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ORCIDJoão Caldeira
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2020 – today
- 2022
[j3]João Caldeira
, Fernando Brito e Abreu, Jorge Cardoso, José Pereira dos Reis:
Unveiling process insights from refactoring practices. Comput. Stand. Interfaces 81: 103587 (2022)- 2021
- [j2]João Caldeira, Brian Nord:
Deeply uncertain: comparing methods of uncertainty quantification in deep learning algorithms. Mach. Learn. Sci. Technol. 2(1): 15002 (2021) - [i10]João Caldeira, Fernando Brito e Abreu, Jorge Cardoso, Ricardo Ribeiro, Cláudia M. L. Werner:
Profiling Software Developers with Process Mining and N-Gram Language Models. CoRR abs/2101.06733 (2021) - [i9]Zhen Lin, Nicholas Huang, Camille Avestruz, W. L. Kimmy Wu, Shubhendu Trivedi, João Caldeira, Brian Nord:
DeepSZ: Identification of Sunyaev-Zel'dovich Galaxy Clusters using Deep Learning. CoRR abs/2102.13123 (2021) - 2020
- [i8]João Caldeira, Brian Nord:
Deeply Uncertain: Comparing Methods of Uncertainty Quantification in Deep Learning Algorithms. CoRR abs/2004.10710 (2020) - [i7]João Caldeira, Fernando Brito e Abreu, Jorge Cardoso, Toacy Cavalcante de Oliveira:
Software Development Analytics in Practice: A Systematic Literature Review. CoRR abs/2007.10213 (2020) - [i6]João Caldeira, Fernando Brito e Abreu, Jorge Cardoso, José Pereira dos Reis:
Unveiling process insights from refactoring practices. CoRR abs/2010.15692 (2020)
2010 – 2019
- 2019
- [j1]João Caldeira, W. L. K. Wu, Brian Nord, Camille Avestruz, Shubhendu Trivedi, K. T. Story:
DeepCMB: Lensing reconstruction of the cosmic microwave background with deep neural networks. Astron. Comput. 28: 100307 (2019) - [c7]João Caldeira, Fernando Brito e Abreu, José Pereira dos Reis, Jorge Cardoso:
Assessing Software Development Teams' Efficiency using Process Mining. ICPM 2019: 65-72 - [c6]João Caldeira, Alex Fout, Aniket Kesari, Raesetje Sefala, Joseph Walsh, Katy Dupre, Muhammad Rizal Khaefi, Setiaji, George Hodge, Zakiya Aryana Pramestri, Muhammad Adib Imtiyazi:
Improving Traffic Safety Through Video Analysis in Jakarta, Indonesia. IntelliSys (2) 2019: 642-649 - [i5]Brian Nord, Andrew J. Connolly, Jamie Kinney, Jeremy Kubica, Gautaum Narayan, Joshua E. G. Peek, Chad Schafer, Erik J. Tollerud, Camille Avestruz, Gutti Jogesh Babu, Simon Birrer, Douglas Burke, João Caldeira, Douglas A. Caldwell, Joleen K. Carlberg, Yen-Chi Chen, Chuanfei Dong, Eric D. Feigelson, V. Zach Golkhou, Vinay Kashyap, T. S. Li, Thomas Loredo, Luisa Lucie-Smith, Kaisey S. Mandel, J. R. Martínez-Galarza, Adam A. Miller, Priyamvada Natarajan, Michelle Ntampaka, Andy Ptak, David Rapetti, Lior Shamir, Aneta Siemiginowska, Brigitta M. Sipocz, Arfon M. Smith, Nhan Tran, Ricardo Vilalta, Lucianne M. Walkowicz, John ZuHone:
Algorithms and Statistical Models for Scientific Discovery in the Petabyte Era. CoRR abs/1911.02479 (2019) - [i4]James F. Amundson, James Annis, Camille Avestruz, D. Bowring, João Caldeira, Giuseppe Cerati, Chihway L. Chang, Scott Dodelson, D. Elvira, A. Farahi, Krzysztof L. Genser, Lindsey Gray, Oliver Gutsche, Philip C. Harris, Jamie Kinney, James B. Kowalkowski, Rob Kutschke, S. Mrenna, Brian Nord, A. Para, Kevin Pedro, Gabriel N. Perdue, Alexander Scheinker, Panagiotis Spentzouris, J. St. John, Nhan Tran, Shubhendu Trivedi, Laura Trouille, W. L. K. Wu, C. R. Bom:
Response to NITRD, NCO, NSF Request for Information on "Update to the 2016 National Artificial Intelligence Research and Development Strategic Plan". CoRR abs/1911.05796 (2019) - [i3]João Caldeira, Joshua Job, Steven H. Adachi, Brian Nord, Gabriel N. Perdue:
Restricted Boltzmann Machines for galaxy morphology classification with a quantum annealer. CoRR abs/1911.06259 (2019) - 2018
- [i2]João Caldeira, W. L. K. Wu, Brian Nord, Camille Avestruz, Shubhendu Trivedi, K. T. Story:
DeepCMB: Lensing Reconstruction of the Cosmic Microwave Background with Deep Neural Networks. CoRR abs/1810.01483 (2018) - [i1]João Caldeira, Alex Fout, Aniket Kesari, Raesetje Sefala, Joseph Walsh, Katy Dupre, Muhammad Rizal Khaefi, Setiaji, George Hodge, Zakiya Aryana Pramestri, Muhammad Adib Imtiyazi:
Improving Traffic Safety Through Video Analysis in Jakarta, Indonesia. CoRR abs/1812.01106 (2018) - 2016
- [c5]João Caldeira, Fernando Brito e Abreu:
Software Development Process Mining: Discovery, Conformance Checking and Enhancement. QUATIC 2016: 254-259
2000 – 2009
- 2008
- [c4]João Caldeira, Fernando Brito e Abreu:
Influential Factors on Incident Management: Lessons Learned from a Large Sample of Products in Operation. PROFES 2008: 330-344 - 2007
- [c3]João Caldeira, Ricardo Azevedo, Carlos A. Silva, João Miguel da Costa Sousa:
Supply-Chain Management Using ACO and Beam-ACO Algorithms. FUZZ-IEEE 2007: 1-6 - [c2]Octávio Pereira, Tiago Luís, Pedro António, Eduardo Valente, João Caldeira, Paulo Alves, Paulo Jesus, João Cordeiro:
Aproaching to Emotional Context on Information Systems Design in a Web Site Front-Office Development - A Case Study for Public Health. ICEIS (5) 2007: 302-305 - [c1]João Caldeira, Ricardo Azevedo, Carlos A. Silva, João Miguel da Costa Sousa:
Beam-ACO Distributed Optimization Applied to Supply-Chain Management. IFSA (1) 2007: 799-809
Coauthor Index
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