Emille E. O. Ishida

27 papers A 1Journal 19Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Explainable classification of astronomical uncertain time series.
Big Data Res.
Michael Franklin Mbouopda, Emille E. O. Ishida, Engelbert Mephu Nguifo, Emmanuel Gangler
2025 J jnl
Coniferest: A complete active anomaly detection framework.
Astron. Comput.
Matwey V. Kornilov, Vladimir S. Korolev, Konstantin L. Malanchev, Anastasia D. Lavrukhina, Etienne Russeil, Timofey A. Semenikhin, Emmanuel Gangler, Emille E. O. Ishida, Maria V. Pruzhinskaya, Alina A. Volnova, Sreevarsha Sreejith
2025 J jnl
Real-bogus scores for active anomaly detection.
Astron. Comput.
Timofey A. Semenikhin, Matwey V. Kornilov, Maria V. Pruzhinskaya, Anastasia D. Lavrukhina, Etienne Russeil, Emmanuel Gangler, Emille E. O. Ishida, Vladimir S. Korolev, Konstantin L. Malanchev, Alina A. Volnova, Sreevarsha Sreejith
2025 J jnl
Signatures to help interpretability of anomalies.
CoRR
Emmanuel Gangler, Emille E. O. Ishida, Matwey V. Kornilov, Vladimir S. Korolev, Anastasia D. Lavrukhina, Konstantin L. Malanchev, Maria V. Pruzhinskaya, Etienne Russeil, Timofey A. Semenikhin, Sreevarsha Sreejith, Alina A. Volnova
2025 J jnl
What ZTF Saw Where Rubin Looked: Anomaly Hunting in DR23.
CoRR
Maria V. Pruzhinskaya, Anastasia D. Lavrukhina, Timofey A. Semenikhin, Alina A. Volnova, Sreevarsha Sreejith, Vadim V. Krushinsky, Emmanuel Gangler, Emille E. O. Ishida, Matwey V. Kornilov, Konstantin L. Malanchev
2024 J jnl
Coniferest: a complete active anomaly detection framework.
CoRR
Matwey V. Kornilov, Vladimir S. Korolev, Konstantin L. Malanchev, Anastasia D. Lavrukhina, Etienne Russeil, Timofey A. Semenikhin, Emmanuel Gangler, Emille E. O. Ishida, Maria V. Pruzhinskaya, Alina A. Volnova, Sreevarsha Sreejith
2024 J jnl
Exploring the Universe with SNAD: Anomaly Detection in Astronomy.
CoRR
Alina A. Volnova, Patrick D. Aleo, Anastasia D. Lavrukhina, Etienne Russeil, Timofey A. Semenikhin, Emmanuel Gangler, Emille E. O. Ishida, Matwey V. Kornilov, Vladimir S. Korolev, Konstantin L. Malanchev, Maria V. Pruzhinskaya, Sreevarsha Sreejith
2024 J jnl
From Galaxy Zoo DECaLS to BASS/MzLS: detailed galaxy morphology classification with unsupervised domain adaption.
CoRR
Renhao Ye, Shiyin Shen, Rafael S. de Souza, Quanfeng Xu, Mi Chen, Zhu Chen, Emille E. O. Ishida, Alberto Krone-Martins, Rupesh Durgesh
2024 J jnl
Multi-View Symbolic Regression.
CoRR
Etienne Russeil, Fabrício Olivetti de França, Konstantin L. Malanchev, Bogdan Burlacu, Emille E. O. Ishida, Marion Leroux, Clément Michelin, Guillaume Moinard, Emmanuel Gangler
2024 A conf
Multiview Symbolic Regression.
GECCO
Etienne Russeil, Fabrício Olivetti de França, Konstantin L. Malanchev, Bogdan Burlacu, Emille E. O. Ishida, Marion Leroux, Clément Michelin, Guillaume Moinard, Emmanuel Gangler
2023 J jnl
A graph-based spectral classification of Type II supernovae.
Astron. Comput.
Rafael S. de Souza, Stephen Thorp, Lluís Galbany, Emille E. O. Ishida, Santiago Gonzalez-Gaitan, M. A. Schmitz, Alberto Krone-Martins, C. Peters
2023 J jnl
From Images to Features: Unbiased Morphology Classification via Variational Auto-Encoders and Domain Adaptation.
CoRR
Quanfeng Xu, Shiyin Shen, Rafael S. de Souza, Mi Chen, Renhao Ye, Yumei She, Zhu Chen, Emille E. O. Ishida, Alberto Krone-Martins, Rupesh Durgesh
2023 J jnl
Sidestepping the inversion of the weak-lensing covariance matrix with Approximate Bayesian Computation.
