José A. Rodríguez-Serrano

33 papers A* 6A 4C 1Journal 14Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
8th Workshop on Machine Learning in Finance.
KDD (2)
Saurabh Nagrecha, Isha Chaturvedi, Senthil Kumar, Nitesh V. Chawla, Mahashweta Das, Daksha Yadav, José A. Rodríguez-Serrano, Eren Kurshan
2025 J jnl
Prototype-based learning for real estate valuation: a machine learning model that explains prices.
Ann. Oper. Res.
José A. Rodríguez-Serrano
2024 A* conf
Machine Learning in Finance.
KDD
Leman Akoglu, Nitesh V. Chawla, Josep Domingo-Ferrer, Eren Kurshan, Senthil Kumar, Vidyut M. Naware, José A. Rodríguez-Serrano, Isha Chaturvedi, Saurabh Nagrecha, Mahashweta Das, Tanveer A. Faruquie
2022 J jnl
Deep Non-Crossing Quantiles through the Partial Derivative.
CoRR
Axel Brando, Joan Gimeno, José A. Rodríguez-Serrano, Jordi Vitrià
2022 A conf
Deep Non-crossing Quantiles through the Partial Derivative.
AISTATS
Axel Brando, Joan Gimeno, José A. Rodríguez-Serrano, Jordi Vitrià
2021 A* conf
Machine Learning in Finance.
KDD
Senthil Kumar, Leman Akoglu, Nitesh V. Chawla, José A. Rodríguez-Serrano, Tanveer A. Faruquie, Saurabh Nagrecha
2020 J jnl
Building Uncertainty Models on Top of Black-Box Predictive APIs.
IEEE Access
Axel Brando, Damià Torres, José A. Rodríguez-Serrano, Jordi Vitrià
2019 A* conf
Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians.
NeurIPS
Axel Brando, José A. Rodríguez-Serrano, Jordi Vitrià, Alberto Rubio
2019 J jnl
Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians.
CoRR
Axel Brando, José A. Rodríguez-Serrano, Jordi Vitrià, Alberto Rubio
2018 — conf
Uncertainty Modelling in Deep Networks: Forecasting Short and Noisy Series.
ECML/PKDD (3)
Axel Brando, José A. Rodríguez-Serrano, Mauricio Ciprian, Roberto Maestre, Jordi Vitrià
2018 J jnl
Uncertainty Modelling in Deep Networks: Forecasting Short and Noisy Series.
CoRR
Axel Brando, José A. Rodríguez-Serrano, Mauricio Ciprian, Roberto Maestre, Jordi Vitrià
2017 — ch.
Unsupervised Fisher Vector Adaptation for Re-identification.
Domain Adaptation in Computer Vision Applications
Usman Tariq, José A. Rodríguez-Serrano, Florent Perronnin
2016 J jnl
Data-Driven Detection of Prominent Objects.
IEEE Trans. Pattern Anal. Mach. Intell.
José A. Rodríguez-Serrano, Diane Larlus, Zhenwen Dai
2015 J jnl
Label Embedding: A Frugal Baseline for Text Recognition.
Int. J. Comput. Vis.
José A. Rodríguez-Serrano, Albert Gordo, Florent Perronnin
2014 J jnl
Self-Learning Camera: Autonomous Adaptation of Object Detectors to Unlabeled Video Streams.
CoRR
Adrien Gaidon, Gloria Zen, José A. Rodríguez-Serrano
2014 — conf
Vehicle type classification from laser scans with global alignment kernels.
ITSC
Boris Chidlovskii, Gabriela Csurka, José A. Rodríguez-Serrano
2013 A conf
Label embedding for text recognition.
BMVC
José A. Rodríguez-Serrano, Florent Perronnin
2013 — conf
Practical methods for sparsity based video anomaly detection.
ITSC
Xuan Mo, Vishal Monga, Raja Bala, José A. Rodríguez-Serrano, Zhigang Fan, Aaron M. Burry
2013 A* conf
Predicting an Object Location Using a Global Image Representation.
ICCV
José A. Rodríguez-Serrano, Diane Larlus
2013 J jnl
Robust abandoned object detection integrating wide area visual surveillance and social context.
Pattern Recognit. Lett.
James M. Ferryman, David C. Hogg, Jan Sochman, Ardhendu Behera, José A. Rodríguez-Serrano, Simon F. Worgan, Longzhen Li, Valerie Leung, Murray Evans, Philippe Cornic, Stéphane Herbin, Stefan Schlenger, Michael Dose
2013 — conf
Vehicle type classification from laser scanner profiles: A benchmark of feature descriptors.
ITSC
Harsimrat Sandhawalia, José A. Rodríguez-Serrano, Hervé Poirier, Gabriela Csurka
2012 J jnl
A Model-Based Sequence Similarity with Application to Handwritten Word Spotting.
IEEE Trans. Pattern Anal. Mach. Intell.
José A. Rodríguez-Serrano, Florent Perronnin
2012 — conf
Data-Driven Vehicle Identification by Image Matching.
ECCV Workshops (2)
José A. Rodríguez-Serrano, Harsimrat Sandhawalia, Raja Bala, Florent Perronnin, Craig Saunders
2012 — conf
Image simulation for automatic license plate recognition.
Visual Information Processing and Communication
Raja Bala, Yonghui Zhao, Aaron Burry, Vladimir Kozitsky, Claude Fillion, Craig Saunders, José A. Rodríguez-Serrano
2012 A* conf
Leveraging category-level labels for instance-level image retrieval.
CVPR
Albert Gordo, José A. Rodríguez-Serrano, Florent Perronnin, Ernest Valveny
2012 C conf
Pattern Recognition in Transportation.
CIARP
José A. Rodríguez-Serrano
2012 J jnl
Synthesizing queries for handwritten word image retrieval.
Pattern Recognit.
José A. Rodríguez-Serrano, Florent Perronnin
2012 J jnl
Trajectory clustering in CCTV traffic videos using probability product kernels with hidden Markov models.
Pattern Anal. Appl.
José A. Rodríguez-Serrano, Sameer Singh
2010 J jnl
Unsupervised writer adaptation of whole-word HMMs with application to word-spotting.
Pattern Recognit. Lett.
José A. Rodríguez-Serrano, Florent Perronnin, Gemma Sánchez, Josep Lladós
2009 A* conf
A similarity measure between vector sequences with application to handwritten word image retrieval.
CVPR
José A. Rodríguez-Serrano, Florent Perronnin, Josep Lladós, Gemma Sánchez
2009 A conf
Fisher Kernels for Handwritten Word-spotting.
ICDAR
Florent Perronnin, José A. Rodríguez-Serrano
2009 A conf
Handwritten Word Image Retrieval with Synthesized Typed Queries.
ICDAR
José A. Rodríguez-Serrano, Florent Perronnin
2009 J jnl
Handwritten word-spotting using hidden Markov models and universal vocabularies.
Pattern Recognit.
José A. Rodríguez-Serrano, Florent Perronnin