José A. Rodríguez-Serrano

According to our database, José A. Rodríguez-Serrano authored at least 30 papers between 2009 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Prototype-based learning for real estate valuation: a machine learning model that explains prices.

José A. Rodríguez-Serrano

Ann. Oper. Res., January, 2025

2024

Machine Learning in Finance.

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

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2022

Deep Non-crossing Quantiles through the Partial Derivative.

Axel Brando, Joan Gimeno, José A. Rodríguez-Serrano, Jordi Vitrià

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Machine Learning in Finance.

Senthil Kumar, Leman Akoglu, Nitesh V. Chawla, José A. Rodríguez-Serrano, Tanveer A. Faruquie, Saurabh Nagrecha

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Building Uncertainty Models on Top of Black-Box Predictive APIs.

Axel Brando, Damià Torres, José A. Rodríguez-Serrano, Jordi Vitrià

IEEE Access, 2020

2019

Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians.

Axel Brando, José A. Rodríguez-Serrano, Jordi Vitrià, Alberto Rubio

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

client2vec: Towards Systematic Baselines for Banking Applications.

Leonardo Baldassini, Jose Antonio Rodríguez Serrano

CoRR, 2018

Uncertainty Modelling in Deep Networks: Forecasting Short and Noisy Series.

Axel Brando, José A. Rodríguez-Serrano, Mauricio Ciprian, Roberto Maestre, Jordi Vitrià

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

2017

Unsupervised Fisher Vector Adaptation for Re-identification.

Usman Tariq, José A. Rodríguez-Serrano, Florent Perronnin

Proceedings of the Domain Adaptation in Computer Vision Applications., 2017

2016

Data-Driven Detection of Prominent Objects.

José A. Rodríguez-Serrano, Diane Larlus, Zhenwen Dai

IEEE Trans. Pattern Anal. Mach. Intell., 2016

2015

Label Embedding: A Frugal Baseline for Text Recognition.

José A. Rodríguez-Serrano, Albert Gordo, Florent Perronnin

Int. J. Comput. Vis., 2015

2014

Self-Learning Camera: Autonomous Adaptation of Object Detectors to Unlabeled Video Streams.

Adrien Gaidon, Gloria Zen, José A. Rodríguez-Serrano

CoRR, 2014

Vehicle type classification from laser scans with global alignment kernels.

Boris Chidlovskii, Gabriela Csurka, José A. Rodríguez-Serrano

Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

2013

Robust abandoned object detection integrating wide area visual surveillance and social context.

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

Pattern Recognit. Lett., 2013

Vehicle type classification from laser scanner profiles: A benchmark of feature descriptors.

Harsimrat Sandhawalia, José A. Rodríguez-Serrano, Hervé Poirier, Gabriela Csurka

Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

Practical methods for sparsity based video anomaly detection.

Xuan Mo, Vishal Monga, Raja Bala, José A. Rodríguez-Serrano, Zhigang Fan, Aaron M. Burry

Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

Predicting an Object Location Using a Global Image Representation.

José A. Rodríguez-Serrano, Diane Larlus

Proceedings of the IEEE International Conference on Computer Vision, 2013

Label embedding for text recognition.

José A. Rodríguez-Serrano, Florent Perronnin

Proceedings of the British Machine Vision Conference, 2013

2012

Synthesizing queries for handwritten word image retrieval.

José A. Rodríguez-Serrano, Florent Perronnin

Pattern Recognit., 2012

A Model-Based Sequence Similarity with Application to Handwritten Word Spotting.

José A. Rodríguez-Serrano, Florent Perronnin

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Trajectory clustering in CCTV traffic videos using probability product kernels with hidden Markov models.

José A. Rodríguez-Serrano, Sameer Singh

Pattern Anal. Appl., 2012

Image simulation for automatic license plate recognition.

Raja Bala, Yonghui Zhao, Aaron Burry, Vladimir Kozitsky, Claude Fillion, Craig Saunders, José A. Rodríguez-Serrano

Proceedings of the Visual Information Processing and Communication III, 2012

Data-Driven Vehicle Identification by Image Matching.

José A. Rodríguez-Serrano, Harsimrat Sandhawalia, Raja Bala, Florent Perronnin, Craig Saunders

Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Leveraging category-level labels for instance-level image retrieval.

Albert Gordo, José A. Rodríguez-Serrano, Florent Perronnin, Ernest Valveny

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Pattern Recognition in Transportation.

José A. Rodríguez-Serrano

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012

2010

Unsupervised writer adaptation of whole-word HMMs with application to word-spotting.

José A. Rodríguez-Serrano, Florent Perronnin, Gemma Sánchez, Josep Lladós

Pattern Recognit. Lett., 2010

2009

Handwritten word-spotting using hidden Markov models and universal vocabularies.

José A. Rodríguez-Serrano, Florent Perronnin

Pattern Recognit., 2009

Handwritten Word Image Retrieval with Synthesized Typed Queries.

José A. Rodríguez-Serrano, Florent Perronnin

Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Fisher Kernels for Handwritten Word-spotting.

Florent Perronnin, José A. Rodríguez-Serrano

Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

A similarity measure between vector sequences with application to handwritten word image retrieval.

José A. Rodríguez-Serrano, Florent Perronnin, Josep Lladós, Gemma Sánchez

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009