Astron. Comput.
Martin Kilbinger, Emille E. O. Ishida, Jessi Cisewski-Kehe
2022 J jnl
Explainable classification of astronomical uncertain time series.
CoRR
Michael Franklin Mbouopda, Emille E. O. Ishida, Engelbert Mephu Nguifo, Emmanuel Gangler
2021 J jnl
Fink: early supernovae Ia classification using active learning.
CoRR
Marco Leoni, Emille E. O. Ishida, Julien Peloton, Anais Möller
2021 — conf
The Role of the Human Expert in the Era of Big Data (keynote abstract).
DAMDID/RCDL (Supplementary Proceedings)
Emille E. O. Ishida
2020 — conf
Active learning with RESSPECT: Resource allocation for extragalactic astronomical transients.
SSCI
Noble Kennamer, Emille E. O. Ishida, Santiago Gonzalez-Gaitan, Rafael S. de Souza, Alexander Ihler, Kara Ponder, Ricardo Vilalta, Anais Möller, David O. Jones, Mi Dai, Alberto Krone-Martins, Bruno Quint, Sreevarsha Sreejith, Alex I. Malz, Lluís Galbany
2020 J jnl
Active learning with RESSPECT: Resource allocation for extragalactic astronomical transients.
CoRR
Noble Kennamer, Emille E. O. Ishida, Santiago Gonzalez-Gaitan, Rafael S. de Souza, Alexander Ihler, Kara Ponder, Ricardo Vilalta, Anais Möller, David O. Jones, Mi Dai, Alberto Krone-Martins, Bruno Quint, Sreevarsha Sreejith, Alex I. Malz, Lluís Galbany
2019 J jnl
Active Anomaly Detection for time-domain discoveries.
CoRR
Emille E. O. Ishida, Matwey V. Kornilov, Konstantin L. Malanchev, Maria V. Pruzhinskaya, Alina A. Volnova, Vladimir S. Korolev, Florian Mondon, Sreevarsha Sreejith, Anastasia Malancheva, Shubhomoy Das
2019 J jnl
Machine Learning and the future of Supernova Cosmology.
CoRR
Emille E. O. Ishida
2019 — conf
Realization of Different Techniques for Anomaly Detection in Astronomical Databases.
DAMDID/RCDL (Selected Papers)
Konstantin L. Malanchev, Vladimir S. Korolev, Matwey V. Kornilov, Emille E. O. Ishida, Anastasia Malancheva, Florian Mondon, Maria V. Pruzhinskaya, Sreevarsha Sreejith, Alina Volnova
2019 — conf
Use of Machine Learning for Anomaly Detection Problem in Large Astronomical Databases.
DAMDID/RCDL
Konstantin L. Malanchev, Alina A. Volnova, Matwey V. Kornilov, Maria V. Pruzhinskaya, Emille E. O. Ishida, Florian Mondon, Vladimir S. Korolev
2017 — conf
Photometric redshift estimation: An active learning approach.
SSCI
Ricardo Vilalta, Emille E. O. Ishida, Róbert Beck, R. Sutrisno, Rafael S. de Souza, Ashish Mahabal
2016 — conf
Automated supernova Ia classification using adaptive learning techniques.
SSCI
Kinjal Dhar Gupta, Renuka Pampana, Ricardo Vilalta, Emille E. O. Ishida, Rafael S. de Souza
2016 — conf
Exploring the spectroscopic diversity of type Ia supernovae with Deep Learning and Unsupervised Clustering.
Astroinformatics
Emille E. O. Ishida, Michele Sasdelli, Ricardo Vilalta, Michel Aguena, Vinicius C. Busti, Hugo Camacho, Arlindo M. M. Trindade, Fabian Gieseke, Rafael S. de Souza, Yabebal T. Fantaye, Paolo A. Mazzali
2015 J jnl
The overlooked potential of Generalized Linear Models in astronomy-II: Gamma regression and photometric redshifts.
Astron. Comput.
Jonathan Elliott, Rafael S. de Souza, Alberto Krone-Martins, Ewan Cameron, Emille E. O. Ishida, Joseph M. Hilbe
2015 J jnl
cosmoabc: Likelihood-free inference via Population Monte Carlo Approximate Bayesian Computation.
Astron. Comput.
Emille E. O. Ishida, Sandro D. P. Vitenti, Mariana Penna-Lima, Jessi Cisewski, Rafael S. de Souza, Arlindo M. M. Trindade, Ewan Cameron, Vinicius C. Busti