Antoine Jean-Pierre Tixier

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Michalis VazirgiannisDistinguished Professor, Ecole Polytechnique, Institute Polytechnique de ParisAdresse e-mail validée de lix.polytechnique.fr
Matthew HallowellUniversity of Colorado at BoulderAdresse e-mail validée de colorado.edu
Balaji RajagopalanProfessor, Department of Civil, Env. and Arch. Engineering, University of Colorado, Boulder, CO, USAAdresse e-mail validée de colorado.edu
Polykarpos MeladianosPrincipal NLP Engineer@aiseraAdresse e-mail validée de aueb.gr
Giannis NikolentzosAssistant Professor, University of PeloponneseAdresse e-mail validée de uop.gr
Guokan ShangMBZUAI France Lab, Mohamed bin Zayed University of Artificial IntelligenceAdresse e-mail validée de polytechnique.edu
Alex AlbertAssociate Professor, North Carolina State UniversityAdresse e-mail validée de ncsu.edu
jean-pierre LORRER&D director LINAGORAAdresse e-mail validée de linagora.com
Henrietta BakerResearch Impact ManagerAdresse e-mail validée de ed.ac.uk
Moussa KAMAL EDDINEPhD Student, Ecole PolytechniqueAdresse e-mail validée de polytechnique.edu
Konstantinos SkianisAssistant Professor, University of IoanninaAdresse e-mail validée de cse.uoi.gr
Fragkiskos D. MalliarosAssociate Professor, CentraleSupélec, Université Paris-SaclayAdresse e-mail validée de centralesupelec.fr
Leaf Van BovenProfessor of Psychology and Neuroscience, University of Colorado BoulderAdresse e-mail validée de colorado.edu
Brian M. KleinerVirginia TechAdresse e-mail validée de vt.edu
Christos XypolopoulosNational Technical University of Athens, Ecole PolytechniqueAdresse e-mail validée de polytechnique.edu
Maria Evgenia G. RossiSenior Data Scientist @ Malakoff HumanisAdresse e-mail validée de polytechnique.edu
Jesse ReadÉcole PolytechniqueAdresse e-mail validée de polytechnique.edu
Jean-Baptiste RemyEcole PolytechniqueAdresse e-mail validée de polytechnique.edu

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Antoine Jean-Pierre Tixier

Research Scientist & Co-Founder @ SafetyAI

Adresse e-mail validée de colorado.edu - Page d'accueil

construction safety machine learning natural language processing deep learning


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Application of machine learning to construction injury prediction AJP Tixier, MR Hallowell, B Rajagopalan, D Bowman Automation in Construction 69, 102-114, 2016	393	2016
Automated content analysis for construction safety: A natural language processing system to extract precursors and outcomes from unstructured injury reports AJP Tixier, MR Hallowell, B Rajagopalan, D Bowman Automation in Construction 62, 45-56, 2016	343	2016
Psychological antecedents of risk-taking behavior in construction AJP Tixier, MR Hallowell, A Albert, L van Boven, BM Kleiner Journal of Construction Engineering and Management 140 (11), 04014052, 2014	184	2014
Construction safety clash detection: identifying safety incompatibilities among fundamental attributes using data mining AJP Tixier, MR Hallowell, B Rajagopalan, D Bowman Automation in Construction 74, 39-54, 2017	148	2017
Unsupervised abstractive meeting summarization with multi-sentence compression and budgeted submodular maximization G Shang, W Ding, Z Zhang, AJP Tixier, P Meladianos, M Vazirgiannis, ... Association for Computational Linguistics (ACL) 2018, arXiv 1805.05271, 2018	147	2018
Automatically learning construction injury precursors from text H Baker, MR Hallowell, AJP Tixier Automation in Construction 118, 103145, 2020	124	2020
A graph degeneracy-based approach to keyword extraction A Tixier, F Malliaros, M Vazirgiannis Empirical Methods in Natural Language Processing (EMNLP) 2016, 1860-1870, 2016	112	2016
AI-based prediction of independent construction safety outcomes from universal attributes H Baker, MR Hallowell, AJP Tixier Automation in Construction 118, 103146, 2020	111	2020
Barthez: a skilled pretrained french sequence-to-sequence model MK Eddine, AJP Tixier, M Vazirgiannis Empirical Methods in Natural Language Processing (EMNLP) 2021, arXiv 2010.12321, 2020	87	2020
Message passing attention networks for document understanding G Nikolentzos, A Tixier, M Vazirgiannis Association for the Advancement of Artificial Intelligence (2020) 34 (05 …, 2020	87	2020
Kernel graph convolutional neural networks G Nikolentzos, P Meladianos, AJP Tixier, K Skianis, M Vazirgiannis International Conference on Artificial Neural Networks (ICANN), 22-32, 2018	71	2018
Graph classification with 2d convolutional neural networks AJP Tixier, G Nikolentzos, P Meladianos, M Vazirgiannis International Conference on Artificial Neural Networks (ICANN), 578-593, 2019	67*	2019
Construction safety risk modeling and simulation AJP Tixier, MR Hallowell, B Rajagopalan Risk analysis 37 (10), 1917-1935, 2017	50	2017
Combining graph degeneracy and submodularity for unsupervised extractive summarization A Tixier, P Meladianos, M Vazirgiannis Association for Computational Linguistics (ACL) Workshop on New Frontiers in …, 2017	40	2017
GoWvis: a web application for graph-of-words-based text visualization and summarization A Tixier, K Skianis, M Vazirgiannis Association for Computational Linguistics (ACL) System Demonstrations 2016 …, 2016	30	2016
Teaching construction hazard recognition through high fidelity augmented reality AJP Tixier, A Albert American Society for Engineering Education Annual Conference & Exposition …, 2013	30	2013
FrugalScore: Learning Cheaper, Lighter and Faster Evaluation Metrics for Automatic Text Generation MK Eddine, G Shang, A Tixier, M Vazirgiannis Association for Computational Linguistics (ACL) 2022, arXiv 2110.08559, 1305 …, 2021	26	2021
Notes on deep learning for nlp AJP Tixier arXiv 1808.09772, 2018	26	2018
Speaker-change aware CRF for dialogue act classification G Shang, AJP Tixier, M Vazirgiannis, JP Lorré International Conference on Computational Linguistics (COLING) 2020, arXiv …, 2020	24	2020
Real-time keyword extraction from conversations P Meladianos, A Tixier, I Nikolentzos, M Vazirgiannis Association for Computational Linguistics European Chapter (EACL) 2017, 462-467, 2017	20	2017

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