João Caldeira

20 papers B 3Misc 1Journal 13Unranked 3

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	Unveiling process insights from refactoring practices. Comput. Stand. Interfaces João Caldeira, Fernando Brito e Abreu, Jorge Cardoso, José Pereira dos Reis
2021	J	`jnl`	DeepSZ: Identification of Sunyaev-Zel'dovich Galaxy Clusters using Deep Learning. CoRR Zhen Lin, Nicholas Huang, Camille Avestruz, W. L. Kimmy Wu, Shubhendu Trivedi, João Caldeira, Brian Nord
2021	J	`jnl`	Deeply uncertain: comparing methods of uncertainty quantification in deep learning algorithms. Mach. Learn. Sci. Technol. João Caldeira, Brian Nord
2021	J	`jnl`	Profiling Software Developers with Process Mining and N-Gram Language Models. CoRR João Caldeira, Fernando Brito e Abreu, Jorge Cardoso, Ricardo Ribeiro, Cláudia M. L. Werner
2020	J	`jnl`	Deeply Uncertain: Comparing Methods of Uncertainty Quantification in Deep Learning Algorithms. CoRR João Caldeira, Brian Nord
2020	J	`jnl`	Software Development Analytics in Practice: A Systematic Literature Review. CoRR João Caldeira, Fernando Brito e Abreu, Jorge Cardoso, Toacy Cavalcante de Oliveira
2020	J	`jnl`	Unveiling process insights from refactoring practices. CoRR João Caldeira, Fernando Brito e Abreu, Jorge Cardoso, José Pereira dos Reis
2019	J	`jnl`	Algorithms and Statistical Models for Scientific Discovery in the Petabyte Era. CoRR 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
2019	B	`conf`	Assessing Software Development Teams' Efficiency using Process Mining. ICPM João Caldeira, Fernando Brito e Abreu, José Pereira dos Reis, Jorge Cardoso
2019	J	`jnl`	DeepCMB: Lensing reconstruction of the cosmic microwave background with deep neural networks. Astron. Comput. João Caldeira, W. L. K. Wu, Brian Nord, Camille Avestruz, Shubhendu Trivedi, K. T. Story
2019	—	`conf`	Improving Traffic Safety Through Video Analysis in Jakarta, Indonesia. IntelliSys (2) João Caldeira, Alex Fout, Aniket Kesari, Raesetje Sefala, Joseph Walsh, Katy Dupre, Muhammad Rizal Khaefi, Setiaji, George Hodge, Zakiya Aryana Pramestri, Muhammad Adib Imtiyazi
2019	J	`jnl`	Response to NITRD, NCO, NSF Request for Information on "Update to the 2016 National Artificial Intelligence Research and Development Strategic Plan". CoRR 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
2019	J	`jnl`	Restricted Boltzmann Machines for galaxy morphology classification with a quantum annealer. CoRR João Caldeira, Joshua A. Job, Steven H. Adachi, Brian Nord, Gabriel N. Perdue
2018	J	`jnl`	DeepCMB: Lensing Reconstruction of the Cosmic Microwave Background with Deep Neural Networks. CoRR João Caldeira, W. L. K. Wu, Brian Nord, Camille Avestruz, Shubhendu Trivedi, K. T. Story
2018	J	`jnl`	Improving Traffic Safety Through Video Analysis in Jakarta, Indonesia. CoRR João Caldeira, Alex Fout, Aniket Kesari, Raesetje Sefala, Joseph Walsh, Katy Dupre, Muhammad Rizal Khaefi, Setiaji, George Hodge, Zakiya Aryana Pramestri, Muhammad Adib Imtiyazi
2016	Misc	`conf`	Software Development Process Mining: Discovery, Conformance Checking and Enhancement. QUATIC João Caldeira, Fernando Brito e Abreu
2008	B	`conf`	Influential Factors on Incident Management: Lessons Learned from a Large Sample of Products in Operation. PROFES João Caldeira, Fernando Brito e Abreu
2007	—	`conf`	Aproaching to Emotional Context on Information Systems Design in a Web Site Front-Office Development - A Case Study for Public Health. ICEIS (5) Octávio Pereira, Tiago Luís, Pedro António, Eduardo Valente, João Caldeira, Paulo Alves, Paulo Jesus, João Cordeiro
2007	—	`conf`	Beam-ACO Distributed Optimization Applied to Supply-Chain Management. IFSA (1) João Caldeira, Ricardo Azevedo, Carlos A. Silva, João Miguel da Costa Sousa
2007	B	`conf`	Supply-Chain Management Using ACO and Beam-ACO Algorithms. FUZZ-IEEE João Caldeira, Ricardo Azevedo, Carlos A. Silva, João Miguel da Costa Sousa