Mercier, Paul Cocaud:
Reasoning Engine for Support Maintenance. ISWC (2) 2020: 515-530 - [p2]Freddy Lécué, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen:
Knowledge-Based Explanations for Transfer Learning. Knowledge Graphs for eXplainable Artificial Intelligence 2020: 180-195 - [e15]Kerry L. Taylor, Rafael S. Gonçalves, Freddy Lécué, Jun Yan:
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). CEUR Workshop Proceedings 2721, CEUR-WS.org 2020 [contents] - [e14]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:
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. CEUR Workshop Proceedings 2722, CEUR-WS.org 2020 [contents] - [e13]Ilaria Tiddi, Freddy Lécué, Pascal Hitzler:
Knowledge Graphs for eXplainable Artificial Intelligence: Foundations, Applications and Challenges. Studies on the Semantic Web 47, IOS Press 2020, ISBN 978-1-64368-080-4 [contents] - [i9]Severin Gsponer, Luca Costabello, Chan Le Van, Sumit Pai, Christophe Guéret, Georgiana Ifrim, Freddy Lécué:
Background Knowledge Injection for Interpretable Sequence Classification. CoRR abs/2006.14248 (2020) - [i8]Jiaoyan Chen, Freddy Lécué, Yuxia Geng, Jeff Z. Pan, Huajun Chen:
Ontology-guided Semantic Composition for Zero-Shot Learning. CoRR abs/2006.16917 (2020) - [i7]Nicholas Halliwell, Freddy Lécué:
Trustworthy Convolutional Neural Networks: A Gradient Penalized-based Approach. CoRR abs/2009.14260 (2020)
2010 – 2019
- 2019
- [j19]Ryutaro Ichise, Stephen H. Muggleton, Kouji Kozaki, Freddy Lécué, Dongyan Zhao, Takahiro Kawamura:
Special Issue on Semantic Technology. New Gener. Comput. 37(4): 359-360 (2019) - [j18]Mingming Liu, Joe Naoum-Sawaya, Yingqi Gu, Freddy Lécué, Robert Shorten:
A Distributed Markovian Parking Assist System. IEEE Trans. Intell. Transp. Syst. 20(6): 2230-2240 (2019) - [c69]Alvaro H. C. Correia, Freddy Lécué:
Human-in-the-Loop Feature Selection. AAAI 2019: 2438-2445 - [c68]Nicholas McCarthy, Mohammad Karzand, Freddy Lécué:
Amsterdam to Dublin Eventually Delayed? LSTM and Transfer Learning for Predicting Delays of Low Cost Airlines. AAAI 2019: 9541-9546 - [c67]Freddy Lécué, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen:
Augmenting Transfer Learning with Semantic Reasoning. IJCAI 2019: 1779-1785 - [c66]Freddy Lécué:
On The Role of Knowledge Graphs in Explainable AI. PROFILES/SEMEX@ISWC 2019: 29 - [c65]Freddy Lécué, Tanguy Pommellet:
Feeding Machine Learning with Knowledge Graphs for Explainable Object Detection. ISWC (Satellites) 2019: 277-280 - [c64]Freddy Lécué, Baptiste Abeloos, Jonathan Anctil, Manuel Bergeron, Damien Dalla-Rosa, Simon Corbeil-Letourneau, Florian Martet, Tanguy Pommellet, Laura Salvan, Simon Veilleux, Maryam Ziaeefard:
Thales XAI Platform: Adaptable Explanation of Machine Learning Systems - A Knowledge Graphs Perspective. ISWC (Satellites) 2019: 315-316 - [e12]Huáscar Espinoza, Han Yu, Xiaowei Huang, Freddy Lécué, Cynthia Chen, José Hernández-Orallo, Seán Ó hÉigeartaigh, Richard Mallah:
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. CEUR Workshop Proceedings 2419, CEUR-WS.org 2019 [contents] - [e11]Derek Doran, Artur S. d'Avila Garcez, Freddy Lécué:
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. 2019 [contents] - [i6]Freddy Lécué, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen:
