Prototype-based learning for real estate valuation: a machine learning model that explains prices. - Rodríguez-Serrano, José A. (Ann. Oper. Res., 2025)

Machine Learning in Finance. - Akoglu, Leman; Chawla, Nitesh V.; Domingo-Ferrer, Josep; Kurshan, Eren; Kumar, Senthil; Naware, Vidyut M.; Rodríguez-Serrano, José A.; Chaturvedi, Isha; Nagrecha, Saurabh; Das, Mahashweta; Faruquie, Tanveer A. (2024)

Deep Non-crossing Quantiles through the Partial Derivative. - Brando, Axel; Gimeno, Joan; Rodríguez-Serrano, José A.; Vitrià, Jordi (2022)

Deep Non-Crossing Quantiles through the Partial Derivative. - Brando, Axel; Gimeno, Joan; Rodríguez-Serrano, José A.; Vitrià, Jordi (CoRR, 2022)

Machine Learning in Finance. - Kumar, Senthil; Akoglu, Leman; Chawla, Nitesh V.; Rodríguez-Serrano, José A.; Faruquie, Tanveer A.; Nagrecha, Saurabh (2021)

Building Uncertainty Models on Top of Black-Box Predictive APIs. - Brando, Axel; Torres, Damià; Rodríguez-Serrano, José A.; Vitrià, Jordi (IEEE Access, 2020)

Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians. - Brando, Axel; Rodríguez-Serrano, José A.; Vitrià, Jordi; Rubio, Alberto (2019)

Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians. - Brando, Axel; Rodríguez-Serrano, José A.; Vitrià, Jordi; Rubio, Alberto (CoRR, 2019)

Uncertainty Modelling in Deep Networks: Forecasting Short and Noisy Series. - Brando, Axel; Rodríguez-Serrano, José A.; Ciprian, Mauricio; Maestre, Roberto; Vitrià, Jordi (2018)

client2vec: Towards Systematic Baselines for Banking Applications. - Baldassini, Leonardo; Serrano, Jose Antonio Rodríguez (CoRR, 2018)

Uncertainty Modelling in Deep Networks: Forecasting Short and Noisy Series. - Brando, Axel; Rodríguez-Serrano, José A.; Ciprian, Mauricio; Maestre, Roberto; Vitrià, Jordi (CoRR, 2018)

Unsupervised Fisher Vector Adaptation for Re-identification. - Tariq, Usman; Rodríguez-Serrano, José A.; Perronnin, Florent (2017)

Data-Driven Detection of Prominent Objects. - Rodríguez-Serrano, José A.; Larlus, Diane; Dai, Zhenwen (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

Label Embedding: A Frugal Baseline for Text Recognition. - Rodríguez-Serrano, José A.; Gordo, Albert; Perronnin, Florent (Int. J. Comput. Vis., 2015)

Vehicle type classification from laser scans with global alignment kernels. - Chidlovskii, Boris; Csurka, Gabriela; Rodríguez-Serrano, José A. (2014)

Self-Learning Camera: Autonomous Adaptation of Object Detectors to Unlabeled Video Streams. - Gaidon, Adrien; Zen, Gloria; Rodríguez-Serrano, José A. (CoRR, 2014)

Robust abandoned object detection integrating wide area visual surveillance and social context. - Ferryman, James M.; Hogg, David C.; Sochman, Jan; Behera, Ardhendu; Rodríguez-Serrano, José A.; Worgan, Simon F.; Li, Longzhen; Leung, Valerie; Evans, Murray; Cornic, Philippe; Herbin, Stéphane; Schlenger, Stefan; et al. (Pattern Recognit. Lett., 2013)

Label embedding for text recognition. - Rodríguez-Serrano, José A.; Perronnin, Florent (2013)

Predicting an Object Location Using a Global Image Representation. - Rodríguez-Serrano, José A.; Larlus, Diane (2013)

Vehicle type classification from laser scanner profiles: A benchmark of feature descriptors. - Sandhawalia, Harsimrat; Rodríguez-Serrano, José A.; Poirier, Hervé; Csurka, Gabriela (2013)

Practical methods for sparsity based video anomaly detection. - Mo, Xuan; Monga, Vishal; Bala, Raja; Rodríguez-Serrano, José A.; Fan, Zhigang; Burry, Aaron M. (2013)

Trajectory clustering in CCTV traffic videos using probability product kernels with hidden Markov models. - Rodríguez-Serrano, José A.; Singh, Sameer (Pattern Anal. Appl., 2012)

A Model-Based Sequence Similarity with Application to Handwritten Word Spotting. - Rodríguez-Serrano, José A.; Perronnin, Florent (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

Synthesizing queries for handwritten word image retrieval. - Rodríguez-Serrano, José A.; Perronnin, Florent (Pattern Recognit., 2012)

Pattern Recognition in Transportation. - Rodríguez-Serrano, José A. (2012)

Leveraging category-level labels for instance-level image retrieval. - Gordo, Albert; Rodríguez-Serrano, José A.; Perronnin, Florent; Valveny, Ernest (2012)

Data-Driven Vehicle Identification by Image Matching. - Rodríguez-Serrano, José A.; Sandhawalia, Harsimrat; Bala, Raja; Perronnin, Florent; Saunders, Craig (2012)

Image simulation for automatic license plate recognition. - Bala, Raja; Zhao, Yonghui; Burry, Aaron; Kozitsky, Vladimir; Fillion, Claude; Saunders, Craig; Rodríguez-Serrano, José A. (2012)

Unsupervised writer adaptation of whole-word HMMs with application to word-spotting. - Rodríguez-Serrano, José A.; Perronnin, Florent; Sánchez, Gemma; Lladós, Josep (Pattern Recognit. Lett., 2010)

Handwritten word-spotting using hidden Markov models and universal vocabularies. - Rodríguez-Serrano, José A.; Perronnin, Florent (Pattern Recognit., 2009)

A similarity measure between vector sequences with application to handwritten word image retrieval. - Rodríguez-Serrano, José A.; Perronnin, Florent; Lladós, Josep; Sánchez, Gemma (2009)

Fisher Kernels for Handwritten Word-spotting. - Perronnin, Florent; Rodríguez-Serrano, José A. (2009)

Handwritten Word Image Retrieval with Synthesized Typed Queries. - Rodríguez-Serrano, José A.; Perronnin, Florent (2009)