João Caldeira

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 16

Top Topics

Statistical Models

Software Development

Top Venues

Astron. Comput.

Mach. Learn. Sci. Technol.

Publications

João Caldeira, Fernando Brito e Abreu, Jorge Cardoso, José Pereira dos Reis
Unveiling process insights from refactoring practices. Comput. Stand. Interfaces 81 (2022)
João Caldeira, Fernando Brito e Abreu, Jorge Cardoso, Ricardo Ribeiro, Cláudia Werner
Profiling Software Developers with Process Mining and N-Gram Language Models. CoRR (2021)
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 (2021)
João Caldeira, Brian Nord
Deeply uncertain: comparing methods of uncertainty quantification in deep learning algorithms. Mach. Learn. Sci. Technol. 2 (1) (2021)
João Caldeira, Fernando Brito e Abreu, Jorge Cardoso, Toacy Cavalcante de Oliveira
Software Development Analytics in Practice: A Systematic Literature Review. CoRR (2020)
João Caldeira, Fernando Brito e Abreu, Jorge Cardoso, José Pereira dos Reis
Unveiling process insights from refactoring practices. CoRR (2020)
João Caldeira, Brian Nord
Deeply Uncertain: Comparing Methods of Uncertainty Quantification in Deep Learning Algorithms. CoRR (2020)
James Amundson, James Annis, Camille Avestruz, D. Bowring, João Caldeira, Giuseppe Cerati, C. Chang, Scott Dodelson, D. Elvira, A. Farahi, K. 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, A. 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 (2019)
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)
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 (2019)
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 (2019)
João Caldeira, Joshua Job, Steven H. Adachi, Brian Nord, Gabriel N. Perdue
Restricted Boltzmann Machines for galaxy morphology classification with a quantum annealer. CoRR (2019)
João Caldeira, Fernando Brito e Abreu, José Pereira dos Reis, Jorge Cardoso
Assessing Software Development Teams' Efficiency using Process Mining. ICPM (2019)
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 (2018)
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 (2018)
João Caldeira, Fernando Brito e Abreu
Software Development Process Mining: Discovery, Conformance Checking and Enhancement. QUATIC (2016)
João Caldeira, Fernando Brito e Abreu
Influential Factors on Incident Management: Lessons Learned from a Large Sample of Products in Operation. PROFES (2008)
João Caldeira, Ricardo Azevedo, Carlos A. Silva, João Miguel da Costa Sousa
Supply-Chain Management Using ACO and Beam-ACO Algorithms. FUZZ-IEEE (2007)
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)
João Caldeira, Ricardo Azevedo, Carlos A. Silva, João Miguel da Costa Sousa
Beam-ACO Distributed Optimization Applied to Supply-Chain Management. IFSA (1) (2007)