João Caldeira

According to our database, João Caldeira authored at least 16 papers between 2007 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Unveiling process insights from refactoring practices.

João Caldeira, Fernando Brito e Abreu, Jorge Cardoso, José Pereira dos Reis

Comput. Stand. Interfaces, 2022

2021

Deeply uncertain: comparing methods of uncertainty quantification in deep learning algorithms.

João Caldeira, Brian Nord

Mach. Learn. Sci. Technol., 2021

DeepSZ: Identification of Sunyaev-Zel'dovich Galaxy Clusters using Deep Learning.

Zhen Lin, Nicholas Huang, Camille Avestruz, W. L. Kimmy Wu, Shubhendu Trivedi, João Caldeira, Brian Nord

CoRR, 2021

Profiling Software Developers with Process Mining and N-Gram Language Models.

João Caldeira, Fernando Brito e Abreu, Jorge Cardoso, Ricardo Ribeiro, Cláudia M. L. Werner

CoRR, 2021

2020

Software Development Analytics in Practice: A Systematic Literature Review.

João Caldeira, Fernando Brito e Abreu, Jorge Cardoso, Toacy Cavalcante de Oliveira

CoRR, 2020

2019

Restricted Boltzmann Machines for galaxy morphology classification with a quantum annealer.

João Caldeira, Joshua A. Job, Steven H. Adachi, Brian Nord, Gabriel N. Perdue

CoRR, 2019

Response to NITRD, NCO, NSF Request for Information on "Update to the 2016 National Artificial Intelligence Research and Development Strategic Plan".

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

CoRR, 2019

Algorithms and Statistical Models for Scientific Discovery in the Petabyte Era.

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 L. 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

CoRR, 2019

DeepCMB: Lensing reconstruction of the cosmic microwave background with deep neural networks.

João Caldeira, W. L. K. Wu, Brian Nord, Camille Avestruz, Shubhendu Trivedi, K. T. Story

Astron. Comput., 2019

Improving Traffic Safety Through Video Analysis in Jakarta, Indonesia.

João Caldeira, Alex Fout, Aniket Kesari, Raesetje Sefala, Joseph Walsh, Katy Dupre, Muhammad Rizal Khaefi, Setiaji, George Hodge, Zakiya Aryana Pramestri, Muhammad Adib Imtiyazi

Proceedings of the Intelligent Systems and Applications, 2019

Assessing Software Development Teams' Efficiency using Process Mining.

João Caldeira, Fernando Brito e Abreu, José Pereira dos Reis, Jorge Cardoso

Proceedings of the International Conference on Process Mining, 2019

2016

Software Development Process Mining: Discovery, Conformance Checking and Enhancement.

João Caldeira, Fernando Brito e Abreu

Proceedings of the 10th International Conference on the Quality of Information and Communications Technology, 2016

2008

Influential Factors on Incident Management: Lessons Learned from a Large Sample of Products in Operation.

João Caldeira, Fernando Brito e Abreu

Proceedings of the Product-Focused Software Process Improvement, 2008

2007

Beam-ACO Distributed Optimization Applied to Supply-Chain Management.

João Caldeira, Ricardo Azevedo, Carlos A. Silva, João Miguel da Costa Sousa

Proceedings of the Foundations of Fuzzy Logic and Soft Computing, 2007

Aproaching to Emotional Context on Information Systems Design in a Web Site Front-Office Development - A Case Study for Public Health.

Octávio Pereira, Tiago Luís, Pedro António, Eduardo Valente, João Caldeira, Paulo Alves, Paulo Jesus, João Cordeiro

Proceedings of the ICEIS 2007, 2007

Supply-Chain Management Using ACO and Beam-ACO Algorithms.

João Caldeira, Ricardo Azevedo, Carlos A. Silva, João Miguel da Costa Sousa

Proceedings of the FUZZ-IEEE 2007, 2007