Augmenting Transfer Learning with Semantic Reasoning. CoRR abs/1905.13672 (2019) - [i5]Xochitl Watts, Freddy Lécué:
Local Score Dependent Model Explanation for Time Dependent Covariates. CoRR abs/1908.04839 (2019) - 2018
- [c63]Randy Goebel, Ajay Chander, Katharina Holzinger, Freddy Lécué, Zeynep Akata, Simone Stumpf, Peter Kieseberg, Andreas Holzinger:
Explainable AI: The New 42? CD-MAKE 2018: 295-303 - [c62]Jiaoyan Chen, Freddy Lécué, Jeff Z. Pan, Ian Horrocks, Huajun Chen:
Knowledge-Based Transfer Learning Explanation. KR 2018: 349-358 - [e10]Michael Cochez, Thierry Declerck, Gerard de Melo, Luis Espinosa Anke, Besnik Fetahu, Dagmar Gromann, Mayank Kejriwal, Maria Koutraki, Freddy Lécué, Enrico Palumbo, Harald Sack:
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. CEUR Workshop Proceedings 2106, CEUR-WS.org 2018 [contents] - [e9]Ryutaro Ichise, Freddy Lécué, Takahiro Kawamura, Dongyan Zhao, Stephen H. Muggleton, Kouji Kozaki:
Semantic Technology - 8th Joint International Conference, JIST 2018, Awaji, Japan, November 26-28, 2018, Proceedings. Lecture Notes in Computer Science 11341, Springer 2018, ISBN 978-3-030-04283-7 [contents] - [i4]Freddy Lécué, Jiewen Wu:
Semantic Explanations of Predictions. CoRR abs/1805.10587 (2018) - [i3]Jiaoyan Chen, Freddy Lécué, Jeff Z. Pan, Ian Horrocks, Huajun Chen:
Knowledge-based Transfer Learning Explanation. CoRR abs/1807.08372 (2018) - [i2]Rory McGrath, Luca Costabello, Chan Le Van, Paul Sweeney, Farbod Kamiab, Zhao Shen, Freddy Lécué:
Interpretable Credit Application Predictions With Counterfactual Explanations. CoRR abs/1811.05245 (2018) - 2017
- [j17]Freddy Lécué, Jiewen Wu:
Explaining and predicting abnormal expenses at large scale using knowledge graph based reasoning. J. Web Semant. 44: 89-103 (2017) - [c61]Freddy Lécué:
Deep Dive on Smart Cities by Scaling Reasoning and Interpreting the Semantics of IoT. EGC 2017: 7-8 - [c60]Jiaoyan Chen, Freddy Lécué, Jeff Z. Pan, Huajun Chen:
Learning from Ontology Streams with Semantic Concept Drift. IJCAI 2017: 957-963 - [c59]Jiewen Wu, Freddy Lécué, Christophe Guéret, Jer Hayes, Sara van de Moosdijk, Gemma Gallagher, Peter McCanney, Eugene Eichelberger:
Personalizing Actions in Context for Risk Management Using Semantic Web Technologies. ISWC (2) 2017: 367-383 - [e8]Claudia d'Amato, Miriam Fernández, Valentina Tamma, Freddy Lécué, Philippe Cudré-Mauroux, Juan F. Sequeda, Christoph Lange, Jeff Heflin:
The Semantic Web - ISWC 2017 - 16th International Semantic Web Conference, Vienna, Austria, October 21-25, 2017, Proceedings, Part I. Lecture Notes in Computer Science 10587, Springer 2017, ISBN 978-3-319-68287-7 [contents] - [e7]Claudia d'Amato, Miriam Fernández, Valentina Tamma, Freddy Lécué, Philippe Cudré-Mauroux, Juan F. Sequeda, Christoph Lange, Jeff Heflin:
The Semantic Web - ISWC 2017 - 16th International Semantic Web Conference, Vienna, Austria, October 21-25, 2017, Proceedings, Part II. Lecture Notes in Computer Science 10588, Springer 2017, ISBN 978-3-319-68203-7 [contents] - [e6]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:
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. CEUR Workshop Proceedings, CEUR-WS.org 2017 [contents] - [i1]Freddy Lécué, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen:
Learning from Ontology Streams with Semantic Concept Drift. CoRR abs/1704.07466 (2017) - 2016
