PUBLICATIONS
PUBLICATIONS
GOMES, D. V.; PEREIRA, M. R.; GATTO, E. C. A scoping review on the detection of overload crises in autistic adult women. In: XXXV UFLA Postgraduate Congress, 2026, Lavras. XXXV UFLA Postgraduate Congress. (in Portuguese – short abstract)
GOMES, D. V.; PEREIRA, M. R.; GATTO, E. C. Individual error in stress detection using wearable devices. In: XXXV UFLA Graduate Studies Congress, 2026, Lavras. XXXV UFLA Graduate Studies Congress. (in Portuguese – short abstract)
ALVARENGA, J. V. R.; GATTO, E. C.; COLLARES, V. B. Training, project development, and scientific outreach in artificial intelligence: the experience of NIAD/UFLA. In: XXI Extension Congress of the Federal University of Lavras - CONEX/UFLA 2026, Lavras.(in Portuguese – short abstract)
COSTA, L. N.; ROCHA, L. C.; LOPES, T. G.; COSTA, L. M. F.; MOREIRA, R. T.; GATTO, E. C. GIRLs: Training in Artificial Intelligence and Strengthening Female Leadership through University Extension. In: XXI Extension Congress of the Federal University of Lavras - CONEX/UFLA 2026, Lavras. (in Portuguese – short abstract)
SILVA, W. A.; GATTO, E. C. Peer Tutoring as a Support Strategy for Teaching and Learning in "Introduction to Algorithms." In: III UFLA Teaching Congress (COENS 2026), Lavras (in Portuguese – short abstract)
METZKER, R. F., ROCHA, L. C.; GATTO, E. C.; PEREIRA, M. R. An account of an experience with an artificial intelligence study group aimed at integrating women into the field of technology. In: WebMedia for Everyone, 2026, Lavras, MG. WebMedia Extended Proceedings. (in Portuguese - paper) [Qualis A3]
SUBMITTED: GATTO, Elaine C.; VALEJO, Alan D. B., FERRANDIN, Mauri; CERRI, R. Community Detection for Modeling Label Correlations in Multi-Label Classification. Applied Software Computing. [Qualis A1]
UNDER FINALIZATION: GATTO, Elaine C.; KENJI, Felipe N., READ, J., FERRANDIN, Mauri; CERRI, Ricardo., VENS, Celine. Label Cluster Chains for Multi-Label Classification. Github. (journal)
Silva, C. E.; GATTO, E. C.; MERSCHMANN, L. H. C. Evaluation of a Hierarchical Classification Approach for Hate Speech Detection in the Portuguese Language. In: XXXIV UFLA Graduate Studies Congress, 2026, Lavras. (in Portuguese – short abstract)
RODRIGUES, L. M.; CUNHA, I. G. M.; BORGES, L. P.; BARBOSA, M. V. S.; PEREIRA, M. R.; GATTO, E. C.. GIRLs: Study Group for Innovation, Research and Female Leadership in Artificial Intelligence. In: XX UFLA Extension Congress - CONEX 2025, 2025, Lavras. (in Portuguese - short abstract)
SOUSA, G. F. M.; DOMINGOS, C. A. L.; MENDONCA, M. V. P.; CARMO, T. B.; MERSCHMANN, L. H. C.; GATTO, E. C.. NIAD: Center for Studies in Artificial Intelligence and Data Science. In: XX UFLA Extension Congress - CONEX 2025, 2025, Lavras. (in Portuguese - short abstract)
SUBMITTED: GATTO, Elaine C.; VALEJO, Alan D. B., FERRANDIN, Mauri; CERRI, R. Community Detection for Modeling Label Correlations in Multi-Label Classification. Applied Software Computing.
UNDER FINALIZATION: GATTO, Elaine C.; KENJI, Felipe N., READ, J., FERRANDIN, Mauri; CERRI, Ricardo., VENS, Celine. Label Cluster Chains for Multi-Label Classification. Github.
GATTO, Elaine C.; FERRANDIN, Mauri; CERRI, R. Multilabel Classification with Labels Clusters. Knowledge and Information Systems. Main Github. Repository. [Qualis A3]
GATTO, Elaine C. Female Empowerment. I Interdiscipilnary Seminar in Data Science - LINDA Research Group: Proceddings of the I SINCID - LInDa. 1st ed .: Editora e-Publicar, 2024, v. , p. 119-131.
UNDER FINALIZATION: GATTO, Elaine C.; KENJI, Felipe N., READ, J., FERRANDIN, Mauri; CERRI, Ricardo., VENS, Celine. Label Cluster Chains for Multi-Label Classification. Github.
