Zobrazeno 1 - 10
of 67
pro vyhledávání: '"Alexander G. Gray"'
Publikováno v:
2023 IEEE Aerospace Conference.
Publikováno v:
Proceedings of the 2023 SIAM International Conference on Data Mining (SDM) ISBN: 9781611977653
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::cc50a0b94e47973a3fd0f3938e5ec726
https://doi.org/10.1137/1.9781611977653.ch90
https://doi.org/10.1137/1.9781611977653.ch90
Autor:
Werner Geyer, Alexander G. Gray, Justin D. Weisz, Parikshit Ram, Horst Samulowitz, Yla R. Tausczik, Dakuo Wang, Casey Dugan, Michael Muller
Publikováno v:
Proceedings of the ACM on Human-Computer Interaction. 3:1-24
The rapid advancement of artificial intelligence (AI) is changing our lives in many ways. One application domain is data science. New techniques in automating the creation of AI, known as AutoAI or AutoML, aim to automate the work practices of data s
Autor:
Prithviraj Sen, Yunyao Li, Sumit Neelam, Sairam Gurajada, Hang Jiang, Qiuhao Lu, Alexander G. Gray, Lucian Popa
Publikováno v:
ACL/IJCNLP (1)
Entity linking (EL), the task of disambiguating mentions in text by linking them to entities in a knowledge graph, is crucial for text understanding, question answering or conversational systems. Entity linking on short text (e.g., single sentence or
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0a6f822a2b9fd88bf083fca0191707ba
http://arxiv.org/abs/2106.09795
http://arxiv.org/abs/2106.09795
Autor:
Ibrahim Abdelaziz, Nandana Mihindukulasooriya, Tahira Naseem, Alfio Gliozzo, Pavan Kapanipathi, Young-Suk Lee, Alexander G. Gray, Salim Roukos, Srinivas Ravishankar
Publikováno v:
ACL/IJCNLP (2)
Relation linking is a crucial component of Knowledge Base Question Answering systems. Existing systems use a wide variety of heuristics, or ensembles of multiple systems, heavily relying on the surface question text. However, the explicit semantic pa
Autor:
Sumit Neelam, Srinivas Ravishankar, Young-Suk Lee, Revanth Gangi Reddy, Salim Roukos, Mo Yu, Francois P. S. Luus, G. P. Shrivatsa Bhargav, Achille Fokoue, Dinesh Garg, Udit Sharma, Lucian Popa, Nandana Mihindukulasooriya, Ibrahim Abdelaziz, Alfio Gliozzo, Hima P. Karanam, Alexander G. Gray, Maria Chang, Cristina Cornelio, Dinesh Khandelwal, Tahira Naseem, Naweed Khan, Sairam Gurajada, Pavan Kapanipathi, Yunyao Li, Saswati Dana, Ramón Fernandez Astudillo, Ryan Riegel, Ndivhuwo Makondo, Gaetano Rossiello
Publikováno v:
ACL/IJCNLP (Findings)
Knowledge base question answering (KBQA)is an important task in Natural Language Processing. Existing approaches face significant challenges including complex question understanding, necessity for reasoning, and lack of large end-to-end training data
Autor:
Erick Oduor, Alexander G. Gray, Justin D. Weisz, Dakuo Wang, Michael Muller, Daniel Karl I. Weidele, Josh Andres
Publikováno v:
IUI
Artificial Intelligence (AI) can now automate the algorithm selection, feature engineering, and hyperparameter tuning steps in a machine learning workflow. Commonly known as AutoML or AutoAI, these technologies aim to relieve data scientists from the
Autor:
Alexander G. Gray, Mo Yu, Nandana Mihindukulasooriya, Pavan Kapanipathi, Salim Roukos, Alfio Gliozzo, Ibrahim Abdelaziz, Srinivas Ravishankar, Gaetano Rossiello
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783030624187
ISWC (1)
ISWC (1)
Knowledge base question answering systems are heavily dependent on relation extraction and linking modules. However, the task of extracting and linking relations from text to knowledge bases faces two primary challenges; the ambiguity of natural lang
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c79fd06c0993455782195b6dee977c40
https://doi.org/10.1007/978-3-030-62419-4_23
https://doi.org/10.1007/978-3-030-62419-4_23
Autor:
José A. Marengo, Celia Regina de Gouveia Souza, Lincoln M. Alves, Sin Chan Chou, Shona Paterson, Frank E. Muller-Karger, Eduardo K. Hosokawa, Luiz E. O. C. Aragão, Lucí Hidalgo Nunes, Mark Pelling, Joseph Harari, Jonathan T. Lockman, Alexander G. Gray, Ernesto K. Tabuchi, C. J. Reynolds, Roberto Greco, Samuel B. Merrill, Fabiano Cordeiro Moreira
Publikováno v:
Marengo, J A, Nunes, L H, Souza, C R G, Harari, J, Muller-Karger, F, Greco, R, Hosokawa, E K, Tabuchi, E K, Merrill, S B, Reynolds, C J, Pelling, M, Alves, L M, Aragão, L E, Chou, S C, Moreira, F, Paterson, S, Lockman, J T & Gray, A G 2017, ' A globally deployable strategy for co-development of adaptation preferences to sea-level rise : the public participation case of Santos, Brazil ', NATURAL HAZARDS, pp. 1-15 . https://doi.org/10.1007/s11069-017-2855-x
Repositório Institucional da USP (Biblioteca Digital da Produção Intelectual)
Universidade de São Paulo (USP)
instacron:USP
Repositório Institucional da USP (Biblioteca Digital da Produção Intelectual)
Universidade de São Paulo (USP)
instacron:USP
Sea-level rise (SLR) poses a range of threats to natural and built environments in coastal zones around the world. Assessment of the risks due to exposure and sensitivity of coastal communities to coastal flooding is essential for informed decision-m
Autor:
Facundo M. Fernández, Manshui Zhou, Xiaoling Zang, Roman Mezencev, Tran Q. Long, Alexander G. Gray, Christina M. Jones, L. DeEtte Walker, John F. McDonald, María Eugenia Monge
Publikováno v:
Journal of Proteome Research. 13:3444-3454
Prostate cancer (PCa) is the second leading cause of cancer-related mortality in men. The prevalent diagnosis method is based on the serum prostate-specific antigen (PSA) screening test, which suffers from low specificity, overdiagnosis, and overtrea