- [j16]Raghava Mutharaju, Freddy Lécué, Jeff Z. Pan, Jiewen Wu, Pascal Hitzler:
AI for Traffic Analytics. IEEE Intell. Informatics Bull. 17(1): 21-26 (2016) - [j15]Matthias Klusch, Patrick Kapahnke, Stefan Schulte, Freddy Lécué, Abraham Bernstein:
Semantic Web Service Search: A Brief Survey. Künstliche Intell. 30(2): 139-147 (2016) - [j14]Rik Eshuis, Freddy Lécué, Nikolay Mehandjiev:
Flexible Construction of Executable Service Compositions from Reusable Semantic Knowledge. ACM Trans. Web 10(1): 5:1-5:27 (2016) - [c58]Quan Yu, Hai Wan, Jiangtao Xu, Freddy Lécué, Liang Chang:
Explanatory Diagnosis of an Ontology Stream via Reasoning About Actions. ECAI 2016: 1596-1597 - [c57]Freddy Lécué:
Applying Machine Reasoning and Learning in Real World Applications. RW 2016: 241-257 - [c56]Freddy Lécué, John Vard, Jiewen Wu:
Using Semantic Web Technologies for Explaining and Predicting Abnormal Expenses. ISWC (Posters & Demos) 2016 - [e5]Paul Groth, Elena Simperl, Alasdair J. G. Gray, Marta Sabou, Markus Krötzsch, Freddy Lécué, Fabian Flöck, Yolanda Gil:
The Semantic Web - ISWC 2016 - 15th International Semantic Web Conference, Kobe, Japan, October 17-21, 2016, Proceedings, Part I. Lecture Notes in Computer Science 9981, 2016, ISBN 978-3-319-46522-7 [contents] - [e4]Paul Groth, Elena Simperl, Alasdair J. G. Gray, Marta Sabou, Markus Krötzsch, Freddy Lécué, Fabian Flöck, Yolanda Gil:
The Semantic Web - ISWC 2016 - 15th International Semantic Web Conference, Kobe, Japan, October 17-21, 2016, Proceedings, Part II. Lecture Notes in Computer Science 9982, 2016, ISBN 978-3-319-46546-3 [contents] - 2015
- [j13]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:
Reports of the AAAI 2014 Conference Workshops. AI Mag. 36(1): 87-98 (2015) - [j12]Christoph Hochreiner, Stefan Schulte, Schahram Dustdar, Freddy Lécué:
Elastic Stream Processing for Distributed Environments. IEEE Internet Comput. 19(6): 54-59 (2015) - [c55]Freddy Lécué, Jeff Z. Pan:
Consistent Knowledge Discovery from Evolving Ontologies. AAAI 2015: 189-195 - [c54]Anika Schumann, Freddy Lécué:
Minimizing User Involvement for Accurate Ontology Matching Problems. AAAI 2015: 1576-1582 - [c53]Raghava Mutharaju, Pascal Hitzler, Prabhaker Mateti, Freddy Lécué:
Distributed and Scalable OWL EL Reasoning. ESWC 2015: 88-103 - [c52]Freddy Lécué:
Scalable Maintenance of Knowledge Discovery in an Ontology Stream. IJCAI 2015: 1457-1463 - [e3]Claudia d'Amato, Freddy Lécué, Raghava Mutharaju, Tom Narock, Fabian Wirth:
Proceedings of the 1st International Diversity++ Workshop co-located with the 14th International Semantic Web Conference (ISWC 2015), Bethlehem, Pennsylvania, USA, October 12, 2015. CEUR Workshop Proceedings 1501, CEUR-WS.org 2015 [contents] - 2014
- [j11]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:
SPUD - Semantic Processing of Urban Data. J. Web Semant. 24: 11-17 (2014) - [j10]Freddy Lécué, Simone Tallevi-Diotallevi, Jer Hayes, Robert Tucker, Veli Bicer, Marco Luca Sbodio, Pierpaolo Tommasi:
Smart traffic analytics in the semantic web with STAR-CITY: Scenarios, system and lessons learned in Dublin City. J. Web Semant. 27-28: 26-33 (2014) - [c51]Freddy Lécué:
Towards Scalable Exploration of Diagnoses in an Ontology Stream. AAAI 2014: 87-93 - [c50]Jiewen Wu, Freddy Lécué:
Towards Consistency Checking over Evolving Ontologies. CIKM 2014: 909-918 - [c49]Anika Schumann, Freddy Lécué, Joern Ploennigs:
Exploiting the Semantic Web for Systems Diagnosis. ECAI 2014: 1091-1092 - [c48]Joern Ploennigs, Anika Schumann, Freddy Lécué:
Extending Semantic Sensor Networks for Automatically Tackling Smart Building Problems. ECAI 2014: 1211-1212 - [c47]Freddy Lécué, Robert Tucker, Veli Bicer, Pierpaolo Tommasi, Simone Tallevi-Diotallevi, Marco Luca Sbodio:
Predicting Severity of Road Traffic Congestion Using Semantic Web Technologies. ESWC 2014: 611-627 - [c46]Freddy Lécué, Simone Tallevi-Diotallevi, Jer Hayes, Robert Tucker, Veli Bicer, Marco Luca Sbodio, Pierpaolo Tommasi:
STAR-CITY: semantic traffic analytics and reasoning for CITY. IUI 2014: 179-188 - [c45]Freddy Lécué, Robert Tucker, Simone Tallevi-Diotallevi, Rahul Nair, Yiannis Gkoufas, Giuseppe Liguori, Mauro Borioni, Alexandre Rademaker, Luciano Barbosa:
Semantic Traffic Diagnosis with STAR-CITY: Architecture and Lessons Learned from Deployment in Dublin, Bologna, Miami and Rio. ISWC (2) 2014: 292-307 - [c44]Joern Ploennigs, Anika Schumann, Freddy Lécué:
Adapting Semantic Sensor Networks for Smart Building Diagnosis. ISWC (2) 2014: 308-323 - [p1]Nikolay Mehandjiev, Abdallah Namoun, Freddy Lécué, Usman Wajid, Georgia Kleanthous:
End Users Developing Mashups. Web Services Foundations 2014: 709-736 - 2013
- [j9]Liwei Liu, Freddy Lécué, Nikolay Mehandjiev:
Semantic content-based recommendation of software services using context. ACM Trans. Web 7(3): 17:1-17:20 (2013) - [c43]Freddy Lécué, Jeff Z. Pan:
Predicting Knowledge in an Ontology Stream. IJCAI 2013: 2662-2669 - [c42]Elizabeth M. Daly, Freddy Lécué, Veli Bicer:
Westland row why so slow?: fusing social media and linked data sources for understanding real-time traffic conditions. IUI 2013: 203-212 - [c41]Simone Tallevi-Diotallevi, Spyros Kotoulas, Luca Foschini, Freddy Lécué, Antonio Corradi:
Real-Time Urban Monitoring in Dublin Using Semantic and Stream Technologies. ISWC (2) 2013: 178-194 - [c40]Freddy Lécué:
Towards Constructive Evidence of Data Flow-Oriented Web Service Composition. ISWC (1) 2013: 298-313 - [e2]Sebastian Bader, Anika Schumann, Stephan Sigg, Freddy Lécué, Biplav Srivastava, Zaiqing Nie, Christian Guttmann:
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. ACM 2013, ISBN 978-1-4503-2346-8 [contents] - 2012
- [j8]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:
Reports of the AAAI 2012 Conference Workshops. AI Mag. 33(4): 119- (2012) - [c39]Freddy Lécué, Nikolay Mehandjiev, Jürgen Vogel, Patrick Un, Bernhard Neu:
KPI-Based Service Composition Modeling and Optimization with Design Time User Interaction. IEEE SCC 2012: 692-693 - [c38]Freddy Lécué:
Diagnosing Changes in An Ontology Stream: A DL Reasoning Approach. AAAI 2012: 80-86 - [c37]Freddy Lécué, Spyros Kotoulas, Pol Mac Aonghusa:
Capturing the Pulse of Cities: Opportunity and Research Challenges for Robust Stream Data Reasoning. Semantic Cities @ AAAI 2012 - [c36]Nikolay Mehandjiev, Freddy Lécué, Martin Carpenter, Fethi A. Rabhi:
Cooperative Service Composition. CAiSE 2012: 111-126 - [c35]Rik Eshuis, Freddy Lécué, Nikolay Mehandjiev:
Flexible Construction of Complex Service Compositions from Reusable Semantic Knowledge. ICWS 2012: 631-632 - [c34]Freddy Lécué, Anika Schumann, Marco Luca Sbodio:
Applying Semantic Web Technologies for Diagnosing Road Traffic Congestions. ISWC (2) 2012: 114-130 - [c33]Marco Luca Sbodio, Freddy Lécué, Anika Schumann:
A Prototype for Semantic based Diagnosis of Road Traffic Congestions. ISWC (Posters & Demos) 2012 - [e1]Biplav Srivastava, Freddy Lécué, Anupam Joshi:
Semantic Cities, Papers from the 2012 AAAI Workshop, Toronto, Ontario, Canada, July 22-23, 2012. AAAI Technical Report WS-12-13, AAAI Press 2012 [contents] - 2011
- [j7]Freddy Lécué, Nikolay Mehandjiev:
Seeking Quality of Web Service Composition in a Semantic Dimension. IEEE Trans. Knowl. Data Eng. 23(6): 942-959 (2011) - [j6]Freddy Lécué, Alexandre Delteil, Alain Léger:
sslGolog: When conditional compositions of web services meet semantic links and causal laws. Web Intell. Agent Syst. 9(1): 1-25 (2011) - [c32]Freddy Lécué:
Personalizing Your Web Services with Constructive DL Reasoning Join. AAAI 2011: 1216-1221 - [c31]Freddy Lécué:
Personalizing Access to Semantic Web Services. ICWS 2011: 259-266 - [c30]Freddy Lécué:
Inferring Data Flow in Semantic Web Service Composition. ICWS 2011: 347-354 - [c29]Liwei Liu, Freddy Lécué, Nikolay Mehandjiev:
A Hybrid Approach to Recommending Semantic Software Services. ICWS 2011: 379-386 - [c28]Freddy Lécué:
Towards Semantics-Based Instantiation of Services. Web Intelligence 2011: 396-403 - 2010
- [j5]Freddy Lécué, Nikolay Mehandjiev:
Satisfying End User Constraints in Service Composition by Applying Stochastic Search Methods. Int. J. Web Serv. Res. 7(4): 41-63 (2010) - [c27]Florian Schnabel, Yosu Gorronogoitia, Mateusz Radzimski, Freddy Lécué, Nikolay Mehandjiev, Gianluca Ripa, S. Abels, S. Blood, Adrian Mos, Martin Junghans, Sudhir Agarwal, Jürgen Vogel:
Empowering Business Users to Model and Execute Business Processes. Business Process Management Workshops 2010: 433-448 - [c26]Nikolay Mehandjiev, Freddy Lécué, Usman Wajid, Abdallah Namoun:
Assisted Service Composition for End Users. ECOWS 2010: 131-138 - [c25]Freddy Lécué, Yosu Gorronogoitia, Rafael Gonzalez, Mateusz Radzimski, Matteo Villa:
SOA4All: An Innovative Integrated Approach to Services Composition. ICWS 2010: 58-67 - [c24]Freddy Lécué:
Combining Collaborative Filtering and Semantic Content-Based Approaches to Recommend Web Services. ICSC 2010: 200-205 - [c23]Liwei Liu, Freddy Lécué, Nikolay Mehandjiev, Ling Xu:
Using Context Similarity for Service Recommendation. ICSC 2010: 277-284 - [c22]Freddy Lécué:
Personalization of Semantic Web Services. SMRR@ISWC 2010 - [c21]Alistair Duke, Sandra Stincic, John Davies, Guillermo Alvaro Rey, Carlos Pedrinaci, Maria Maleshkova, John Domingue, Dong Liu, Freddy Lécué, Nikolay Mehandjiev:
Telecommunication Mashups Using RESTful Services. ServiceWave 2010: 124-135 - [c20]Nikolay Mehandjiev, Freddy Lécué, Usman Wajid, Georgia Kleanthous, Abdallah Namoune:
Service Compositions for All. ServiceWave 2010: 197-198 - [c19]Chahrazed Bouhini, Freddy Lécué, Nikolay Mehandjiev, Olivier Boissier:
Discovery and selection of web services fragments for re-composition. SOCA 2010: 1-4
2000 – 2009
- 2009
- [j4]Freddy Lécué, Alexandre Delteil, Alain Léger, Olivier Boissier:
Web Service Composition as a Composition of Valid and Robust Semantic Links. Int. J. Cooperative Inf. Syst. 18(1): 1-62 (2009) - [j3]Freddy Lécué, Alexandre Delteil, Alain Léger:
Towards a Semantic State Transition System for Automated Generation of Data Flow in Web Service Composition. Int. J. Semantic Comput. 3(4): 499-526 (2009) - [j2]Mohand-Said Hacid, Freddy Lécué, Alain Léger, Christophe Rey, Farouk Toumani:
Les web services sémantiques, automate et intégration I. Introduction, éléments et scénarios, découverte de services web. Tech. Sci. Informatiques 28(2): 229-262 (2009) - [j1]Freddy Lécué, Alain Léger, R. Hassen:
Les web services sémantiques, automate et intégration II. Composition de services web, technologies et plateformes, applications industrielles. Tech. Sci. Informatiques 28(2): 263-293 (2009) - [c18]Freddy Lécué, Usman Wajid, Nikolay Mehandjiev:
Negotiating Robustness in Semantic Web Service Composition. ECOWS 2009: 75-84 - [c17]Nikolay Mehandjiev, Freddy Lécué, Usman Wajid:
Provider-Composer Negotiations for Semantic Robustness in Service Compositions. ICSOC/ServiceWave 2009: 205-220 - [c16]Freddy Lécué, Nikolay Mehandjiev:
Towards Scalability of Quality Driven Semantic Web Service Composition. ICWS 2009: 469-476 - [c15]Freddy Lécué, Alexandre Delteil, Alain Léger:
Extending Web Service Composition Languages with Semantic Data Flow. ICSC 2009: 174-183 - [c14]Freddy Lécué:
Optimizing QoS-Aware Semantic Web Service Composition. ISWC 2009: 375-391 - 2008
- [b1]Freddy Lécué:
Composition de Services Web: Une Approche basée Liens Sémantiques. (Web Service Composition : Semantic Links based Approach). École nationale supérieure des mines de Saint-Étienne, France, 2008 - [c13]Freddy Lécué, Alexandre Delteil, Alain Léger:
Optimizing Causal Link Based Web Service Composition. ECAI 2008: 45-49 - [c12]Freddy Lécué, Samir Salibi, Philippe Bron, Aurélien Moreau:
Semantic and Syntactic Data Flow in Web Service Composition. ICWS 2008: 211-218 - [c11]Freddy Lécué, Alexandre Delteil, Alain Léger:
Towards the composition of stateful and independent semantic web services. SAC 2008: 2279-2285 - [c10]Freddy Lécué, Alain Léger, Alexandre Delteil:
DL Reasoning and AI Planning for Web Service Composition. Web Intelligence 2008: 445-453 - 2007
- [c9]Freddy Lécué, Alexandre Delteil:
Making the Difference in Semantic Web Service Composition. AAAI 2007: 1383-1388 - [c8]Freddy Lécué, Eduardo Silva, Luís Ferreira Pires:
A Framework for Dynamic Web Services Composition. WEWST 2007 - [c7]Freddy Lécué, Eduardo Silva, Luís Ferreira Pires:
A Framework for Dynamic Web Services Composition. WEWST@ECOWS (Final Proceedings) 2007: 59-75 - [c6]Freddy Lécué, Alexandre Delteil, Alain Léger:
Applying Abduction in Semantic Web Service Composition. ICWS 2007: 94-101 - [c5]Piergiorgio Bertoli, Jörg Hoffmann, Freddy Lécué, Marco Pistore:
Integrating Discovery and Automated Composition: from Semantic Requirements to Executable Code. ICWS 2007: 815-822 - 2006
- [c4]Freddy Lécué, Alain Léger:
Semantic Web Service Composition through a Matchmaking of Domain. ECOWS 2006: 171-180 - [c3]Freddy Lécué, Alain Léger:
Semantic Web Service Composition Based on a Closed World Assumption. ECOWS 2006: 233-242 - [c2]Freddy Lécué, Alain Léger:
A Formal Model for Web Service Composition. CE 2006: 37-46 - [c1]Freddy Lécué, Alain Léger:
A Formal Model for Semantic Web Service Composition. ISWC 2006: 385-398
Coauthor Index
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