Human &
Machine
Intelligent
HuMaIN
Network of software
components for
data extraction

Publications


  • Generalizable Self-aware Information Extraction from Labels of Biological Collections. Icaro Alzuru, Andréa Matsunaga, Maurício Tsugawa, and José A.B. Fortes. 2020. To be submitted.
  • Quality-Aware Text and Information Extraction from Biocollections by using Ensembles of OCRs. Icaro Alzuru, Rhiannon Stephens, Andréa Matsunaga, Maurício Tsugawa, Paul Flemons, and José A.B. Fortes. 2020. Under Review.
  • Human-Machine Information Extraction Simulator for Biological Collections. Icaro Alzuru, Aditi Malladi, Andréa Matsunaga, Maurício Tsugawa, and José A.B. Fortes. 2019 IEEE International Conference on Big Data (Big Data), Los Angeles, CA, USA, 2019, pp. 4565-4572. DOI: BigData47090.2019.9005601
  • Quality-Aware Human-Machine Text Extraction for Biocollections using Ensembles of OCRs. Icaro Alzuru, Rhiannon Stephens, Andréa Matsunaga, Maurício Tsugawa, Paul Flemons, and José A.B. Fortes. 2019 15th International Conference on eScience (eScience), San Diego, CA, USA, 2019, pp. 116-125. DOI: eScience.2019.00020
  • SELFIE: Self-Aware Information Extraction from Digitized Biocollections. Icaro Alzuru, Andréa Matsunaga, Maurício Tsugawa, and José A.B. Fortes. 2017 IEEE 13th International Conference on e-Science (e-Science), Auckland, 2017, pp. 69-78. DOI: eScience.2017.19
  • Task Design and Crowd Sentiment in Biocollections Information Extraction. Icaro Alzuru, Andréa Matsunaga, Maurício Tsugawa, José A.B. Fortes. 2017 IEEE 3rd International Conference on Collaboration and Internet Computing (CIC), San Jose, CA, 2017, pp. 389-398. DOI: CIC.2017.00056
  • Cooperative Human-Machine Data Extraction from Biological Collections. Icaro Alzuru, Andréa Matsunaga, Maurício Tsugawa, José A.B. Fortes. 2016 IEEE 12th International Conference on e-Science (e-Science), Baltimore, MD, 2016, pp. 41-50. DOI: eScience.2016.7870884

Posters


Slides


Source Code of HuMaIN's Experiments