GATTO, Elaine C.; VALEJO, Alan D. B., FERRANDIN, Mauri; CERRI, R. Community Detection for Multi-Label Classification. BRACIS. Best Paper Runner-UP. Slides. Video Presentation. Main Github. Repository. Online Proceedings: https://link.springer.com/conference/bracis [Qualis A3]
2.º Pre-Print - In process - Multi-Label Classification with Label Clusters.
UNDER FINALIZATION: GATTO, Elaine C.; KENJI, Felipe N., READ, J., FERRANDIN, Mauri; CERRI, Ricardo., VENS, Celine. Label Cluster Chains for Multi-Label Classification. Github.
1.º Pre-Print - Not Publish - Clustering Labels in Multi-Label Learning: A Study Using Randomness and Label Correlations.
GATTO, Elaine. C; FERRANDIN, M.; CERRI, R. Exploring Label Correlations for Partitioning the Label Space in Multi-label Classification. In: 2021 International Joint Conference on Neural Networks. IJCNN. Video Presentation. Slides. Main Github. Repository. (Qualis A1)
GATTO, Elaine C.; CERRI, R.; FERRANDIN, M. Exploring Label Correlations for Partitioning the Label Space in Multi-label Classification. In: IV São Paulo Meeting of Graduate Students in Computing. (in Portuguese)
GATTO, Elaine C.; CERRI, R. Proposal for a Competitive Learning Model for Hierarchical Multi-label Classification. In: Meeting Data, 2018, São Carlos/SP. (in Portuguese)
GATTO, Elaine C.; SILVA, Patrick P. Study Group Workshops: Collaborative learning among students and professors in computing programs at USC. In: 5th International Symposium on Educational Languages. (in Portuguese)
SILVA, Patrick P.; GATTO, Elaine C. Diabetes Project: A Report on a University Extension Experience from the Computer Engineering Program. In: COBENGE 2014: Multiple Forms of Knowledge and Practice. Juiz de Fora. (in Portuguese)
CORREA, E. G.; Maranho, A. S.; GATTO, Elaine C. Home Automation: Climate Control Applied to Resilient Buildings. In: 3rd Scientific and Technological Symposium of FATEC Botucatu, 2014, Botucatu. III JORNACITEC - Scientific and Technological Symposium, 2014. (in Portuguese)
BOSCOA, V. R.; MARANHO, A. S.; GATTO, Elaine C. Control of Electrical Energy Consumption in Low-Income Households in Bauru. In: 3rd Scientific and Technological Symposium of FATEC Botucatu, 2014, Botucatu. III JORNACITEC – Scientific and Technological Symposium, 2014. (in Portuguese)
MAKITA, H. H.; GATTO, Elaine C. Save The Plants: An Educational Game to Support the Teaching of Botany. In: 3rd Scientific and Technological Symposium of FATEC Botucatu, 2014, Botucatu. III JORNACITEC – Scientific and Technological Symposium, 2014. (in Portuguese)
BOSCOA, V. R.; MARANHO, A. S.; GATTO, Elaine C. Control of Electric Energy Consumption in Low-Income Households in the Bauru Region. In: 14th National Congress of Scientific Initiation: CONIC-SEMESP, 2014, São Paulo. 14th National Congress of Scientific Initiation: CONIC-SEMESP. 2014. (in Portuguese)
SILVA, E. F.; SILVA, Patrick P.; GATTO, Elaine C. Implementation of an Automated Soccer Match Summarizer Based on Taxonomy. In: XXIX National Congress of Computing Students, 2013, Bahia. XXIX National Congress of Computing Students. (in Portuguese)
GATTO, Elaine. C.; Zorzo, Sergio D. Application of Recommendation Techniques for Brazilian Portable Interactive Digital TV. In: IWSSIP 2010 - 17th International Conference on Systems, Signals and Image Processing, 2010, Rio de Janeiro. IWSSIP 2010 PROCEEDINGS.
DE AVILA, Paulo M.; GATTO, ELAINE C.; ZORZO, Sergio D. Recommender: Helping viewers in their choice for educational programs in digital TV context. In: 2010 IEEE Frontiers in Education Conference (FIE), 2010, Arlington. 2010 IEEE Frontiers in Education Conference (FIE).
GATTO, E. C. Using PBL in Ubiquitous Computing Education. In: WEI – XVIII Workshop on Computing Education, 2010, Belo Horizonte. XXX Congress of the Brazilian Computer Society. (in Portuguese)
GATTO, Elaine C.; ZORZO, Sergio D. Recommendation System for the Brazilian Interactive Portable Digital TV. In: 8th International Information and Telecommunication Technologies Symposium, 2009, Florianópolis, Santa Catarina. (in Portuguese)